This disclosure provides methods of using compositions comprising amino acid entities to reduce fat infiltration in muscle, particularly under conditions of muscle atrophy. The disclosure also provides methods for enhancing muscle function by reducing fat infiltration in the muscle comprising administering an effective amount of the compositions to a subject in need thereof.