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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 missed by previous studies, 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 harbored 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 wealthy resources for understanding the host anti-viral network during SARS-CoV-2 infection and may help develop new countermeasure strategies. Overall design: A549 derived KO cell lines and related negative control cell line were preseeded and cultured for 24 hrs prior to RNA isolation and stranded RNAseq.</long_description><repository>ENA</repository></additional><is_claimable>false</is_claimable><name>Comparing the transcriptomic profiles of anti-viral candidates knockout cells</name><description>Comparing the transcriptomic profiles of anti-viral candidates knockout cells</description><dates><last_updated>2025-09-24</last_updated><first_public>2023-11-01</first_public></dates><accession>PRJNA1032949</accession><cross_references><GEO>GSE246452</GEO><taxon>9606</taxon><PubMed>38168026</PubMed></cross_references></HashMap>