WO2017106731A1 - Methods for producing corn plants with northern leaf blight resistance and compositions thereof - Google Patents
Methods for producing corn plants with northern leaf blight resistance and compositions thereof Download PDFInfo
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- WO2017106731A1 WO2017106731A1 PCT/US2016/067300 US2016067300W WO2017106731A1 WO 2017106731 A1 WO2017106731 A1 WO 2017106731A1 US 2016067300 W US2016067300 W US 2016067300W WO 2017106731 A1 WO2017106731 A1 WO 2017106731A1
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Classifications
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01H—NEW PLANTS OR NON-TRANSGENIC PROCESSES FOR OBTAINING THEM; PLANT REPRODUCTION BY TISSUE CULTURE TECHNIQUES
- A01H1/00—Processes for modifying genotypes ; Plants characterised by associated natural traits
- A01H1/04—Processes of selection involving genotypic or phenotypic markers; Methods of using phenotypic markers for selection
- A01H1/045—Processes of selection involving genotypic or phenotypic markers; Methods of using phenotypic markers for selection using molecular markers
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01H—NEW PLANTS OR NON-TRANSGENIC PROCESSES FOR OBTAINING THEM; PLANT REPRODUCTION BY TISSUE CULTURE TECHNIQUES
- A01H5/00—Angiosperms, i.e. flowering plants, characterised by their plant parts; Angiosperms characterised otherwise than by their botanic taxonomy
- A01H5/10—Seeds
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01H—NEW PLANTS OR NON-TRANSGENIC PROCESSES FOR OBTAINING THEM; PLANT REPRODUCTION BY TISSUE CULTURE TECHNIQUES
- A01H6/00—Angiosperms, i.e. flowering plants, characterised by their botanic taxonomy
- A01H6/46—Gramineae or Poaceae, e.g. ryegrass, rice, wheat or maize
- A01H6/4684—Zea mays [maize]
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
- C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
- C12Q1/6876—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
- C12Q1/6888—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for detection or identification of organisms
- C12Q1/6895—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for detection or identification of organisms for plants, fungi or algae
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/13—Plant traits
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/156—Polymorphic or mutational markers
Definitions
- the present disclosure relates to the field of agricultural biotechnology. More specifically, this disclosure relates to methods for producing corn plants, seeds, or cells with improved northern leaf blight resistance.
- Corn (Zea mays L.) is one of the most important commercial crops in the world. Like many commercial crops, corn is subjected to numerous potentially detrimental environmental conditions (e.g. , moisture availability, temperature stresses, soil conditions, pests, disease) that can reduce, or entirely eliminate, crop yield. Crop disease alone accounted for the loss of more than 1.3 billion bushels of corn in the United States and Ontario, Canada in 2012. See Mueller, Corn Disease Loss Estimates from the United States and Ontario, Canada - 2012. Purdue Extension Publication BP-96-12— W (2014).
- Northern leaf blight is a crop disease caused by the fungal pathogen
- Exserohilum turcicum also referred to as Helminthosporium turcicum or Setosphaeria turcica in some literature.
- NLB can infect corn in tropical and temperate climates. Infected corn plants can exhibit a range of symptoms from cigar-shaped lesions on lower leaves to complete destruction of multiple leaves. Corn infected with NLB is also highly susceptible to stem rot and root rot caused by secondary infections. NLB is particularly problematic in tropical highlands, where environmental conditions favor disease development. However, NLB infection can cause yield losses of 30%-50% in temperate environments, including the United States and Europe.
- the present disclosure identifies genetic loci conferring NLB resistance in corn, and provides molecular markers linked to these resistance loci. This disclosure further provides methods for introgressing resistance alleles of genetic loci conferring NLB resistance into plant varieties previously lacking such alleles, thereby providing plants with NLB resistance. The genetic loci, markers, and methods provided herein therefore allow for production of new varieties with enhanced NLB resistance.
- this disclosure provides a method of creating a population of corn plants, seeds, or cells comprising genotyping a first population of corn plants, seeds, or cells at one or more marker loci associated with and within about 10 cM of one or more NLB resistance quantitative trait loci (QTLs) selected from the group consisting of NLB resistance QTLs NLB 2.01 , NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB_9.01; selecting from the first population one or more corn plants, seeds, or cells comprising one or more NLB resistance alleles of the one or more marker loci; and producing from the selected one or more corn plants, seeds, or cells a second population of corn plants, seeds, or cells comprising the one or more NLB QTLs.
- QTLs NLB resistance quantitative trait loci
- this disclosure provides a method of introgressing an NLB resistance QTL comprising crossing a first corn plant comprising an NLB resistance QTL with a second corn plant of a different genotype to produce one or more progeny plants or seeds; and selecting a progeny plant or seed comprising an NLB resistance allele of a polymorphic locus linked to the NLB resistance QTL, where the polymorphic locus is in a chromosomal segment flanked by: any two of marker loci SEQ ID NOs: 1 to 18, any two of marker loci SEQ ID NOs: 19 to 31 , any two of marker loci SEQ ID NOs: 32 to 52 and 471-475, any two of marker loci SEQ ID NOs: 53 to 65 and 446 to 468, any two of marker loci SEQ ID NOs: 66 to 84, any two of marker loci SEQ ID NOs: 85 to 89, marker loci SEQ ID NOs: 469 and 470, or any two of marker loci SEQ
- this disclosure provides an NLB resistant corn plant, seed, or cell comprising a combination of two or more, three or more, four or more, five or more, six or more, or seven or more introgressed NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- this disclosure provides a method for selecting a corn plant, seed, or cell comprising isolating nucleic acids from a corn plant, seed, or cell; analyzing the nucleic acids to detect a polymorphic marker associated with and within 10 cM of an NLB resistance QTL selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB_9.01; and selecting a corn plant, seed, or cell comprising the NLB resistance QTL.
- this disclosure provides a method comprising providing a set of corn seeds comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB_7.01, and NLB_9.01, to a person desirous of planting said set of corn seeds in a field plot.
- this disclosure provides a method of growing a population of corn plants in a field plot, said method comprising planting a population of corn seeds comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more introgressed NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01 in said field plot.
- SEQ ID NOs: 1-89 and 446-482 list sequences of exemplary SNP marker loci associated with an NLB resistance QTL. Example resistant and susceptible alleles of these marker loci are listed in Table 5.
- SEQ ID NOs: 90-445 and 483-630 list the sequences of exemplary primers and probes which can be used to detect the SNP marker loci of SEQ ID NOs: 1-89 and 446-482. DETAILED DESCRIPTION
- plant refers to a whole plant and/or progeny of the same.
- a progeny plant can be from any filial generation, e.g., Fi, F 2 , F 3 , F 4 , F5, F 6 , F 7, etc.
- a "plant part” refers to any part of a plant, comprising a cell or tissue culture derived from a plant, plant components or organs (e.g., leaves, stems, roots, etc.), plant tissues, seeds, and plant cells.
- a plant cell is a biological cell of a plant, taken from a plant or derived through culture from a cell taken from a plant.
- a "corn plant” or “maize plant” refers to a plant of species Zea mays L and includes all plant varieties that can be bred with corn, including wild maize species.
- germplasm refers to living sources of genetic material.
- the germplasm can be part of an organism or cell, or can be separate from the organism or cell.
- germplasm provides genetic material with a specific molecular makeup that provides a physical foundation for some or all of the hereditary qualities of an organism or cell culture.
- germplasm includes cells, seed, or tissues from which new plants can be grown, or plant parts, such as leaves, stems, pollen, or cells that can be cultured into a whole plant.
- the phrase “associated with” or “linked to” refers to a recognizable and/or assayable relationship between two entities.
- the phrase “associated with NLB resistance” refers to a trait, locus, gene, allele, marker, phenotype, etc., or the expression thereof, the presence or absence of which can influence an extent, degree, and/or rate at which a plant or a part of interest thereof that has an NLB resistance trait.
- a marker is "associated with” a trait when it is linked to it and when the presence of the marker is an indicator of whether and/or to what extent the desired trait or trait form will occur in a plant/germplasm comprising the marker.
- a marker is "associated with” an allele when it is linked to it and when the presence of the marker is an indicator of whether the allele is present in a plant/germplasm comprising the marker.
- a marker associated with a resistance allele refers to a marker whose presence or absence can be used to predict whether and to what extent a plant will display an NLB resistance phenotype.
- a "centimorgan" is a unit of measure of recombination frequency and genetic distance between two loci.
- One cM is equal to a 1 % chance that a marker at one genetic locus will be separated from a marker at a second locus due to crossing over in a single generation.
- closely linked means that the marker or locus is within about 20 cM, 15 cM, 10 cM, 5 cM, 4 cM, 3 cM, 2 cM, 1 cM, 0.5 cM, or less than 0.5 cM of another marker or locus.
- 20 cM means that recombination occurs between the marker and the locus with a frequency of equal to or less than about 20%.
- locus is a chromosome region or chromosomal region where a polymorphic nucleic acid, trait determinant, gene, or marker is located.
- a locus can represent a single nucleotide, a few nucleotides or a large number of nucleotides in a genomic region.
- the loci of this disclosure comprise one or more polymorphisms in a population (e.g. , alternative alleles are present in some individuals).
- allele refers to an alternative nucleic acid sequence at a particular locus.
- the length of an allele can be as small as one nucleotide base.
- a first allele can occur on one chromosome, while a second allele occurs on a second homologous chromosome, e.g. , as occurs for different chromosomes of a heterozygous individual, or between different homozygous or heterozygous individuals in a population.
- crossed means to produce progeny via fertilization (e.g., cells, seeds, or plants) and includes crosses between plants (sexual) and self-fertilization (selfmg).
- backcross and “backcrossing” refer to the process whereby a progeny plant is repeatedly crossed back to one of its parents.
- the "donor” parent refers to the parental plant with the desired gene or locus to be introgressed.
- the “recipient” parent (used one or more times) or “recurrent” parent (used two or more times) refers to the parental plant into which the gene or locus is being introgressed.
- agronomically elite background means any line that has resulted from breeding and selection for superior agronomic performance.
- an "elite germplasm” or elite strain of germplasm is an agronomically superior germplasm. Numerous elite lines are available and known to those of skill in the art of corn breeding.
- genotype is the genetic constitution of an individual (or group of individuals) at one or more genetic loci, as contrasted with the observable trait (phenotype). Genotype is defined by the allele(s) of one or more known loci that the individual has inherited from its parents.
- genotype can be used to refer to an individual's genetic constitution at a single locus, at multiple loci, or, more generally, the term genotype can be used to refer to an individual's genetic make-up for all the genes in its genome.
- genotype can also refer to determining the genetic constitution of an individual (or group of individuals) at one or more genetic loci.
- haplotype is the genotype of an individual at a plurality of genetic loci. Typically, the genetic loci described by a haplotype are physically and genetically linked, e.g. , in the same chromosome interval. A haplotype can also refer to a combination of SNP alleles located within a single gene.
- marker assay means a method for detecting a polymorphism at a particular locus using a particular method, e.g. measurement of at least one phenotype (such as seed color, flower color, or other visually detectable traits), restriction fragment length polymorphism (RFLP), single base extension, electrophoresis, sequence alignment, allelic specific oligonucleotide hybridization (ASO), random amplified polymorphic DNA (RAPD), microarray-based technologies, and nucleic acid sequencing technologies, etc.
- phenotype such as seed color, flower color, or other visually detectable traits
- RFLP restriction fragment length polymorphism
- ASO allelic specific oligonucleotide hybridization
- RAPD random amplified polymorphic DNA
- marker assisted selection is a process by which phenotypes are selected based on marker genotypes.
- Marker assisted selection breeding refers to the process of selecting a desired trait or traits in a plant or plants by detecting one or more nucleic acids from the plant, where the nucleic acid is linked to the desired trait, and then selecting the plant or germplasm possessing those one or more nucleic acids.
- polymorphism means the presence of one or more variations in a population.
- a polymorphism can manifest as a variation in the nucleotide sequence of a nucleic acid or as a variation in the amino acid sequence of a protein.
- Polymorphisms include the presence of one or more variations of a nucleic acid sequence or nucleic acid feature at one or more loci in a population of one or more individuals.
- the variation can comprise, but is not limited to, one or more nucleotide base changes, the insertion of one or more nucleotides or the deletion of one or more nucleotides.
- a polymorphism can arise from random processes in nucleic acid replication, through mutagenesis, as a result of mobile genomic elements, from copy number variation and during the process of meiosis, such as unequal crossing over, genome duplication, and chromosome breaks and fusions.
- the variation can be commonly found or can exist at low frequency within a population, the former having greater utility in general plant breeding and the latter can be associated with rare but important phenotypic variation.
- Useful polymorphisms can include a single nucleotide polymorphisms (SNP), an insertion or deletion in DNA sequence (indel), a simple sequence repeats of DNA sequence (SSR), a restriction fragment length polymorphism
- a genetic marker, a gene, a DNA-derived sequence, a RNA-derived sequence, a promoter, a 5 ' untranslated region of a gene, a 3 ' untranslated region of a gene, microRNA, small interfering RNA, a tolerance locus, a satellite marker, a transgene, mRNA, double-stranded RNA, a transcriptional profile, and a methylation pattern can also comprise a polymorphism.
- the presence, absence, or variation in copy number of the preceding can comprise a polymorphism.
- SNP single nucleotide polymorphism
- marker is a term used to denote a nucleic acid or amino acid sequence that is sufficiently unique to characterize a specific locus on the genome. Any detectable polymorphic trait can be used as a marker so long as it is inherited differentially and exhibits linkage disequilibrium with a phenotypic trait of interest.
- a number of markers and integrated genetic maps have been developed for corn (e.g. , the UMC 98 map, the Nested Association Mapping (NAM) map, the Intermated B73/Mol7 (IBM2) Neighbors 2008 genetic map, and the LHRF Gnp2004 map. See maizegdb.org/data_center/map for more). All markers are used to define a specific locus in corn genomes. Large numbers of these markers have been mapped. See
- Each marker is therefore an indicator of a specific segment of DNA, having a unique nucleotide sequence.
- the map positions provide a measure of the relative positions of particular markers with respect to one another.
- markers have been widely used to determine genetic composition in corn, i an aspect, markers used herein exhibit LOD scores of 2 or greater, 3 or greater, 4 or greater, 5 or greater, 6 or greater, 7 or greater, 8 or greater, or 9 or greater with an associated trait of interest (e.g. , NLB resistance), measuring using a method known in the art such as Qgene Version 2.23 (1996) and default parameters.
- markers used herein exhibit LOD scores of 2 or greater, 3 or greater, 4 or greater, 5 or greater, 6 or greater, 7 or greater, 8 or greater, or 9 or greater with an associated trait of interest (e.g. , NLB resistance), measuring using a method known in the art such as Qgene Version 2.23 (1996) and default parameters.
