Compared with women in the lowest quartile, the OR (95% CIs) for GDM in women in the highest quartiles of TG, ApoA1, ApoB, HDL-c, LDL-c, triglyceride glucose index, TG/HDL-c, and TC/HDL-c were 2.040(1.468–2.843), 1.506(1.091–2.082), 1.529(1.110–2.107), 0.639(0.459–0.889), 1.504(1.086–2.086), 1.952(1.398–2.731), 2.127(1.526–2.971), and 2.370(1.700-3.312) (P-trend ≤ 0.05, Table 2, Model 2). This evidence concerns the gene APOA1 and gestational diabetes.