Although CD40 and LAG3 did not show statistical significance in our multivariate Cox regression analysis, as members of ICPBS, they can also make a good risk stratification and predict the prognosis of patients with CM, which is worth further exploration. Here, CD40 is linked to cutaneous mastocytosis.