Our analyses reveal that only one cis-eQTL, rs12474050, mapped to the gene striated preferentially expressed protein kinase (SPEG) encoding the protein SPEG, shown significant, sex-biased association with severe COVID-19 in women. The gene discussed is SPEG; the disease is COVID-19.