In this study, we aimed to explore the association between NAFLD and the Hb concentration during the first prenatal care visit from 11 to 13 weeks of gestation and the subsequent risk of developing GDM in pregnant Chinese women. This evidence concerns the gene GSTM1 and metabolic dysfunction-associated steatotic liver disease.