- examples of molecular markers and molecular marker systems include SNPs, indels, RFLPs, SSRs, restriction site-associated DNA (RAD), diversity array technology (DArT), and genotyping by sequencing (GBS).
- linkage disequilibrium refers to a non-random segregation of genetic loci or traits (or both), i either case, linkage disequilibrium implies that the relevant loci are within sufficient physical proximity along a length of a chromosome so that they segregate together with greater than random (i.e. , non-random) frequency (in the case of co- segregating traits, the loci that underlie the traits are in sufficient proximity to each other).
- Linked loci co-segregate more than 50% of the time, e.g. , from about 51% to about 100% of the time.
- Linkage disequilibrium can be measured using any one of the methods provided in Hedrick, Gametic disequilibrium measures: proceed with caution. Genetics, 117:331- 41(1987).
- the term "physically linked” is sometimes used to indicate that two loci, e.g. , two marker loci, are physically present on the same chromosome.
- the two linked loci are located in close proximity such that recombination between homologous
- chromosome pairs does not occur between the two loci during meiosis with high frequency, e.g. , such that linked loci co-segregate at least about 90% of the time, e.g., 91 %, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99%, 99.5%, 99.75%, or more of the time.
- a "genetic map" is the relationship of genetic linkage among loci on one or more chromosomes (or linkage groups) within a given species, generally depicted in a diagrammatic or tabular form.
- Genetic mapping is the process of defining the linkage relationships of loci through the use of genetic markers, populations segregating for the markers, and standard genetic principles of recombination frequency.
- a genetic map location is a location on a genetic map relative to surrounding genetic markers on the same linkage group where a specified marker can be found within a given species.
- a "physical map" of the genome refers to absolute distances (for example, measured in base pairs or isolated and overlapping contiguous genetic fragments, e.g. , contigs). In general, the closer two markers or genomic loci are on the genetic map, the closer they lie to one another on the physical map.
- a physical map of the genome does not take into account the genetic behavior (e.g.
- recombination frequencies between different points on the physical map.
- a lack of precise proportionality between genetic distances and physical distances can exist due to the fact that the likelihood of genetic recombination is not uniform throughout the genome; some chromosome regions are cross-over "hot spots," while other regions demonstrate only rare recombination events, if any.
- Genetic mapping variability can also be observed between different populations of the same crop species. In spite of this variability in the genetic map that can occur between populations, genetic map and marker information derived from one population generally remains useful across multiple populations in identification of plants with desired traits, counter-selection of plants with undesirable traits and in MAS breeding. As one of skill in the art will recognize, recombination frequencies (and as a result, genetic map positions) in any particular population are not static.
- the genetic distances separating two markers can vary depending on how the map positions are determined. For example, variables such as the parental mapping populations used, the software used in the marker mapping or QTL mapping, and the parameters input by the user of the mapping software can contribute to the QTL marker genetic map relationships.
- mapping populations use of any particular software, or any particular set of software parameters to determine linkage of a particular marker or haplotypes with a desired phenotype. It is well within the ability of one of ordinary skill in the art to extrapolate the novel features described herein to any gene pool or population of interest, and using any particular software and software parameters. Indeed, observations regarding genetic markers and haplotypes in populations in addition to those described herein are readily made using the teaching of the present disclosure. [0038] As used herein, “selecting” or “selection” in the context of marker-assisted selection or breeding refer to the act of picking or choosing desired individuals, normally from a population, based on certain pre-determined criteria.
- primer refers to an oligonucleotide (synthetic or occurring naturally), which is capable of acting as a point of initiation of nucleic acid synthesis or replication along a complementary strand when placed under conditions in which synthesis of a complementary strand is catalyzed by a polymerase.
- primers are about 10 to 30 nucleotides in length, but longer or shorter sequences can be employed.
- Primers can be provided in double-stranded form, though the single-stranded form is more typically used.
- a primer can further contain a detectable label (e.g., a 5' end label).
- probe refers to an oligonucleotide (synthetic or occurring naturally) that is complementary (though not necessarily fully complementary) to a polynucleotide of interest and forms a duplex structure by hybridization with at least one strand of the polynucleotide of interest.
- probes are oligonucleotides from 10 to 50 nucleotides in length, but longer or shorter sequences can be employed.
- a probe can further contain a detectable label.
- a "population of plants” or a “population of seeds” means a set comprising any number, at least two, of individuals, objects, or data from which samples are taken for evaluation. Most commonly, the terms relate to a breeding population of plants from which members are selected and crossed to produce progeny in a breeding program.
- a population of plants can include the progeny of a single breeding cross or a plurality of breeding crosses, and can be either actual plants or plant derived material, or in silico representations of the plants or seeds.
- the population members need not be identical to the population members selected for use in subsequent cycles of analyses or those ultimately selected to obtain final progeny plants or seeds.
- a population of plants or seeds is derived from a single biparental cross, but can also derive from two or more crosses between the same or different parents.
- a population of plants or seeds can comprise any number of individuals, those of skill in the art will recognize that plant breeders commonly use population sizes ranging from one or two hundred individuals to several thousand, and that the highest performing 5% to 20% of a population is what is commonly selected to be used in subsequent crosses in order to improve the performance of subsequent generations of the population.
- cultivar and “variety” are used synonymously and mean a group of plants within a species (e.g. , Z. mays L.) that share certain genetic traits that separate them from other possible varieties within that species.
- Corn cultivars can be inbreds or hybrids, though commercial corn cultivars are mostly hybrids to take advantage of hybrid vigor. Individuals within a corn hybrid cultivar are homogeneous, nearly genetically identical, with most loci in the heterozygous state.
- inbred means a line that has been bred for genetic homogeneity.
- hybrid means a progeny of mating between at least two genetically dissimilar parents.
- examples of mating schemes include single crosses, modified single cross, double modified single cross, three-way cross, modified three- way cross, and double cross wherein at least one parent in a modified cross is the progeny of a cross between sister lines.
- progression refers to the transmission of a desired allele of a genetic locus from one genetic background to another.
- chromosome interval or "chromosomal interval” designates a contiguous linear span of genomic DNA that resides on a single chromosome.
- chromosomal interval refers to two loci physically surrounding the chromosomal interval, with one locus on each side of the chromosomal interval.
- a chromosomal interval flanked by two marker loci includes the two marker loci.
- a "resistant allele” or “resistance allele” is an allele at a particular locus that confers, or contributes to, NLB resistance, or alternatively, is an allele that allows the identification of plants that comprise NLB resistance.
- a resistant allele of a marker is a marker allele that segregates with NLB resistance, or alternatively, segregates with NLB susceptibility, therefore providing the benefit of identifying plants having NLB susceptibility.
- a resistant allelic form of a chromosome interval is a chromosome interval that includes a nucleotide sequence that contributes to NLB resistance at one or more genetic loci physically located in the chromosome interval.
- genomic element refers to a heritable sequence of DNA, e.g. , a genomic sequence, with functional significance.
- the term “gene” can also be used to refer to, e.g. , a cDNA and/or an mRNA encoded by a genomic sequence, as well as to that genomic sequence.
- phenotype refers to one or more detectable characteristics of a cell or organism which can be influenced by genotype.
- the phenotype can be observable to the naked eye, or by any other means of evaluation known in the art, e.g. , microscopy, biochemical analysis, genomic analysis, an assay for a particular disease tolerance, etc.
- a phenotype is directly controlled by a single gene or genetic locus, e.g. , a "single gene trait.”
- a phenotype is the result of several genes.
- resistance and “enhanced resistance” are used interchangeably herein and refer to any type of increase in resistance, or any type of decrease in susceptibility.
- a plant or plant variety exhibiting resistance need not possess absolute or complete resistance. Instead, a plant or plant variety with “enhanced resistance” will have a level of resistance which is higher than that of a comparable susceptible plant or variety.
- the level of NLB resistance can be determined based on disease ratings as determined in Example 1. Briefly, resistance to NLB infection of corn plants is scored using an NLB resistance scale, wherein NLB resistance is measured by rating the percentage of leaf area infected on a scale of 1 to 9.
- An NLB resistance scale comprises ratings of: 1 (highly resistant; 0% of leaf area infected, no visible lesions), 2 (highly resistant; less than 1 % leaf area infected, few lesions dispersed through lower leaves), 3 (resistant; 1% to less than 20% leaf area infected), 4
- QTL quantitative trait locus
- QTLs quantitative trait loci
- adjacent when used to describe a nucleic acid molecule that hybridizes to DNA containing a polymorphism, refers to a nucleic acid that hybridizes to DNA sequences that directly abut the polymorphic nucleotide base position.
- a nucleic acid molecule that can be used in a single base extension assay is "adjacent" to the polymorphism.
- NLB fungal pathogen Exserohilum turcicum
- field plot refers to a location that is suitable for growing corn. The location can be indoors (e.g., a greenhouse or a growth chamber) or outdoors; irrigated or non-irrigated; in the ground or in a container that holds soil.
- a "planting season” is the length of time, typically about 90-120 days, in which corn can be grown from seed to maturity.
- a "planting season” could be significantly shorter or longer than about 90-120 days depending on the corn variety being grown and environmental conditions.
- transgenic means a plant or seed whose genome has been altered by the stable integration of recombinant DNA.
- a transgenic line includes a plant regenerated from an originally-transformed plant cell and progeny transgenic plants from later generations or crosses of a transformed plant.
- haploid means a line that has had its normal chromosome complement reduced by half, typically by pollinating an ear with pollen from a haploid inducing line.
- yield penalty refers to a reduction of seed yield in a line correlated with or caused by the presence of an NLB resistance allele or NLB resistance QTL as compared to a line that does not contain that NLB resistance allele or NLB resistance QTL.
- seed yield can refer to a measure of crop production such as test weight, seed number per plant, seed weight, seed number per unit area (i.e. seeds, or weight of seeds, per acre), bushels per acre, tons per acre, kilograms per hectare, or quintals per hectare.
- Northern leaf blight is a plant disease caused by the fungal pathogen Exserohilum turcicum (also referred to as Helminthosporium turcicum or Setosphaeria turcica by some researchers). NLB afflicts corn in temperate and tropical regions worldwide. NLB is endemic to the United States. Yield losses of over 30% are reported in susceptible hybrids, and yield loss can reach 70% if the onset of NLB infection occurs 2-3 weeks after silking.
- NLB conidia are transformed into resting spores during warm, wet weather in spring and early summer. New conidia are then produced and carried by wind or rain onto the lower leaves of young corn plants. Infection requires the presence of water on the leaf surface for 6- 18 hours and a temperature of between 65° F and 80° F. If infection occurs, lesions develop within 12 days and produce new conidia which can spread the infection to additional leaves and plants via new spores carried by wind or rain. NLB lesions can begin producing spores in as little as 7 days under ideal conditions. Generally, NLB infections begin on lower leaves and progress upwards to younger leaves. However, during high spore loads infections can begin at the top of the plant, including the tassel and flag leaf.
- the first sign of NLB infection is an elliptical, or cigar-shaped, gray-green lesion. Lesions typically, but not always, occur on lower leaves before upper leaves. As lesions enlarge they can reach over 6 inches in length and turn a pale gray to brown in color. NLB lesions are not restricted by leaf veins, and the entire leaf can be covered by one or a few lesions in an advanced infection as individual lesions grow and merge. Leaves from highly susceptible plants often appear gray or burned, with little or no healthy, green, photosynthetic tissue remaining. The reduction in tissue capable of photosynthesis leads to a lack of carbohydrates needed for grain fill, which can reduce seed yield. During moist conditions lesions, especially on a lower leaf surface, can produce numerous dark gray spores. Plants infected with NLB are also susceptible to secondary infections from fungi, bacteria, and/or viruses that can cause stem rot and/or root rot.
- fungicides including picoxystrobin, cyproconazole, tetraconazole, pyraclostrobin, metconazole, azoxystrobin, propiconazole, prothioconazole, trifloxystrobin, and combinations thereof are used to treat NLB.
- picoxystrobin cyproconazole
- tetraconazole pyraclostrobin
- metconazole azoxystrobin
- propiconazole prothioconazole
- trifloxystrobin trifloxystrobin
- NLB resistance loci conferring incomplete, race-specific, NLB resistance have been reported in corn: Htl, Ht2, Ht3, and Htnl. Resistance conferred by these loci appears dependent on environmental conditions (e.g., light, temperature), and the loci tend to confer delayed leaf lesion development or delayed sporulation rather than complete disease resistance.
- Htl maps to the long arm of chromosome 1. See Bentolila et al, Identification of an RFLP marker tightly linked to the Htl gene in maize. Theoretical and Applied Genetics. 82: 393-398 (1991). Htl maps to the long arm of chromosome 8, and Htnl maps approximately 10 centimorgans distal to Htl on chromosome 8. See Zaitlin et al., Linkage of a second gene for NCLB resistance to molecular markers in maize. Maize Genetics Cooperative Newsletter. 66: 69-70 (1992); Simcox and Bennetzen, The use of molecular markers to study
- Ht3 maps to chromosome 7. See Van Staden et al, SCAR markers for the Htl, Htl, Ht3, and Hiw/resistance genes in maize. Maize Genetics
- a corn plant, seed, or cell provided herein possesses one or more NLB resistance QTLs and/or one or more NLB resistance alleles that confer enhanced resistance to NLB compared to a corn plant, seed, or cell that lacks the one or more NLB resistance QTLs and/or one or more NLB resistance alleles. Further, a corn plant, seed, or cell provided herein provided herein does not suffer a yield penalty when grown in the absence of NLB spores, conidia, and/or mycelia.
- a corn plant, seed, or cell provided herein is a Zea mays L. corn plant, seed, or cell.
- a corn plant, seed, or cell provided herein is a Zea mays ssp. mays corn plant, seed, or cell.
- a corn plant or seed provided herein is a domesticated line, cultivar, or variety of corn plant or seed.
- a corn plant, seed, or cell provided herein is a sweet corn plant, sweet corn seed, or sweet corn cell.
- this disclosure provides quantitative trait loci (QTLs) that exhibit significant co-segregation with NLB resistance.
- QTLs of this disclosure can be tracked during plant breeding or introgressed into a desired genetic background in order to provide plants exhibiting enhanced NLB resistance and one or more other beneficial traits.
- this disclosure identifies QTL intervals that are associated with NLB resistance in corn varieties CV114258, CV1 15214, CV099829, CV102084, CV095508, CV103141 , CV105893, CV595358, CV593417, CV1 17407, CV592505, and CV592420.
- this disclosure provides molecular markers closely linked to one or more NLB resistance QTLs and methods of using these markers for detection of and selection for NLB resistance.
- An aspect of this disclosure includes specific markers and their resistance alleles, chromosome intervals comprising the markers, and methods of detecting markers genetically linked to NLB resistance to identify plant lines with enhanced NLB resistance.
