CompCorona: A web application for comparative transcriptome analyses of coronaviruses reveals SARS-CoV-2-specific host response.

Turkish journal of biology = Turk biyoloji dergisi Pub Date : 2023-12-15 eCollection Date: 2023-01-01 DOI:10.55730/1300-0152.2673
Rana Salihoğlu, Fatih Saraçoğlu, Mustafa Sibai, Talip Zengin, Başak Abak Masud, Onur Karasoy, Tuğba Süzek
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Abstract

Background/aim: Understanding the mechanism of host transcriptomic response to infection by the SARS-CoV-2 virus is crucial, especially for patients suffering from long-term effects of COVID-19, such as long COVID or pericarditis inflammation, potentially linked to side effects of the SARS-CoV-2 spike proteins. We conducted comprehensive transcriptome and enrichment analyses on lung and peripheral blood mononuclear cells (PBMCs) infected with SARS-CoV-2, as well as on SARS-CoV and MERS-CoV, to uncover shared pathways and elucidate their common disease progression and viral replication mechanisms.

Materials and methods: We developed CompCorona, the first interactive online tool for visualizing gene response variance among the family Coronaviridae through 2D and 3D principal component analysis (PCA) and exploring systems biology variance using pathway plots. We also made preprocessed datasets of lungs and PBMCs infected by SARS-CoV-2, SARS-CoV, and MERS-CoV publicly available through CompCorona.

Results: One remarkable finding from the lung and PBMC datasets for infections by SARS-CoV-2, but not infections by other coronaviruses (CoVs), was the significant downregulation of the angiogenin (ANG) and vascular endothelial growth factor A (VEGFA) genes, both directly involved in epithelial and vascular endothelial cell dysfunction. Suppression of the TNF signaling pathway was also observed in cells infected by SARS-CoV-2, along with simultaneous activation of complement and coagulation cascades and pertussis pathways. The ribosome pathway was found to be universally suppressed across all three viruses. The CompCorona online tool enabled the comparative analysis of 9 preprocessed host transcriptome datasets of cells infected by CoVs, revealing the specific host response differences in cases of SARS-CoV-2 infection. This included identifying markers of epithelial dysfunction via interactive 2D and 3D PCA, Venn diagrams, and pathway plots.

Conclusion: Our findings suggest that infection by SARS-CoV-2 might induce pulmonary epithelial dysfunction, a phenomenon not observed in cells infected by other CoVs. The publicly available CompCorona tool, along with the preprocessed datasets of cells infected by various CoVs, constitutes a valuable resource for further research into CoV-associated syndromes.

CompCorona:用于冠状病毒转录组比较分析的网络应用程序揭示了 SARS-CoV-2 特异性宿主反应。
背景/目的:了解宿主转录组对 SARS-CoV-2 病毒感染的反应机制至关重要,尤其是对于长期受 COVID-19 影响的患者,如长 COVID 或心包炎炎症,这可能与 SARS-CoV-2 棘蛋白的副作用有关。我们对感染了SARS-CoV-2以及SARS-CoV和MERS-CoV的肺和外周血单核细胞(PBMCs)进行了全面的转录组和富集分析,以发现共同的通路并阐明它们共同的疾病进展和病毒复制机制:我们开发了CompCorona,它是首个互动在线工具,可通过二维和三维主成分分析(PCA)直观显示冠状病毒科之间的基因反应差异,并利用通路图探索系统生物学差异。我们还通过CompCorona公开了SARS-CoV-2、SARS-CoV和MERS-CoV感染的肺和白细胞介体的预处理数据集:从肺部和 PBMC 数据集中发现,在感染 SARS-CoV-2 而非其他冠状病毒 (CoV) 的情况下,血管生成素 (ANG) 和血管内皮生长因子 A (VEGFA) 基因显著下调,而这两种基因都直接参与上皮细胞和血管内皮细胞的功能障碍。在感染 SARS-CoV-2 的细胞中还观察到 TNF 信号通路受到抑制,同时补体和凝血级联以及百日咳通路也被激活。在所有三种病毒中,核糖体途径被普遍抑制。通过 CompCorona 在线工具,可以对受 CoV 感染的细胞的 9 个预处理宿主转录组数据集进行比较分析,从而揭示 SARS-CoV-2 感染病例中特定宿主反应的差异。这包括通过交互式二维和三维 PCA、维恩图和通路图确定上皮功能障碍的标记:我们的研究结果表明,SARS-CoV-2 感染可能会诱发肺上皮细胞功能障碍,这是其他 CoV 感染细胞中未观察到的现象。可公开获得的CompCorona工具以及各种CoV感染细胞的预处理数据集是进一步研究CoV相关综合征的宝贵资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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