After univariable Cox and Lasso regression analysis, we also constructed a GRIP risk signature, which we verified in the TCGA and GEO cohorts, and a nomogram scoring system for predicting the prognosis of patients with CM. The gene discussed is GRIP1; the disease is cutaneous mastocytosis.