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Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces
Soybean [Glycine max (L.) Merr.], an important oilseed crop, is a low-cost source of protein and oil. In Southeast Asia and Africa, soybeans are widely cultivated for use as traditional food and feed and industrial purposes. Given the ongoing changes in global climate, developing crops that are resi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821504/ https://www.ncbi.nlm.nih.gov/pubmed/36614316 http://dx.doi.org/10.3390/ijms24010873 |
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author | Kim, Seong-Hoon Tayade, Rupesh Kang, Byeong-Hee Hahn, Bum-Soo Ha, Bo-Keun Kim, Yoon-Ha |
author_facet | Kim, Seong-Hoon Tayade, Rupesh Kang, Byeong-Hee Hahn, Bum-Soo Ha, Bo-Keun Kim, Yoon-Ha |
author_sort | Kim, Seong-Hoon |
collection | PubMed |
description | Soybean [Glycine max (L.) Merr.], an important oilseed crop, is a low-cost source of protein and oil. In Southeast Asia and Africa, soybeans are widely cultivated for use as traditional food and feed and industrial purposes. Given the ongoing changes in global climate, developing crops that are resistant to climatic extremes and produce viable yields under predicted climatic conditions will be essential in the coming decades. To develop such crops, it will be necessary to gain a thorough understanding of the genetic basis of agronomic and plant root traits. As plant roots generally lie beneath the soil surface, detailed observations and phenotyping throughout plant development present several challenges, and thus the associated traits have tended to be ignored in genomics studies. In this study, we phenotyped 357 soybean landraces at the early vegetative (V2) growth stages and used a 180 K single-nucleotide polymorphism (SNP) soybean array in a genome-wide association study (GWAS) conducted to determine the phenotypic relationships among root traits, elucidate the genetic bases, and identify significant SNPs associated with root trait-controlling genomic regions/loci. A total of 112 significant SNP loci/regions were detected for seven root traits, and we identified 55 putative candidate genes considered to be the most promising. Our findings in this study indicate that a combined approach based on SNP array and GWAS analyses can be applied to unravel the genetic basis of complex root traits in soybean, and may provide an alternative high-resolution marker strategy to traditional bi-parental mapping. In addition, the identified SNPs, candidate genes, and diverse variations in the root traits of soybean landraces will serve as a valuable basis for further application in genetic studies and the breeding of climate-resilient soybeans characterized by improved root traits. |
format | Online Article Text |
id | pubmed-9821504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98215042023-01-07 Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces Kim, Seong-Hoon Tayade, Rupesh Kang, Byeong-Hee Hahn, Bum-Soo Ha, Bo-Keun Kim, Yoon-Ha Int J Mol Sci Article Soybean [Glycine max (L.) Merr.], an important oilseed crop, is a low-cost source of protein and oil. In Southeast Asia and Africa, soybeans are widely cultivated for use as traditional food and feed and industrial purposes. Given the ongoing changes in global climate, developing crops that are resistant to climatic extremes and produce viable yields under predicted climatic conditions will be essential in the coming decades. To develop such crops, it will be necessary to gain a thorough understanding of the genetic basis of agronomic and plant root traits. As plant roots generally lie beneath the soil surface, detailed observations and phenotyping throughout plant development present several challenges, and thus the associated traits have tended to be ignored in genomics studies. In this study, we phenotyped 357 soybean landraces at the early vegetative (V2) growth stages and used a 180 K single-nucleotide polymorphism (SNP) soybean array in a genome-wide association study (GWAS) conducted to determine the phenotypic relationships among root traits, elucidate the genetic bases, and identify significant SNPs associated with root trait-controlling genomic regions/loci. A total of 112 significant SNP loci/regions were detected for seven root traits, and we identified 55 putative candidate genes considered to be the most promising. Our findings in this study indicate that a combined approach based on SNP array and GWAS analyses can be applied to unravel the genetic basis of complex root traits in soybean, and may provide an alternative high-resolution marker strategy to traditional bi-parental mapping. In addition, the identified SNPs, candidate genes, and diverse variations in the root traits of soybean landraces will serve as a valuable basis for further application in genetic studies and the breeding of climate-resilient soybeans characterized by improved root traits. MDPI 2023-01-03 /pmc/articles/PMC9821504/ /pubmed/36614316 http://dx.doi.org/10.3390/ijms24010873 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kim, Seong-Hoon Tayade, Rupesh Kang, Byeong-Hee Hahn, Bum-Soo Ha, Bo-Keun Kim, Yoon-Ha Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces |
title | Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces |
title_full | Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces |
title_fullStr | Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces |
title_full_unstemmed | Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces |
title_short | Genome-Wide Association Studies of Seven Root Traits in Soybean (Glycine max L.) Landraces |
title_sort | genome-wide association studies of seven root traits in soybean (glycine max l.) landraces |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9821504/ https://www.ncbi.nlm.nih.gov/pubmed/36614316 http://dx.doi.org/10.3390/ijms24010873 |
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