We identified two loci on chromosomes 5q32 and 11p12, which reach the significance threshold of suggestive association (p<1x10-5 threshold adjusted for multiple trait testing) and are associated with the COVID-19 susceptibility in the European ancestry (index rs17448496: odds ratio[OR]  = 0.173; 95% confidence interval[CI], 0.08–0.36 for G allele; p = 5.15× 10−5 and index rs768632395: OR  =  0.166; 95% CI, 0.07–0.35 for A allele; p =  4.25×10−6, respectively), which were associated with two genes, PPP2R2B at 5q32, and LRRC4C at 11p12, respectively. This evidence concerns the gene LRRC4C and COVID-19.