The present invention relates to methods for detecting, diagnosing and/or treating endometrial cancer by detecting in a biological sample from a patient the levels of one or more of the metabolites: C14.2, PC ae C38:1, 3-Hydroxybutyric acid, C18:2, PC ae C40:1, and C6 (C4:1-DC). In some embodiments, the method also includes diagnosing the patient with endometrial cancer when the one or more metabolites in the biological sample is at a different level than a statistically validated threshold for the one or more metabolites, and ultrasound indicates endometrial cancer in the patient. In further embodiments, once endometrial cancer is diagnosed, the patient is treated for the endometrial cancer.