ADAM19 and chronic obstructive pulmonary disease: However, given the large number of ADAM19 variants associated with lung function and COPD, as well as gene expression and the range of effects depending on the individual SNPs, it is difficult to pinpoint a single causal variant and, therefore, challenging to comment with certainty on the overall direction of effect.