While the relationship between metabolome and ACTN3 genotype needs to be explored in a larger cohort including clinical populations (i.e heart failure, COPD) ours is the first to report metabolite differences in humans related the ACTN3 genotype. The gene discussed is ACTN3; the disease is chronic obstructive pulmonary disease.