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综合转录组分析揭示了SARS-CoV-2感染与多器官功能障碍之间的相互作用,尤其是肾衰竭与新冠肺炎的相关性。

Integrated Transcriptomic Analysis Reveals Reciprocal Interactions between SARS-CoV-2 Infection and Multi-Organ Dysfunction, Especially the Correlation of Renal Failure and COVID-19.

作者信息

Li Pai, Liu Meng, He Wei-Ming

机构信息

Capricorn Partner, 3000 Leuven, Belgium.

Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore.

出版信息

Life (Basel). 2024 Jul 30;14(8):960. doi: 10.3390/life14080960.

Abstract

The COVID-19 pandemic, which is caused by the SARS-CoV-2 virus, has resulted in extensive health challenges globally. While SARS-CoV-2 primarily targets the respiratory system, clinical studies have revealed that it could also affect multiple organs, including the heart, kidneys, liver, and brain, leading to severe complications. To unravel the intricate molecular interactions between the virus and host tissues, we performed an integrated transcriptomic analysis to investigate the effects of SARS-CoV-2 on various organs, with a particular focus on the relationship between renal failure and COVID-19. A comparative analysis showed that SARS-CoV-2 triggers a systemic immune response in the brain, heart, and kidney tissues, characterized by significant upregulation of cytokine and chemokine secretion, along with enhanced migration of lymphocytes and leukocytes. A weighted gene co-expression network analysis demonstrated that SARS-CoV-2 could also induce tissue-specific transcriptional profiling. More importantly, single-cell sequencing revealed that COVID-19 patients with renal failure exhibited lower metabolic activity in lung epithelial and B cells, with reduced ligand-receptor interactions, especially CD226 and ICAM, suggesting a compromised immune response. A trajectory analysis revealed that COVID-19 patients with renal failure exhibited less mature alveolar type 1 cells. Furthermore, these patients showed potential fibrosis in the hearts, liver, and lung increased extracellular matrix remodeling activities. However, there was no significant metabolic dysregulation in the liver of COVID-19 patients with renal failure. Candidate drugs prediction by Drug Signatures database and LINCS L1000 Antibody Perturbations Database underscored the importance of considering multi-organ effects in COVID-19 management and highlight potential therapeutic strategies, including targeting viral entry and replication, controlling tissue fibrosis, and alleviating inflammation.

摘要

由严重急性呼吸综合征冠状病毒2(SARS-CoV-2)引起的2019冠状病毒病(COVID-19)大流行在全球范围内带来了广泛的健康挑战。虽然SARS-CoV-2主要攻击呼吸系统,但临床研究表明,它也可能影响多个器官,包括心脏、肾脏、肝脏和大脑,从而导致严重并发症。为了阐明病毒与宿主组织之间复杂的分子相互作用,我们进行了综合转录组分析,以研究SARS-CoV-2对各个器官的影响,特别关注肾衰竭与COVID-19之间的关系。一项比较分析表明,SARS-CoV-2在脑、心脏和肾脏组织中引发全身免疫反应,其特征是细胞因子和趋化因子分泌显著上调,同时淋巴细胞和白细胞的迁移增强。加权基因共表达网络分析表明,SARS-CoV-2还可诱导组织特异性转录谱。更重要的是,单细胞测序显示,患有肾衰竭的COVID-19患者在肺上皮细胞和B细胞中的代谢活性较低,配体-受体相互作用减少,尤其是CD-226和细胞间黏附分子(ICAM),这表明免疫反应受损。轨迹分析显示,患有肾衰竭的COVID-19患者的1型肺泡细胞成熟度较低。此外,这些患者的心脏、肝脏和肺部显示出潜在的纤维化,细胞外基质重塑活动增加。然而,患有肾衰竭的COVID-19患者的肝脏中没有明显的代谢失调。通过药物特征数据库和LINCS L1000抗体干扰数据库进行的候选药物预测强调了在COVID-19管理中考虑多器官效应的重要性,并突出了潜在的治疗策略,包括靶向病毒进入和复制、控制组织纤维化以及减轻炎症。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4a23/11355357/bd4d408c9386/life-14-00960-g008.jpg

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