Further analysis revealed a statistically significant synergistic stimulation additive interaction effect of first-trimester Hb level and Hp genotype on the occurrence of GDM (RERI = 3.472, 95% CI: 1.629–6.697) (Table 3). The gene discussed is HP; the disease is gestational diabetes.