We used interferometric microscopy to uniquely measure live cancer cell fluctuations, in a noncontact, label-free manner, and showed that cancer cells fluctuate more than similar but healthy cells, demonstrating the method potential for cancer diagnosis. OCIS codes: (090.2880) Holographic interferometry, (170.1530) Cell analysis, (170.4580) Optical diagnostics for medicine.