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1.
Brief Bioinform ; 22(6)2021 11 05.
Article in English | MEDLINE | ID: covidwho-1228438

ABSTRACT

Coronavirus Disease 2019 (COVID-19), although most commonly demonstrates respiratory symptoms, but there is a growing set of evidence reporting its correlation with the digestive tract and faeces. Interestingly, recent studies have shown the association of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection with gastrointestinal symptoms in infected patients but any sign of respiratory issues. Moreover, some studies have also shown that the presence of live SARS-CoV-2 virus in the faeces of patients with COVID-19. Therefore, the pathophysiology of digestive symptoms associated with COVID-19 has raised a critical need for comprehensive investigative efforts. To address this issue we have developed a bioinformatics pipeline involving a system biological framework to identify the effects of SARS-CoV-2 messenger RNA expression on deciphering its association with digestive symptoms in COVID-19 positive patients. Using two RNA-seq datasets derived from COVID-19 positive patients with celiac (CEL), Crohn's (CRO) and ulcerative colitis (ULC) as digestive disorders, we have found a significant overlap between the sets of differentially expressed genes from SARS-CoV-2 exposed tissue and digestive tract disordered tissues, reporting 7, 22 and 13 such overlapping genes, respectively. Moreover, gene set enrichment analysis, comprehensive analyses of protein-protein interaction network, gene regulatory network, protein-chemical agent interaction network revealed some critical association between SARS-CoV-2 infection and the presence of digestive disorders. The infectome, diseasome and comorbidity analyses also discover the influences of the identified signature genes in other risk factors of SARS-CoV-2 infection to human health. We hope the findings from this pathogenetic analysis may reveal important insights in deciphering the complex interplay between COVID-19 and digestive disorders and underpins its significance in therapeutic development strategy to combat against COVID-19 pandemic.


Subject(s)
COVID-19 Drug Treatment , Gastrointestinal Tract/virology , SARS-CoV-2/drug effects , COVID-19/virology , Comorbidity , Computational Biology , Gastrointestinal Tract/pathology , Gene Regulatory Networks/genetics , Humans , Pandemics , Protein Interaction Maps/genetics , SARS-CoV-2/pathogenicity , Systems Biology
2.
Genomics ; 113(1 Pt 1): 331-343, 2021 01.
Article in English | MEDLINE | ID: covidwho-972544

ABSTRACT

An outbreak, caused by an RNA virus, SARS-CoV-2 named COVID-19 has become pandemic with a magnitude which is daunting to all public health institutions in the absence of specific antiviral treatment. Surface glycoprotein and nucleocapsid phosphoprotein are two important proteins of this virus facilitating its entry into host cell and genome replication. Small interfering RNA (siRNA) is a prospective tool of the RNA interference (RNAi) pathway for the control of human viral infections by suppressing viral gene expression through hybridization and neutralization of target complementary mRNA. So, in this study, the power of RNA interference technology was harnessed to develop siRNA molecules against specific target genes namely, nucleocapsid phosphoprotein gene and surface glycoprotein gene. Conserved sequence from 139 SARS-CoV-2 strains from around the globe was collected to construct 78 siRNA that can inactivate nucleocapsid phosphoprotein and surface glycoprotein genes. Finally, based on GC content, free energy of folding, free energy of binding, melting temperature, efficacy prediction and molecular docking analysis, 8 siRNA molecules were selected which are proposed to exert the best action. These predicted siRNAs should effectively silence the genes of SARS-CoV-2 during siRNA mediated treatment assisting in the response against SARS-CoV-2.


Subject(s)
COVID-19/therapy , Computational Chemistry , Coronavirus Nucleocapsid Proteins/genetics , Drug Design , Genetic Therapy/methods , Molecular Docking Simulation , RNA Interference , RNA, Messenger/antagonists & inhibitors , RNA, Small Interfering/chemistry , RNA, Viral/antagonists & inhibitors , SARS-CoV-2/genetics , Spike Glycoprotein, Coronavirus/genetics , Argonaute Proteins/chemistry , Argonaute Proteins/genetics , Base Composition , COVID-19/virology , Evolution, Molecular , Gene Expression Regulation, Viral/drug effects , Humans , Pandemics , Phosphoproteins/genetics , Phylogeny , RNA Folding , RNA, Guide, Kinetoplastida/chemistry , RNA, Guide, Kinetoplastida/genetics , RNA, Messenger/genetics , RNA, Small Interfering/pharmacology , RNA, Small Interfering/therapeutic use , RNA, Viral/genetics , SARS-CoV-2/drug effects , Sequence Alignment , Thermodynamics , COVID-19 Drug Treatment
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