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Multi-Omics Analysis of a Chromosome Segment Substitution Line Reveals a New Regulation Network for Soybean Seed Storage Profile
Soybean, a major source of oil and protein, has seen an annual increase in consumption when used in soybean-derived products and the broadening of its cultivation range. The demand for soybean necessitates a better understanding of the regulatory networks driving storage protein accumulation and oil...
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Published in: | International journal of molecular sciences 2024-06, Vol.25 (11), p.5614 |
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creator | Jong, Cholnam Yu, Zhenhai Zhang, Yu Choe, Kyongho Uh, Songrok Kim, Kibong Jong, Chol Cha, Jinmyong Kim, Myongguk Kim, Yunchol Han, Xue Yang, Mingliang Xu, Chang Hu, Limin Chen, Qingshan Liu, Chunyan Qi, Zhaoming |
description | Soybean, a major source of oil and protein, has seen an annual increase in consumption when used in soybean-derived products and the broadening of its cultivation range. The demand for soybean necessitates a better understanding of the regulatory networks driving storage protein accumulation and oil biosynthesis to broaden its positive impact on human health. In this study, we selected a chromosome segment substitution line (CSSL) with high protein and low oil contents to investigate the underlying effect of donor introgression on seed storage through multi-omics analysis. In total, 1479 differentially expressed genes (DEGs), 82 differentially expressed proteins (DEPs), and 34 differentially expressed metabolites (DEMs) were identified in the CSSL compared to the recurrent parent. Based on Gene Ontology (GO) term analysis and the Kyoto Encyclopedia of Genes and Genomes enrichment (KEGG), integrated analysis indicated that 31 DEGs, 24 DEPs, and 13 DEMs were related to seed storage functionality. Integrated analysis further showed a significant decrease in the contents of the seed storage lipids LysoPG 16:0 and LysoPC 18:4 as well as an increase in the contents of organic acids such as L-malic acid. Taken together, these results offer new insights into the molecular mechanisms of seed storage and provide guidance for the molecular breeding of new favorable soybean varieties. |
doi_str_mv | 10.3390/ijms25115614 |
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The demand for soybean necessitates a better understanding of the regulatory networks driving storage protein accumulation and oil biosynthesis to broaden its positive impact on human health. In this study, we selected a chromosome segment substitution line (CSSL) with high protein and low oil contents to investigate the underlying effect of donor introgression on seed storage through multi-omics analysis. In total, 1479 differentially expressed genes (DEGs), 82 differentially expressed proteins (DEPs), and 34 differentially expressed metabolites (DEMs) were identified in the CSSL compared to the recurrent parent. Based on Gene Ontology (GO) term analysis and the Kyoto Encyclopedia of Genes and Genomes enrichment (KEGG), integrated analysis indicated that 31 DEGs, 24 DEPs, and 13 DEMs were related to seed storage functionality. Integrated analysis further showed a significant decrease in the contents of the seed storage lipids LysoPG 16:0 and LysoPC 18:4 as well as an increase in the contents of organic acids such as L-malic acid. Taken together, these results offer new insights into the molecular mechanisms of seed storage and provide guidance for the molecular breeding of new favorable soybean varieties.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms25115614</identifier><identifier>PMID: 38891802</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Amino acids ; Backup software ; Biosynthesis ; Chromosomes ; Chromosomes, Plant - genetics ; Endoplasmic reticulum ; Gene Expression Profiling - methods ; Gene Expression Regulation, Plant ; Gene Ontology ; Gene Regulatory Networks ; Genomes ; Genomics ; Glycine max - genetics ; Glycine max - metabolism ; International economic relations ; Lipids ; Malic acid ; Metabolism ; Metabolites ; Multiomics ; Physiological aspects ; Plant Breeding - methods ; Proteins ; Proteomics ; Scientific equipment and supplies industry ; Seeds ; Seeds - genetics ; Seeds - metabolism ; Soybean ; Soybeans ; Transcriptome - genetics</subject><ispartof>International journal of molecular sciences, 2024-06, Vol.25 (11), p.5614</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. 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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2024 by the authors. 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c367t-1baba6be8a14e0e97315f52bb87eb4ea2cc8400f2199cd0be7ea159e94003f1b3</cites><orcidid>0000-0003-4127-6380 ; 0009-0005-6154-4479</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3067480127/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3067480127?