A composition of dipeptides or tripeptides or ester derivatives may be used as a nutritional supplement and to modulate expression of genes associated with healthy maintenance and regulation of muscular and neurological tissue. The compositions include dipeptides and/or tripeptides of branched chain amino acids and optionally include adjuvants, anti-aging compounds and may be provided in a dissolvable powder or liquid form.