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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Language: | English |
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MDPI AG
2020-06-01
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Series: | International Journal of Molecular Sciences |
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Online Access: | https://www.mdpi.com/1422-0067/21/12/4316 |
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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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1724488240510009344 |
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 |