- one aspect of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 12 to 15.
- Another example of this disclosure provides a chromosome interval associated with NLB resistance, where the interval is flanked by any two of marker loci SEQ ID NOs: 22 to 25.
- Another example of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 37 to 42 and 474. Another example of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 44 to 49. Another example of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 57 to 62 and 458 to 466. Another example of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 79 to 81.
- Another example of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 87 to 89 and 477 to 480.
- Another example of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by marker loci SEQ ID NOs: 469 and 470.
- One aspect of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 8 to 18. Another aspect of this disclosure provides a chromosome interval associated with NLB resistance, where the interval is flanked by any two of marker loci SEQ ID NOs: 21 to 29. Another aspect of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 33 to 42, 473, and 474. Another aspect of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 43 to 49 and 475.
- Another aspect of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 57 to 64 and 458 to 468. Another aspect of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 74 to 82. Another aspect of this disclosure provides a chromosome interval associated with NLB resistance which is flanked by any two of marker loci SEQ ID NOs: 86 to 89 and 476, 477, 479, and 480. Also provided herein are markers, e.g. , SEQ ID NOs: 1-89 and 446-482, that are useful for tracking NLB resistant alleles and can be used in MAS breeding programs to produce plants with enhanced NLB resistance.
- markers e.g. , SEQ ID NOs: 1-89 and 446-482, that are useful for tracking NLB resistant alleles and can be used in MAS breeding programs to produce plants with enhanced NLB resistance.
- This disclosure further provides methods of using the markers identified herein to introgress loci associated with NLB resistance into NLB susceptible plants.
- one skilled in the art can use this disclosure to create a novel corn plant, seed, or cell with NLB resistance by crossing a donor line comprising a QTL provided herein with any desired recipient line, with or without MAS.
- this disclosure further provides methods for introgressing multiple NLB resistance QTLs identified herein to generate an enhanced NLB resistant population of corn plants, seeds, or cells.
- this disclosure provides a method of creating a population of corn plants, seeds, or cells, where the method comprises the steps of: (a) genotyping a first population of corn plants, seeds, or cells at one or more marker loci associated with one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01; (b) selecting from the first population one or more corn plants, seeds, or cells comprising one or more NLB resistance alleles of the one or more marker loci; and (c) producing from the selected one or more corn plants, seeds, or cells a second population of corn plants, seeds, or cells comprising one or more NLB QTLs.
- this disclosure provides a corn plant, seed, or cell as described in any of paragraphs [00175] to [00183] , where the corn seed further comprises one or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- this disclosure provides a corn plant, seed, or cell as described in any of paragraphs [00175] to [00183] , where the corn seed further comprises two or more NLB resistance loci selected from the group consisting of Htl, Htl, Htl, and Htnl.
- this disclosure provides a corn plant, seed, or cell as described in any of paragraphs [00175] to [00183] , where the corn seed further comprises three or more NLB resistance loci selected from the group consisting of Htl, Htl, Htl, and Htnl.
- this disclosure provides a corn plant, seed, or cell as described in any of paragraphs [00175] to [00183] , where the corn seed further comprises NLB resistance loci Htl, Htl, Htl, and Htnl.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB_2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01 and a second NLB resistance locus Htl.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB_7.01, and NLB_9.01 and a second NLB resistance locus Htl.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01 and a second NLB resistance locus Ht3.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01, and NLB_9.01 and a second NLB resistance locus Htnl.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB_4.01 and NLB_4.02 and a second NLB resistance locus selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB 4.01 and NLB 4.02 and a second NLB resistance locus Htl.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB 4.01 and NLB 4.02 and a second NLB resistance locus Htl.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB 4.01 and NLB 4.02 and a second NLB resistance locus Ht3.
- this disclosure provides a corn plant, seed, or cell comprising a first NLB resistance locus selected from the group consisting of NLB resistance QTLs NLB_4.01 and NLB_4.02 and a second NLB resistance locus Htnl.
- this disclosure provides a method of creating a population of corn plants, seeds, or cells, which method comprising the steps of: (a) genotyping a first population of corn plants, the population comprising at least one allele associated with NLB resistance, wherein the NLB resistance allele is associated with a marker selected from the group consisting of SEQ ID NOs: 1-89 and 446-482; (b) selecting from the first population one or more corn plants, seeds, or cells comprising the NLB resistance allele; and (c) producing from the selected corn plants, seeds, or cells a second population of corn plants, seeds, or cells comprising the at least one NLB resistance allele.
- this disclosure provides a method for introgressing a resistance allele of a locus conferring NLB resistance, which method comprising the steps of: (a) crossing a first corn plant with a second corn plant, wherein the first corn plant comprises the resistance allele, wherein the NLB resistance allele is associated with a marker selected from the group consisting of SEQ ID NOs: 1-89 and 446-482; (b) genotyping a progeny corn plant or seed from the cross using a marker associated with the resistance allele; and (c) selecting a progeny plant or seed comprising the resistance allele.
- this disclosure provides a method for introgressing an NLB resistance QTL, which method comprising the steps of: (a) crossing a first corn plant comprising an NLB resistance QTL selected from the group consisting of NLB resistance QTLs NLB 2.01 , NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01, with a second corn plant of a different genotype to produce one or more progeny plants or seeds; (b) assaying the one or more progeny plants or seeds at a marker locus associated with the NLB resistance QTL; and (c) selecting a progeny plant or seed comprising the NLB resistance QTL.
- this disclosure provides a method for creating a population of corn plants, seeds, or cells with NLB resistance, which method comprising the steps of: (a) concurrently detecting in a first population of corn plants, seeds, or cells the presence of a combination of two or more, three or more, four or more, five or more, six or more, or seven or more introgressed NLB resistance loci selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01, and NLB 9.01 ; (b) selecting from the first population one or more corn plants or seed comprising the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more introgressed NLB resistance QTLs; and (c) producing a population of offspring from the selected one or more corn plants, seeds, or cells.
- a method comprises concurrent detection of one or more molecular markers located in at least one chromosome interval flanked by any two of marker loci SEQ ID NOs: 1 to 18, any two of marker loci SEQ ID NOs: 19 to 31 , any two of marker loci SEQ ID NOs: 32 to 52 and 471 to 475, any two of marker loci SEQ ID NOs: 53 to 65 and 446 to 468, any two of marker loci SEQ ID NOs: 66 to 84, any two of marker loci SEQ ID NOs: 85 to 89 and 476 to 482, or marker loci SEQ ID NOs: 469 and 470.
- a method comprises concurrent detection of one or more molecular markers located in at least one chromosome interval flanked by any two of marker loci SEQ ID NOs: 12 to 15, any two of marker loci SEQ ID NOs: 22 to 25, any two of marker loci SEQ ID NOs: 37 to 42 and 474, any two of marker loci SEQ ID NOs: 44 to 49, any two of marker loci SEQ ID NOs: 57 to 62 and 458 to 466, any two of marker loci SEQ ID NOs: 79 to 81 , or any two of marker loci SEQ ID NOs: 87 to 89 and 477 to 480.
- a method comprises concurrent detection of one or more molecular markers located in at least one chromosome interval flanked by any two of marker loci SEQ ID NOs: 8 to 18, any two of marker loci SEQ ID NOs: 21 to 29, any two of marker loci SEQ ID NOs: 33 to 42, 473, and 474, any two of marker loci SEQ ID NOs: 43 to 49 and 475, any two of marker loci SEQ ID NOs: 57 to 64 and 458 to 468, any two of marker loci SEQ ID NOs: 74 to 82, or any two of marker loci SEQ ID NOs: 86 to 89 and 476, 477, 479, and 480.
- a method comprises concurrently detecting NLB resistance QTLs NLB_4.01, and NLB_4.02. In another aspect, a method comprises concurrently detecting NLB resistance QTLs NLB 4.01 and NLB 4.02 and at least one or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 3.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 4.01 and NLB 4.02 and at least two or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 3.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 4.01 and NLB 4.02 and at least three or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 3.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 4.01 and NLB 4.02 and at least four or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 3.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 4.01 and NLB 4.02 and at least five or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 3.01 , NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB_3.01, NLB_4.01 , and NLB_4.02.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 , NLB 4.01 , and NLB 4.02 and at least one or more NLB resistance QTLs selected from the group consisting of NLB 2.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 , NLB 4.01 , and NLB 4.02 and at least two or more NLB resistance QTLs selected from the group consisting of NLB 2.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 , NLB 4.01 , and NLB 4.02 and at least three or more NLB resistance QTLs selected from the group consisting of NLB 2.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 , NLB 4.01 , and NLB 4.02 and at least four or more NLB resistance QTLs selected from the group consisting of NLB 2.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB_3.01 and NLB_4.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.01 and at least one or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.01 and at least two or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.01 and at least three or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.01 and at least four or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.01 and at least five or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB_3.01 and NLB_4.02.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.02 and at least one or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.02 and at least two or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.02 and at least three or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.02 and at least four or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 3.01 and NLB 4.02 and at least five or more NLB resistance QTLs selected from the group consisting of NLB 2.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB_2.01, NLB_4.01 , and NLB_4.02.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 , NLB 4.01 , and NLB 4.02 and at least one or more NLB resistance QTLs selected from the group consisting of NLB 3.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 , NLB 4.01 , and NLB 4.02 and at least two or more NLB resistance QTLs selected from the group consisting of NLB 3.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 , NLB 4.01 , and NLB 4.02 and at least three or more NLB resistance QTLs selected from the group consisting of NLB 3.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 , NLB 4.01 , and NLB 4.02 and at least four or more NLB resistance QTLs selected from the group consisting of NLB 3.01, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB_2.01 and NLB_4.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.01 and at least one or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.01 and at least two or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.01 and at least three or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.01 and at least four or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.01 and at least five or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB_2.01 and NLB_4.02.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.02 and at least one or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.02 and at least two or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.02 and at least three or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.02 and at least four or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTLs NLB 2.01 and NLB 4.02 and at least five or more NLB resistance QTLs selected from the group consisting of NLB 3.01 , NLB 4.01 , NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB_4.01 and at least one or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and at least two or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and at least three or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- a method comprises concurrently detecting NLB resistance QTL NLB_4.02 and at least one or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl. In another aspect, a method comprises concurrently detecting NLB resistance QTL NLB_4.02 and at least two or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl. In another aspect, a method comprises concurrently detecting NLB resistance QTL NLB_4.02 and at least three or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- a method comprises concurrently detecting NLB resistance QTLs NLB 4.01 and NLB 4.02 and at least one or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- a method comprises concurrently detecting NLB resistance QTLs NLB_4.01 and NLB_4.02 and at least two or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- a method comprises concurrently detecting NLB resistance QTLs NLB 4.01 and NLB 4.02 and at least three or more NLB resistance loci selected from the group consisting of Htl, Htl, Ht3, and Htnl.
- a method comprises concurrently detecting NLB resistance QTL NLB 2.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 2.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 2.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 2.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 2.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 2.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01 , NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 2.01 and NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 3.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 3.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 3.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 3.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 3.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 3.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 3.01 and NLB resistance QTLs NLB 2.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.02,
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.01 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.02 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.02 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.02 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 5.01 , NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.02 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.02 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01 , NLB 5.01, NLB 6.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.02 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01 , NLB 3.01 , NLB 4.01, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 4.02 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 5.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 6.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 5.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 5.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 6.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 5.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 5.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01 , NLB 4.02, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 5.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01 , NLB 3.01 , NLB 4.01, NLB 4.02, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 5.01 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 6.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 6.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 7.01 , and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 6.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB_7.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 6.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 6.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01 ,
- a method comprises concurrently detecting NLB resistance QTL NLB 6.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01 , NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01, NLB 7.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 6.01 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 7.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 7.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 7.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 7.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 7.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 7.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01, and NLB_9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 7.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01 , NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01 , and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 7.01 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, and NLB 9.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 9.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, and NLB_7.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 9.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , and NLB 7.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 9.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB_6.01, and NLB_7.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 9.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , and NLB 7.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 9.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01, and NLB_7.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 9.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01 , NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01 , and NLB 7.01.
- a method comprises concurrently detecting NLB resistance QTL NLB 9.01 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, and NLB 7.01.
- this disclosure provides a method of producing a corn plant with enhanced NLB resistance, which method comprising the steps of: (a) crossing a first corn plant comprising an NLB resistance QTL with a second corn plant of a different genotype to produce one or more progeny plants or seeds; (b) selecting a progeny plant or seed comprising an NLB resistance allele of a polymorphic locus linked to an NLB resistance QTL, wherein a polymorphic locus is in a chromosomal segment flanked by any two of marker loci SEQ ID NOs: 1 to 18, any two of marker loci SEQ ID NOs: 19 to 31 , any two of marker loci SEQ ID NOs: 32 to 52 and 471 to 475, any two of marker loci SEQ ID NOs: 53 to 65 and 446 to 468, any two of marker loci SEQ ID NOs: 66 to 84, any two of marker loci SEQ ID NOs: 85 to 89 and 476 to 482, or marker loc
- the further progeny plant in step (d) is an F 2 to F 7 progeny plant.
- the further progeny plant in step (d) comprises 2 to 7 generations of backcrossing.
- a method comprises using marker- assisted selection to select an NLB resistance allele in at least one polymorphic locus selected from the group consisting of SEQ ID NOs: 1-89 and 446-482.
- this disclosure provides a method of obtaining a corn plant, seed, or cell with enhanced NLB resistance, which method comprises the steps of: (a) detecting in a population of corn plants, seeds, or cells a plant or seed comprising an NLB resistance allele at a polymorphic locus in a chromosomal segment flanked by SEQ ID NOs: 1 to 18, any two of marker loci SEQ ID NOs: 19 to 31, any two of marker loci SEQ ID NOs: 32 to 52 and 471 to 475, any two of marker loci SEQ ID NOs: 53 to 65 and 446 to 468, any two of marker loci SEQ ID NOs: 66 to 84, any two of marker loci SEQ ID NOs: 85 to 89 and 476 to 482, or marker loci SEQ ID NOs: 469 and 470; and (b) selecting the corn plant, seed, or cell from the population based on the presence of the NLB resistance allele.
