Peak associations were detected at 3p21.31 for LZTFL1, FYCO1, XCR1, CCR9, TMLHE-AS1, and SCYL2. Several of these genes have been previously associated with severe COVID-19. This evidence concerns the gene XCR1 and COVID-19.