APOA1 and systemic lupus erythematosus: Moreover, our reverse-MR analyses revealed that SLE had no significant causal effects on LDL cholesterol or Apolipoprotein B. Nevertheless, some evidence proved that SLE exerted a causal effect on lowering HDL cholesterol, Apolipoprotein A-I, and triglycerides.