Abstract

Domestication of soybeans occurred under the intense human-directed selections aimed at developing high-yielding lines. Tracing the domestication history and identifying the genes underlying soybean domestication require further exploration. Here, we developed a high-throughput NJAU 355 K SoySNP array and used this array to study the genetic variation patterns in 367 soybean accessions, including 105 wild soybeans and 262 cultivated soybeans. The population genetic analysis suggests that cultivated soybeans have tended to originate from northern and central China, from where they spread to other regions, accompanied with a gradual increase in seed weight. Genome-wide scanning for evidence of artificial selection revealed signs of selective sweeps involving genes controlling domestication-related agronomic traits including seed weight. To further identify genomic regions related to seed weight, a genome-wide association study (GWAS) was conducted across multiple environments in wild and cultivated soybeans. As a result, a strong linkage disequilibrium region on chromosome 20 was found to be significantly correlated with seed weight in cultivated soybeans. Collectively, these findings should provide an important basis for genomic-enabled breeding and advance the study of functional genomics in soybean.

Highlights

  • Domestication of soybeans occurred under the intense human-directed selections aimed at developing high-yielding lines

  • The remaining 292,053 high-quality single nucleotide polymorphism (SNP) markers were used for further genetic analysis

  • Of the 292,053 SNPs, 291,962 SNPs were mapped to chromosomes and 91 SNPs were located in unanchored sequence scaffolds

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Summary

Introduction

Domestication of soybeans occurred under the intense human-directed selections aimed at developing high-yielding lines. To further identify genomic regions related to seed weight, a genome-wide association study (GWAS) was conducted across multiple environments in wild and cultivated soybeans. A strong linkage disequilibrium region on chromosome 20 was found to be significantly correlated with seed weight in cultivated soybeans. These findings should provide an important basis for genomic-enabled breeding and advance the study of functional genomics in soybean. The development of high-throughput sequencing technologies has allowed researchers to explore how genetic diversity across the whole genome of soybeans was shaped by domestication by comparing the patterns of genetic variation between wild and cultivated soybeans[6,9,10]. 1.5 and 6 K single nucleotide polymorphism (SNP) arrays have been developed for quantitative trait locus (QTL) mapping and association www.nature.com/scientificreports/

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