The first COVID-19 genome-wide association study identified the 3p21.31 gene cluster, including “SLC6A20, LZTFL1, CCR9, FYCO1, CXCR6, and XCR1” as a genetic susceptibility locus in severe patients with COVID-19 and respiratory failure [58]. The gene discussed is CCR9; the disease is COVID-19.