In our cohort, preserved beta-cell function seemed to be the major determinant of remission which links to the concept of metabolic memory, since patients with poor glycemic control and insulin use at baseline were more likely to experience treatment failure with regard to diabetes remission despite relevant weight loss. The gene discussed is INS; the disease is diabetes mellitus.