Cargando…

Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome

[Image: see text] SARS-CoV-2 poses a great challenge toward mankind, majorly due to its evolution and frequently occurring variants. On the other hand, in human hosts, microRNA (miRNA) plays a vital role in replication and propagation during a viral infection and can control the biological processes...

Descripción completa

Detalles Bibliográficos
Autores principales: Saha, Indrajit, Ghosh, Nimisha, Plewczynski, Dariusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9773347/
https://www.ncbi.nlm.nih.gov/pubmed/36570256
http://dx.doi.org/10.1021/acsomega.2c05091
_version_ 1784855175367753728
author Saha, Indrajit
Ghosh, Nimisha
Plewczynski, Dariusz
author_facet Saha, Indrajit
Ghosh, Nimisha
Plewczynski, Dariusz
author_sort Saha, Indrajit
collection PubMed
description [Image: see text] SARS-CoV-2 poses a great challenge toward mankind, majorly due to its evolution and frequently occurring variants. On the other hand, in human hosts, microRNA (miRNA) plays a vital role in replication and propagation during a viral infection and can control the biological processes. This may be essential for the progression of viral infection. Moreover, human miRNAs can play a therapeutic role in treatment of different viral diseases by binding to the target sites of the virus genome, thereby hindering the essential functioning of the virus. Motivated by this fact, we have hypothesized a new approach in order to identify human miRNAs that can target the mRNA (genome) of SARS-CoV-2 to degrade their protein synthesis. In this regard, the multiple sequence alignment technique Clustal Omega is used to align a complement of 2656 human miRNAs with the SARS-CoV-2 reference genome (mRNA). Thereafter, ranking of these aligned human miRNAs is performed with the help of a new scoring function that takes into account the (a) total number of nucleotide matches between the human miRNA and the SARS-CoV-2 genome, (b) number of consecutive nucleotide matches between the human miRNA and the SARS-CoV-2 genome, (c) number of nucleotide mismatches between the human miRNA and the SARS-CoV-2 genome, and (d) the difference in length before and after alignment of the human miRNA. As a result, from the 2656 ranked miRNAs, the top 20 human miRNAs are reported, which are targeting different coding and non-coding regions of the SARS-CoV-2 genome. Moreover, molecular docking of such human miRNAs with virus mRNA is performed to verify the efficacy of the interactions. Furthermore, 4 miRNAs out of the top 20 miRNAs are identified to have the seed region. In order to inhibit the virus, the key human targets of the seed regions may be targeted. Repurposable drugs like carfilzomib, bortezomib, hydralazine, and paclitaxel are identified for such purpose.
format Online
Article
Text
id pubmed-9773347
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-97733472022-12-23 Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome Saha, Indrajit Ghosh, Nimisha Plewczynski, Dariusz ACS Omega [Image: see text] SARS-CoV-2 poses a great challenge toward mankind, majorly due to its evolution and frequently occurring variants. On the other hand, in human hosts, microRNA (miRNA) plays a vital role in replication and propagation during a viral infection and can control the biological processes. This may be essential for the progression of viral infection. Moreover, human miRNAs can play a therapeutic role in treatment of different viral diseases by binding to the target sites of the virus genome, thereby hindering the essential functioning of the virus. Motivated by this fact, we have hypothesized a new approach in order to identify human miRNAs that can target the mRNA (genome) of SARS-CoV-2 to degrade their protein synthesis. In this regard, the multiple sequence alignment technique Clustal Omega is used to align a complement of 2656 human miRNAs with the SARS-CoV-2 reference genome (mRNA). Thereafter, ranking of these aligned human miRNAs is performed with the help of a new scoring function that takes into account the (a) total number of nucleotide matches between the human miRNA and the SARS-CoV-2 genome, (b) number of consecutive nucleotide matches between the human miRNA and the SARS-CoV-2 genome, (c) number of nucleotide mismatches between the human miRNA and the SARS-CoV-2 genome, and (d) the difference in length before and after alignment of the human miRNA. As a result, from the 2656 ranked miRNAs, the top 20 human miRNAs are reported, which are targeting different coding and non-coding regions of the SARS-CoV-2 genome. Moreover, molecular docking of such human miRNAs with virus mRNA is performed to verify the efficacy of the interactions. Furthermore, 4 miRNAs out of the top 20 miRNAs are identified to have the seed region. In order to inhibit the virus, the key human targets of the seed regions may be targeted. Repurposable drugs like carfilzomib, bortezomib, hydralazine, and paclitaxel are identified for such purpose. American Chemical Society 2022-12-05 /pmc/articles/PMC9773347/ /pubmed/36570256 http://dx.doi.org/10.1021/acsomega.2c05091 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Saha, Indrajit
Ghosh, Nimisha
Plewczynski, Dariusz
Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome
title Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome
title_full Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome
title_fullStr Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome
title_full_unstemmed Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome
title_short Identification of Human miRNA Biomarkers Targeting the SARS-CoV-2 Genome
title_sort identification of human mirna biomarkers targeting the sars-cov-2 genome
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9773347/
https://www.ncbi.nlm.nih.gov/pubmed/36570256
http://dx.doi.org/10.1021/acsomega.2c05091
work_keys_str_mv AT sahaindrajit identificationofhumanmirnabiomarkerstargetingthesarscov2genome
AT ghoshnimisha identificationofhumanmirnabiomarkerstargetingthesarscov2genome
AT plewczynskidariusz identificationofhumanmirnabiomarkerstargetingthesarscov2genome