Identification of a candidate gene associated with isoflavone content in soybean seeds using genome-wide association and linkage mapping

Plant J. 2020 Nov;104(4):950-963. doi: 10.1111/tpj.14972. Epub 2020 Sep 22.

Abstract

Isoflavone, a secondary metabolite produced by Glycine max (L.) Merr. (soybean), is valuable for human and plant health. The genetic architecture of soybean isoflavone content remains unclear, however, despite several mapping studies. We generated genomic data for 200 soybean cultivars and 150 recombinant inbred lines (RILs) to localize putative loci associated with soybean seed isoflavone content. Using a genome-wide association study (GWAS), we identified 87 single-nucleotide polymorphisms (SNPs) that were significantly associated with isoflavone concentration. Using linkage mapping, we identified 37 quantitative trait loci (QTLs) underlying the content of four isoflavones found in the RILs. A major locus on chromosome 8 (qISO8-1) was co-located by both the GWAS and linkage mapping. qISO8-1 was fine mapped to a 99.5-kb region, flanked by SSR_08_1651 and SSR_08_1656, in a BC2 F5 population. GmMPK1, encoding a mitogen-activated protein kinase, was identified as the causal gene in qISO8-1, and two natural GmMPK1 polymorphisms were significantly associated with isoflavone content. Overexpression of GmMPK1 in soybean hairy roots resulted in increased isoflavone concentrations. Overexpressing GmMPK1 in transgenic soybeans had greater resistance to Phytophthora root rot, suggesting that GmMPK1 might increase soybean resistance to biotic stress by influencing isoflavone content. Our results not only increase our understanding of the genetic architecture of soybean seed isoflavone content, but also provide a framework for the future marker-assisted breeding of high isoflavone content in soybean cultivars.

Keywords: MPK; GWAS; QTL; isoflavone; linkage maps; soybean.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Chromosome Mapping
  • Disease Resistance
  • Gene Expression
  • Genome-Wide Association Study
  • Glycine max / chemistry
  • Glycine max / genetics*
  • Glycine max / immunology
  • Glycine max / parasitology
  • Isoflavones / analysis
  • Isoflavones / metabolism*
  • Mitogen-Activated Protein Kinases / genetics
  • Mitogen-Activated Protein Kinases / metabolism*
  • Phytophthora / physiology*
  • Plant Diseases / immunology*
  • Plant Diseases / parasitology
  • Plant Proteins / genetics
  • Plant Proteins / metabolism
  • Plant Roots / chemistry
  • Plant Roots / genetics
  • Plant Roots / immunology
  • Plant Roots / parasitology
  • Plants, Genetically Modified
  • Polymorphism, Single Nucleotide / genetics
  • Quantitative Trait Loci / genetics*
  • Seeds / chemistry
  • Seeds / genetics
  • Seeds / immunology
  • Seeds / parasitology
  • Stress, Physiological

Substances

  • Isoflavones
  • Plant Proteins
  • Mitogen-Activated Protein Kinases