These results could contribute to detecting high-risk pregnancies at registration in the first trimester among Palestinian women, therefore prompting more intensive GDM risk factors modification and closer follow-ups than those with normal Hb levels. The gene discussed is GSTM1; the disease is gestational diabetes.