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A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat
Although allopolyploid species are common among natural and crop species, it is not easy to distinguish duplicated genes, known as homeologs, during their genomic analysis. Yet, cost-efficient RNA sequencing (RNA-seq) is to be developed for large-scale transcriptomic studies such as time-series anal...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336777/ https://www.ncbi.nlm.nih.gov/pubmed/37448590 http://dx.doi.org/10.1093/nargab/lqad067 |
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author | Sun, Jianqiang Okada, Moeko Tameshige, Toshiaki Shimizu-Inatsugi, Rie Akiyama, Reiko Nagano, Atsushi J Sese, Jun Shimizu, Kentaro K |
author_facet | Sun, Jianqiang Okada, Moeko Tameshige, Toshiaki Shimizu-Inatsugi, Rie Akiyama, Reiko Nagano, Atsushi J Sese, Jun Shimizu, Kentaro K |
author_sort | Sun, Jianqiang |
collection | PubMed |
description | Although allopolyploid species are common among natural and crop species, it is not easy to distinguish duplicated genes, known as homeologs, during their genomic analysis. Yet, cost-efficient RNA sequencing (RNA-seq) is to be developed for large-scale transcriptomic studies such as time-series analysis and genome-wide association studies in allopolyploids. In this study, we employed a 3′ RNA-seq utilizing 3′ untranslated regions (UTRs) containing frequent mutations among homeologous genes, compared to coding sequence. Among the 3′ RNA-seq protocols, we examined a low-cost method Lasy-Seq using an allohexaploid bread wheat, Triticum aestivum. HISAT2 showed the best performance for 3′ RNA-seq with the least mapping errors and quick computational time. The number of detected homeologs was further improved by extending 1 kb of the 3′ UTR annotation. Differentially expressed genes in response to mild cold treatment detected by the 3′ RNA-seq were verified with high-coverage conventional RNA-seq, although the latter detected more differentially expressed genes. Finally, downsampling showed that even a 2 million sequencing depth can still detect more than half of expressed homeologs identifiable by the conventional 32 million reads. These data demonstrate that this low-cost 3′ RNA-seq facilitates large-scale transcriptomic studies of allohexaploid wheat and indicate the potential application to other allopolyploid species. |
format | Online Article Text |
id | pubmed-10336777 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-103367772023-07-13 A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat Sun, Jianqiang Okada, Moeko Tameshige, Toshiaki Shimizu-Inatsugi, Rie Akiyama, Reiko Nagano, Atsushi J Sese, Jun Shimizu, Kentaro K NAR Genom Bioinform Standard Article Although allopolyploid species are common among natural and crop species, it is not easy to distinguish duplicated genes, known as homeologs, during their genomic analysis. Yet, cost-efficient RNA sequencing (RNA-seq) is to be developed for large-scale transcriptomic studies such as time-series analysis and genome-wide association studies in allopolyploids. In this study, we employed a 3′ RNA-seq utilizing 3′ untranslated regions (UTRs) containing frequent mutations among homeologous genes, compared to coding sequence. Among the 3′ RNA-seq protocols, we examined a low-cost method Lasy-Seq using an allohexaploid bread wheat, Triticum aestivum. HISAT2 showed the best performance for 3′ RNA-seq with the least mapping errors and quick computational time. The number of detected homeologs was further improved by extending 1 kb of the 3′ UTR annotation. Differentially expressed genes in response to mild cold treatment detected by the 3′ RNA-seq were verified with high-coverage conventional RNA-seq, although the latter detected more differentially expressed genes. Finally, downsampling showed that even a 2 million sequencing depth can still detect more than half of expressed homeologs identifiable by the conventional 32 million reads. These data demonstrate that this low-cost 3′ RNA-seq facilitates large-scale transcriptomic studies of allohexaploid wheat and indicate the potential application to other allopolyploid species. Oxford University Press 2023-07-12 /pmc/articles/PMC10336777/ /pubmed/37448590 http://dx.doi.org/10.1093/nargab/lqad067 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Standard Article Sun, Jianqiang Okada, Moeko Tameshige, Toshiaki Shimizu-Inatsugi, Rie Akiyama, Reiko Nagano, Atsushi J Sese, Jun Shimizu, Kentaro K A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat |
title | A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat |
title_full | A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat |
title_fullStr | A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat |
title_full_unstemmed | A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat |
title_short | A low-coverage 3′ RNA-seq to detect homeolog expression in polyploid wheat |
title_sort | low-coverage 3′ rna-seq to detect homeolog expression in polyploid wheat |
topic | Standard Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336777/ https://www.ncbi.nlm.nih.gov/pubmed/37448590 http://dx.doi.org/10.1093/nargab/lqad067 |
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