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Meta-Data Analysis to Explore the Hub of the Hub-Genes That Influence SARS-CoV-2 Infections Highlighting Their Pathogenetic Processes and Drugs Repurposing.
Mosharaf, Md Parvez; Kibria, Md Kaderi; Hossen, Md Bayazid; Islam, Md Ariful; Reza, Md Selim; Mahumud, Rashidul Alam; Alam, Khorshed; Gow, Jeff; Mollah, Md Nurul Haque.
  • Mosharaf MP; Bioinformatics Lab, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
  • Kibria MK; School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, QLD 4350, Australia.
  • Hossen MB; Bioinformatics Lab, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
  • Islam MA; Bioinformatics Lab, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
  • Reza MS; Bioinformatics Lab, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
  • Mahumud RA; Bioinformatics Lab, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh.
  • Alam K; NHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia.
  • Gow J; School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, QLD 4350, Australia.
  • Mollah MNH; School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, QLD 4350, Australia.
Vaccines (Basel) ; 10(8)2022 Aug 03.
Article in English | MEDLINE | ID: covidwho-1969556
ABSTRACT
The pandemic of SARS-CoV-2 infections is a severe threat to human life and the world economic condition. Although vaccination has reduced the outspread, but still the situation is not under control because of the instability of RNA sequence patterns of SARS-CoV-2, which requires effective drugs. Several studies have suggested that the SARS-CoV-2 infection causing hub differentially expressed genes (Hub-DEGs). However, we observed that there was not any common hub gene (Hub-DEGs) in our analyses. Therefore, it may be difficult to take a common treatment plan against SARS-CoV-2 infections globally. The goal of this study was to examine if more representative Hub-DEGs from published studies by means of hub of Hub-DEGs (hHub-DEGs) and associated potential candidate drugs. In this study, we reviewed 41 articles on transcriptomic data analysis of SARS-CoV-2 and found 370 unique hub genes or studied genes in total. Then, we selected 14 more representative Hub-DEGs (AKT1, APP, CXCL8, EGFR, IL6, INS, JUN, MAPK1, STAT3, TNF, TP53, UBA52, UBC, VEGFA) as hHub-DEGs by their protein-protein interaction analysis. Their associated biological functional processes, transcriptional, and post-transcriptional regulatory factors. Then we detected hHub-DEGs guided top-ranked nine candidate drug agents (Digoxin, Avermectin, Simeprevir, Nelfinavir Mesylate, Proscillaridin, Linifanib, Withaferin, Amuvatinib, Atazanavir) by molecular docking and cross-validation for treatment of SARS-CoV-2 infections. Therefore, the findings of this study could be useful in formulating a common treatment plan against SARS-CoV-2 infections globally.
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Full text: Available Collection: International databases Database: MEDLINE Type of study: Prognostic study / Randomized controlled trials / Reviews Topics: Vaccines Language: English Year: 2022 Document Type: Article Affiliation country: Vaccines10081248

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Full text: Available Collection: International databases Database: MEDLINE Type of study: Prognostic study / Randomized controlled trials / Reviews Topics: Vaccines Language: English Year: 2022 Document Type: Article Affiliation country: Vaccines10081248