The advance in knowledge of this project is to unwire the complex relationship among cancer metabolism, HPV infection and autophagy in cervical cancer. The clinical impact is the development of MR biomarkers for cancer metabolism and autophagy, both play important roles in the resistance to cancer therapy. The inherited non-invasiveness and non-radiation nature makes MR technique an ideal platform for clinical usage.