MFAP4 and neoplasm: On the other hand, it may actively remodel the TME into a more anti-tumor state by recruiting beneficial immune cells, a hypothesis that aligns perfectly with the immune-hot phenotype of the MFAP4-high/low-risk group identified by our model.