Open AccesseQTL Networks Reveal Complex Genetic Architecture in the Immature Soybean Seed
Author(s) -
Bolon YungTsi,
Hyten David L.,
Orf James H.,
Vance Carroll P.,
Muehlbauer Gary J.
Publication year - 2014
Publication title -
the plant genome
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.403
H-Index - 41
ISSN - 1940-3372
DOI - 10.3835/plantgenome2013.08.0027
Subject(s) - expression quantitative trait loci , biology , genetics , quantitative trait locus , gene , genetic architecture , locus (genetics) , regulation of gene expression , genomics , population , genome , computational biology , genotype , single nucleotide polymorphism , demography , sociology
The complex network of regulatory factors and interactions involved in transcriptional regulation within the seed is not well understood. To evaluate gene expression regulation in the immature seed, we utilized a genetical genomics approach on a soybean [ Glycine max (L.) Merr.] recombinant inbred line (RIL) population and produced a genome‐wide expression quantitative trait loci (eQTL) dataset. The validity of the dataset was confirmed by mapping the eQTL hotspot for flavonoid biosynthesis‐related genes to a region containing repeats of chalcone synthase (CHS) genes known to correspond to the soybean inhibitor locus that regulates seed color. We then identified eQTL for genes with seed‐specific expression and discovered striking eQTL hotspots at distinct genomic intervals on chromosomes (Chr) 20, 7, and 13. The main eQTL hotspot for transcriptional regulation of fatty acid biosynthesis genes also coincided with regulation of oleosin genes. Transcriptional upregulation of genesets from eQTL with opposite allelic effects were also found. Gene–eQTL networks were constructed and candidate regulatory genes were identified from these three key loci specific to seed expression and enriched in genes involved in seed oil accumulation. Our data provides new insight into the complex nature of gene networks in the immature soybean seed and the genetic architecture that contributes to seed development.