This narrative review focuses on adult diffuse gliomas and glioblastoma (GBM) and evaluates how NF-κB, COX-2–PGE2 (EP2/EP4), and NLRP3–IL-1 signaling intersect with natural anti-inflammatory compounds to shape the TME. Here, IL1B is linked to glioblastoma.