Association graphs between Pioglitazone and myocardial infarction (and Pioglitazone and Rosiglitazone) show strong associations between Pioglitazone and ADIPOQ, but not with APOE, indicating that Pioglitazone should increase HDLs but not LDLs. This evidence concerns the gene APOE and myocardial infarction.