Identification of differentially expressed genes associated with aluminum resistance in the soybean plant
Aluminum (Al) toxicity is a major limitation to crop production in countries where acidic soil is abundant. In China, soybean production is constrained by Al stress-induced toxicity. As such, there is growing interest to develop Al-resistant varieties. In the present study, we sought to determine po...
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ftpubmed:oai:pubmedcentral.nih.gov:8212322 2023-05-15T16:06:52+02:00 Identification of differentially expressed genes associated with aluminum resistance in the soybean plant Wang, Jing-xuan Wang, Bo Cui, Lu-bin Xie, Hao Li, Run-zhi Wang, Cheng Nan, Zhang-jie Liu, Yu-shu Ma, Jing-yu Sun, Yun-jin Li, Wei-yu 2021-06-10 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212322/ http://www.ncbi.nlm.nih.gov/pubmed/34177149 https://doi.org/10.1007/s12298-021-01018-x en eng Springer India http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212322/ http://www.ncbi.nlm.nih.gov/pubmed/34177149 http://dx.doi.org/10.1007/s12298-021-01018-x © Prof. H.S. Srivastava Foundation for Science and Society 2021 Physiol Mol Biol Plants Research Article Text 2021 ftpubmed https://doi.org/10.1007/s12298-021-01018-x 2022-06-05T00:33:34Z Aluminum (Al) toxicity is a major limitation to crop production in countries where acidic soil is abundant. In China, soybean production is constrained by Al stress-induced toxicity. As such, there is growing interest to develop Al-resistant varieties. In the present study, we sought to determine potential genes, functions and pathways for screening and breeding of Al-resistant varieties of soybean. First, we mined the E-GEOD-18517 dataset and identified 729 differentially expressed genes (DEGs) between untreated and Al-treated groups. Next, we performed Gene Ontology and Kyoto Encyclopedia of Genes and Genome pathways enrichment analysis and observed that most of the screened genes were mainly enriched in defense response, plasma membrane and molecular transducer activity. They were also enriched in three important pathways, the phenylpropanoid biosynthesis, plant-pathogen interaction, and cutin, suberine and wax biosynthesis. Utilizing weighted gene co-expression network analysis of 815 DEGs screened by Venn diagram, we identified DEGs that were the most disparate between treated and untreated groups. LOC100793667 (probable protein phosphatase 2C 60, GLYMA_17G223800), LOC100780576 (ethylene-responsive transcription factor 1B, GLYMA_02G006200), and LOC100785578 (protein ESKIMO 1, GLYMA_02G258000) were the most differentially expressed, which were consistent with the qRT-PCR results. As these genes are known to participate in essential functions, such as cell junction and phenylpropanoid biosynthesis, these genes may be important for breeding Al-resistant varieties. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12298-021-01018-x. Text eskimo* PubMed Central (PMC) Venn ENVELOPE(9.281,9.281,63.350,63.350) Physiology and Molecular Biology of Plants 27 6 1311 1321 |
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Research Article Wang, Jing-xuan Wang, Bo Cui, Lu-bin Xie, Hao Li, Run-zhi Wang, Cheng Nan, Zhang-jie Liu, Yu-shu Ma, Jing-yu Sun, Yun-jin Li, Wei-yu Identification of differentially expressed genes associated with aluminum resistance in the soybean plant |
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Research Article |
description |
Aluminum (Al) toxicity is a major limitation to crop production in countries where acidic soil is abundant. In China, soybean production is constrained by Al stress-induced toxicity. As such, there is growing interest to develop Al-resistant varieties. In the present study, we sought to determine potential genes, functions and pathways for screening and breeding of Al-resistant varieties of soybean. First, we mined the E-GEOD-18517 dataset and identified 729 differentially expressed genes (DEGs) between untreated and Al-treated groups. Next, we performed Gene Ontology and Kyoto Encyclopedia of Genes and Genome pathways enrichment analysis and observed that most of the screened genes were mainly enriched in defense response, plasma membrane and molecular transducer activity. They were also enriched in three important pathways, the phenylpropanoid biosynthesis, plant-pathogen interaction, and cutin, suberine and wax biosynthesis. Utilizing weighted gene co-expression network analysis of 815 DEGs screened by Venn diagram, we identified DEGs that were the most disparate between treated and untreated groups. LOC100793667 (probable protein phosphatase 2C 60, GLYMA_17G223800), LOC100780576 (ethylene-responsive transcription factor 1B, GLYMA_02G006200), and LOC100785578 (protein ESKIMO 1, GLYMA_02G258000) were the most differentially expressed, which were consistent with the qRT-PCR results. As these genes are known to participate in essential functions, such as cell junction and phenylpropanoid biosynthesis, these genes may be important for breeding Al-resistant varieties. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12298-021-01018-x. |
format |
Text |
author |
Wang, Jing-xuan Wang, Bo Cui, Lu-bin Xie, Hao Li, Run-zhi Wang, Cheng Nan, Zhang-jie Liu, Yu-shu Ma, Jing-yu Sun, Yun-jin Li, Wei-yu |
author_facet |
Wang, Jing-xuan Wang, Bo Cui, Lu-bin Xie, Hao Li, Run-zhi Wang, Cheng Nan, Zhang-jie Liu, Yu-shu Ma, Jing-yu Sun, Yun-jin Li, Wei-yu |
author_sort |
Wang, Jing-xuan |
title |
Identification of differentially expressed genes associated with aluminum resistance in the soybean plant |
title_short |
Identification of differentially expressed genes associated with aluminum resistance in the soybean plant |
title_full |
Identification of differentially expressed genes associated with aluminum resistance in the soybean plant |
title_fullStr |
Identification of differentially expressed genes associated with aluminum resistance in the soybean plant |
title_full_unstemmed |
Identification of differentially expressed genes associated with aluminum resistance in the soybean plant |
title_sort |
identification of differentially expressed genes associated with aluminum resistance in the soybean plant |
publisher |
Springer India |
publishDate |
2021 |
url |
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212322/ http://www.ncbi.nlm.nih.gov/pubmed/34177149 https://doi.org/10.1007/s12298-021-01018-x |
long_lat |
ENVELOPE(9.281,9.281,63.350,63.350) |
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Venn |
geographic_facet |
Venn |
genre |
eskimo* |
genre_facet |
eskimo* |
op_source |
Physiol Mol Biol Plants |
op_relation |
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212322/ http://www.ncbi.nlm.nih.gov/pubmed/34177149 http://dx.doi.org/10.1007/s12298-021-01018-x |
op_rights |
© Prof. H.S. Srivastava Foundation for Science and Society 2021 |
op_doi |
https://doi.org/10.1007/s12298-021-01018-x |
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Physiology and Molecular Biology of Plants |
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27 |
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6 |
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1311 |
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1321 |
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