What would you expect from a QQ plot in associations of SNP with gene expression across a whole chromosome? It should be extremely inflated but does anyone have any idea of how inflated? For example, in chromosome 22, out of ~2 million SNPs analyzed, about 200,00 have a p-value < 0.05. Is this expected?
Thank you for any insight!