However, we found genes preferentially expressed in neuronal cells were actually down-regulated in severe prostate cancers, including APP. Particularly, among the 12 common downstream genes preferentially expressed in prefrontal cortex (Figure 5B), NLGN4Y ranks the first in terms of the mean shortest distance to the 5 key drivers. This evidence concerns the gene APP and prostate carcinoma.