On the other hand, the “exhausted immune class” was characterized by a more “exhausted phenotype” and had tumor-promoting activated stroma, activated TGFβ and Wnt signaling, markers of M2-like TAM polarization and poor survival. This evidence concerns the gene TGFB1 and neoplasm.