PM20D1 and COVID-19: Our analysis highlighted three COVID-related CpGs annotated to genes PM20D1 and UBAP2L that were putatively causal for COVID-19 severity; more research is needed to understand if and how these CpGs might influence outcome in patients with the COVID-19.