A systems biology approach toward biological research seeks to model all concurrent processes in a cell, tissue, or organism by global measurements. In this review, we describe recent advances in mass spectrometry-based proteomics and their application toward interpreting the physiological adaptations of skeletal muscle with exercise and obesity.