Genetic Architecture of Maize Kernel Composition in the Nested Association Mapping and Inbred Association Panels
Author(s) -
Jason P. Cook,
Michael D. McMullen,
James B. Holland,
Feng Tian,
Peter J. Bradbury,
Jeffrey RossIbarra,
Edward S. Buckler,
Sherry FlintGarcia
Publication year - 2011
Publication title -
plant physiology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.554
H-Index - 312
eISSN - 1532-2548
pISSN - 0032-0889
DOI - 10.1104/pp.111.185033
Subject(s) - association (psychology) , genetic architecture , association mapping , kernel (algebra) , genetic association , biology , inbred strain , composition (language) , genetics , quantitative trait locus , mathematics , genotype , gene , psychology , single nucleotide polymorphism , pure mathematics , linguistics , philosophy , psychotherapist
The maize (Zea mays) kernel plays a critical role in feeding humans and livestock around the world and in a wide array of industrial applications. An understanding of the regulation of kernel starch, protein, and oil is needed in order to manipulate composition to meet future needs. We conducted joint-linkage quantitative trait locus mapping and genome-wide association studies (GWAS) for kernel starch, protein, and oil in the maize nested association mapping population, composed of 25 recombinant inbred line families derived from diverse inbred lines. Joint-linkage mapping revealed that the genetic architecture of kernel composition traits is controlled by 21-26 quantitative trait loci. Numerous GWAS associations were detected, including several oil and starch associations in acyl-CoA:diacylglycerol acyltransferase1-2, a gene that regulates oil composition and quantity. Results from nested association mapping were verified in a 282 inbred association panel using both GWAS and candidate gene association approaches. We identified many beneficial alleles that will be useful for improving kernel starch, protein, and oil content.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom