However, for women whose pre-pregnancy BMI was ≥24 kg/m2, only Hb levels higher than 150 g/L were associated with a higher risk of developing GDM (OR: 2.333 for Hb ≥150 g/L). The gene discussed is GSTM1; the disease is gestational diabetes.