- this disclosure provides a method of producing a corn plant with enhanced NLB resistance, which method comprising the steps of: (a) crossing a first corn plant comprising an NLB resistance haplotype with a second corn plant of a different genotype to produce one or more progeny plants or seeds; (b) selecting a progeny plant or seed based on the presence of the NLB resistance haplotype, wherein the haplotype comprises resistance alleles of two or more polymorphic loci in a chromosomal interval flanked by: any two marker loci selected from the group consisting of SEQ ID NOs: 1 to 18, any two of marker loci SEQ ID NOs: 19 to 31 , any two of marker loci SEQ ID NOs: 32 to 52 and 471 to 475, any two of marker loci SEQ ID NOs: 53 to 65 and 446 to 468, any two of marker loci SEQ ID NOs: 66 to 84, any two of marker loci SEQ ID NOs: 85 to 89 and 476
- this disclosure provides a method of obtaining a corn plant, seed, or cell with enhanced NLB resistance, which method comprising the steps of: (a) detecting in a population of corn plants, seeds, or cells a plant or seed comprising an NLB resistance haplotype, wherein the haplotype comprises resistance alleles of two or more polymorphic loci in a chromosomal interval flanked by: any two marker loci selected from the group consisting of SEQ ID NOs: 12 to 15; any two marker loci selected from the group consisting of SEQ ID NOs: 22 to 25; any two marker loci selected from the group consisting of SEQ ID NOs: 37 to 42 and 474; any two marker loci selected from the group consisting of SEQ ID NOs: 44 to 49; any two marker loci selected from the group consisting of SEQ ID NOs: 57 to 62 and 458 to 466; any two marker loci selected from the group consisting of SEQ ID NOs: 79 to 81 ; any two marker loci selected from the group consist
- an NLB resistance haplotype comprises resistance alleles of two or more polymorphic loci selected from the group consisting of SEQ ID NOs: 12-15; 22-24; 37-41 and 474; 44-46; 60-62 and 464-466; 79-81 ; 87-89, 477, and 480; and 469-470.
- this disclosure provides a method of obtaining a corn plant, seed, or cell with enhanced NLB resistance, which method comprising the steps of: (a) detecting in a population of corn plants, seeds, or cells a corn plant, seed, or cell comprising an NLB resistance haplotype, wherein the haplotype comprises resistance alleles of two or more polymorphic loci in a chromosomal interval flanked by: any two marker loci selected from the group consisting of SEQ ID NOs: 8 to 18; any two marker loci selected from the group consisting of SEQ ID NOs: 21 to 29; any two marker loci selected from the group consisting of SEQ ID NOs: 33 to 42, 473, and 474; any two marker loci selected from the group consisting of SEQ ID NOs: 43 to 49 and 475; any two marker loci selected from the group consisting of SEQ ID NOs: 57 to 64 and 458 to 468; any two marker loci selected from the group consisting of SEQ ID NOs:
- an NLB resistance haplotype comprises resistance alleles of two or more polymorphic loci selected from the group consisting of SEQ ID NOs: 8-18; 21-29; 33-42, 473, and 474; 43-49 and 475; 57-64 and 458- 468; 74-82; 86-89, 476, 477, 479, and 480; and 469-470.
- this disclosure provides a method for selecting a corn plant, seed, or cell, which method comprising the steps of: (a) isolating nucleic acids from a corn plant, seed, or cell; (b) analyzing the nucleic acids to detect a polymorphic marker associated with an NLB resistance QTL selected from the group consisting of NLB resistance QTLs
- this disclosure provides a method for selecting a corn plant, seed, or cell, which method comprising the steps of: (a) detecting in a population of corn plants, seeds, or cells a corn plant, seed, or cell comprising an NLB resistance allele of a marker locus associated with an NLB resistance QTL selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB_7.01, and NLB_9.01 ; and (b) selecting a corn plant, seed, or cell comprising the NLB resistance allele.
- this disclosure provides a method for evaluating a collection of corn germplasm, which method comprising the steps of: (a) obtaining a collection of corn germplasm; (b) isolating nucleic acids from each germplasm; (c) assaying the nucleic acids for one or more markers linked to an NLB resistance QTL selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 ,
- a method provided herein comprises genotyping by a marker assay.
- a method provided herein comprises marker-assisted selection.
- a method provided herein comprises assaying a SNP marker.
- a method provided herein comprises the use of an oligonucleotide probe.
- a method provided herein comprises using an oligonucleotide probe adjacent to a polymorphic nucleotide position in a marker locus being genotyped.
- a corn plant or seed provided herein can be an inbred, a hybrid, a transgenic, a haploid, a doubled haploid, or in an agronomically elite background.
- These groups are not mutually exclusive, and a corn plant or seed could be in two or more groups (e.g. , a plant could be a transgenic hybrid, another plant could be an inbred doubled haploid, etc.).
- a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 20 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482. In an aspect, a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 15 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482. In an aspect, a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 10 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 5 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482. In an aspect, a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 4 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482. In an aspect, a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 3 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 2 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482. In an aspect, a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 1 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482. In an aspect, a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within about 0.5 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a polymorphic marker locus within less than about 0.5 cM of any one of marker loci SEQ ID NOs: 1-89 and 446-482.
- this disclosure provides a method comprising genotyping a
- polymorphic locus selected from the group consisting of SEQ ID Nos: 1-89 and 446-482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 2.01, which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 2.01 , which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 12 to 15.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 2.01 , which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 8 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 20 cM of NLB resistance QTL NLB_2.01 , which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 15 cM of NLB resistance QTL NLB 2.01, which NLB resistance QTL
- NLB_2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 10 cM of NLB resistance QTL NLB 2.01 , which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 5 cM of NLB resistance QTL NLB 2.01, which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 4 cM of NLB resistance QTL NLB 2.01, which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 3 cM of NLB resistance QTL NLB 2.01 , which NLB resistance QTL
- NLB_2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 2 cM of NLB resistance QTL NLB 2.01 , which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 1 cM of NLB resistance QTL NLB 2.01, which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within about 0.5 cM of NLB resistance QTL NLB 2.01 , which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB 2.01 , which NLB resistance QTL NLB 2.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 3.01, which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 22 to 25.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 3.01, which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 21 to 29.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 20 cM of NLB resistance QTL NLB 3.01, which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 15 cM of NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 10 cM of NLB resistance QTL NLB 3.01, which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 5 cM of NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 4 cM of NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 3 cM of NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 2 cM of NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 1 cM of NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 0.5 cM of NLB resistance QTL NLB 3.01, which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB 3.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB_4.01, which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB_4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 37 to 42 and 474.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 33 to 42, 473, and 474.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 20 cM of NLB resistance QTL NLB 4.01, which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 15 cM of NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 10 cM of NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 5 cM of NLB resistance QTL NLB 4.01 , which NLB resistance QTL
- NLB_4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 4 cM of NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 3 cM of NLB resistance QTL NLB_4.01, which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 2 cM of NLB resistance QTL NLB 4.01, which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 1 cM of NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 0.5 cM of NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB 4.01 , which NLB resistance QTL NLB 4.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB_4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB_4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 44 to 49.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 43 to 49 and 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 20 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 15 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 10 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 5 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL
- NLB_4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 4 cM of NLB resistance QTL NLB_4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 3 cM of NLB resistance QTL NLB_4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 2 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 1 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 0.5 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB 4.02, which NLB resistance QTL NLB 4.02 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 5.01, which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 5.01 , which NLB resistance QTL NLB_5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 57 to 62 and 458 to 466.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 5.01, which NLB resistance QTL
- NLB_5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 57 to 64 and 458 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 20 cM of NLB resistance QTL NLB 5.01, which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 15 cM of NLB resistance QTL NLB 5.01 , which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 10 cM of NLB resistance QTL NLB 5.01 , which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 5 cM of NLB resistance QTL NLB 5.01 , which NLB resistance QTL
- NLB_5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 4 cM of NLB resistance QTL NLB 5.01 , which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 3 cM of NLB resistance QTL NLB_5.01, which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 2 cM of NLB resistance QTL NLB 5.01, which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 1 cM of NLB resistance QTL NLB 5.01 , which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 0.5 cM of NLB resistance QTL NLB 5.01 , which NLB resistance QTL NLB 5.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB 5.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 66 to 84.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 6.01 , which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 79 to 81.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 6.01 , which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 20 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 15 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 10 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 5 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 4 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 3 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 2 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 1 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 0.5 cM of NLB resistance QTL NLB 6.01, which NLB resistance QTL NLB 6.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB 6.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB_7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by the marker loci SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 20 cM of NLB resistance
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 15 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 10 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs:
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 5 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 4 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 3 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 2 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 1 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 0.5 cM of NLB resistance QTL NLB 7.01, which NLB resistance QTL NLB 7.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs:
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB_7.01 , which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 9.01 , which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 86 to 89, 476, 477, 479, and 480.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with NLB resistance QTL NLB 9.01 , which NLB resistance QTL NLB_9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 87 to 89, 477, and 480.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 20 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 15 cM of NLB resistance QTL NLB 9.01 , which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 10 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 5 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL
- NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 4 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 3 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 2 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 1 cM of NLB resistance QTL NLB 9.01 , which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus associated with and within about 0.5 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 9.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus within less than about 0.5 cM of NLB resistance QTL NLB 9.01, which NLB resistance QTL NLB 3.01 is located in a chromosomal interval flanked by any two of the marker loci selected from the group consisting of SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 1 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 12 to 15.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 8 to 18.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 19 to 31.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 22 to 25.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 21 to 29.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 32 to 52 and 471 to 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 37 to 42 and 474.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 44 to 49.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 33 to 42, 473, and 474. In yet another aspect, a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 43 to 49 and 475.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 53 to 65 and 446 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 57 to 62 and 458 to 466.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 57 to 64 and 458 to 468.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 66 to 84.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 79 to 81.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 74 to 82.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by marker loci SEQ ID NOs: 469 and 470.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 85 to 89 and 476 to 482.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 86 to 89, 476, 477, 479, and 480.
- a method provided herein comprises genotyping a corn plant, seed, or cell at a marker locus located in a chromosomal interval flanked by any two of marker loci SEQ ID NOs: 87 to 89, 477, and 480.
- a method provided herein comprises genotyping a corn plant, seed, or cell by detecting a haplotype.
- a haplotype comprises an NLB resistance allele at one or more, two or more, three or more, four or more, or five or more of marker loci SEQ ID NOs: 1 to 18.
- a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 1 to 18.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 1 to 18.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 1 to 18.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 1 to 18. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NOs: 12 to 15. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 12 to 15. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 12 to 15. In an aspect, a haplotype comprises an NLB resistance allele at marker loci SEQ ID NOs: 12 to 15.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 8 to 18. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 8 to 18. i an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 8 to 18. In an aspect, a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 8 to 18. hi an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 8 to 18.
- a haplotype comprises an NLB resistance allele at one or more, two or more, three or more, four or more, or five or more of marker loci SEQ ID NOs: 19 to 31.
- a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 19 to 31.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 19 to 31.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 19 to 31.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 19 to 31.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 22 to 25.
- a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 22 to 25.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 22 to 25.
- a haplotype comprises an NLB resistance allele at marker loci SEQ ID NOs: 22 to 25.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 21 to 29.
- a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 21 to 29.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 21 to 29.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 21 to 29.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 21 to 29.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 32 to 52 and 471 to 475.
- a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 32 to 52 and 471 to 475.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 32 to 52 and 471 to 475.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 32 to 52 and 471 to 475.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 32 to 52 and 471 to 475. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 37 to 42 and 474. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 37 to 42 and 474. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 37 to 42 and 474. In an aspect, a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 37 to 42 and 474.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 37 to 42 and 474. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 33 to 42, 473 and 474. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 33 to 42, 473 and 474. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 33 to 42, 473 and 474.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 33 to 42, 473 and 474. In an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 33 to 42, 473 and 474. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 43 to 49 and 475. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 43 to 49 and 475. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 43 to 49 and 475.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 43 to 49 and 475. i an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 43 to 49 and 475. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 44 to 49. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 44 to 49. hi an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 44 to 49.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 44 to 49.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 44 to 49.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 53 to 65 and 446 to 468. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 53 to 65 and 446 to 468. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 53 to 65 and 446 to 468. In an aspect, a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 53 to 65 and 446 to 468.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 53 to 65 and 446 to 468. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 57 to 64 and 458 to 468. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 57 to 64 and 458 to 468. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 57 to 64 and 458 to 468.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 57 to 64 and 458 to 468. In an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 57 to 64 and 458 to 468. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 57 to 62 and 458 to 466. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 57 to 62 and 458 to 466.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 57 to 62 and 458 to 466. In an aspect, a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 57 to 62 and 458 to 466. In an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 57 to 62 and 458 to 466.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 66 to 84.
- a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 66 to 84.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 66 to 84.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 66 to 84.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 66 to 84.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 79 to 81. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 79 to 81. In an aspect, a haplotype comprises an NLB resistance allele at marker loci SEQ ID NOs: 79 to 81. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 74 to 82. hi an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 74 to 82.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 74 to 82. In an aspect, a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 74 to 82. In an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 74 to 82.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 85 to 89 and 476 to 482. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 85 to 89 and 476 to 482. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 85 to 89 and 476 to 482. In an aspect, a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 85 to 89 and 476 to 482.
- a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 85 to 89 and 476 to 482. In an aspect, a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 86 to 89, 476, 477, 479, and 480. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 86 to 89, 476, 477, 479, and 480. In an aspect, a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 86 to 89, 476, 477, 479, and 480.
- a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 86 to 89, 476, 477, 479, and 480. In an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 86 to 89, 476, 477, 479, and 480. In an aspect, a haplotype comprises an NLB resistance allele at one or more, or two or more of marker loci SEQ ID NO: 87 to 89, 477 and 480. In an aspect, a haplotype comprises an NLB resistance allele at two or more of marker loci SEQ ID NOs: 87 to 89, 477 and 480.
- a haplotype comprises an NLB resistance allele at three or more of marker loci SEQ ID NOs: 87 to 89, 477 and 480. In an aspect, a haplotype comprises an NLB resistance allele at four or more of marker loci SEQ ID NOs: 87 to 89, 477 and 480. i an aspect, a haplotype comprises an NLB resistance allele at five or more of marker loci SEQ ID NOs: 87 to 89, 477 and 480.
- a haplotype comprises an NLB resistance allele at one or more of marker loci SEQ ID NO: 469 and 470. In an aspect, a haplotype comprises an NLB resistance allele at marker loci SEQ ID NO: 469 and 470.
- a corn plant, seed, or cell comprising NLB resistance QTLs or
- NLB resistant alleles provided herein exhibits intermediate resistance to NLB infection from Exserohilum turcicum (also referred to as Helminthosporium turcicum or Setosphaeria turcica).
- a corn plant, seed, or cell comprising NLB resistance QTLs or NLB resistant alleles provided herein exhibits at least mild resistance (e.g., NLB resistance score of ⁇ 5; see Table 1) to NLB infection from Exserohilum turcicum (also referred to as Helminthosporium turcicum or Setosphaeria turcica).
- a corn plant, seed, or cell comprising NLB resistance QTLs or NLB resistant alleles provided herein exhibits resistance (e.g., NLB resistance score of ⁇ 4; see Table 1) to NLB infection from
- NLB infection is caused by Exserohilum turcicum (also referred to as Helminthosporium turcicum or Setosphaeria turcica).
- NLB infection is caused by Exserohilum turcicum (also referred to as Helminthosporium turcicum or Setosphaeria turcica).
