Through a combination of bioinformatics analysis and experiments, we demonstrated that neutrophils regulate the tumor microenvironment via the PSMA1-NF-κB-HIF-1α signaling axis, promoting the malignant progression of tumor cells and thus strongly supporting tumor growth. Here, HIF1A is linked to neoplasm.