Specifically, DM patients under both insulin and oral medication had higher mortality rates during follow-up (aHR = 2.06, 95% CI 1.32–3.23) than those solely on insulin injection, whereas patients with no pharmaceutical intervention or just lifestyle measures had the best prognosis after discharge. The gene discussed is INS; the disease is diabetes mellitus.