We chose a 2-df test of SNP and SNP × population to analyze the full sample. This approach allowed us to detect SNPs having population-specific effects as well as SNPs with similar effects in the two populations, at the expense of an extra degree of freedom. This same 2-df test has been used in other association studies of diverse samples (Sleiman et al., 2010).