Further, we found Cer(d18:1/24:0) to be an independent predictor for GDM; in contrast, previous studies with smaller sample sizes found either an inverse association28,41 or no association between C24:0 and GDM27. The gene discussed is CBLN1; the disease is gestational diabetes.