GPT and chronic obstructive pulmonary disease: In contrast, the GRS for lower FVC was strongly associated with many traits—among the strongest associations were high C-reactive protein, increased fat mass, raised HbA1c and type 2 diabetes, raised systolic blood pressure, lower hand grip strength and raised ALT as well as increased risk of clinical codes for asthma and COPD (Supplementary Fig. 14c).