Auwul Md Rabiul, Zhang Chongqi, Rahman Md Rezanur, Shahjaman Md, Alyami Salem A, Moni Mohammad Ali
School of Economics and Statistics, Guangzhou University, Guangzhou 510006, China.
Department of Biotechnology and Genetic Engineering, Faculty of Biological Sciences, Islamic University, Kushtia 7003, Bangladesh.
Saudi J Biol Sci. 2021 Oct;28(10):5647-5656. doi: 10.1016/j.sjbs.2021.06.015. Epub 2021 Jun 10.
COVID-19 has emerged as global health threats. Chronic kidney disease (CKD) patients are immune-compromised and may have a high risk of infection by the SARS-CoV-2. We aimed to detect common transcriptomic signatures and pathways between COVID-19 and CKD by systems biology analysis. We analyzed transcriptomic data obtained from peripheral blood mononuclear cells (PBMC) infected with SARS-CoV-2 and PBMC of CKD patients. We identified 49 differentially expressed genes (DEGs) which were common between COVID-19 and CKD. The gene ontology and pathways analysis showed the DEGs were associated with "platelet degranulation", "regulation of wound healing", "platelet activation", "focal adhesion", "regulation of actin cytoskeleton" and "PI3K-Akt signalling pathway". The protein-protein interaction (PPI) network encoded by the common DEGs showed ten hub proteins (EPHB2, PRKAR2B, CAV1, ARHGEF12, HSP90B1, ITGA2B, BCL2L1, E2F1, TUBB1, and C3). Besides, we identified significant transcription factors and microRNAs that may regulate the common DEGs. We investigated protein-drug interaction analysis and identified potential drugs namely, aspirin, estradiol, rapamycin, and nebivolol. The identified common gene signature and pathways between COVID-19 and CKD may be therapeutic targets in COVID-19 patients with CKD comorbidity.
新型冠状病毒肺炎已成为全球健康威胁。慢性肾脏病(CKD)患者免疫功能低下,可能有感染严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的高风险。我们旨在通过系统生物学分析检测新型冠状病毒肺炎和慢性肾脏病之间的常见转录组特征和通路。我们分析了感染SARS-CoV-2的外周血单个核细胞(PBMC)以及慢性肾脏病患者的PBMC所获得的转录组数据。我们鉴定出了49个在新型冠状病毒肺炎和慢性肾脏病之间共有的差异表达基因(DEG)。基因本体和通路分析表明,这些DEG与“血小板脱颗粒”、“伤口愈合调控”、“血小板活化”、“粘着斑”、“肌动蛋白细胞骨架调控”以及“PI3K-Akt信号通路”相关。由共同的DEG编码的蛋白质-蛋白质相互作用(PPI)网络显示出10个枢纽蛋白(EPHB2、PRKAR2B、CAV1、ARHGEF12、HSP90B1、ITGA2B、BCL2L1、E2F1、TUBB1和C3)。此外,我们鉴定出了可能调控共同DEG的重要转录因子和微小RNA。我们进行了蛋白质-药物相互作用分析,并鉴定出了潜在药物,即阿司匹林、雌二醇、雷帕霉素和奈必洛尔。在新型冠状病毒肺炎和慢性肾脏病之间鉴定出的共同基因特征和通路可能是合并慢性肾脏病的新型冠状病毒肺炎患者的治疗靶点。