High-MS group exhibited elevated neutrophil infiltration (p = 0.00067), cancer-associated fibroblasts (CAFs) activity (p = 1e-08), memory B cells (p = 4.2e-06), and CD4 + T cells (p = 0.004), suggesting its potential resistance to immunotherapy. Here, CD4 is linked to cancer.