Chronic inflammation, mediated by key signaling pathways including NF-κB, JAK/STAT, and PI3K/Akt/mTOR, dynamically remodels the cellular composition and function of the OCME, driving immune suppression, stromal remodeling, and tumor metastasis. This evidence concerns the gene SOAT1 and neoplasm.