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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...

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Autores principales: Sun, Jianqiang, Okada, Moeko, Tameshige, Toshiaki, Shimizu-Inatsugi, Rie, Akiyama, Reiko, Nagano, Atsushi J, Sese, Jun, Shimizu, Kentaro K
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
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.
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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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