Hemoglobin, insulin, diuretics, anticoagulation, and β-blockers were associated with higher bilirubin concentrations, whereas the prescription of ASA and ACE inhibitors, hypertension, triglycerides, and HDL cholesterol were associated with a lowering in bilirubin (Supplementary Table S3). This evidence concerns the gene ACE and hypertensive disorder.