highly significantp<1×10 −38
To further investigate the significance of these directional findings we estimated the differences in the slopes using z-scores and demonstrated that for 31 of the 35 genes the differences were highly significant (Bonferroni corrected p<1×10 −38 ) ( Supplementary Table 4 ), thus strongly suggesting these were not chance observations.