Identification of host genes essential for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection may reveal novel therapeutic targets and inform our understanding of coronavirus disease 2019 (COVID-19) pathogenesis. Here we performed genome-wide CRISPR screens in Vero-E6 cells with SARS-CoV-2, Middle East respiratory syndrome CoV (MERS-CoV), bat CoV HKU5 expressing the SARS-CoV-1 spike, and vesicular stomatitis virus (VSV) expressing the SARS-CoV-2 spike. We identified known SARS-CoV-2 host factors, including the receptor ACE2 and protease Cathepsin L. We additionally discovered pro-viral genes and pathways, including HMGB1 and the SWI/SNF chromatin remodeling complex, that are SARS lineage and pan-coronavirus specific, respectively. We show that HMGB1 regulates ACE2 expression and is critical for entry of SARS-CoV-2, SARS-CoV-1, and NL63. We also show that small-molecule antagonists of identified gene products inhibited SARS-CoV-2 infection in monkey and human cells, demonstrating the conserved role of these genetic hits across species. This identifies potential therapeutic targets for SARS-CoV-2 and reveals SARS lineage-specific and pan-CoV host factors that regulate susceptibility to highly pathogenic CoVs. Display omitted •Developed monkey CRISPR library to screen pathogenic coronaviruses in Vero-E6 cells•Screens identified genes that are SARS-CoV-2, MERS-CoV, and pan-coronavirus specific•Therapeutic targets, including SMARCA4, identified for SARS-CoV-2 infection•HMGB1 is novel regulator of ACE2 expression and critical for viral entry To identify potential therapeutic targets for SARS-CoV-2 and related pathogenic coronaviruses, Wei et al. conduct genome-wide CRISPR screens in Vero-E6 cells using SARS-CoV-2, MERS-CoV, and pseudoviruses presenting SARS-CoV-1 or SARS-CoV-2 spike proteins. They identify pro-viral genes and pathways, including HMGB1 and the SWI/SNF chromatin remodeling complex, that are SARS lineage and pan-coronavirus specific, respectively, and demonstrate that HMGB1 is critical for SARS lineage viral entry because it has a critical role in ACE2 expression.