Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum Toxicity

<b>: </b>Aluminum (Al) toxicity is a major factor limiting crop productivity on acid soils. Soybean (<i>Glycine max</i>) is an important oil crop and there is great variation in Al tolerance in soybean germplasms. However, only a few Al-tolerance genes have been reported in s...

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Main Authors: Lijuan Zhao, Jingjing Cui, Yuanyuan Cai, Songnan Yang, Juge Liu, Wei Wang, Junyi Gai, Zhubing Hu, Yan Li
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/21/12/4316
id doaj-e05f98d94f6c451a881bb1a9d937f142
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Lijuan Zhao
Jingjing Cui
Yuanyuan Cai
Songnan Yang
Juge Liu
Wei Wang
Junyi Gai
Zhubing Hu
Yan Li
spellingShingle Lijuan Zhao
Jingjing Cui
Yuanyuan Cai
Songnan Yang
Juge Liu
Wei Wang
Junyi Gai
Zhubing Hu
Yan Li
Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum Toxicity
International Journal of Molecular Sciences
aluminum
cellulose
gene ontology (GO) enrichment
RNA-seq
soybean
author_facet Lijuan Zhao
Jingjing Cui
Yuanyuan Cai
Songnan Yang
Juge Liu
Wei Wang
Junyi Gai
Zhubing Hu
Yan Li
author_sort Lijuan Zhao
title Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum Toxicity
title_short Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum Toxicity
title_full Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum Toxicity
title_fullStr Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum Toxicity
title_full_unstemmed Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum Toxicity
title_sort comparative transcriptome analysis of two contrasting soybean varieties in response to aluminum toxicity
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2020-06-01
description <b>: </b>Aluminum (Al) toxicity is a major factor limiting crop productivity on acid soils. Soybean (<i>Glycine max</i>) is an important oil crop and there is great variation in Al tolerance in soybean germplasms. However, only a few Al-tolerance genes have been reported in soybean. Therefore, the purpose of this study was to identify candidate Al tolerance genes by comparative transcriptome analysis of two contrasting soybean varieties in response to Al stress. Two soybean varieties, M90-24 (M) and Pella (P), which showed significant difference in Al tolerance, were used for RNA-seq analysis. We identified a total of 354 Al-tolerance related genes, which showed up-regulated expression by Al in the Al-tolerant soybean variety M and higher transcript levels in M than P under Al stress. These genes were enriched in the Gene Ontology (GO) terms of cellular glucan metabolic process and regulation of transcription. Five out of 11 genes in the enriched GO term of cellular glucan metabolic process encode cellulose synthases, and one cellulose synthase gene (Glyma.02G205800) was identified as the key hub gene by co-expression network analysis. Furthermore, treatment of soybean roots with a cellulose biosynthesis inhibitor decreased the Al tolerance, indicating an important role of cellulose production in soybean tolerance to Al toxicity. This study provides a list of candidate genes for further investigation on Al tolerance mechanisms in soybean.
topic aluminum
cellulose
gene ontology (GO) enrichment
RNA-seq
soybean
url https://www.mdpi.com/1422-0067/21/12/4316
work_keys_str_mv AT lijuanzhao comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT jingjingcui comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT yuanyuancai comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT songnanyang comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT jugeliu comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT weiwang comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT junyigai comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT zhubinghu comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
AT yanli comparativetranscriptomeanalysisoftwocontrastingsoybeanvarietiesinresponsetoaluminumtoxicity
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spelling doaj-e05f98d94f6c451a881bb1a9d937f1422020-11-25T03:51:12ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672020-06-01214316431610.3390/ijms21124316Comparative Transcriptome Analysis of Two Contrasting Soybean Varieties in Response to Aluminum ToxicityLijuan Zhao0Jingjing Cui1Yuanyuan Cai2Songnan Yang3Juge Liu4Wei Wang5Junyi Gai6Zhubing Hu7Yan Li8National Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, ChinaNational Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, ChinaNational Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, ChinaNational Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, ChinaNational Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, ChinaNational Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, ChinaNational Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, ChinaCollege of Life Sciences, Nanjing Agricultural University, Nanjing 210095, ChinaNational Key Laboratory of Crop Genetics and Germplasm Enhancement, National Center for Soybean Improvement, Key Laboratory for Biology and Genetic Improvement of Soybean (General, Ministry of Agriculture), Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, China<b>: </b>Aluminum (Al) toxicity is a major factor limiting crop productivity on acid soils. Soybean (<i>Glycine max</i>) is an important oil crop and there is great variation in Al tolerance in soybean germplasms. However, only a few Al-tolerance genes have been reported in soybean. Therefore, the purpose of this study was to identify candidate Al tolerance genes by comparative transcriptome analysis of two contrasting soybean varieties in response to Al stress. Two soybean varieties, M90-24 (M) and Pella (P), which showed significant difference in Al tolerance, were used for RNA-seq analysis. We identified a total of 354 Al-tolerance related genes, which showed up-regulated expression by Al in the Al-tolerant soybean variety M and higher transcript levels in M than P under Al stress. These genes were enriched in the Gene Ontology (GO) terms of cellular glucan metabolic process and regulation of transcription. Five out of 11 genes in the enriched GO term of cellular glucan metabolic process encode cellulose synthases, and one cellulose synthase gene (Glyma.02G205800) was identified as the key hub gene by co-expression network analysis. Furthermore, treatment of soybean roots with a cellulose biosynthesis inhibitor decreased the Al tolerance, indicating an important role of cellulose production in soybean tolerance to Al toxicity. This study provides a list of candidate genes for further investigation on Al tolerance mechanisms in soybean.https://www.mdpi.com/1422-0067/21/12/4316aluminumcellulosegene ontology (GO) enrichmentRNA-seqsoybean