title: Genome wide association study for drought, aflatoxin resistance, and important agronomic traits of maize hybrids in the sub-tropics.
abstract: The primary maize (Zea mays L.) production areas are in temperate regions throughout the world and this is where most maize breeding is focused. Important but lower yielding maize growing regions such as the sub-tropics experience unique challenges, the greatest of which are drought stress and aflatoxin contamination. Here we used a diversity panel consisting of 346 maize inbred lines originating in temperate, sub-tropical and tropical areas testcrossed to stiff-stalk line Tx714 to investigate these traits. Testcross hybrids were evaluated under irrigated and non-irrigated trials for yield, plant height, ear height, days to anthesis, days to silking and other agronomic traits. Irrigated trials were also inoculated with Aspergillus flavus and evaluated for aflatoxin content. Diverse maize testcrosses out-yielded commercial checks in most trials, which indicated the potential for genetic diversity to improve sub-tropical breeding programs. To identify genomic regions associated with yield, aflatoxin resistance and other important agronomic traits, a genome wide association analysis was performed. Using 60,000 SNPs, this study found 10 quantitative trait variants for grain yield, plant and ear height, and flowering time after stringent multiple test corrections, and after fitting different models. Three of these variants explained 5-10% of the variation in grain yield under both water conditions. Multiple identified SNPs co-localized with previously reported QTL, which narrows the possible location of causal polymorphisms. Novel significant SNPs were also identified. This study demonstrated the potential to use genome wide association studies to identify major variants of quantitative and complex traits such as yield under drought that are still segregating between elite inbred lines.
authors.affiliation: Department of Soil and Crop Sciences, Texas A&M University, College Station, Texas, United States of America.
authors.forename: Ivan D Barrero
authors.initials: ID
authors.lastname: Farfan
authors.affiliation: Department of Soil and Crop Sciences, Texas A&M University, College Station, Texas, United States of America.
authors.forename: Gerald N
authors.initials: GN
authors.lastname: De La Fuente
authors.affiliation: Department of Soil and Crop Sciences, Texas A&M University, College Station, Texas, United States of America.
authors.forename: Seth C
authors.initials: SC
authors.lastname: Murray
authors.affiliation: Department of Plant Pathology, Texas A&M University, College Station, Texas, United States of America.
authors.forename: Thomas
authors.initials: T
authors.lastname: Isakeit
authors.affiliation: Department of Plant Pathology, Texas A&M University, College Station, Texas, United States of America.
authors.forename: Pei-Cheng
authors.initials: PC
authors.lastname: Huang
authors.affiliation: USDA ARS Corn Host Plant Resistance Research Unit, Mississippi State, Mississippi, United States of America.
authors.forename: Marilyn
authors.initials: M
authors.lastname: Warburton
authors.affiliation: USDA ARS Corn Host Plant Resistance Research Unit, Mississippi State, Mississippi, United States of America.
authors.forename: Paul
authors.initials: P
authors.lastname: Williams
authors.affiliation: USDA ARS Corn Host Plant Resistance Research Unit, Mississippi State, Mississippi, United States of America.
authors.forename: Gary L
authors.initials: GL
authors.lastname: Windham
authors.affiliation: Department of Plant Pathology, Texas A&M University, College Station, Texas, United States of America.
authors.forename: Mike
authors.initials: M
authors.lastname: Kolomiets
mesh_terms: D000348:Aflatoxins / Q000378:metabolism*; D000465:Algorithms; D003433:Crosses, Genetic; D055864:Droughts; D014644:Genetic Variation; D005828:Genetics, Population; D055106:Genome-Wide Association Study; D008962:Models, Theoretical; D040641:Quantitative Trait Loci; D019655:Quantitative Trait, Heritable; D003313:Zea mays / Q000235:genetics* / Q000378:metabolism*
chemical_list: D000348:Aflatoxins