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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9144462 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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