of GWA analysis in a single phase is the unacceptable number of false positive SNPs that will be identified simply due to the extremely large number of statistical tests conducted. The multi-phase study design proposed will specifically to limit false positive findings, while maximizing the number of true positives. Furthermore, we will compare tests within the COPDGene cohort to results from other cohorts and family-based studies to replicate our results.