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Severity of COVID-19 patients with coexistence of asthma and vitamin D deficiency.
Islam, M Babul; Chowdhury, Utpala Nanda; Nashiry, Md Asif; Moni, Mohammad Ali.
  • Islam MB; Department of Electrical and Electronic Engineering, University of Rajshahi, Rajshahi, Bangladesh.
  • Chowdhury UN; Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, Bangladesh.
  • Nashiry MA; Department of Computer Science and Engineering, Jashore University of Science and Technology, Jashore, Bangladesh.
  • Moni MA; Pabna University of Science and Technology, Pabna, Bangladesh.
Inform Med Unlocked ; 34: 101116, 2022.
Article in English | MEDLINE | ID: covidwho-2086318
ABSTRACT
Coronavirus disease 2019 (COVID-19)-driven global pandemic triggered innumerable health complications, imposing great challenges in managing other respiratory diseases like asthma. Furthermore, increases in the underlying inflammation involved in the fatality of COVID-19 have been linked with lack of vitamin D. In this research work, we intend to investigate the possible genetic linkage of asthma and vitamin D deficiency with the severity and fatality of COVID-19 using a network-based approach. We identified and analysed 41 and 14 differentially expressed genes (DEGs) of COVID-19 being common with asthma and vitamin D deficiency, respectively, through the comparative differential gene expression analysis and their footprints on signalling pathways. Gene set enrichment analysis for GO terms and signalling pathways reveals key biological activities, including inflammatory response-related pathways (e.g., cytokine- and chemokine-mediated signalling pathways, IL-17, and TNF signalling pathways). Besides, the Protein-Protein Interaction network analysis of those DEGs reveals hub proteins, some of which are reported as inflammatory antiviral interferon-stimulated biomarkers that potentially drive the cytokine storm leading to COVID-19 severity and fatality, and contributes in the early stage of viral replication, respectively. Moreover, the regulatory network analysis found these DEGs associated with antiviral and tumour inhibitory transcription factors and micro-RNAs. Finally, drug-target enrichment analysis yields tetradioxin, estradiol, arsenenous acid, and zinc, which have been reported to be effective in suppressing the pro-inflammatory cytokines production, and other respiratory tract infections. Our results yield shared biomarker-driven key hypotheses followed by network-based analytics, demystifying the mechanistic details of COVID-19 comorbidity of asthma and vitamin D deficiency with their potential therapeutic implications.
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Full text: Available Collection: International databases Database: MEDLINE Type of study: Prognostic study Language: English Journal: Inform Med Unlocked Year: 2022 Document Type: Article Affiliation country: J.imu.2022.101116

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Full text: Available Collection: International databases Database: MEDLINE Type of study: Prognostic study Language: English Journal: Inform Med Unlocked Year: 2022 Document Type: Article Affiliation country: J.imu.2022.101116