In the present work, the effects of rosemary extract on xenograft tumor growth has been studied and, for the first time, a shotgun proteomic analysis based on nanoliquid chromatography−tandem mass spectrometry (nano-LC−MS/MS) together with stable isotope dimethyl labeling (DML) has been applied to investigate the global protein changes in vivo.