LPA and hypertensive disorder: 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.