- a "low NLB stress condition” refers to a condition where very few to no NLB susceptible corn plants in a field plot (e.g. , less than 10%) exhibit signs of NLB infection. Signs of NLB infection can include: leaf lesions, foliage destruction, root rot, or stalk rot.
- a "high NLB stress condition” refers to a condition where a plurality of NLB susceptible corn plants in a field plot (e.g. , more than 30%) exhibit signs of NLB infection.
- an NLB resistance QTL or NLB resistance allele provided herein does not confer a yield penalty under a low NLB stress condition, i another example, a combination of two or more, three or more, four or more, five or more, or six or more NLB resistance QTLs provided herein does not confer a yield penalty under a low NLB stress condition.
- presence of NLB resistance QTL NLB 2.01 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition
- presence of NLB resistance QTL NLB 3.01 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition.
- presence of NLB resistance QTL NLB 4.01 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition.
- presence of NLB resistance QTL NLB_4.02 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition, hi an aspect, presence of NLB resistance QTL NLB 5.01 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition.
- presence of NLB resistance QTL NLB 6.01 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition.
- presence of NLB resistance QTL NLB 7.01 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition.
- presence of NLB resistance QTL NLB 9.01 in a corn plant, seed, or cell genome does not confer a yield penalty under a low NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs
- NLB_9.01 exhibits a reduction of NLB rating score of about 0.25 or more, 0.5 or more, 0.75 or more, 1 or more, 1.5 or more, 2 or more, 2.5 or more, 3 or more, 3.5 or more, 4 or more, 4.5 or more, 5 or more, 5.5 or more, 6 or more, 6.5 or more, 7 or more, or 7.5 or more compared to a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, or six or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 0.25 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 0.5 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 0.75 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 1 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 1.5 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 2 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 2.5 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 3 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 3.5 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 4 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 4.5 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 5 or more compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of about 5.5 or more compared to a corn plant without the one or more, two or
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs or NLB resistance alleles provided herein exhibits a reduction of NLB rating score of about 0.25 or more, 0.5 or more, 0.75 or more, 1 or more, 1.5 or more, 2 or more, 2.5 or more, 3 or more, 3.5 or more, 4 or more, 4.5 or more, 5 or more, 5.5 or more, 6 or more, 6.5 or more, 7 or more, or 7.5 or more compared to a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, or six or more NLB resistance QTLs or NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs
- NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01, and NLB_9.01 exhibits a reduction of NLB rating score of between 0.25 and 8, between 0.25 and 7.5, between 0.25 and 7, between 0.25 and 6.5, between 0.25 and 6, between 0.25 and 5.5, between 0.25 and 5, between 0.25 and 4.5, between 0.25 and 4, between 0.25 and 3.5, between 0.25 and 3, between 0.25 and 2.5, between 0.25 and 2, between 0.25 and 1.5, between 0.25 and 1 , between 1 and 8, between 1 and 7, between 1 and 6, between 1 and 5, between 1 and 4, between 1 and 3, or between 1 and 2 compared to a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 0.25 and 8 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 0.25 and 7.5 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 0.25 and 7 compared to a corn plant without the one or
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction ofNLB rating score of between 0.25 and 6.5 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction ofNLB rating score of between 0.25 and 6 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction ofNLB rating score of between 0.25 and 5.5 compared to a corn plant without the one or more
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 1 and 7 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 1 and 6 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 1 and 5 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 1 and 4 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 1 and 3 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a reduction of NLB rating score of between 1 and 2 compared to a corn plant without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs or NLB resistance alleles provided herein exhibits a reduction of NLB rating score of between 0.25 and 8, between 0.25 and 7.5, between 0.25 and 7, between 0.25 and 6.5, between 0.25 and 6, between 0.25 and 5.5, between 0.25 and 5, between 0.25 and 4.5, between 0.25 and 4, between 0.25 and 3.5, between 0.25 and 3, between 0.25 and 2.5, between 0.25 and 2, between 0.25 and 1.5, between 0.25 and 1 , between 1 and 8, between 1 and 7, between 1 and 6, between 1 and 5, between 1 and 4, between 1 and 3, or between 1 and 2 compared to a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs or NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs
- NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01, and NLB_9.01 exhibits a reduction of NLB rating score of between 5% and 90%, 5% and 80%, between 5% and 70%, between 5% and 60%, between 5% and 50%, between 5% and 40%, between 5% and 30%, between5% and 20%, between 5% and 15%, or between 5% and 10%, compared to a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance QTLs or NLB resistance alleles provided herein exhibits a seed yield increase of about 1% or more, 2% or more, 3% or more, 4% or more, 5% or more, 10% or more, 15% or more, 20% or more, 25% or more, 30% or more, 40% or more, 50% or more, 60% or more, 70% or more, 80% or more, 90% or more, or 100% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance QTLs or NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 1% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 1 % or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 2% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 2% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 3% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 3% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 4% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 4% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 5% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 5% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 10% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 10% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 15% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 15% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 20% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 20% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 25% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 25% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 30% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 30% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 40% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 40% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 50% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 50% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 60% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 60% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 70% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 70% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 80% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 80% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 90% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 90% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 100% or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles provided herein exhibits a seed yield increase of about 100% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, ten or more, or eleven or more NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01 exhibits a seed yield increase of about 1% or more, 2% or more, 3% or more, 4% or more, 5% or more, 10% or more, 15% or more, 20% or more, 25% or more, 30% or more, 40% or more, 50% or more, 60% or more, 70% or more, 80% or more, 90% or more, or 100% or more than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs or NLB resistance alleles provided herein exhibits a seed yield increase of between 1% and 100%, between 1% and 90%, between 1% and 80%, between 1% and 70%, between 1% and 60%, between 1% and 50%, between 1% and 40%, between 1% and 30%, between 1% and 25%, between 1% and 20%, between 1% and 15%, between 1% and 10%, between 1% and 5%, between 1% and 4%, between 1% and 3%, between 1% and 2%, between 2% and 90%, between 3% and 80%, between 4% and 70%, between 5% and 60%, between 10% and 50%, between 15% and 40%, between 20% and 30%, or between 5% and 25% of seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, or
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01 exhibits a seed yield increase of between 1% and 100%, between 1% and 90%, between 1% and 80%, between 1% and 70%, between 1% and 60%, between 1% and 50%, between 1% and 40%, between 1% and 30%, between 1% and 25%, between 1% and 20%, between 1% and 15%, between 1% and 10%, between 1% and 5%, between 1% and 4%, between 1% and 3%, between 1% and 2%, between 2% and 90%, between 3% and 80%, between 4% and 70%, between 5% and 60%, between 10% and 50%, between 15% and 40%, between 20% and
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 90% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 80% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 70% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed provided herein as described in any of paragraphs [00175] to
- [00183] exhibits a seed yield increase of between 1% and 60% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 50% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 40% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 30% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 25% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 20% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 15% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 10% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 5% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 4% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 3% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 1% and 2% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 2% and 90% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 3% and 80% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 4% and 70% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 5% and 60% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 10% and 50% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 15% and 40% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 20% and 30% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of between 5% and 25% compared to the seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs or NLB resistance alleles provided herein exhibits a seed yield about 0.1 quintal/hectare or more, 0.25 quintal/hectare or more, 0.5 quintal/hectare or more, 0.75 quintal/hectare or more, 1 quintal/hectare or more, 1.5 quintal/hectare or more, 2
- quintal/hectare or more 2.5 quintal/hectare or more, 3 quintal/hectare or more, 3.5 quintal/hectare or more, 4 quintal/hectare or more, 4.5 quintal/hectare or more, 5
- quintal/hectare or more 9 quintal/hectare or more, or 10 quintal/hectare or more higher than seed yield of a corn plant or seed without the one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs or NLB resistance alleles under a high NLB stress condition.
- a corn plant or seed comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01 exhibits a seed yield about 0.1 quintal/hectare or more, 0.25 quintal/hectare or more, 0.5 quintal/hectare or more, 0.75 quintal/hectare or more, 1 quintal/hectare or more, 1.5 quintal/hectare or more, 2 quintal/hectare or more, 2.5 quintal/hectare or more, 3
- quintal/hectare or more 3.5 quintal/hectare or more, 4 quintal/hectare or more, 4.5 quintal/hectare or more, 5 quintal/hectare or more, 6 quintal/hectare or more, 7
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 0.1 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 0.25 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 0.5 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 0.75 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 1 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 1.5 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 2 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- [00183] exhibits a seed yield increase of about 2.5 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 3 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 0.1 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 4 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 4.5 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 5 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 6 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 7 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- [00183] exhibits a seed yield increase of about 8 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 9 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield increase of about 10 quintal/hectare or more than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs or NLB resistance alleles provided herein exhibits a seed yield between 0.1 and 10 quintal/hectare, between 0.1 and 9 quintal/hectare, between 0.1 and 8 quintal/hectare, between 0.1 and 7 quintal/hectare, between 0.1 and 6 quintal/hectare, between 0.1 and 5 quintal/hectare, between 0.1 and 4.5 quintal/hectare, between 0.1 and 4 quintal/hectare, between 0.1 and 3.5 quintal/hectare, between 0.1 and 3 quintal/hectare, between 0.1 and 2.5 quintal/hectare, between 0.1 and 2 quintal/hectare, between 0.1 and 1.5 quintal/hectare, between 0.1 and 1 quintal/hectare, between 0.1 and 0.75 quintal/hectare, between 0.1 and 0.5 quintal/hectare, between 0.1 and 0.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.1 and 10 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.1 and 9 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.1 and 8 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.1 and 10 quintal/hectare higher than seed
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.1 and 0.5 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.1 and 0.25 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.25 and 9 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.5 and 8 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition
- hi an aspect, a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.75 and 7 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 0.25 and 9 quintal/
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 1.5 and 5 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 2 and 4 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed provided herein as described in any of paragraphs [00175] to [00183] exhibits a seed yield between 3 and 3.5 quintal/hectare higher than seed yield of a corn plant or seed without the NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 7.01 , NLB 6.01, and NLB 9.01 exhibits a seed yield between 0.1 and 10 quintal/hectare, between 0.1 and 9 quintal/hectare, between 0.1 and 8 quintal/hectare, between 0.1 and 7 quintal/hectare, between 0.1 and 6 quintal/hectare, between 0.1 and 5 quintal/hectare, between 0.1 and 4.5 quintal/hectare, between 0.1 and 4 quintal/hectare, between 0.1 and 3.5 quintal/hectare, between 0.1 and 3 quintal/hectare, between 0.1 and 3 quintal/hectare, between 0.1 and 2.5 quintal/hectare, between 0.1 and 2 quintal/hectare, between 0.1 and 1.5 qui
- this disclosure provides an NLB resistant corn plant or seed comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more introgressed NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant or seed provided herein comprises NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01, and NLB 9.01 obtainable, obtained, or introgressed from any one of corn lines CV1 14258, CV115214, CV099829, CV102084, CV095508, CV103141, CV105893, CV595358, CV593417, CV1 17407, CV592505, and CV592420.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTLs NLB 4.01, and NLB 4.02.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTLs NLB 2.01 , NLB 4.01, and NLB 4.02.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTLs NLB_2.01 and NLB_4.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTLs NLB 2.01 and NLB 4.02.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 2.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 2.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 2.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 2.01 and four or more NLB resistance QTLs selected from the group consisting of
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 2.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 2.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 3.01, NLB 4.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 2.01 and NLB resistance QTLs NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 3.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01 , and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 3.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 3.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01 , NLB 4.02, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 3.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 3.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01 , NLB 4.02, NLB 5.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 3.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 4.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 3.01 and NLB resistance QTLs NLB 2.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.02, NLB 5.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB_2.01, NLB_3.01 , NLB_4.02, NLB_5.01 , NLB_6.01 , NLB_7.01, and NLB_9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.02, NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.02, NLB 5.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.01 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.02, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.02 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 5.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.02 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.02 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 5.01 , NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB_4.02 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 5.01 , NLB 6.01, NLB 7.01 , and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.02 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 5.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.02 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 4.02 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 5.01, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 5.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 5.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 5.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 5.01 and four or more NLB resistance QTLs selected from the group consisting of
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 5.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 5.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 5.01 and NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 6.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 6.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 6.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 ,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 6.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01 , NLB 4.01, NLB 4.02, NLB 5.01 , NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 6.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01 , NLB 4.02, NLB 5.01, NLB 7.01 , and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 6.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 6.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 6.01 and NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 7.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 7.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 7.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 7.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB_2.01,NLB_3.01,NLB_4.01,NLB_4.02,NLB_5.01,NLB_6.01, andNLB_9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 7.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 7.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 7.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 7.01 and NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, and NLB 9.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 9.01 and one or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 9.01 and two or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 9.01 and three or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB_2.01,NLB_3.01,NLB_4.01,NLB_4.02,NLB_5.01,NLB_6.01, andNLB_7.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 9.01 and four or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, and NLB_7.01.
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 9.01 and five or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 9.01 and or six or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01,
- a corn plant, seed, or cell provided herein comprises NLB resistance QTL NLB 9.01 and NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, and NLB 7.01.
- a corn plant or seed comprising one or more NLB resistance QTLs provided herein exhibits smaller leaf lesions compared to a corn plant or seed lacking the one or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed comprising one or more NLB resistance QTLs provided herein exhibits fewer leaf lesions compared to a corn plant or seed lacking the one or more NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed comprising one or more NLB resistance QTLs provided herein exhibits less leaf area covered by leaf lesions compared to a corn plant or seed lacking the one or more NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed comprising one or more NLB resistance QTLs provided herein exhibits reduced stem rot compared to a corn plant or seed lacking the one or more NLB resistance QTLs under a high NLB stress condition.
- a corn plant or seed comprising one or more NLB resistance QTLs provided herein exhibits reduced root rot compared to a corn plant or seed lacking the one or more NLB resistance QTLs under a high NLB stress condition, i an aspect, a corn plant or seed comprising one or more NLB resistance QTLs provided herein exhibits less foliage destruction compared to a corn plant or seed lacking the one or more NLB resistance QTLs under a high NLB stress condition.
- this disclosure provides a method comprising providing a set of corn seeds described in any one of paragraphs [00175] to [00183] to a person desirous of planting the set of corn seeds in a field plot.
- a method comprising a field plot that exhibits NLB infection in any one of the previous one or more, two or more, three or more, four or more, five or more, six or more, seven or more, eight or more, nine or more, or ten or more planting seasons.
- a method, a corn plant, or a corn seed provided herein is used in combination with one or more pesticides including, but not limited to, herbicides, fungicides (e.g., picoxystrobin, cyproconazole, tetraconazole, pyraclostrobin, metconazole,
- pesticides including, but not limited to, herbicides, fungicides (e.g., picoxystrobin, cyproconazole, tetraconazole, pyraclostrobin, metconazole,
- azoxystrobin propiconazole, prothioconazole, trifloxystrobin
- insecticides microbiocides, nematicides, insect repellents, bactericides, and other substances used to control pests.
