PLANT PHYSIOLOGY · 2019 · 77 citations · 92 references
AgricultureCrop SciencesPlant SciencesGenomic Data AnalysisPlant GeneticsPlant GenomicsAgronomic Trait EvaluationCrop DiversityCrop GenomicsCrop PhenotypingRoot PhenotypingRoot System CharacteristicsHigh-throughput Root PhenotypingPhenotypingRoot ArchitectureRoot System GeneticsRoot Trait MappingSingle-nucleotide Polymorphism AnalysisSingle-nucleotide Polymorphism VariationTrait Extraction Algorithms
), which consisted of 369 and 294 genotypes, respectively. Six RSA-traits were extracted from images collected from >3,300 maize roots and >1,470 sorghum roots. Single nucleotide polymorphism (SNP)-based GWAS identified 87 TAS (trait-associated SNPs) in maize, representing 77 genes and 115 TAS in sorghum. An additional 62 RSA-associated maize genes were identified via expression read depth GWAS. Among the 139 maize RSA-associated genes (or their homologs), 22 (16%) are known to affect RSA in maize or other species. In addition, 26 RSA-associated genes are coregulated with genes previously shown to affect RSA and 51 (37% of RSA-associated genes) are themselves transe-quantitative trait locus for another RSA-associated gene. Finally, the finding that RSA-associated genes from maize and sorghum included seven pairs of syntenic genes demonstrates the conservation of regulation of morphology across taxa.
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