In a large-scale GWAS conducted by Pairo-Castineira et al., utilizing Mendelian randomization methods, they found that a low expression of IFNAR2 and a high expression of TYK2 both contribute to the severity of COVID-19 (Pairo-Castineira et al., 2021). The gene discussed is TYK2; the disease is COVID-19.