A GRS for lower FEV1 was most strongly associated with increased risk of asthma and COPD, family history of chronic bronchitis/emphysema, lower hand grip strength, increased fat mass, increased HbA1c and type 2 diabetes risk, and elevated C-reactive protein. This evidence concerns the gene CRP and chronic obstructive pulmonary disease.