4.7 Article Data Paper

Genetic variation among 481 diverse soybean accessions, inferred from genomic re-sequencing

Journal

SCIENTIFIC DATA
Volume 8, Issue 1, Pages -

Publisher

NATURE PORTFOLIO
DOI: 10.1038/s41597-021-00834-w

Keywords

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Funding

  1. United Soybean Board [1320-532-5615]
  2. USDA Agricultural Research Service project [5030-21000-062-00D]
  3. Bayer
  4. Corteva

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This study reported the genetic diversity and structure of 481 soybean accessions, identifying millions of SNPs and specific linages selected at distinct geographic locations. Conserved regions in cultivated varieties indicated selection during domestication, with most re-sequenced accessions showing high similarity to their genotyped counterparts. The study also identified errors in seed source or genotype tracking in approximately 5% of accessions.
We report characteristics of soybean genetic diversity and structure from the resequencing of 481 diverse soybean accessions, comprising 52 wild (Glycine soja) selections and 429 cultivated (Glycine max) varieties (landraces and elites). This data was used to identify 7.8 million SNPs, to predict SNP effects relative to genic regions, and to identify the genetic structure, relationships, and linkage disequilibrium. We found evidence of distinct, mostly independent selection of lineages by particular geographic location. Among cultivated varieties, we identified numerous highly conserved regions, suggesting selection during domestication. Comparisons of these accessions against the whole U.S. germplasm genotyped with the SoySNP50K iSelect BeadChip revealed that over 95% of the re-sequenced accessions have a high similarity to their SoySNP50K counterparts. Probable errors in seed source or genotype tracking were also identified in approximately 5% of the accessions.

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