We found a significant sex difference between the case and control groups (P= 0.013), but the stratified analysis showed no interaction between sex and the CCL2 rs1024611 or OAS1 rs1024611 variants and the severe COVID-19 phenotype. This evidence concerns the gene CCL2 and COVID-19.