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Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection

MicroRNAs (miRNAs) have been shown to play important roles in viral infections, but their associations with SARS-CoV-2 infection remain poorly understood. Here, we detected 85 differentially expressed miRNAs (DE-miRNAs) from 2,336 known and 361 novel miRNAs that were identified in 233 plasma samples...

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Autores principales: Zeng, Qiqi, Qi, Xin, Ma, Junpeng, Hu, Fang, Wang, Xiaorui, Qin, Hongyu, Li, Mengyang, Huang, Shaoxin, Yang, Yong, Li, Yixin, Bai, Han, Jiang, Meng, Ren, Doudou, Kang, Ye, Zhao, Yang, Chen, Xiaobei, Ding, Xi, Ye, Di, Wang, Yankui, Jiang, Jianguo, Li, Dong, Chen, Xi, Hu, Ke, Zhang, Binghong, Shi, Bingyin, Zhang, Chengsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044631/
https://www.ncbi.nlm.nih.gov/pubmed/35502319
http://dx.doi.org/10.1016/j.isci.2022.104309
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author Zeng, Qiqi
Qi, Xin
Ma, Junpeng
Hu, Fang
Wang, Xiaorui
Qin, Hongyu
Li, Mengyang
Huang, Shaoxin
Yang, Yong
Li, Yixin
Bai, Han
Jiang, Meng
Ren, Doudou
Kang, Ye
Zhao, Yang
Chen, Xiaobei
Ding, Xi
Ye, Di
Wang, Yankui
Jiang, Jianguo
Li, Dong
Chen, Xi
Hu, Ke
Zhang, Binghong
Shi, Bingyin
Zhang, Chengsheng
author_facet Zeng, Qiqi
Qi, Xin
Ma, Junpeng
Hu, Fang
Wang, Xiaorui
Qin, Hongyu
Li, Mengyang
Huang, Shaoxin
Yang, Yong
Li, Yixin
Bai, Han
Jiang, Meng
Ren, Doudou
Kang, Ye
Zhao, Yang
Chen, Xiaobei
Ding, Xi
Ye, Di
Wang, Yankui
Jiang, Jianguo
Li, Dong
Chen, Xi
Hu, Ke
Zhang, Binghong
Shi, Bingyin
Zhang, Chengsheng
author_sort Zeng, Qiqi
collection PubMed
description MicroRNAs (miRNAs) have been shown to play important roles in viral infections, but their associations with SARS-CoV-2 infection remain poorly understood. Here, we detected 85 differentially expressed miRNAs (DE-miRNAs) from 2,336 known and 361 novel miRNAs that were identified in 233 plasma samples from 61 healthy controls and 116 patients with COVID-19 using the high-throughput sequencing and computational analysis. These DE-miRNAs were associated with SASR-CoV-2 infection, disease severity, and viral persistence in the patients with COVID-19, respectively. Gene ontology and KEGG pathway analyses of the DE-miRNAs revealed their connections to viral infections, immune responses, and lung diseases. Finally, we established a machine learning model using the DE-miRNAs between various groups for classification of COVID-19 cases with different clinical presentations. Our findings may help understand the contribution of miRNAs to the pathogenesis of COVID-19 and identify potential biomarkers and molecular targets for diagnosis and treatment of SARS-CoV-2 infection.
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spelling pubmed-90446312022-04-28 Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection Zeng, Qiqi Qi, Xin Ma, Junpeng Hu, Fang Wang, Xiaorui Qin, Hongyu Li, Mengyang Huang, Shaoxin Yang, Yong Li, Yixin Bai, Han Jiang, Meng Ren, Doudou Kang, Ye Zhao, Yang Chen, Xiaobei Ding, Xi Ye, Di Wang, Yankui Jiang, Jianguo Li, Dong Chen, Xi Hu, Ke Zhang, Binghong Shi, Bingyin Zhang, Chengsheng iScience Article MicroRNAs (miRNAs) have been shown to play important roles in viral infections, but their associations with SARS-CoV-2 infection remain poorly understood. Here, we detected 85 differentially expressed miRNAs (DE-miRNAs) from 2,336 known and 361 novel miRNAs that were identified in 233 plasma samples from 61 healthy controls and 116 patients with COVID-19 using the high-throughput sequencing and computational analysis. These DE-miRNAs were associated with SASR-CoV-2 infection, disease severity, and viral persistence in the patients with COVID-19, respectively. Gene ontology and KEGG pathway analyses of the DE-miRNAs revealed their connections to viral infections, immune responses, and lung diseases. Finally, we established a machine learning model using the DE-miRNAs between various groups for classification of COVID-19 cases with different clinical presentations. Our findings may help understand the contribution of miRNAs to the pathogenesis of COVID-19 and identify potential biomarkers and molecular targets for diagnosis and treatment of SARS-CoV-2 infection. Elsevier 2022-04-27 /pmc/articles/PMC9044631/ /pubmed/35502319 http://dx.doi.org/10.1016/j.isci.2022.104309 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Zeng, Qiqi
Qi, Xin
Ma, Junpeng
Hu, Fang
Wang, Xiaorui
Qin, Hongyu
Li, Mengyang
Huang, Shaoxin
Yang, Yong
Li, Yixin
Bai, Han
Jiang, Meng
Ren, Doudou
Kang, Ye
Zhao, Yang
Chen, Xiaobei
Ding, Xi
Ye, Di
Wang, Yankui
Jiang, Jianguo
Li, Dong
Chen, Xi
Hu, Ke
Zhang, Binghong
Shi, Bingyin
Zhang, Chengsheng
Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection
title Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection
title_full Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection
title_fullStr Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection
title_full_unstemmed Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection
title_short Distinct miRNAs associated with various clinical presentations of SARS-CoV-2 infection
title_sort distinct mirnas associated with various clinical presentations of sars-cov-2 infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044631/
https://www.ncbi.nlm.nih.gov/pubmed/35502319
http://dx.doi.org/10.1016/j.isci.2022.104309
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