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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Published in:Physiology and Molecular Biology of Plants
Main Authors: 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
Format: Text
Language:English
Published: Springer India 2021
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Online Access: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
id ftpubmed:oai:pubmedcentral.nih.gov:8212322
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spelling 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
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Research Article
spellingShingle 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
topic_facet 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)
geographic 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
container_title Physiology and Molecular Biology of Plants
container_volume 27
container_issue 6
container_start_page 1311
op_container_end_page 1321
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