- a method, a corn plant, or a corn seed provided herein is used in combination with one or more triazoles, strobilurins, acylamino acids, pyrimidines, pyridines, arylphenyl ketones, amides, benzanilides, imidazoles, dinitrophenols, morpholines, phenylsulfamides and organophosphorus cpds, derivatives thereof and combinations thereof which can be applied as a seed treatment, a foliar treatment, a drench treatment, or a drip treatment.
- corn seeds provided herein are untreated.
- corn seeds provided herein can be subjected to various and multiple treatments.
- the seeds can be treated to improve germination by priming the seeds, by disinfection to protect against seed borne pathogens, or both priming and disinfection.
- seeds can be coated with any available coating to improve, for example, plantability, seed emergence, and protection against seed borne pathogens.
- Seed coating can be any form of seed coating including, but not limited to, pelleting, film coating, and encrustments.
- the disclosure provides methods to enhance NLB resistance by combining two or more, three or more, five or more, six or more, or seven or more NLB resistance QTLs provided herein.
- the combined NLB resistance QTLs have additive effects in providing NLB resistance.
- the combined NLB resistance QTLs have synergistic effects in providing NLB resistance, hi a further aspect, the combination of two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs provided herein has no negative effects over corn physiology, resistance, yield, or performance in general.
- this disclosure provides corn plant cells, tissues, and organs that are not reproductive material and do not mediate the natural reproduction of the plant.
- this disclosure provides a non-reproductive corn cell.
- this disclosure also provides corn plant cells, tissues, and organs that are reproductive material and mediate the natural reproduction of the plant.
- this disclosure provides corn plant cells, tissues, and organs that cannot maintain themselves via photosynthesis.
- this disclosure provides somatic corn plant cells. Somatic cells, contrary to germline cells, do not mediate plant reproduction.
- the provided cells, tissues and organs can be from seed, fruit, leaf, leaf blade, leaf sheath, auricle, ligule, cotyledon, hypocotyl, meristem, embryos, endosperm, root, shoot, stem, pod, flower, inflorescence, stalk, pedicel, style, stigma, receptacle, petal, sepal, pollen, anther, filament, ovary, ovule, pericarp, phloem, bud, or vascular tissue.
- this disclosure provides a corn plant chloroplast or mitochondria.
- this disclosure provides epidermal cells, stomata cell, trichomes, root hairs, a storage root, or a tuber.
- this disclosure provides a corn protoplast.
- this disclosure provides corn endosperm. In another example, this disclosure provides corn endosperm cells. In a further example, this disclosure provides a male or female sterile corn plant, which cannot reproduce without human intervention.
- this disclosure provides processed products made from a provided corn plant, seed, or cell.
- such products include, but are not limited to, meal, oil, plant extract, starch, fermentation products, or digestion products.
- this disclosure also provides a corn meal, which is substantially oil free and which is produced using the oilseed of any of the plants provided herein.
- this disclosure also provides a method of providing a corn meal by crushing oilseed of any of the plants provided herein.
- a corn plant, seed, or cell provided herein can also be genetically engineered to express various phenotypes of agronomic interest.
- Exemplary genes implicated in this regard include, but are not limited to, genes that confer resistance to pests or disease, genes that confer resistance or tolerance to an herbicide, genes that control male sterility, genes that affect abiotic stress resistance, and other genes and transcription factors that affect plant growth and agronomic traits such as yield, flowering, plant growth, or plant architecture.
- a corn plant, seed, or cell provided herein can be genetically transformed.
- One method for introducing an expression vector into plants is based on the natural transformation system of Agrobacterium. See, e.g., Horsch et al, A Simple and General Method for Transferring Genes into Plants. Science, 227: 1229-1231 (1985). A.
- tumefaciens and A. rhizogenes are plant pathogenic soil bacteria which genetically transform plant cells. Descriptions of Agrobacterium vector systems and methods for Agrobacterium- mediated gene transfer are provided by, for example, U.S. Pat. No. 5,563,055, incorporated herein by reference in its entirety.
- the expression vector is introduced into plant tissues with a biolistic device that accelerates the
- microprojectiles to speeds of 300 to 600 m/s which is sufficient to penetrate plant cell walls and membranes.
- Another method for physical delivery of DNA to plants is sonication of target cells.
- liposome and spheroplast fusion have been used to introduce expression vectors into plants. Electroporation of protoplasts and whole cells and tissues can also be used.
- expression of the above- described selectable marker genes allows for preferential selection of transformed cells, tissues, and/or plants, using regeneration and selection methods well-known in the art.
- the foregoing methods for transformation would typically be used for producing a transgenic variety.
- the transgenic variety could then be crossed with another (non-transformed or transformed) variety, in order to produce a new transgenic variety.
- a genetic trait which has been engineered into a particular corn line using the foregoing transformation techniques could be moved into another line using traditional backcrossing techniques that are well-known in the plant breeding arts.
- a backcrossing approach could be used to move an engineered trait from a public, non-elite variety into an elite variety, or from a variety containing a foreign gene in its genome into a variety or varieties which do not contain that gene.
- a corn plant, seed, or cell provided herein can also be produced by one or more genome engineering techniques or subject to further genomic editing.
- one or more NLB resistance alleles can be introduced into an NLB susceptible background.
- Exemplary genome engineering techniques include meganucleases, zinc-finger nucleases, TALENs, and CRISPR/Cas9 systems. See, e.g., Gaj et al, ZFN, TALEN, and CRISPR/Cas- based methods for genome engineering. Trends in Biotechnology, 31 :397-405 (2013).
- a corn plant or seed provided herein can also be subject to additional breeding using one or more known methods in the art, e.g. , pedigree breeding, recurrent selection, mass selection, and mutation breeding.
- Pedigree breeding starts with the crossing of two genotypes, such as a corn variety comprising an NLB resistance QTL or NLB resistance allele provided herein and another corn variety lacking such a locus. If the two original parents do not provide all the desired characteristics, other sources can be included in the breeding population.
- superior plants are selfed and selected in successive filial generations. In the succeeding filial generations the heterozygous condition gives way to homogeneous varieties as a result of self-fertilization and selection.
- backcrossing can be used to transfer one or more specifically desirable traits from one variety, the donor parent, to a developed variety called the recurrent parent, which has overall good agronomic characteristics yet lacks that desirable trait or traits.
- the same procedure can be used to move the progeny toward the genotype of the recurrent parent but at the same time retain many components of the non-recurrent parent by stopping the backcrossing at an early stage and proceeding with selfmg and selection.
- a corn variety can be crossed with another variety to produce a first generation progeny plant.
- the first generation progeny plant can then be backcrossed to one of its parent varieties to create a BC1 or BC2.
- Progenies are selfed and selected so that the newly developed variety has many of the attributes of the recurrent parent and yet several of the desired attributes of the non-recurrent parent. This approach leverages the value and strengths of the recurrent parent for use in new corn varieties.
- Recurrent selection is a method used in a plant breeding program to improve a population of plants.
- the method entails individual plants cross pollinating with each other to form progeny.
- the progeny are grown and the superior progeny selected by any number of selection methods, which include individual plant, half-sib progeny, full-sib progeny and selfed progeny.
- the selected progeny are cross pollinated with each other to form progeny for another population.
- This population is planted and again superior plants are selected to cross pollinate with each other.
- Recurrent selection is a cyclical process and therefore can be repeated as many times as desired.
- the objective of recurrent selection is to improve the traits of a population.
- the improved population can then be used as a source of breeding material to obtain new varieties for commercial or breeding use, including the production of a synthetic line.
- a synthetic line is the resultant progeny formed by the intercrossing of several selected varieties.
- Mass selection is another useful technique when used in conjunction with molecular marker enhanced selection.
- seeds from individuals are selected based on phenotype or genotype. These selected seeds are then bulked and used to grow the next generation.
- Bulk selection requires growing a population of plants in a bulk plot, allowing the plants to self-pollinate, harvesting the seed in bulk and then using a sample of the seed harvested in bulk to plant the next generation. Also, instead of self-pollination, directed pollination could be used as part of the breeding program.
- Mutation breeding can also be used to introduce new traits into a corn plant or seed provided herein. Mutations that occur spontaneously or are artificially induced can be useful sources of variability for a plant breeder.
- Mutation rates can be increased by many different means including temperature, long-term seed storage, tissue culture conditions, radiation (such as X-rays, gamma rays (e.g., cobalt-60 or cesium-137), neutrons (product of nuclear fission by uranium-235 in an atomic reactor), beta radiation (emitted from radioisotopes such as phosphorus-32 or carbon- 14), or ultraviolet radiation (from 2500 to 2900 nm)), or chemical mutagens (such as base analogues (5-bromo-uracil), related compounds (8-ethoxy caffeine), antibiotics (streptonigrin), alkylating agents (sulfur mustards, nitrogen mustards, epoxides, ethylenamines, sulfates, sulfonates, sulfones, lactones), azide, hydroxylamine, nitrous acid, or acridines
- radiation such as X-rays, gamma rays (e
- the disclosure provides a doubled haploid corn plant and seed that comprise an NLB resistance QTL or NLB resistance marker alleles provided herein.
- the doubled haploid approach achieves isogenic plants in a shorter time frame, and is particularly useful for generating inbred lines and quantitative genetics studies.
- Doubled haploid plants can be produced according to methods known in the art. For example, the initial step involves the haploidization of the plant which results in the production of a population comprising haploid seed. Non-homozygous lines are crossed with an inducer parent, resulting in the production of haploid seeds. Seeds that have haploid embryos, but normal triploid endosperm, advance to the second stage.
- haploid seeds After selecting haploid seeds from the population, the selected seeds undergo chromosome doubling to produce doubled haploid seeds.
- a spontaneous chromosome doubling in a cell lineage will lead to normal gamete production or the production of unreduced gametes from haploid cell lineages.
- Application of a chemical compound, such as colchicine can be used to increase the rate of diploidization.
- Colchicine binds to tubulin and prevents its polymerization into microtubules, thus arresting mitosis at metaphase, can be used to increase the rate of diploidization, i.e. doubling of the chromosome number.
- These chimeric plants are self-pollinated to produce diploid (doubled haploid) seed. This doubled haploid seed is cultivated and subsequently evaluated and used in hybrid testcross production.
- this disclosure also provides methods for making a substantially homozygous corn plant by producing or obtaining a seed from a cross of a corn plant comprising an NLB resistance allele and another corn plant and applying doubled haploid methods to the Fi seed or Fi plant or to any successive filial generation.
- this disclosure provides a hybrid corn plant or seed, and their production.
- the development of a corn hybrid in a corn plant breeding program generally involves three steps: (1) the selection of plants from various germplasm pools for initial breeding crosses; (2) the selfmg of the selected plants from the breeding crosses for several generations to produce a series of inbred lines, which, although different from each other, breed true and are highly uniform; and (3) crossing the selected inbred lines with different inbred lines to produce the hybrids.
- the vigor of the lines decreases. Vigor is restored when two different inbred lines are crossed to produce the hybrid.
- Combining ability of a line, as well as the performance of the line, is a factor in the selection of improved corn lines that can be used as inbreds.
- Combining ability refers to a line's contribution as a parent when crossed with other lines to form hybrids.
- the hybrids formed for the purpose of selecting superior lines are designated test crosses.
- One way of measuring combining ability is by using breeding values. Breeding values are based on the overall mean of a number of test crosses. This mean is then adjusted to remove environmental effects and it is adjusted for known genetic relationships among the lines.
- Hybrid seed production requires inactivation of pollen produced by the female parent.
- a pollination control system and effective transfer of pollen from one parent to the other offers improved plant breeding and an effective method for producing hybrid corn seed and plants.
- a male sterility system can be used to produce corn hybrids.
- Male sterility genes can increase the efficiency with which hybrids are made, in that they eliminate the need to physically emasculate the plant used as a female in a given cross. Where one desires to employ male-sterility systems, it can be beneficial to also utilize one or more male-fertility restorer genes. For example, where cytoplasmic male sterility
- CMS cytoplasmically male-sterile line having a CMS cytoplasm
- a fertile inbred with normal cytoplasm which is isogenic with the CMS line for nuclear genes
- a distinct, fertile inbred with normal cytoplasm carrying a fertility restoring gene
- the CMS line is propagated by pollination with the maintainer line, with all of the progeny being male sterile, as the CMS cytoplasm is derived from the female parent.
- the present disclosure provides markers that are in linkage disequilibrium with at least one NLB resistance QTL or NLB resistance allele and can be used to select for NLB resistance.
- Exemplary markers comprise SEQ ID NOs: 1-89 and 446- 482 with their NLB resistance alleles shown in Table 4. Markers within approximately 20 cM, 15 cM, 10 cM, 5 cM, 4 cM, 3 cM, 2 cM, 1 cM, 0.5 cM or less than 0.5 cM of these exemplary markers can also be identified from the known art.
- Genetic markers are distinguishable from each other (as well as from the plurality of alleles of any one particular marker) on the basis of polynucleotide length and/or sequence.
- any differentially inherited polymorphic trait including a nucleic acid polymorphism that segregates among progeny is a potential genetic marker.
- polymorphic markers serve as a useful tool for fingerprinting plants to inform the degree of identity of lines or varieties. These markers can form a basis for determining associations with phenotype and can be used to drive genetic gain. The implementation of marker-assisted selection is dependent on the ability to detect and analyze underlying genetic differences between individuals.
- nucleic acid analysis methods include, but are not limited to,
- PCR-based detection methods PCR-based detection methods, microarray methods, mass spectrometry-based methods, and/or nucleic acid sequencing methods.
- the detection of polymorphic sites in a sample of DNA, RNA, or cDNA can be facilitated through the use of nucleic acid amplification methods. Such methods specifically increase the concentration of
- polynucleotides that span the polymorphic site, or include that site and sequences located either distal or proximal to it.
- amplified molecules can be readily detected by gel electrophoresis, fluorescence detection methods, or other means.
- a method of achieving such amplification employs the polymerase chain reaction (PCR) using primer pairs that are capable of hybridizing to the proximal sequences that define a polymorphism in its double-stranded form.
- PCR polymerase chain reaction
- Methods for typing DNA based on mass spectrometry have been provided in U.S. Patent Nos. 6,613,509 and 6,503,710, and references found therein.
- Polymorphisms in DNA sequences can be detected or typed by a variety of effective methods well known in the art including, but not limited to, those provided in U.S. Patent Nos.
- compositions and methods of the present disclosure can be used in conjunction with any polymorphism typing method to type polymorphisms in genomic DNA samples.
