Eleven biosynthetic genes explain the majority of natural variation in carotenoid levels in maize grain
Author(s) -
Christine Diepenbrock,
Daniel C. Ilut,
Maria MagallanesLundback,
Catherine B. Kandianis,
Alexander E. Lipka,
Peter J. Bradbury,
James B. Holland,
John P. Hamilton,
Edmund Wooldridge,
Brieanne Vaillancourt,
Elsa GóngoraCastillo,
Jason G. Wallace,
Jason Cepela,
Maria Mateos-Hernandez,
Brenda F. Owens,
Tyler Tiede,
Edward S. Buckler,
Torbert Rocheford,
C. Robin Buell,
Michael A. Gore,
Dean DellaPenna
Publication year - 2020
Publication title -
the plant cell
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.324
H-Index - 341
eISSN - 1532-298X
pISSN - 1040-4651
DOI - 10.1093/plcell/koab032
Subject(s) - biology , quantitative trait locus , candidate gene , genetic variation , gene , genetics , allele , carotenoid , expression quantitative trait loci , trait , genetic architecture , genome wide association study , genetic linkage , family based qtl mapping , single nucleotide polymorphism , gene mapping , genotype , botany , chromosome , programming language , computer science
Vitamin A deficiency remains prevalent in parts of Asia, Latin America, and sub-Saharan Africa where maize (Zea mays) is a food staple. Extensive natural variation exists for carotenoids in maize grain. Here, to understand its genetic basis, we conducted a joint linkage and genome-wide association study of the US maize nested association mapping panel. Eleven of the 44 detected quantitative trait loci (QTL) were resolved to individual genes. Six of these were correlated expression and effect QTL (ceeQTL), showing strong correlations between RNA-seq expression abundances and QTL allelic effect estimates across six stages of grain development. These six ceeQTL also had the largest percentage of phenotypic variance explained, and in major part comprised the three to five loci capturing the bulk of genetic variation for each trait. Most of these ceeQTL had strongly correlated QTL allelic effect estimates across multiple traits. These findings provide an in-depth genome-level understanding of the genetic and molecular control of carotenoids in plants. In addition, these findings provide a roadmap to accelerate breeding for provitamin A and other priority carotenoid traits in maize grain that should be readily extendable to other cereals.
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