In our COPD example, relatively few phenotypic interactions were different between homozygotes for alternative alleles of COPD GWAS regions near HHIP and FAM13A. Given the modest effects of these variants, and most other complex disease GWAS regions, these results are not surprising. Here, HHIP is linked to chronic obstructive pulmonary disease.