- genomic DNA samples used include but are not limited to genomic DNA isolated directly from a plant, cloned genomic DNA, or amplified genomic DNA.
- polymorphisms in DNA sequences can be detected by hybridization to allele-specific oligonucleotide (ASO) probes as provided in U.S. Patent Nos. 5,468,613 and 5,217,863.
- ASO allele-specific oligonucleotide
- U.S. Patent No. 5,468,613 discloses allele specific oligonucleotide hybridizations where single or multiple nucleotide variations in nucleic acid sequence can be detected in nucleic acids by a process in which the sequence containing the nucleotide variation is amplified, spotted on a membrane and treated with a labeled sequence-specific oligonucleotide probe.
- Target nucleic acid sequence can also be detected by probe ligation methods as provided in U.S. Patent No. 5,800,944 where sequence of interest is amplified and hybridized to probes followed by ligation to detect a labeled part of the probe.
- Microarrays can also be used for polymorphism detection, wherein oligonucleotide probe sets are assembled in an overlapping fashion to represent a single sequence such that a difference in the target sequence at one point would result in partial probe hybridization (Borevitz et al , Large-scale identification of single-feature
- a single-feature polymorphism is a polymorphism detected by a single probe in an oligonucleotide array, wherein a feature is a probe in the array.
- Typing of target sequences by microarray-based methods is provided in U.S. Patent Nos. 6,799, 122; 6,913,879; and 6,996,476.
- Target nucleic acid sequence can also be detected by probe linking methods as provided in U.S. Patent No. 5,616,464, employing at least one pair of probes having sequences homologous to adjacent portions of the target nucleic acid sequence and having side chains which non-covalently bind to form a stem upon base pairing of the probes to the target nucleic acid sequence. At least one of the side chains has a photoactivatable group which can form a covalent cross-link with the other side chain member of the stem.
- SBE single base extension
- SBE methods include, but are not limited, to those provided in U.S. Patent Nos. 6,004,744; 6,013,431 ; 5,595,890; 5,762,876; and 5,945,283.
- SBE methods are based on extension of a nucleotide primer that is adjacent to a
- the SBE method uses four synthetic oligonucleotides. Two of the oligonucleotides serve as PCR primers and are complementary to sequence of the locus of genomic DNA which flanks a region containing the polymorphism to be assayed. Following amplification of the region of the genome containing the polymorphism, the PCR product is mixed with the third and fourth oligonucleotides (called extension primers) which are designed to hybridize to the amplified DNA adjacent to the polymorphism in the presence of DNA polymerase and two differentially labeled dideoxynucleosidetriphosphates.
- extension primers the third and fourth oligonucleotides
- one of the labeled dideoxynucleosidetriphosphates can be added to the primer in a single base chain extension.
- the allele present is then inferred by determining which of the two differential labels was added to the extension primer. Homozygous samples will result in only one of the two labeled bases being incorporated and thus only one of the two labels will be detected. Heterozygous samples have both alleles present, and will thus direct
- SNPs and indels can be detected by methods provided in U.S. Patent Nos. 5,210,015; 5,876,930; and
- an oligonucleotide probe having a 5' fluorescent reporter dye and a 3' quencher dye covalently linked to the 5' and 3' ends of the probe.
- the proximity of the reporter dye to the quencher dye results in the suppression of the reporter dye fluorescence, e.g., by Forster-type energy transfer.
- forward and reverse primers hybridize to a specific sequence of the target DNA flanking a polymorphism while the hybridization probe hybridizes to polymorphism-containing sequence within the amplified PCR product.
- DNA polymerase with 5' -> 3' exonuclease activity cleaves the probe and separates the reporter dye from the quencher dye resulting in increased fluorescence of the reporter.
- the locus or loci of interest can be directly sequenced using nucleic acid sequencing technologies.
- Methods for nucleic acid sequencing are known in the art and include technologies provided by 454 Life Sciences (Branford, CT), Agencourt Bioscience (Beverly, MA), Applied Biosystems (Foster City, CA), LI-COR Biosciences (Lincoln, NE), NimbleGen Systems (Madison, WI), Illumina (San Diego, CA), Pac-Bio (Menlo Park, CA) and VisiGen Biotechnologies (Houston, TX).
- nucleic acid sequencing technologies comprise formats such as parallel bead arrays, sequencing by ligation, capillary electrophoresis, electronic microchips, "biochips,” microarrays, parallel microchips, and single-molecule arrays, as reviewed by Service, Gene sequencing: the race for the $ 1000 genome. Science, 31 1 : 1544-46 (2006).
- the sequence of a nucleic acid comprising the marker locus of interest can be stored in a computer.
- the desired marker locus sequence or its homolog can be identified using an appropriate nucleic acid search algorithm as provided by, for example, in such readily available programs as BLAST, or even simple word processors.
- any of the aforementioned marker types can be employed in the context of this disclosure to identify chromosome intervals encompassing a genetic element that contributes to superior agronomic performance (e.g. , corn NLB resistance).
- the markers to be used in the methods of the present disclosure should preferably be diagnostic of origin in order for inferences to be made about subsequent populations.
- SNP markers can be ideal for mapping because the likelihood that a particular SNP allele is derived from independent origins in the extant populations of a particular species is very low. As such, SNP markers appear to be useful for tracking and assisting introgression of QTL, particularly in the case of genotypes.
- the present disclosure also provides chromosome intervals, marker loci, germplasm for conducting genome-wide association mapping for NLB resistance.
- chromosome intervals, marker loci, germplasm for conducting genome-wide association mapping for NLB resistance.
- Exemplary chromosome intervals and marker loci are provided in Tables 4 and 6. Genome-wide association mapping is conducted to find signals of association for various complex traits by surveying genetic variation in the whole genome.
- Association mapping relies on chromosomal recombination opportunities over a large number of generations, in the history of a species, which allows the removal of association between a QTL and any marker not tightly linked to it, thus improving the rate of discovery of true association (Jannink and Walsh, Quantitative Genetics, Genomics and Plant Breeding, Kang, Ed. CAB International, pp. 59-68 (2002)).
- MTA marker-trait association
- LD linkage disequilibrium
- LD mapping assumes that the main cause for LD is linkage that binds loci on the same chromosome together in transmission to next generation.
- each chromosome has been shuffled deeply, so that the chromosome has been broken into many tiny regions where loci remain transmitted together, but loci from different regions tend to transmit independently as if they were from different chromosomes.
- Chromosomal regions where loci are bound together in transmission are commonly known as LD blocks (Reich et al., Linkage disequilibrium in the human genome. Nature, 41 1 : 199-204 (2001)).
- LD mapping identifies genes of interest through genetic markers on the LD blocks where the genes are located. This is done by detecting significant associations between the markers and the traits that the genes affect with a sample of unrelated individuals or a sample of unrelated pedigrees that are genotyped on a selected set of markers covering candidate gene regions or the whole genome, and phenotyped on a set of traits of interest.
- LD mapping Compared with traditional linkage mapping methods that are typically based on artificial biparental segregating populations (e.g. , F2, BC, doubled haploid, recombinant inbred line, etc.), LD mapping generally produces better mapping resolution, because of the smaller sizes of LD blocks. In addition, LD mapping is useful in identifying more than two functional alleles at associated markers in a germplasm. Further, LD mapping is efficient for evaluating natural populations.
- markers, alleles, and haplotypes can be used for identifying QTLs associated with NLB resistance.
- the statistical principles of QTL identification include penalized regression analysis, ridge regression, single marker analysis, complex pedigree analysis, Bayesian MCMC, identity-by-descent analysis, interval mapping, composite interval mapping (CIM), joint linkage mapping, and Haseman-Elston regression.
- a QTL can act through a single gene mechanism or by a polygenic mechanism.
- the present disclosure provides an NLB resistance QTL interval, where an NLB resistance QTL (or multiple NLB resistance QTLs) that segregates with an NLB resistance trait is contained in the chromosomal interval.
- an NLB resistance QTL or multiple NLB resistance QTLs
- NLB resistance locus or “NLB resistance loci”
- an NLB resistance QTL interval is drawn to encompass markers that will be closely linked to or associated with one or more NLB resistance QTLs.
- an NLB resistance QTL interval is drawn such that any marker that lies within that interval (including the terminal markers that define the boundaries of the interval) is genetically linked to or associated with the NLB resistance QTL.
- Each interval comprises at least one NLB resistance QTL, and furthermore, can indeed comprise more than one NLB resistance QTL.
- Close proximity of multiple QTLs in the same interval can obfuscate the correlation of a particular marker with a particular QTL, as one marker can demonstrate linkage to more than one QTL. Conversely, e.g. , if two markers in close proximity show co-segregation with the desired phenotypic trait, it is sometimes unclear if each of those markers identifying the same QTL or two different QTLs.
- the present disclosure also provides the mapping of additional
- SNP markers associated with or closely linked to one or more NLB resistance QTLs provided herein.
- SNP markers are ideal for mapping because the likelihood that a particular SNP allele is derived from independent origins in the extant populations of a particular species is very low.
- SNP markers are useful for tracking and assisting introgression of NLB resistance QTLs, particularly in the case of haplotypes.
- a SNP marker is selected for mapping an NLB resistance QTL based on the marker's genetic map position, i another aspect, a SNP marker is selected for mapping an NLB resistance QTL based on the marker's physical map position.
- the genetic linkage of additional marker molecules can be established by a gene mapping model such as, without limitation, the flanking marker model reported by Lander and Botstein, (Lander and Botstein, Mapping Mendelian Factors Underlying
- a maximum likelihood estimate (MLE) for the presence of a marker is calculated, together with an MLE assuming no QTL effect, to avoid false positives.
- LOD logio (MLE for the presence of a QTL/MLE given no linked QTL).
- the LOD score essentially indicates how much more likely the data are to have arisen assuming the presence of a QTL versus in its absence.
- the LOD threshold value for avoiding a false positive with a given confidence, say 95%, depends on the number of markers and the length of the genome. Graphs indicating LOD thresholds are set forth in Lander and Botstein, (Lander and Botstein, Mapping Mendelian Factors Underlying
- this disclosure provides chromosomal intervals comprising QTL associated with NLB resistance.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 12 to 15.
- the chromosome intervals of this disclosure are
- chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 22 to 25.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 37 to 42 and 474. In another aspect, the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 44 to 49. In another aspect, the chromosome intervals of this disclosure are
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 57 to 62 and 458 to 466.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 79 to 81.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 87 to 89, 477, and 480.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by the marker loci SEQ ID NOs: 469 and 470.
- this disclosure provides chromosomal intervals comprising QTL associated with NLB resistance.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 8 to 18.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 21 to 29.
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 33 to 42, 473, and
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 43 to 49 and
- the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 57 to 64 and 458 to 468. In another aspect, the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 74 to 82. In another aspect, the chromosome intervals of this disclosure are characterized by genomic regions including and flanked by any two of marker loci SEQ ID NOs: 86 to 89, 476, 477, 479, and 480.
- This disclosure also provides multiple markers linked to or associated with an
- NLB resistance QTL for example, the markers having the sequence selected from SEQ ID NOs: 1-89 and 446-482.
- This disclosure therefore provides plants comprising a nucleic acid molecule selected from the group consisting of SEQ ID NOs: 1-89 and 446-482, fragments thereof, or complements thereof.
- the present disclosure further provides a plant comprising alleles of the chromosome interval linked to or associated with NLB resistance or fragments and complements thereof as well as any plant comprising any combination of two or more NLB resistance alleles of marker loci selected from the group consisting of SEQ ID NOs: 1- 89 and 446-482. Plants provided by this disclosure can be homozygous or heterozygous for such alleles.
- compositions and methods of the present disclosure can be utilized to guide MAS or breeding corn varieties with a desired complement (set) of allelic forms of chromosome intervals associated with superior agronomic performance (e.g., NLB resistance).
- a desired complement set
- allelic forms of chromosome intervals associated with superior agronomic performance e.g., NLB resistance
- Any of the provided marker alleles can be introduced into a corn line via introgression, by traditional breeding (or introduced via transformation, or both) to yield a corn plant with superior agronomic performance.
- the number of alleles associated with NLB resistance that can be introduced or be present in a corn plant of the present disclosure ranges from 1 to the number of alleles provided herein, each integer of which is incorporated herein as if explicitly recited.
- MAS using additional markers flanking either side of the DNA locus provide further efficiency because an unlikely double recombination event would be needed to simultaneously break linkage between the locus and both markers. Moreover, using markers tightly flanking a locus, one skilled in the art of MAS can reduce linkage drag by more accurately selecting individuals that have less of the potentially deleterious donor parent DNA. Any marker linked to or among the chromosome intervals described herein can thus find use within the scope of this disclosure.
- marker loci can be introgressed into any desired genomic background, germplasm, plant, line, variety, etc., as part of an overall MAS breeding program designed to enhance NLB resistance.
- This disclosure also provides QTL intervals that can be used in MAS to select plants that demonstrate NLB resistance. Similarly, QTL intervals can also be used to counter-select plants that are lacking NLB resistance. By identifying plants lacking a desired marker locus, plants lacking NLB resistance can be identified and selected or eliminated from subsequent crosses.
- the present disclosure also extends to a method of making a progeny com plant and the resulting progeny com plants.
- the method comprises crossing a first parent com plant with a second com plant and growing the com plant parent under plant growth conditions to yield com plant progeny.
- Methods of crossing and growing a com plant are well within the ability of those of ordinary skill in the art.
- Such com plant progeny can be assayed for alleles associated with NLB resistance as provided herein and, thereby, the desired progeny selected.
- Such progeny plants or seed thereof can be sold commercially for com production, used for food, processed to obtain a desired constituent of the com, or further utilized in subsequent rounds of breeding.
- At least one of the first or second com plants can be a com plant of the present disclosure in that it comprises at least one of the allelic forms of the markers of the present disclosure, such that the progeny are capable of inheriting the allele.
- markers flanking the locus of interest that have alleles in linkage disequilibrium (LD) with an NLB resistance allele at that locus can be effectively used to select for progeny plants with NLB resistance.
- the markers described herein such as those listed in Table 4, as well as other markers genetically linked to or associated with the same chromosome interval, can be used to select for a com plant, seed, or cell with NLB resistance.
- a set of these markers will be used, (e.g. , 2 or more, 3 or more, 4 or more, 5 or more) in the flanking regions of the locus.
- a marker flanking or within the actual locus can also be used.
- markers that are polymorphic between the two parents used for selection In an introgression program, this allows for selection of the gene or locus genotype at the more proximal polymorphic markers and selection for the recurrent parent genotype at the more distal polymorphic markers.
- the choice of markers actually used to practice this disclosure is not limited and can be any marker that is genetically linked to or associated with the QTL intervals as described in Table 6, including markers within approximately 20 cM, 15 cM, 10 cM, 5 cM, 4 cM, 3 cM, 2 cM, 1 cM, 0.5 cM or less than 0.5 cM of the intervals provided herein.
