if they fall within the gene start and end sites. In this analysis the mean of the chi2-statistic for the SNPs in a gene is calculated and the p-value is obtained from a known approximation of the sampling distribution (Brown 1975; Hou 2005). The genome-wide significance threshold is defined as 0.05 / number of genes to which the SNPs are mapped.