Modules comprising genes (including SIAH2) that showed both differential methylation with all three respiratory function traits and COPD in this study, and COPD-based gene expression in lung tissue [30] were enriched for axon guidance signalling genes. Here, SIAH2 is linked to chronic obstructive pulmonary disease.