The presence of polymorphic allele of NR3C1 rs6198, ABCB1 rs2032582 or GSTP1 rs1695 polymorphism could predict poorer course of COVID-19 and also poorer treatment outcome. The gene discussed is GSTP1; the disease is COVID-19.