In brief, we have developed a prognostic nomogram model that utilizes four genes (KRAS, JUN, RAP1B, and TNF) that are implicated in the hub MAPK signaling pathway to predict the prevalence of IDD patients. This evidence concerns the gene TNF and intervertebral disk degenerative disorder.