Among the 92 metabolism linked biomarkers, we identified 4 markers different for women with GDM-M compared with women with GDM-N after adjusting for multiple testing, namely CLUL1, VCAN, FCRL1 and RNASE3. The gene discussed is CLUL1; the disease is gestational diabetes.