Furthermore, the HBsAg-positive status was also a slight risk factor for cesarean delivery (aOR, 1.12; 95% CI, 1.03–1.21; P = 0.011) after adjusting for age, BMI, parity, insulin use, GDM, and antibiotic use (Table 4). This evidence concerns the gene INS and gestational diabetes.