Comprehensively, we identified a novel risk score based on OV cancer amino acid metabolism, the risk score predicted survival and tumor stages with high accuracy, and the oncogenic role of the risky gene TPH1 was experimentally validated. The gene discussed is TPH1; the disease is cancer.