In this study of a large cohort of Chinese women with a history of GDM, we found that the obesity-associated MC4R genotype was significantly related to greater reduction in HbA1c and 2-h OGTT levels during postpartum. Here, MC4R is linked to obesity due to melanocortin 4 receptor deficiency.