Anticipated Results and Relevance: The cross-sectional baseline data will provide the first systematic study of a substantial cohort of stroke patients to define the relationship between altered structural and contractile protein expression to both muscle physiology and clinical measures of muscle performance, metabolic fitness, and rehabilitation mobility outcomes. HP VL muscle will be directly compared to the non-paretic (NP) limb muscle within-subjects and to non-stroke reference controls, in order to better understand the scope of skeletal muscle inflammatory and metabolic abnormalities in the stroke population. The intervention results will allow us to determine the specific requirements of treadmill training that are optimal and crucial to produce the exercise-mediated adaptations in hemiparetic skeletal muscle that lead to improved rehabilitation outcomes to reduce the disability of chronic stroke.