As shown in Table 3, the conditional multi-logistic regression analysis revealed that patients with elevated plasma levels of CCDC80 had a significantly reduced risk of GDM, the unadjusted OR was 0.60 (95% CI: 0.42–0.85, P = 0.005). The gene discussed is CCDC80; the disease is gestational diabetes.