Due to significant heterogeneity between was observed in the research on the correlation between FGF21 and the risk of GDM, subgroup analyses were thus performed and indicated that the factors affecting heterogeneity were the region where a study performed and the time of sample collection. Here, FGF21 is linked to gestational diabetes.