Methods for diagnosing or predicting the risk of developing endometrial cancer in a subject in need of such diagnosis or risk prediction are provided, comprising measuring the expression level of at least two miRNAs disclosed herein in the sample of the subject, and compared the expression level of at least two of the miRNAs in the test sample with that of the endometrial cancer-free sample. Kits for diagnosing or predicting the risk of developing endometrial cancer, containing an agent for sequencing or measuring the expression level of at least two miRNAs disclosed herein.