Specific immunoregulatory factor HLA-DQA1 in RCC and immunoregulatory factor IL-34 in LCC were identified and their functions and effects involved in different immunoregulatory mechanisms were further analyzed. Here, IL34 is linked to leukoencephalopathy with calcifications and cysts.