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SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis

COVID-19 is a global pandemic impacting the daily living of millions. As variants of the virus evolve, a complete comprehension of the disease and drug targets becomes a decisive duty. The Omicron variant, for example, has a notably high transmission rate verified in 155 countries. We performed inte...

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Autores principales: Samy, Asmaa, Maher, Mohamed A., Abdelsalam, Nehal Adel, Badr, Eman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279364/
https://www.ncbi.nlm.nih.gov/pubmed/35831333
http://dx.doi.org/10.1038/s41598-022-15898-w
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author Samy, Asmaa
Maher, Mohamed A.
Abdelsalam, Nehal Adel
Badr, Eman
author_facet Samy, Asmaa
Maher, Mohamed A.
Abdelsalam, Nehal Adel
Badr, Eman
author_sort Samy, Asmaa
collection PubMed
description COVID-19 is a global pandemic impacting the daily living of millions. As variants of the virus evolve, a complete comprehension of the disease and drug targets becomes a decisive duty. The Omicron variant, for example, has a notably high transmission rate verified in 155 countries. We performed integrative transcriptomic and network analyses to identify drug targets and diagnostic biomarkers and repurpose FDA-approved drugs for SARS-CoV-2. Upon the enrichment of 464 differentially expressed genes, pathways regulating the host cell cycle were significant. Regulatory and interaction networks featured hsa-mir-93-5p and hsa-mir-17-5p as blood biomarkers while hsa-mir-15b-5p as an antiviral agent. MYB, RRM2, ERG, CENPF, CIT, and TOP2A are potential drug targets for treatment. HMOX1 is suggested as a prognostic biomarker. Enhancing HMOX1 expression by neem plant extract might be a therapeutic alternative. We constructed a drug-gene network for FDA-approved drugs to be repurposed against the infection. The key drugs retrieved were members of anthracyclines, mitotic inhibitors, anti-tumor antibiotics, and CDK1 inhibitors. Additionally, hydroxyquinone and digitoxin are potent TOP2A inhibitors. Hydroxyurea, cytarabine, gemcitabine, sotalol, and amiodarone can also be redirected against COVID-19. The analysis enforced the repositioning of fluorouracil and doxorubicin, especially that they have multiple drug targets, hence less probability of resistance.
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spelling pubmed-92793642022-07-15 SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis Samy, Asmaa Maher, Mohamed A. Abdelsalam, Nehal Adel Badr, Eman Sci Rep Article COVID-19 is a global pandemic impacting the daily living of millions. As variants of the virus evolve, a complete comprehension of the disease and drug targets becomes a decisive duty. The Omicron variant, for example, has a notably high transmission rate verified in 155 countries. We performed integrative transcriptomic and network analyses to identify drug targets and diagnostic biomarkers and repurpose FDA-approved drugs for SARS-CoV-2. Upon the enrichment of 464 differentially expressed genes, pathways regulating the host cell cycle were significant. Regulatory and interaction networks featured hsa-mir-93-5p and hsa-mir-17-5p as blood biomarkers while hsa-mir-15b-5p as an antiviral agent. MYB, RRM2, ERG, CENPF, CIT, and TOP2A are potential drug targets for treatment. HMOX1 is suggested as a prognostic biomarker. Enhancing HMOX1 expression by neem plant extract might be a therapeutic alternative. We constructed a drug-gene network for FDA-approved drugs to be repurposed against the infection. The key drugs retrieved were members of anthracyclines, mitotic inhibitors, anti-tumor antibiotics, and CDK1 inhibitors. Additionally, hydroxyquinone and digitoxin are potent TOP2A inhibitors. Hydroxyurea, cytarabine, gemcitabine, sotalol, and amiodarone can also be redirected against COVID-19. The analysis enforced the repositioning of fluorouracil and doxorubicin, especially that they have multiple drug targets, hence less probability of resistance. Nature Publishing Group UK 2022-07-13 /pmc/articles/PMC9279364/ /pubmed/35831333 http://dx.doi.org/10.1038/s41598-022-15898-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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
Samy, Asmaa
Maher, Mohamed A.
Abdelsalam, Nehal Adel
Badr, Eman
SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis
title SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis
title_full SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis
title_fullStr SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis
title_full_unstemmed SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis
title_short SARS-CoV-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis
title_sort sars-cov-2 potential drugs, drug targets, and biomarkers: a viral-host interaction network-based analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279364/
https://www.ncbi.nlm.nih.gov/pubmed/35831333
http://dx.doi.org/10.1038/s41598-022-15898-w
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