Before and after adjusting for confounders, eight factors were consistently and significantly associated with GDM at a significance level of 0.001, including pre-pregnancy BMI, pre-pregnancy intake of folic acid, white cell count, platelet count, alanine transaminase, albumin, direct bilirubin, and creatinine. The gene discussed is ALB; the disease is gestational diabetes.