Genetic mapping high protein content QTL from soybean 'Nanxiadou 25' and candidate gene analysis

BMC Plant Biol. 2021 Aug 20;21(1):388. doi: 10.1186/s12870-021-03176-2.

Abstract

Background: Soybean is a globally important legume crop that provides a primary source of high-quality vegetable protein and oil. Seed protein content (SPC) is a valuable quality trait controlled by multiple genes in soybean.

Results: In this study, we performed quantitative trait loci (QTL) mapping, QTL-seq, and RNA sequencing (RNA-seq) to reveal the genes controlling protein content in the soybean by using the high protein content variety Nanxiadou 25. A total of 50 QTL for SPC distributed on 14 chromosomes except chromosomes 4, 12, 14, 17, 18, and 19 were identified by QTL mapping using 178 recombinant inbred lines (RILs). Among these QTL, the major QTL qSPC_20-1 and qSPC_20-2 on chromosome 20 were repeatedly detected across six tested environments, corresponding to the location of the major QTL detected using whole-genome sequencing-based QTL-seq. 329 candidate DEGs were obtained within the QTL region of qSPC_20-1 and qSPC_20-2 via gene expression profile analysis. Nine of which were associated with SPC, potentially representing candidate genes. Clone sequencing results showed that different single nucleotide polymorphisms (SNPs) and indels between high and low protein genotypes in Glyma.20G088000 and Glyma.16G066600 may be the cause of changes in this trait.

Conclusions: These results provide the basis for research on candidate genes and marker-assisted selection (MAS) in soybean breeding for seed protein content.

Keywords: QTL-seq; Quantitative trait loci (QTL); RNA-seq; Seed protein content; Soybean.

Publication types

  • Comparative Study

MeSH terms

  • Chromosome Mapping*
  • Crops, Agricultural / chemistry
  • Crops, Agricultural / genetics
  • Gene Expression Regulation, Plant
  • Genetic Association Studies*
  • Genetic Markers
  • Genetic Variation
  • Genotype
  • Glycine max / chemistry*
  • Glycine max / genetics*
  • Plant Proteins / analysis*
  • Plant Proteins / genetics*
  • Quantitative Trait Loci
  • Seeds / chemistry*
  • Sequence Analysis, RNA

Substances

  • Genetic Markers
  • Plant Proteins