Cargando…
Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing
Some recent studies showed that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and idiopathic pulmonary fibrosis (IPF) disease might stimulate each other through the shared genes. Therefore, in this study, an attempt was made to explore common genomic biomarkers for SARS-CoV...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031699/ https://www.ncbi.nlm.nih.gov/pubmed/36949176 http://dx.doi.org/10.1038/s41598-023-31276-6 |
_version_ | 1784910661156864000 |
---|---|
author | Islam, Md. Ariful Kibria, Md. Kaderi Hossen, Md. Bayazid Reza, Md. Selim Tasmia, Samme Amena Tuly, Khanis Farhana Mosharof, Md. Parvez Kabir, Syed Rashel Kabir, Md. Hadiul Mollah, Md. Nurul Haque |
author_facet | Islam, Md. Ariful Kibria, Md. Kaderi Hossen, Md. Bayazid Reza, Md. Selim Tasmia, Samme Amena Tuly, Khanis Farhana Mosharof, Md. Parvez Kabir, Syed Rashel Kabir, Md. Hadiul Mollah, Md. Nurul Haque |
author_sort | Islam, Md. Ariful |
collection | PubMed |
description | Some recent studies showed that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and idiopathic pulmonary fibrosis (IPF) disease might stimulate each other through the shared genes. Therefore, in this study, an attempt was made to explore common genomic biomarkers for SARS-CoV-2 infections and IPF disease highlighting their functions, pathways, regulators and associated drug molecules. At first, we identified 32 statistically significant common differentially expressed genes (cDEGs) between disease (SARS-CoV-2 and IPF) and control samples of RNA-Seq profiles by using a statistical r-package (edgeR). Then we detected 10 cDEGs (CXCR4, TNFAIP3, VCAM1, NLRP3, TNFAIP6, SELE, MX2, IRF4, UBD and CH25H) out of 32 as the common hub genes (cHubGs) by the protein–protein interaction (PPI) network analysis. The cHubGs regulatory network analysis detected few key TFs-proteins and miRNAs as the transcriptional and post-transcriptional regulators of cHubGs. The cDEGs-set enrichment analysis identified some crucial SARS-CoV-2 and IPF causing common molecular mechanisms including biological processes, molecular functions, cellular components and signaling pathways. Then, we suggested the cHubGs-guided top-ranked 10 candidate drug molecules (Tegobuvir, Nilotinib, Digoxin, Proscillaridin, Simeprevir, Sorafenib, Torin 2, Rapamycin, Vancomycin and Hesperidin) for the treatment against SARS-CoV-2 infections with IFP diseases as comorbidity. Finally, we investigated the resistance performance of our proposed drug molecules compare to the already published molecules, against the state-of-the-art alternatives publicly available top-ranked independent receptors by molecular docking analysis. Molecular docking results suggested that our proposed drug molecules would be more effective compare to the already published drug molecules. Thus, the findings of this study might be played a vital role for diagnosis and therapies of SARS-CoV-2 infections with IPF disease as comorbidity risk. |
format | Online Article Text |
id | pubmed-10031699 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100316992023-03-22 Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing Islam, Md. Ariful Kibria, Md. Kaderi Hossen, Md. Bayazid Reza, Md. Selim Tasmia, Samme Amena Tuly, Khanis Farhana Mosharof, Md. Parvez Kabir, Syed Rashel Kabir, Md. Hadiul Mollah, Md. Nurul Haque Sci Rep Article Some recent studies showed that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and idiopathic pulmonary fibrosis (IPF) disease might stimulate each other through the shared genes. Therefore, in this study, an attempt was made to explore common genomic biomarkers for SARS-CoV-2 infections and IPF disease highlighting their functions, pathways, regulators and associated drug molecules. At first, we identified 32 statistically significant common differentially expressed genes (cDEGs) between disease (SARS-CoV-2 and IPF) and control samples of RNA-Seq profiles by using a statistical r-package (edgeR). Then we detected 10 cDEGs (CXCR4, TNFAIP3, VCAM1, NLRP3, TNFAIP6, SELE, MX2, IRF4, UBD and CH25H) out of 32 as the common hub genes (cHubGs) by the protein–protein interaction (PPI) network analysis. The cHubGs regulatory network analysis detected few key TFs-proteins and miRNAs as the transcriptional and post-transcriptional regulators of cHubGs. The cDEGs-set enrichment analysis identified some crucial SARS-CoV-2 and IPF causing common molecular mechanisms including biological processes, molecular functions, cellular components and signaling pathways. Then, we suggested the cHubGs-guided top-ranked 10 candidate drug molecules (Tegobuvir, Nilotinib, Digoxin, Proscillaridin, Simeprevir, Sorafenib, Torin 2, Rapamycin, Vancomycin and Hesperidin) for the treatment against SARS-CoV-2 infections with IFP diseases as comorbidity. Finally, we investigated the resistance performance of our proposed drug molecules compare to the already published molecules, against the state-of-the-art alternatives publicly available top-ranked independent receptors by molecular docking analysis. Molecular docking results suggested that our proposed drug molecules would be more effective compare to the already published drug molecules. Thus, the findings of this study might be played a vital role for diagnosis and therapies of SARS-CoV-2 infections with IPF disease as comorbidity risk. Nature Publishing Group UK 2023-03-22 /pmc/articles/PMC10031699/ /pubmed/36949176 http://dx.doi.org/10.1038/s41598-023-31276-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Islam, Md. Ariful Kibria, Md. Kaderi Hossen, Md. Bayazid Reza, Md. Selim Tasmia, Samme Amena Tuly, Khanis Farhana Mosharof, Md. Parvez Kabir, Syed Rashel Kabir, Md. Hadiul Mollah, Md. Nurul Haque Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing |
title | Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing |
title_full | Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing |
title_fullStr | Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing |
title_full_unstemmed | Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing |
title_short | Bioinformatics-based investigation on the genetic influence between SARS-CoV-2 infections and idiopathic pulmonary fibrosis (IPF) diseases, and drug repurposing |
title_sort | bioinformatics-based investigation on the genetic influence between sars-cov-2 infections and idiopathic pulmonary fibrosis (ipf) diseases, and drug repurposing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031699/ https://www.ncbi.nlm.nih.gov/pubmed/36949176 http://dx.doi.org/10.1038/s41598-023-31276-6 |
work_keys_str_mv | AT islammdariful bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT kibriamdkaderi bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT hossenmdbayazid bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT rezamdselim bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT tasmiasammeamena bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT tulykhanisfarhana bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT mosharofmdparvez bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT kabirsyedrashel bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT kabirmdhadiul bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing AT mollahmdnurulhaque bioinformaticsbasedinvestigationonthegeneticinfluencebetweensarscov2infectionsandidiopathicpulmonaryfibrosisipfdiseasesanddrugrepurposing |