Collectively, insulin-deficient type 2 diabetes and prediabetes subtypes (SIDD, MIDD, and IDPD) accounted for 80.1% of diabetes-related deaths, contributing disproportionately to premature mortality. The gene discussed is INS; the disease is prediabetes syndrome.