Department of Computer Science and Engineering, Jashore University of Science and Technology, Jashore, Bangladesh.
Department of Biochemistry and Molecular Biology,University of Dhaka, Dhaka-1000, Bangladesh.
Brief Bioinform. 2021 Nov 5;22(6). doi: 10.1093/bib/bbab126.
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.
新型冠状病毒病 2019(COVID-19),虽然最常见的是呼吸道症状,但越来越多的证据表明它与消化道和粪便有关。有趣的是,最近的研究表明,严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)感染与感染患者的胃肠道症状有关,但没有任何呼吸道问题的迹象。此外,一些研究还表明,COVID-19 患者粪便中存在活的 SARS-CoV-2 病毒。因此,COVID-19 相关消化症状的病理生理学提出了对全面调查研究的迫切需求。为了解决这个问题,我们开发了一个涉及系统生物学框架的生物信息学管道,以确定 SARS-CoV-2 信使 RNA 表达对破译其与 COVID-19 阳性患者消化症状关联的影响。使用两个源自 COVID-19 阳性伴有乳糜泻(CEL)、克罗恩病(CRO)和溃疡性结肠炎(ULC)的 RNA-seq 数据集,我们发现 SARS-CoV-2 暴露组织和消化道紊乱组织之间差异表达基因的集合之间存在显著重叠,分别报告了 7、22 和 13 个这样的重叠基因。此外,基因集富集分析、蛋白质-蛋白质相互作用网络、基因调控网络、蛋白质-化学剂相互作用网络的综合分析揭示了 SARS-CoV-2 感染与消化道紊乱之间的一些关键关联。传染病组、疾病组和合并症分析还发现了鉴定的特征基因在 SARS-CoV-2 感染的其他危险因素对人类健康的影响。我们希望从这种发病机制分析中得出的发现可以揭示 COVID-19 和消化紊乱之间复杂相互作用的重要见解,并为对抗 COVID-19 大流行的治疗开发策略提供支持。