Our genome-wide analysis detected a suggestive signal in replicated COVID-19 risk locus at chromosome 3p21.31, in the 3′-UTR of the SACM1L gene (OR = 0.084, 95% CI: 0.028–0.257, p = 7.54 × 10−6). This evidence concerns the gene SACM1L and COVID-19.