title: Genome-Wide Association Mapping Reveals Novel QTL for Seedling Leaf Rust Resistance in a Worldwide Collection of Winter Wheat.
abstract: Leaf rust of wheat ( L.) is a major disease that causes significant yield losses worldwide. The short-lived nature of leaf rust resistance () genes necessitates a continuous search for novel sources of resistance. We performed a genome-wide association study (GWAS) on a panel of 1596 wheat accessions. The panel was evaluated for leaf rust reaction by testing with a bulk of Eriks. () isolates collected from multiple fields of Oklahoma in 2013 and two predominant races in the fields of Oklahoma in 2015. The panel was genotyped with a set of 5011 single-nucleotide polymorphism (SNP) markers. A total of 14 quantitative trait loci (QTL) for leaf rust resistance were identified at a false discovery rate (FDR) of 0.01 using the mixed linear model (MLM). Of these, eight QTL reside in the vicinity of known genes or QTL, and more studies are needed to determine their relationship with known loci. is a new QTL to bread wheat but is close to a locus previously identified in durum wheat [ L. subsp. (Desf.) Husn.]. The other five QTL, including , , , , and , are likely novel loci for leaf rust resistance. The uneven distribution of the 14 QTL in the six subpopulations of the panel suggests that wheat breeders can enhance leaf rust resistance by selectively introgressing some of these QTL into their breeding materials. In addition, another 31 QTL were significantly associated with leaf rust resistance at a FDR of 0.05.
authors.forename: Genqiao
authors.initials: G
authors.lastname: Li
authors.forename: Xiangyang
authors.initials: X
authors.lastname: Xu
authors.forename: Guihua
authors.initials: G
authors.lastname: Bai
authors.forename: Brett F
authors.initials: BF
authors.lastname: Carver
authors.forename: Robert
authors.initials: R
authors.lastname: Hunger
authors.forename: J Michael
authors.initials: JM
authors.lastname: Bonman
authors.forename: James
authors.initials: J
authors.lastname: Kolmer
authors.forename: Hongxu
authors.initials: H
authors.lastname: Dong
mesh_terms: D001487:Basidiomycota / Q000502:physiology; D002874:Chromosome Mapping; D060467:Disease Resistance / Q000235:genetics*; D055106:Genome-Wide Association Study; D005838:Genotype; D009825:Oklahoma; D040641:Quantitative Trait Loci / Q000235:genetics*; D036226:Seedlings / Q000235:genetics / Q000378:metabolism; D014908:Triticum / Q000235:genetics* / Q000382:microbiology