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Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology

Faba bean (Vicia faba L.), a globally important grain legume providing a stable source of dietary protein, was one of the earliest plant cytogenetic models. However, the lack of draft genome annotations and unclear structural information on mRNA transcripts have impeded its genetic improvement. To a...

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Autores principales: Lyu, Jae Il, Ramekar, Rahul, Kim, Jung Min, Hung, Nguyen Ngoc, Seo, Ji Su, Kim, Jin-Baek, Choi, Ik-Young, Park, Kyong-Cheul, Kwon, Soon-Jae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548339/
https://www.ncbi.nlm.nih.gov/pubmed/34702863
http://dx.doi.org/10.1038/s41598-021-00506-0
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author Lyu, Jae Il
Ramekar, Rahul
Kim, Jung Min
Hung, Nguyen Ngoc
Seo, Ji Su
Kim, Jin-Baek
Choi, Ik-Young
Park, Kyong-Cheul
Kwon, Soon-Jae
author_facet Lyu, Jae Il
Ramekar, Rahul
Kim, Jung Min
Hung, Nguyen Ngoc
Seo, Ji Su
Kim, Jin-Baek
Choi, Ik-Young
Park, Kyong-Cheul
Kwon, Soon-Jae
author_sort Lyu, Jae Il
collection PubMed
description Faba bean (Vicia faba L.), a globally important grain legume providing a stable source of dietary protein, was one of the earliest plant cytogenetic models. However, the lack of draft genome annotations and unclear structural information on mRNA transcripts have impeded its genetic improvement. To address this, we sequenced faba bean leaf transcriptome using the PacBio single-molecule long-read isoform sequencing platform. We identified 28,569 nonredundant unigenes, ranging from 108 to 9669 bp, with a total length of 94.5 Mb. Many unigenes (3597, 12.5%) had 2–20 isoforms, indicating a highly complex transcriptome. Approximately 96.5% of the unigenes matched sequences in public databases. The predicted proteins and transcription factors included NB-ARC, Myb_domain, C3H, bHLH, and heat shock proteins, implying that this genome has an abundance of stress resistance genes. To validate our results, we selected WCOR413-15785, DHN2-12403, DHN2-14197, DHN2-14797, COR15-14478, and HVA22-15 unigenes from the ICE-CBF-COR pathway to analyze their expression patterns in cold-treated samples via qRT-PCR. The expression of dehydrin-related genes was induced by cold stress. The assembled data provide the first insights into the deep sequencing of full-length RNA from faba bean at the single-molecule level. This study provides an important foundation to improve gene modeling and protein prediction.
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spelling pubmed-85483392021-10-27 Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology Lyu, Jae Il Ramekar, Rahul Kim, Jung Min Hung, Nguyen Ngoc Seo, Ji Su Kim, Jin-Baek Choi, Ik-Young Park, Kyong-Cheul Kwon, Soon-Jae Sci Rep Article Faba bean (Vicia faba L.), a globally important grain legume providing a stable source of dietary protein, was one of the earliest plant cytogenetic models. However, the lack of draft genome annotations and unclear structural information on mRNA transcripts have impeded its genetic improvement. To address this, we sequenced faba bean leaf transcriptome using the PacBio single-molecule long-read isoform sequencing platform. We identified 28,569 nonredundant unigenes, ranging from 108 to 9669 bp, with a total length of 94.5 Mb. Many unigenes (3597, 12.5%) had 2–20 isoforms, indicating a highly complex transcriptome. Approximately 96.5% of the unigenes matched sequences in public databases. The predicted proteins and transcription factors included NB-ARC, Myb_domain, C3H, bHLH, and heat shock proteins, implying that this genome has an abundance of stress resistance genes. To validate our results, we selected WCOR413-15785, DHN2-12403, DHN2-14197, DHN2-14797, COR15-14478, and HVA22-15 unigenes from the ICE-CBF-COR pathway to analyze their expression patterns in cold-treated samples via qRT-PCR. The expression of dehydrin-related genes was induced by cold stress. The assembled data provide the first insights into the deep sequencing of full-length RNA from faba bean at the single-molecule level. This study provides an important foundation to improve gene modeling and protein prediction. Nature Publishing Group UK 2021-10-26 /pmc/articles/PMC8548339/ /pubmed/34702863 http://dx.doi.org/10.1038/s41598-021-00506-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) .
spellingShingle Article
Lyu, Jae Il
Ramekar, Rahul
Kim, Jung Min
Hung, Nguyen Ngoc
Seo, Ji Su
Kim, Jin-Baek
Choi, Ik-Young
Park, Kyong-Cheul
Kwon, Soon-Jae
Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology
title Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology
title_full Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology
title_fullStr Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology
title_full_unstemmed Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology
title_short Unraveling the complexity of faba bean (Vicia faba L.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology
title_sort unraveling the complexity of faba bean (vicia faba l.) transcriptome to reveal cold-stress-responsive genes using long-read isoform sequencing technology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548339/
https://www.ncbi.nlm.nih.gov/pubmed/34702863
http://dx.doi.org/10.1038/s41598-021-00506-0
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