In this MR study, the findings revealed a causative association between elevatedLp(a) levels and an increased risk of CAD, AF, HF, hypertension, and PAD.Notably, genetically predicted higher SA levels were associated with lower Lp(a)levels in our analysis. Here, LPA is linked to hydrops fetalis.