N2-like TANs promote tumor progression through multiple mechanisms, including the secretion of IL-1β, matrix metalloproteinases (MMPs), and neutrophil elastase, which enhance tumor cell migration, invasion, and metastasis by remodeling the ECM and facilitating extravasation of cancer cells into pre-metastatic niches 172. This evidence concerns the gene IL1B and neoplasm.