Chen Liang, Zheng Sika
Quantitative and Computational Biology, Department of Biological Sciences, University of Southern California, 1050 Childs Way, Los Angeles, CA, 90089, United States.
Division of Biomedical Sciences, School of Medicine, University of California Riverside, 900 University Ave, Riverside, CA, 92521, United States.
Inform Med Unlocked. 2020;21:100443. doi: 10.1016/j.imu.2020.100443. Epub 2020 Oct 12.
An urgent question of coronavirus disease 2019 (COVID-19) is population variation in susceptibility to SARS-CoV-2 infection and symptom severity. We explore the expression profiles of SARS-CoV-2 host genes, their population variations, associated genetic variants, age- and sex-dependency in normal individuals. SARS-CoV-2 host genes are provisionally defined as the human genes that are experimentally validated or bioinformatically predicted to interact with SARS-CoV-2 proteins. Genes exhibiting most variable expression include ACE2, CLEC4G, CLEC4M, CD209 (interact with the SARS-CoV-2 spike protein); REEP6 (a receptor accessory protein expressed in the olfactory epithelium); SLC27A2 and PKP2 (inhibit virus replication); and PTGS2 (mediates fever response). SNP rs4804803, associated with SARS severity, affects expression of CLEC4G and CD209. Genetic variants of proteases associated with SARS-CoV-2 entry (TMPRSS2, CTSB, and CTSL) are strongly associated with their expression variation, suggesting a genetic contribution to phenotypic variations in multiple organs upon virus attack. The most significant age-dependent gene is ACE2, the cellular receptor of SARS-CoV-2. Others include TGF-β family member GDF15, mediating inflammation, and VKORC1, possibly explaining vitamin K deficiency in COVID-19. TIMM10 and ERGIC1 exhibit significant sex differences. In summary, our results show genetic and multiple biological variables may underlie the population variation in SARS-CoV-2 infection and symptom severity.
2019冠状病毒病(COVID-19)的一个紧迫问题是人群对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)感染的易感性和症状严重程度的差异。我们探讨了SARS-CoV-2宿主基因的表达谱、它们的群体差异、相关的基因变异以及在正常个体中的年龄和性别依赖性。SARS-CoV-2宿主基因被临时定义为经实验验证或通过生物信息学预测与SARS-CoV-2蛋白相互作用的人类基因。表达变化最大的基因包括ACE2、CLEC4G、CLEC4M、CD209(与SARS-CoV-2刺突蛋白相互作用);REEP6(一种在嗅觉上皮中表达的受体辅助蛋白);SLC27A2和PKP2(抑制病毒复制);以及PTGS2(介导发热反应)。与SARS严重程度相关的单核苷酸多态性rs4804803影响CLEC4G和CD209的表达。与SARS-CoV-2进入相关的蛋白酶的基因变异(TMPRSS2、CTSB和CTSL)与其表达变化密切相关,这表明在病毒攻击时多个器官的表型变异存在遗传因素。最显著的年龄依赖性基因是SARS-CoV-2的细胞受体ACE2。其他基因包括介导炎症的转化生长因子-β家族成员GDF15,以及可能解释COVID-19中维生素K缺乏的VKORC1。TIMM10和ERGIC1表现出显著的性别差异。总之,我们的结果表明,遗传和多种生物学变量可能是SARS-CoV-2感染和症状严重程度人群差异的基础。