Pregnant women in the GDM with macrosomia group had higher gestational weight gain, weight at delivery, OGTT results, glycated hemoglobin, serum triglycerides, cystatin C, apolipoprotein A1, and lipoprotein-a compared to the control group (P < 0.05). The gene discussed is APOA1; the disease is gestational diabetes.