In the present study, we summarized the past and current literature on the history of the interaction between nerves and cancer, with a special focus on pancreatic ductal adenocarcinoma (PDAC), prostate cancer (PCa), and the role of the NGF in cancer. This evidence concerns the gene NGF and prostate cancer.