Subgroup analyses based on sex showed that female COVID-19 patients expressed significantly higher levels of inflammatory proteins such as IL7, IL10RA, IL12B, IL17A, CCL4, CXCL6, FG23 and MMP10, compared to the female controls. This evidence concerns the gene CXCL6 and COVID-19.