Compared with patients who were initiated on insulin, patients who were initiated on GLP1RA were younger, had a lower comorbidity score, frailty score, and diabetic complications, higher prevalence of obesity, and history of genital mycotic infection. The gene discussed is INS; the disease is Obesity.