Department of Biology and Biochemistry, University of Houston, Houston, TX, USA.
Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Nat Commun. 2024 Jan 2;15(1):109. doi: 10.1038/s41467-023-44175-1.
Host anti-viral factors are essential for controlling SARS-CoV-2 infection but remain largely unknown due to the biases of previous large-scale studies toward pro-viral host factors. To fill in this knowledge gap, we perform a genome-wide CRISPR dropout screen and integrate analyses of the multi-omics data of the CRISPR screen, genome-wide association studies, single-cell RNA-Seq, and host-virus proteins or protein/RNA interactome. This study uncovers many host factors that are currently underappreciated, including the components of V-ATPases, ESCRT, and N-glycosylation pathways that modulate viral entry and/or replication. The cohesin complex is also identified as an anti-viral pathway, suggesting an important role of three-dimensional chromatin organization in mediating host-viral interaction. Furthermore, we discover another anti-viral regulator KLF5, a transcriptional factor involved in sphingolipid metabolism, which is up-regulated, and harbors genetic variations linked to COVID-19 patients with severe symptoms. Anti-viral effects of three identified candidates (DAZAP2/VTA1/KLF5) are confirmed individually. Molecular characterization of DAZAP2/VTA1/KLF5-knockout cells highlights the involvement of genes related to the coagulation system in determining the severity of COVID-19. Together, our results provide further resources for understanding the host anti-viral network during SARS-CoV-2 infection and may help develop new countermeasure strategies.
宿主抗病毒因子对于控制 SARS-CoV-2 感染至关重要,但由于先前的大规模研究偏向于促病毒宿主因子,因此这些因子在很大程度上仍不为人知。为了填补这一知识空白,我们进行了全基因组 CRISPR 敲除筛选,并整合了 CRISPR 筛选的多组学数据、全基因组关联研究、单细胞 RNA-Seq 以及宿主-病毒蛋白或蛋白/RNA 互作组的分析。这项研究揭示了许多目前被低估的宿主因子,包括 V-ATPases、ESCRT 和 N-糖基化途径的组成部分,这些途径调节病毒进入和/或复制。黏合蛋白复合物也被鉴定为一种抗病毒途径,表明三维染色质组织在介导宿主-病毒相互作用方面的重要作用。此外,我们还发现了另一种抗病毒调节剂 KLF5,这是一种参与鞘脂代谢的转录因子,它被上调,并拥有与 COVID-19 重症患者相关的遗传变异。我们单独验证了三种鉴定出的候选物(DAZAP2/VTA1/KLF5)的抗病毒作用。DAZAP2/VTA1/KLF5 敲除细胞的分子特征强调了与凝血系统相关的基因在确定 COVID-19 严重程度方面的作用。总之,我们的研究结果为理解 SARS-CoV-2 感染期间的宿主抗病毒网络提供了进一步的资源,并可能有助于开发新的对策策略。