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Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato

BACKGROUND: Tomato (Solanum lycopersicum) is both an important agricultural product and an excellent model system for studying plant-pathogen interactions. It is susceptible to bacterial wilt caused by Ralstonia solanacearum (Rs), and infection can result in severe yield and quality losses. To inves...

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Autores principales: Shi, Jianlei, Shui, Deju, Su, Shiwen, Xiong, Zili, Zai, Wenshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10061692/
https://www.ncbi.nlm.nih.gov/pubmed/36991339
http://dx.doi.org/10.1186/s12864-023-09237-0
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author Shi, Jianlei
Shui, Deju
Su, Shiwen
Xiong, Zili
Zai, Wenshan
author_facet Shi, Jianlei
Shui, Deju
Su, Shiwen
Xiong, Zili
Zai, Wenshan
author_sort Shi, Jianlei
collection PubMed
description BACKGROUND: Tomato (Solanum lycopersicum) is both an important agricultural product and an excellent model system for studying plant-pathogen interactions. It is susceptible to bacterial wilt caused by Ralstonia solanacearum (Rs), and infection can result in severe yield and quality losses. To investigate which genes are involved in the resistance response to this pathogen, we sequenced the transcriptomes of both resistant and susceptible tomato inbred lines before and after Rs inoculation. RESULTS: In total, 75.02 Gb of high-quality reads were generated from 12 RNA-seq libraries. A total of 1,312 differentially expressed genes (DEGs) were identified, including 693 up-regulated and 621 down-regulated genes. Additionally, 836 unique DEGs were obtained when comparing two tomato lines, including 27 co-expression hub genes. A total of 1,290 DEGs were functionally annotated using eight databases, most of which were found to be involved in biological pathways such as DNA and chromatin activity, plant-pathogen interaction, plant hormone signal transduction, secondary metabolite biosynthesis, and defense response. Among the core-enriched genes in 12 key pathways related to resistance, 36 genotype-specific DEGs were identified. RT-qPCR integrated analysis revealed that multiple DEGs may play a significant role in tomato response to Rs. In particular, Solyc01g073985.1 (NLR disease resistance protein) and Solyc04g058170.1 (calcium-binding protein) in plant-pathogen interaction are likely to be involved in the resistance. CONCLUSION: We analyzed the transcriptomes of both resistant and susceptible tomato lines during control and inoculated conditions and identified several key genotype-specific hub genes involved in a variety of different biological processes. These findings lay a foundation for better understanding the molecular basis by which resistant tomato lines respond to Rs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09237-0.
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spelling pubmed-100616922023-03-31 Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato Shi, Jianlei Shui, Deju Su, Shiwen Xiong, Zili Zai, Wenshan BMC Genomics Research BACKGROUND: Tomato (Solanum lycopersicum) is both an important agricultural product and an excellent model system for studying plant-pathogen interactions. It is susceptible to bacterial wilt caused by Ralstonia solanacearum (Rs), and infection can result in severe yield and quality losses. To investigate which genes are involved in the resistance response to this pathogen, we sequenced the transcriptomes of both resistant and susceptible tomato inbred lines before and after Rs inoculation. RESULTS: In total, 75.02 Gb of high-quality reads were generated from 12 RNA-seq libraries. A total of 1,312 differentially expressed genes (DEGs) were identified, including 693 up-regulated and 621 down-regulated genes. Additionally, 836 unique DEGs were obtained when comparing two tomato lines, including 27 co-expression hub genes. A total of 1,290 DEGs were functionally annotated using eight databases, most of which were found to be involved in biological pathways such as DNA and chromatin activity, plant-pathogen interaction, plant hormone signal transduction, secondary metabolite biosynthesis, and defense response. Among the core-enriched genes in 12 key pathways related to resistance, 36 genotype-specific DEGs were identified. RT-qPCR integrated analysis revealed that multiple DEGs may play a significant role in tomato response to Rs. In particular, Solyc01g073985.1 (NLR disease resistance protein) and Solyc04g058170.1 (calcium-binding protein) in plant-pathogen interaction are likely to be involved in the resistance. CONCLUSION: We analyzed the transcriptomes of both resistant and susceptible tomato lines during control and inoculated conditions and identified several key genotype-specific hub genes involved in a variety of different biological processes. These findings lay a foundation for better understanding the molecular basis by which resistant tomato lines respond to Rs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09237-0. BioMed Central 2023-03-29 /pmc/articles/PMC10061692/ /pubmed/36991339 http://dx.doi.org/10.1186/s12864-023-09237-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Shi, Jianlei
Shui, Deju
Su, Shiwen
Xiong, Zili
Zai, Wenshan
Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato
title Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato
title_full Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato
title_fullStr Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato
title_full_unstemmed Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato
title_short Gene enrichment and co-expression analysis shed light on transcriptional responses to Ralstonia solanacearum in tomato
title_sort gene enrichment and co-expression analysis shed light on transcriptional responses to ralstonia solanacearum in tomato
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10061692/
https://www.ncbi.nlm.nih.gov/pubmed/36991339
http://dx.doi.org/10.1186/s12864-023-09237-0
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