Through these analyses, this study aimed to elucidate the complex interactions between SHPRH-146aa, NFKBIA, and apoptosis regulatory genes, thereby providing new insights into the complex mechanisms of NB pathogenesis. Here, SHPRH is linked to neuroblastoma.