- Examples include, but are not limited to, any marker selected from SEQ ID NOs: 1-89 and 446-482.
- a marker locus selected from SEQ ID NOs: 1-89 and 446-482 can be amplified using an appropriate pair of primers as indicated in Table 5.
- markers detection assays since there are many different types of marker detection assays known in the art, it is not intended that the type of marker detection assay used to practice this disclosure be limited in any way.
- NLB resistance a DNA locus influencing a phenotype
- Markers containing the causal mutation for a trait, or that are within the coding sequence of a causative gene, are ideal as no recombination is expected between them and the sequence of DNA responsible for the phenotype. However, markers do not need to contain or correspond to causal mutations in order to be effective in MAS. In fact, most MAS breeding only uses markers linked to or associated with a causal mutation.
- Developing molecular markers in crop species can increase efficiency in plant breeding through MAS. Genetic markers are used to identify plants that contain a desired genotype at one or more loci, and that are expected to transfer the desired genotype, along with a desired phenotype to their progeny. Genetic markers can be used to identify plants containing a desired genotype at one locus, or at several unlinked or linked loci (e.g. , a haplotype), and that would be expected to transfer the desired genotype, along with a desired phenotype to their progeny. The present disclosure provides the means to identify plants that exhibit NLB resistance by identifying chromosomal intervals and genetic markers associated with NLB resistance.
- MAS uses polymorphic markers that have been identified as having a significant likelihood of co-segregation with a desired trait. Such markers are presumed to map near a gene or genes that give the plant its desired phenotype, and are considered indicators for the desired trait.
- a first corn plant or germplasm exhibiting a desired trait can be crossed with a second corn plant or germplasm (the recipient; e.g., an elite or exotic corn, depending on characteristics that are desired in the progeny) to create an introgressed corn plant or germplasm as part of a breeding program.
- the recipient plant can also contain one or more loci associated with one or more desired traits, which can be qualitative or quantitative trait loci.
- the recipient plant can contain a transgene.
- the recipient corn plant or germplasm will typically lack desired traits as compared to the first corn plant or germplasm, while the introgressed corn plant or germplasm will display improved traits as compared to the second plant or germplasm.
- An introgressed corn plant or germplasm produced by these methods are also a feature of this disclosure.
- MAS is a powerful shortcut to select for desired phenotypes and for introgressing desired traits into cultivars (e.g. , introgressing desired traits into elite lines). MAS is easily adapted to high throughput molecular analysis methods that can quickly screen large numbers of plant or germplasm genetic material for the markers of interest and is much more cost effective than cultivating and observing plants for visible traits.
- Genomic selection also known as genome wide selection (GWS) is a form of MAS that estimates all locus, haplotype, and/or marker effects across the entire genome to calculate genomic estimated breeding values (GEBVs).
- GEBVs genomic estimated breeding values
- genotypes and phenotypes are analyzed in a subset of a population to generate a GS prediction model that incorporates significant relationships between phenotypes and genotypes.
- a GS training population must be representative of selection candidates in the breeding program to which GS will be applied, i the breeding phase, genotype data are obtained in a breeding population, then favorable individuals are selected based on GEBVs obtained using the GS prediction model generated during the training phase without the need for phenotypic data.
- GS comprises at least one marker in LD with each QTL, but in practical terms one of ordinary skill in the art would recognized that this is not necessary.
- GEBVs are the sum of the estimate of genetic deviation and the weighted sum of estimates of breed effects, which are predicted using phenotypic data.
- commonly used statistical models for prediction of GEBVs include best linear unbiased prediction (Henderson, Best linear unbiased estimation and prediction under a selection model. Biometrics 31 : 423 (1975)) and a Bayesian framework (Gianola and Fernando, Bayesian methods in animal breeding theory. Journal of Animal Science 63: 217- 244 (1986)).
- compositions and methods of the present disclosure can be utilized for GS or breeding corn varieties with a desired complement (set) of allelic forms of chromosome intervals associated with superior agronomic performance (e.g., NLB resistance).
- a corn plant, seed, or cell provided herein can be selected using genomic selection.
- SEQ ID NOs: 1-89 and 446-482 can be used in a method comprising genomic selection.
- a genomic selection method provided herein comprises phenotyping a population of corn plants for NLB resistance using the NLB rating scale provided in Table 1.
- a genomic selection method provided herein comprises genotyping a population of corn plants, seeds, or cells with at least one of marker loci SEQ ID NOs: 1-89 and 446-482. Introgression of NLB Resistance QTLs Using MAS
- the disclosure provides methods and markers for introgressing one or more
- introgression of a desired allele at a specified locus can be transmitted to at least one progeny via a cross between two parents of the same species, where at least one of the parents has the desired allele in its genome.
- transmission of an allele can occur by recombination between two donor genomes, e.g. , in a fused protoplast, where at least one of the donor protoplasts has the desired allele in its genome.
- the desired allele can be, e.g.
- a selected allele of a marker, a QTL, a transgene, or the like, hi any case, offspring comprising the desired allele can be repeatedly backcrossed to a line having a desired genetic background and selected for the desired allele, to result in the allele becoming fixed in a selected genetic background.
- the introgression of one or more desired loci from a donor line into another line is achieved via repeated backcrossing to a recurrent parent accompanied by selection to retain one or more loci from the donor parent.
- Markers associated with NLB resistance are assayed in progeny and those progeny with one or more desired markers are selected for advancement.
- one or more markers can be assayed in the progeny to select for plants with the genotype of the agronomically elite parent.
- markers of this disclosure can be used in conjunction with other markers, ideally at least one on each chromosome of the corn genome, to track the introgression of NLB resistance into elite germplasm.
- QTL intervals associated with NLB resistance will be useful in conjunction with SNP molecular markers of the present disclosure to combine quantitative and qualitative NLB resistance in the same plant.
- a method of creating a population of corn plants, seeds, or cells comprising:
- NLB Northern Leaf Blight
- QTLs Northern Leaf Blight
- marker loci SEQ ID NOs: 469 and 470.
- any two marker loci selected from the group consisting of SEQ ID Nos: 12 to 15;
- any two marker loci selected from the group consisting of SEQ ID Nos: 22 to 25;
- any two marker loci selected from the group consisting of SEQ ID Nos: 37 to 42 and 474;
- any two marker loci selected from the group consisting of SEQ ID Nos: 44 to 49;
- any two marker loci selected from the group consisting of SEQ ID NOs: 87 to
- marker loci SEQ ID NOs: 469 and 470.
- any two marker loci selected from the group consisting of SEQ ID Nos: 21 to 29;
- any two marker loci selected from the group consisting of SEQ ID Nos: 33 to 42, 473, and 474;
- any two marker loci selected from the group consisting of SEQ ID Nos: 43 to 49 and 475;
- any two marker loci selected from the group consisting of SEQ ID NOs: 57 to 64 and 458 to 468;
- any two marker loci selected from the group consisting of SEQ ID NOs: 74 to 82;
- any two marker loci selected from the group consisting of SEQ ID NOs: 86 to
- marker loci SEQ ID NOs: 469 and 470.
- any one of embodiments 1-4 wherein said one or more marker loci are within about 5 cM, 1 cM, 0.5 cM, or less than 0.5 cM of any one of marker loci selected from the group consisting of SEQ ID NOs: 1-89 and 446-482.
- step (a) comprises assaying a single nucleotide polymorphism marker.
- step (a) comprises the use of an oligonucleotide probe.
- step (a) comprises detecting a haplotype.
- a method of introgressing an NLB resistance QTL comprising:
- polymorphic locus linked to said NLB resistance QTL wherein said polymorphic locus is in a chromosomal segment flanked by:
- marker loci SEQ ID NOs: 469 and 470.
- polymorphic locus is within about 10 cM, 5 cM, 1 cM, 0.5 cM, or less than 0.5 cM of any one of marker loci selected from the group consisting of SEQ ID NOs: 1-89 and 446-482.
- NLB resistance allele selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- seed yield of said corn plant is about 1% or more, 3% or more, 5% or more, 10% or more, 20% or more, 30% or more, 40% or more, 50% or more, 60% or more, 70% or more, 80% or more, 90% or more, or 100% or more higher than seed yield of a corn plant without said
- NLB resistance QTLs comprises NLB resistance QTL NLB 4.01 and at least one NLB resistance QTL selected from the group consisting of NLB 2.01, NLB 3.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and
- NLB resistance QTLs comprises NLB resistance QTL NLB_4.02 and at least one NLB resistance QTL selected from the group consisting of NLB 2.01, NLB 3.01, NLB 4.01, NLB 5.01, NLB 6.01, NLB 7.01, and
- NLB resistance QTLs NLB 4.01 and NLB 4.02, and at least one NLB resistance QTL selected from the group consisting ofNLB_2.01, NLB 3.01, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01.
- a method for selecting a corn plant, seed, or cell comprising:
- NLB resistance QTL selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB_9.01; and c. selecting a corn plant, seed, or cell comprising said NLB resistance QTL.
- a method comprising providing a set of corn seeds comprising one or more, two or more, three or more, four or more, five or more, six or more, or seven or more NLB resistance QTLs selected from the group consisting of NLB resistance QTLs
- NLB resistance QTLs selected from the group consisting of NLB resistance QTLs NLB 2.01, NLB 3.01, NLB 4.01, NLB 4.02, NLB 5.01, NLB 6.01, NLB 7.01, and NLB 9.01 in said field plot.
- NLB disease resistance is measured 14-21 days after inoculation by rating the percentage of leaf area infected on a scale of 1 (highly resistant) to 9 (susceptible) as shown in Table 1.
- mapping populations are shown in Table 2. These populations include twelve NLB resistant parents (CVl 14258, CVl 15214, CV099829, CV102084, CV095508, CV103141, CV105893, CV595358, CV593417, CVl 17407, CV592505, and CV592420). Each mapping population is scored for NLB resistance and individual plant scores from rows of 20 plants each are averaged and reported as a final score for the row.
- Plants from all mapping populations are genotyped using SNP markers that collectively span each chromosome in the maize genome. Marker-trait association studies are performed to identify NLB disease resistance QTLs and their associated markers using composite interval mapping (CIM) and single marker analysis (SMA).
- CIM composite interval mapping
- SMA single marker analysis
- a composite interval mapping (CIM) approach is taken to identify NLB resistance QTL intervals based on the phenotyping and genotyping data collected in Example 1. For each marker, the thresholds of likelihood ratio between full and null models for CIM are based on 1000 random permutation tests (Churchill and Doerg, Genetics, 138(3):963-71 (1994)).
- the composite interval mapping (CIM) analysis reveals several strong QTLs associated with NLB resistance. The QTLs are confirmed in multiple genetic backgrounds and summarized in Table 3.
- SMA Single-marker analysis
- SNP markers are identified to be linked to NLB disease resistance (Table 4). Table 4 also provides the effect estimates on NLB rating score for each marker linked to NLB disease resistance. Further provided are the SEQ ID NO of the marker, chromosome position, marker position on Monsanto' s internal consensus genetic map, corresponding marker position on the Neighbors 2008 maize genetic map (publicly available at the MaizeGDB website, maizegdb.org/data_center/map), genetic source of favorable allele, resistant allele SNP, susceptible allele SNP, the estimated effect that the marker
- polymorphism has on the NLB rating score, and p-value based on 10,000 random
- SEQ ID NO: 1 is associated with a 0.47% reduction in NLB rating score by one copy of the resistant allele.
- a "resistant” allele at one locus can be a "susceptible” allele in a different genetic background.
- this disclosure is not limited to the "resistant” and “susceptible” alleles exemplified herein.
- SNP marker SEQ ID NO: 1 can be amplified using the primers described in Table 5 as SEQ ID NO: 90 (forward primer) and SEQ ID NO: 179 (reverse primer), and detected with probes indicated as SEQ ID NO: 268 (Probe 1) and SEQ ID NO: 357 (Probe 2).
- IcM refers to the map units of the IBM2 2008 Neighbors Genetic Map, which was generated with an intermated recombinant inbred population (syn 4) that resulted in approximately a four-fold increase in the number of meiosies as compared to the typical recombination experiment that is used to generate cM distances (Lee et al., 2002, Plant Mol Biol 48:453 and the Maize Genetics and Genomics Database).
- cM refers to the classical definition of a centimorgan wherein one cM is equal to a 1% chance that a trait at one genetic locus will be separated from a trait at another locus due to crossing over in a single generation (meaning the traits co-segregate 99% of the time during meiosis), and this definition is used herein to delineate map locations pertaining to this invention. Table 5. Exemplary primers and probes used for genotyping representative SNP markers associated with NLB disease resistance.
- sequences to either side of the given primers can be used in place of the given primers, so long as the primers can amplify a region that includes the allele to be detected.
- the precise probe used for detection can vary, e.g., any probe that can identify the region of a marker amplicon to be detected can be substituted for those probes exemplified herein. Configuration of the amplification primers and detection probes can also be varied. Thus, this disclosure is not limited to the primers, probes, or marker sequences specifically listed in the tables.
- the QTLs are designated as NLB 2.01, NLB 3.01, NLB 4.01,
- Plants with or without resistant NLB QTL are derived. Plants carrying the resistant allele of NLB-2.01, NLB-3.01 or NLB-4.02 show significant reductions in NLB rating score when compared to plants carrying the susceptible allele (Table 7). Table 7. Validation of NLB QTLs.
- Example 5 Introgression of NLB resistance QTLs into additional maize lines.
- a maize plant comprising one or more, two or more, or three or more NLB resistance QTLs is crossed with an elite maize line comprising a desirable trait (e.g., improved yield under water, temperature, or pest stress conditions), but susceptible to NLB.
- Fi progeny plants from this cross are assayed for one or more SNP markers exemplified in Tables 4 and 5 or molecular markers linked to those SNP markers to select for NLB resistance QTLs.
- a selected Fi progeny plant is then backcrossed with the parent elite maize line comprising the desirable trait (recurrent parent). Plants from the BC 1 generation are also genotyped using SNP markers exemplified in Table 5, or a linked marker, to select for NLB resistance QTLs.
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CA3006080A1 (en) * | 2015-12-18 | 2017-06-22 | Monsanto Technology Llc | Methods for producing corn plants with northern leaf blight resistance and compositions thereof |
CA3076426A1 (en) | 2017-09-29 | 2019-04-04 | Seminis Vegetable Seeds, Inc. | Maize plants with improved disease resistance |
CN108893550B (en) * | 2018-07-10 | 2021-08-10 | 北京市农林科学院 | Development and application of SNP molecular marker related to resistance of corn stalk rot |
JP2022516413A (en) * | 2018-12-21 | 2022-02-28 | セミニス・ベジタブル・シーズ・インコーポレイテツド | Corn plants with improved disease resistance |
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