HHIP and chronic obstructive pulmonary disease: This is also relevant as the proportion of COPD patients who eventually develop lung cancer may be as high as 25–30% [8], [77] and the frequencies of several disease-related SNPs are very similar between lung cancer and COPD groups (See Table 3, eg FAM13A, HHIP).