ArticleMolecular genetics and genomics : MGG2020
Genome-wide association study of soybean seed germination under drought stress.
Article in Molecular genetics and genomics : MGG, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed.
- Genome-Wide Association Study on Lodging Resistance-Related Traits in Oats.Plants (Basel, Switzerland) · 2026Article
- Natural variation in VrERF088 modulates drought tolerance during mungbean germination.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Dissecting the genetic basis underlying drought tolerance at different development stages in soybean.Frontiers in plant science · 2026Article
- Multi-trait selection for drought-tolerant soybean accessions under contrasting water regimes.PloS one · 2026Article
- Multi-Experiment and Multi-Locus Genome-Wide Association Mapping for Grain Arsenic in Rice Population.Plant direct · 2025Article
- Genome-wide association analysis and KASP markers development for protein quality traits in winter wheat.BMC plant biology · 2025Article
- Deciphering of Genomic Loci Associated with Alkaline Tolerance in Soybean [Plants (Basel, Switzerland) · 2025Article
- Genome-wide association study and transcriptome analysis reveal candidate genes related to drought stress in the germination stage of soybean.Frontiers in plant science · 2025Article
- Using WGCNA and transcriptome profiling to identify hub genes for salt stress tolerance in germinating soybean seeds.Frontiers in plant science · 2025Article
- Yield and yield component trait analysis with DArT genotyping for GWAS in soybean grown in drought conditions of Kazakhstan.Frontiers in plant science · 2025Article
- Genome-wide association study and KASP marker development for starch quality traits in wheat.The plant genome · 2024Article
- Genome-wide association study provides new insight into the underlying mechanism of drought tolerance during seed germination stage in soybean.Scientific reports · 2024Article
- Genetic Control of Tolerance to Drought Stress in Wild Soybean (Plants (Basel, Switzerland) · 2024Article
- Cold tolerance SNPs and candidate gene mining in the soybean germination stage based on genome-wide association analysis.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024Article
- The germination response of Zea mays L. to osmotic potentials across optimal temperatures via halo-thermal time model.Scientific reports · 2024Article
- Transcriptome and GWAS Analyses Reveal Candidate Gene for Root Traits of Alfalfa during Germination under Salt Stress.International journal of molecular sciences · 2023Article
- Identification of a key locus, qNL3.1, associated with seed germination under salt stress via a genome-wide association study in rice.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023Article
- Developing drought-smart, ready-to-grow future crops.The plant genome · 2023Review
- A novel method for irrigating plants, tracking water use, and imposing water deficits in controlled environments.Frontiers in plant science · 2023Article
- Genome-wide analysis of cold imbibition stress in soybean,Frontiers in plant science · 2023Article
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Authors and funding
14 authors.
Funding
Abstract
Drought stress, which is increasing with climate change, is a serious threat to agricultural sustainability worldwide. Seed germination is an essential growth phase that ensures the successful establishment and productivity of soybean, which can lose substantial productivity in soils with water deficits. However, only limited genetic information is available about how germinating soybean seeds may exert drought tolerance. In this study, we examined the germinating seed drought-tolerance phenotypes and genotypes of a panel of 259 released Chinese soybean cultivars panel. Based on 4616 Single-Nucleotide Polymorphisms (SNPs), we conducted a mixed-linear model GWAS that identified a total of 15 SNPs associated with at least one drought-tolerance index. Notably, three of these SNPs were commonly associated with two drought-tolerance indices. Two of these SNPs are positioned upstream of genes, and 11 of them are located in or near regions where QTLs have been previously mapped by linkage analysis, five of which are drought-related. The SNPs detected in this study can both drive hypothesis-driven research to deepen our understanding of genetic basis of soybean drought tolerance at the germination stage and provide useful genetic resources that can facilitate the selection of drought stress traits via genomic-assisted selection.
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