In this study, we used five common pre-treatment nutrition-related indicators, BMI, DM, hyperlipidemia, and ALB and Hb levels, to explore their effects on the prognosis of 1,020 patients with newly diagnosed EOC and identified hyperlipidemia as an independent nutrition-related risk factor for shorter survival. The gene discussed is GSTM1; the disease is hyperlipidemia.