Some immune-related pathways and inflammatory pathways were also observed in subtype C4, indicating that the increased expression of PD-1, CTLA4, and PD-L1 might induce immune dysfunction and promote an inflammatory response in subtype C4. Here, CD274 is linked to immune system disorder.