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. The gene discussed is TNF; the disease is intervertebral disk degenerative disorder.