Genomic characterization of a core set of the USDA-NPGS Ethiopian sorghum germplasm collection: implications for germplasm conservation, evaluation, and utilization in crop improvement.

Cuevas HE, Rosa-Valentin G, Hayes CM, Rooney WL, Hoffmann L

Published: 28 January 2017 in BMC genomics
Keywords: Exotic germplasm, Genome-wide association study, Genotyping-by-sequencing, Population structure, Sorghum bicolor
Pubmed ID: 28125967
DOI: 10.1186/s12864-016-3475-7

BACKGROUND: The USDA Agriculture Research Service National Plant Germplasm System (NPGS) preserves the largest sorghum germplasm collection in the world, which includes 7,217 accessions from the center of diversity in Ethiopia. The characterization of this exotic germplasm at a genome-wide scale will improve conservation efforts and its utilization in research and breeding programs. Therefore, we phenotyped a representative core set of 374 Ethiopian accessions at two locations for agronomic traits and characterized the genomes.RESULTS: Using genotyping-by-sequencing, we identified 148,476 single-nucleotide polymorphism (SNP) markers distributed across the entire genome. Over half of the alleles were rare (frequency