Sensitivity analysis did not reveal heterogeneity (MR‒Egger, Q_P-val = 0.483; IVW, Q_P-val = 0.497) or significant horizontal pleiotropy (intercept = 0.005, se = 0.006, p = 0.388) for CD40 with severe COVID-19. Here, CD40 is linked to COVID-19.