This study investigated the temporal changes in HGB levels during pregnancy in GDM and non-GDM women and the association of HGB levels and metabolic markers (such as age, dyslipidemia, and pre-BMI) with GDM. The gene discussed is CYGB; the disease is gestational diabetes.