Systems and methods of in vivo hydroxyl radical protein foot-printing are presented. These teachings may be used to, for example, study three-dimensional protein structure or bio-kinetics. Radical Dosimetry including an optional intrinsic standard is used on isolated intact cells. Real-time feedback based on an internal standard provides comparability between different experiments and in vivo analysis results in data that is representative of actual biological conditions.