The present invention provides methods and compositions for modulating HDAC4 activity and modulating the activity of proteins downstream of HDAC4 in the muscle transcriptional pathway in a cell by modulating HDAC4 activity. Further provided are methods and compositions for treating muscle atrophy and/or inflammation by inhibiting HDAC4 activity.