Described are methods and uses employing metabolomic data to diagnose an asthma disease state or a Chronic Obstructive Pulmonary Disease (COPD) state. Further described are methods of uses of employing metabolomic data to distinguish between asthma and COPD. In particular, urinary metabolomic profiles are employed to enable differential diagnosis of asthma and COPD.