Although patients with CAD, heart failure, and CKD were more likely to be on these medications compared with patients without these conditions, after accounting for patient factors and concomitant comorbidities, only CAD was associated with a greater use of either SGLT2i or GLP-1 RA while PAD and CKD were associated with lower use. The gene discussed is GLP1R; the disease is coronary artery disorder.