Exploring SoySNP50K and USDA Germplasm Collection Data to Find New QTLs Associated with Protein and Oil Content in Brazilian Genotypes

Biochem Genet. 2024 Dec;62(6):4791-4803. doi: 10.1007/s10528-024-10698-5. Epub 2024 Feb 15.

Abstract

Genetic diversity within a germplasm collection plays a vital role in the success of breeding programs. However, comprehending this diversity and identifying accessions with desirable traits pose significant challenges. This study utilized publicly available data to investigate SNP markers associated with protein and oil content in Brazilian soybeans. Through this research, twenty-two new QTLs (Quantitative Trait Loci) were identified, and we highlighted the substantial influence of Roanoke, Lee and Bragg ancestor on the genetic makeup of Brazilian soybean varieties. Our findings demonstrate that certain markers are being lost in modern cultivars, while others maintain or even increase their frequency. These observations indicate genomic regions that have undergone selection during soybean introduction in Brazil and could be valuable in breeding programs aimed at enhancing protein or oil content.

Keywords: Brazilian ancestry; Oil content; Protein content; Quantitative trait loci; SNP marker.

MeSH terms

  • Brazil
  • Genotype*
  • Glycine max* / genetics
  • Glycine max* / metabolism
  • Plant Breeding
  • Plant Oils / metabolism
  • Polymorphism, Single Nucleotide*
  • Quantitative Trait Loci*
  • Soybean Oil / genetics
  • Soybean Proteins / genetics
  • United States
  • United States Department of Agriculture

Substances

  • Soybean Proteins
  • Plant Oils
  • Soybean Oil