In their native environments, proteins perform their biological roles in highly concentrated viscous solutions and in complex networks with numerous partners. Yet for many years, the normal practice has been to purify a protein of interest in order to characterize its structural and functional properties. In this Commentary, we discuss how protein scientists are now tackling the theoretical and methodological challenges of studying proteins in their physiological context.