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Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa

Quinoa is a cold-resistant and nutrient-rich crop. To decipher the cold stress response of quinoa, the full-length transcriptomes of the cold-resistant quinoa variety CRQ64 and the cold-sensitive quinoa variety CSQ5 were compared. We identified 55,389 novel isoforms and 6432 novel genes in these tra...

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Autores principales: Zheng, Ling, Zhao, Yiwu, Gan, Yifeng, Li, Hao, Luo, Shiqi, Liu, Xiang, Li, Yuanyuan, Shao, Qun, Zhang, Hui, Zhao, Yanxiu, Ma, Changle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144462/
https://www.ncbi.nlm.nih.gov/pubmed/35628539
http://dx.doi.org/10.3390/ijms23105724
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author Zheng, Ling
Zhao, Yiwu
Gan, Yifeng
Li, Hao
Luo, Shiqi
Liu, Xiang
Li, Yuanyuan
Shao, Qun
Zhang, Hui
Zhao, Yanxiu
Ma, Changle
author_facet Zheng, Ling
Zhao, Yiwu
Gan, Yifeng
Li, Hao
Luo, Shiqi
Liu, Xiang
Li, Yuanyuan
Shao, Qun
Zhang, Hui
Zhao, Yanxiu
Ma, Changle
author_sort Zheng, Ling
collection PubMed
description Quinoa is a cold-resistant and nutrient-rich crop. To decipher the cold stress response of quinoa, the full-length transcriptomes of the cold-resistant quinoa variety CRQ64 and the cold-sensitive quinoa variety CSQ5 were compared. We identified 55,389 novel isoforms and 6432 novel genes in these transcriptomes. Under cold stress, CRQ64 had more differentially expressed genes (DEGs) and differentially alternative splicing events compared to non-stress conditions than CSQ5. DEGs that were specifically present only in CRQ64 were significantly enriched in processes which contribute to osmoregulation and ROS homeostasis in plants, such as sucrose metabolism and phenylpropanoid biosynthesis. More genes with differential alternative splicing under cold stress were enriched in peroxidase functions in CRQ64. In total, 5988 transcription factors and 2956 long non-coding RNAs (LncRNAs) were detected in this dataset. Many of these had altered expression patterns under cold stress compared to non-stress conditions. Our transcriptome results demonstrate that CRQ64 undergoes a wider stress response than CSQ5 under cold stress. Our results improved the annotation of the quinoa genome and provide new insight into the mechanisms of cold resistance in quinoa.
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spelling pubmed-91444622022-05-29 Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa Zheng, Ling Zhao, Yiwu Gan, Yifeng Li, Hao Luo, Shiqi Liu, Xiang Li, Yuanyuan Shao, Qun Zhang, Hui Zhao, Yanxiu Ma, Changle Int J Mol Sci Article Quinoa is a cold-resistant and nutrient-rich crop. To decipher the cold stress response of quinoa, the full-length transcriptomes of the cold-resistant quinoa variety CRQ64 and the cold-sensitive quinoa variety CSQ5 were compared. We identified 55,389 novel isoforms and 6432 novel genes in these transcriptomes. Under cold stress, CRQ64 had more differentially expressed genes (DEGs) and differentially alternative splicing events compared to non-stress conditions than CSQ5. DEGs that were specifically present only in CRQ64 were significantly enriched in processes which contribute to osmoregulation and ROS homeostasis in plants, such as sucrose metabolism and phenylpropanoid biosynthesis. More genes with differential alternative splicing under cold stress were enriched in peroxidase functions in CRQ64. In total, 5988 transcription factors and 2956 long non-coding RNAs (LncRNAs) were detected in this dataset. Many of these had altered expression patterns under cold stress compared to non-stress conditions. Our transcriptome results demonstrate that CRQ64 undergoes a wider stress response than CSQ5 under cold stress. Our results improved the annotation of the quinoa genome and provide new insight into the mechanisms of cold resistance in quinoa. MDPI 2022-05-20 /pmc/articles/PMC9144462/ /pubmed/35628539 http://dx.doi.org/10.3390/ijms23105724 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zheng, Ling
Zhao, Yiwu
Gan, Yifeng
Li, Hao
Luo, Shiqi
Liu, Xiang
Li, Yuanyuan
Shao, Qun
Zhang, Hui
Zhao, Yanxiu
Ma, Changle
Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa
title Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa
title_full Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa
title_fullStr Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa
title_full_unstemmed Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa
title_short Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa
title_sort full-length transcriptome sequencing reveals the impact of cold stress on alternative splicing in quinoa
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144462/
https://www.ncbi.nlm.nih.gov/pubmed/35628539
http://dx.doi.org/10.3390/ijms23105724
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