The effect of psoriasis on MI was decreased when the current investigation involved an adjustment for lipid metabolism traits in the multivariable MR model, indicating that LDL cholesterol, apolipoprotein B, and lipoprotein A were the intermediate factors. Here, APOB is linked to psoriasis.