Uncontrolled NLRP3 inflammasome activation drives chronic inflammatory tissue damage, which is mitigated through the precise structural modification of phthalazine and indazole heterocyclic cores. These specific molecular scaffolds provide the necessary binding affinity to inhibit protein signaling and prevent systemic inflammation.