ArticleScientific reports2017
The genetic architecture of water-soluble protein content and its genetic relationship to total protein content in soybean.
Article in Scientific reports, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed.
- Circular RNAs: key regulators in cancer stem cell dynamics.Molecular genetics and genomics : MGG · 2026Review
- Dissecting seed composition QTL from wild soybean: fine-mapping, candidate gene identification, and evaluation of introgression effects on agronomic performance.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- QTL mapping and multi-omics identify candidate genes for protein and oil in soybean.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Soybean genome‑wide association study of seed weight, protein, and oil content in the southeastern USA.Molecular genetics and genomics : MGG · 2025Article
- Detection of genes associated with soybean protein content using a genome-wide association study.Plant molecular biology · 2025Article
- Identification of QTLs and candidate genes for water-soluble protein content in soybean seeds.BMC genomics · 2024Article
- Identification of Quantitative Trait Loci (QTL) for Sucrose and Protein Content in Soybean Seed.Plants (Basel, Switzerland) · 2024Article
- Application of SVR-Mediated GWAS for Identification of Durable Genetic Regions Associated with Soybean Seed Quality Traits.Plants (Basel, Switzerland) · 2023Article
- Soybean genetic resources contributing to sustainable protein production.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Review
- Identification of ST1 reveals a selection involving hitchhiking of seed morphology and oil content during soybean domestication.Plant biotechnology journal · 2022Article
- Transgressive Potential Prediction and Optimal Cross Design of Seed Protein Content in the Northeast China Soybean Population Based on Full Exploration of the QTL-Allele System.Frontiers in plant science · 2022Article
- Identification of Candidate Genes and Genomic Selection for Seed Protein in Soybean Breeding Pipeline.Frontiers in plant science · 2022Article
- Identification of loci governing soybean seed protein contentFrontiers in plant science · 2022Article
- Improving soaking efficiency of soybeans through sweeping frequency ultrasound assisted by parameters optimization.Ultrasonics sonochemistry · 2021Article
- Genetic mapping high protein content QTL from soybean 'Nanxiadou 25' and candidate gene analysis.BMC plant biology · 2021Article
- Linkage and association study discovered loci and candidate genes for glycinin and β-conglycinin in soybean (Glycine max L. Merr.).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Article
- Genome-Wide Association Studies of Soybean Yield-Related Hyperspectral Reflectance Bands Using Machine Learning-Mediated Data Integration Methods.Frontiers in plant science · 2021Article
- Genome-wide association mapping for protein, oil and water-soluble protein contents in soybean.Molecular genetics and genomics : MGG · 2021Article
- Meta-analysis of QTL reveals the genetic control of yield-related traits and seed protein content in pea.Scientific reports · 2020Article
- Artificial selection on GmOLEO1 contributes to the increase in seed oil during soybean domestication.PLoS genetics · 2019Article
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8 authors.
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Abstract
Water-soluble protein content (WSPC) is a critical factor in both soybean protein quality and functionality. However, the underlying genetic determinants are unclear. Here, we used 219 soybean accessions and 152 recombinant inbred lines genotyped with high-density markers and phenotyped in multi-environments to dissect the genetic architectures of WSPC and protein content (PC) using single- and multi-locus genome-wide association studies. In the result, a total of 32 significant loci, including 10 novel loci, significantly associated with WSPC and PC across multi-environments were identified, which were subsequently validated by linkage mapping. Among these loci, only four exhibited pleiotropic effects for PC and WSPC, explaining the low correlation coefficient between the two traits. The largest-effect WSPC-specific loci, GqWSPC8, was stably identified across all six environments and tagged to a linkage disequilibrium block comprising two promising candidate genes AAP8 and 2 S albumin, which might contribute to the high level of WSPC in some soybean varieties. In addition, two genes, Glyma.13G123500 and Glyma.13G194400 with relatively high expression levels at seed development stage compared with other tissues were regarded as promising candidates associated with the PC and WSPC, respectively. Our results provide new insights into the genetic basis of WSPC affecting soybean protein quality and yield.
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