Our findings also show that: regardless of the need for insulin treatment, AF patients with diabetes feature a significantly lower survival compared with those without diabetes; diabetic patients on insulin have an 83% higher all-cause mortality vs diabetic patients not on insulin. The gene discussed is INS; the disease is atrial fibrillation.