The screening results of the RF classifier showed that EPS8L1, PLCD4, CHD5, NTRK1, and SLC22A4 were the most characteristic DEG genes among high-risk neuroblastoma-related genes (39, 41–44). This evidence concerns the gene EPS8L1 and neuroblastoma.