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25731,27901,27902,36989,36990,44566,53766,53768,74869</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38891802$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jong, Cholnam</creatorcontrib><creatorcontrib>Yu, Zhenhai</creatorcontrib><creatorcontrib>Zhang, Yu</creatorcontrib><creatorcontrib>Choe, Kyongho</creatorcontrib><creatorcontrib>Uh, Songrok</creatorcontrib><creatorcontrib>Kim, Kibong</creatorcontrib><creatorcontrib>Jong, Chol</creatorcontrib><creatorcontrib>Cha, Jinmyong</creatorcontrib><creatorcontrib>Kim, Myongguk</creatorcontrib><creatorcontrib>Kim, Yunchol</creatorcontrib><creatorcontrib>Han, Xue</creatorcontrib><creatorcontrib>Yang, Mingliang</creatorcontrib><creatorcontrib>Xu, Chang</creatorcontrib><creatorcontrib>Hu, Limin</creatorcontrib><creatorcontrib>Chen, Qingshan</creatorcontrib><creatorcontrib>Liu, Chunyan</creatorcontrib><creatorcontrib>Qi, Zhaoming</creatorcontrib><title>Multi-Omics Analysis of a Chromosome Segment Substitution Line Reveals a New Regulation Network for Soybean Seed Storage Profile</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>Soybean, a major source of oil and protein, has seen an annual increase in consumption when used in soybean-derived products and the broadening of its cultivation range. The demand for soybean necessitates a better understanding of the regulatory networks driving storage protein accumulation and oil biosynthesis to broaden its positive impact on human health. In this study, we selected a chromosome segment substitution line (CSSL) with high protein and low oil contents to investigate the underlying effect of donor introgression on seed storage through multi-omics analysis. In total, 1479 differentially expressed genes (DEGs), 82 differentially expressed proteins (DEPs), and 34 differentially expressed metabolites (DEMs) were identified in the CSSL compared to the recurrent parent. Based on Gene Ontology (GO) term analysis and the Kyoto Encyclopedia of Genes and Genomes enrichment (KEGG), integrated analysis indicated that 31 DEGs, 24 DEPs, and 13 DEMs were related to seed storage functionality. Integrated analysis further showed a significant decrease in the contents of the seed storage lipids LysoPG 16:0 and LysoPC 18:4 as well as an increase in the contents of organic acids such as L-malic acid. Taken together, these results offer new insights into the molecular mechanisms of seed storage and provide guidance for the molecular breeding of new favorable soybean varieties.</description><subject>Amino acids</subject><subject>Backup software</subject><subject>Biosynthesis</subject><subject>Chromosomes</subject><subject>Chromosomes, Plant - genetics</subject><subject>Endoplasmic reticulum</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene Expression Regulation, Plant</subject><subject>Gene Ontology</subject><subject>Gene Regulatory Networks</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Glycine max - genetics</subject><subject>Glycine max - metabolism</subject><subject>International economic relations</subject><subject>Lipids</subject><subject>Malic acid</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Multiomics</subject><subject>Physiological aspects</subject><subject>Plant Breeding - methods</subject><subject>Proteins</subject><subject>Proteomics</subject><subject>Scientific equipment and supplies industry</subject><subject>Seeds</subject><subject>Seeds - 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Integrated analysis further showed a significant decrease in the contents of the seed storage lipids LysoPG 16:0 and LysoPC 18:4 as well as an increase in the contents of organic acids such as L-malic acid. Taken together, these results offer new insights into the molecular mechanisms of seed storage and provide guidance for the molecular breeding of new favorable soybean varieties.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>38891802</pmid><doi>10.3390/ijms25115614</doi><orcidid>https://orcid.org/0000-0003-4127-6380</orcidid><orcidid>https://orcid.org/0009-0005-6154-4479</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Amino acids Backup software Biosynthesis Chromosomes Chromosomes, Plant - genetics Endoplasmic reticulum Gene Expression Profiling - methods Gene Expression Regulation, Plant Gene Ontology Gene Regulatory Networks Genomes Genomics Glycine max - genetics Glycine max - metabolism International economic relations Lipids Malic acid Metabolism Metabolites Multiomics Physiological aspects Plant Breeding - methods Proteins Proteomics Scientific equipment and supplies industry Seeds Seeds - genetics Seeds - metabolism Soybean Soybeans Transcriptome - genetics |
title | Multi-Omics Analysis of a Chromosome Segment Substitution Line Reveals a New Regulation Network for Soybean Seed Storage Profile |
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