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Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network

Competing endogenous RNAs (ceRNA) play a crucial role in cell functions. Computational methods that provide large-scale analysis of the interactions between miRNAs and their competitive targets can contribute to the understanding of ceRNA regulations and critical regulatory functions. Recent reports...

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Autores principales: Ari Yuka, Selcen, Yilmaz, Alper
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541317/
https://www.ncbi.nlm.nih.gov/pubmed/34722003
http://dx.doi.org/10.7717/peerj.12370
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author Ari Yuka, Selcen
Yilmaz, Alper
author_facet Ari Yuka, Selcen
Yilmaz, Alper
author_sort Ari Yuka, Selcen
collection PubMed
description Competing endogenous RNAs (ceRNA) play a crucial role in cell functions. Computational methods that provide large-scale analysis of the interactions between miRNAs and their competitive targets can contribute to the understanding of ceRNA regulations and critical regulatory functions. Recent reports showed that viral RNAs can compete with host RNAs against host miRNAs. Regarding SARS-CoV-2 RNA, no comprehensive study had been reported about its competition with cellular ceRNAs. In this study, for the first time, we used the ceRNAnetsim package to assess ceRNA network effects per individual cell and competitive behavior of SARS-CoV-2 RNA in the infected cells using single-cell sequencing data. Our computations identified 195 genes and 29 miRNAs which vary in competitive behavior specifically in presence of SARS-CoV-2 RNA. We also investigated 18 genes that are affected by genes that lost perturbation ability in presence of SARS-CoV-2 RNA in the human miRNA:ceRNA network. These transcripts have associations with COVID-19-related symptoms as well as many dysfunctions such as metabolic diseases, carcinomas, heart failure. Our results showed that the effects of the SARS-CoV-2 genome on host ceRNA interactions and consequent dysfunctions can be explained by competition among various miRNA targets. Our perturbation ability perspective has the potential to reveal yet to be discovered SARS-CoV-2 induced effects invisible to conventional approaches.
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spelling pubmed-85413172021-10-29 Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network Ari Yuka, Selcen Yilmaz, Alper PeerJ Bioinformatics Competing endogenous RNAs (ceRNA) play a crucial role in cell functions. Computational methods that provide large-scale analysis of the interactions between miRNAs and their competitive targets can contribute to the understanding of ceRNA regulations and critical regulatory functions. Recent reports showed that viral RNAs can compete with host RNAs against host miRNAs. Regarding SARS-CoV-2 RNA, no comprehensive study had been reported about its competition with cellular ceRNAs. In this study, for the first time, we used the ceRNAnetsim package to assess ceRNA network effects per individual cell and competitive behavior of SARS-CoV-2 RNA in the infected cells using single-cell sequencing data. Our computations identified 195 genes and 29 miRNAs which vary in competitive behavior specifically in presence of SARS-CoV-2 RNA. We also investigated 18 genes that are affected by genes that lost perturbation ability in presence of SARS-CoV-2 RNA in the human miRNA:ceRNA network. These transcripts have associations with COVID-19-related symptoms as well as many dysfunctions such as metabolic diseases, carcinomas, heart failure. Our results showed that the effects of the SARS-CoV-2 genome on host ceRNA interactions and consequent dysfunctions can be explained by competition among various miRNA targets. Our perturbation ability perspective has the potential to reveal yet to be discovered SARS-CoV-2 induced effects invisible to conventional approaches. PeerJ Inc. 2021-10-20 /pmc/articles/PMC8541317/ /pubmed/34722003 http://dx.doi.org/10.7717/peerj.12370 Text en ©2021 Ari Yuka and Yilmaz 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 use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Bioinformatics
Ari Yuka, Selcen
Yilmaz, Alper
Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network
title Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network
title_full Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network
title_fullStr Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network
title_full_unstemmed Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network
title_short Effect of SARS-CoV-2 infection on host competing endogenous RNA and miRNA network
title_sort effect of sars-cov-2 infection on host competing endogenous rna and mirna network
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541317/
https://www.ncbi.nlm.nih.gov/pubmed/34722003
http://dx.doi.org/10.7717/peerj.12370
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