This paper summarizes the measurement principle of AFM in living cells and the recent advance of AFM to characterize the biophysical properties of cancer cells. Living-cell AFM study could offer a new approach to understand the physical mechanisms for cancer development and to achieve single cell diagnosis and treatment for cancer.