None of the MR methods, including IVW, indicated any causal effect of genetically predicted Apo-B or LDL-C levels on risk of COVID-19, whereas some MR methods did indicate causal effects of genetically predicted TG levels (Table 1). Here, APOB is linked to COVID-19.