The results showed that among these top genes, the expression levels of GMPR, MLPH, EMP3, SLC45A2 TYR, PAIP2B, GIPC2, PDZD2, NPY1R, DLG5, ADH1B, BARD1 and CERS6 was closely related to the survival time of CM patients, with statistically significant differences (p < 0.05). Here, CERS6 is linked to cutaneous mastocytosis.