Through integrative screening of genetic factors associated with both hypertension and severe COVID-19, we revealed that the cis-eQTL rs12474050 of SPEG is a potential host factor predisposing to higher DBP and severe COVID-19 in women. This evidence concerns the gene SPEG and COVID-19.