We comprehensively summarize the molecular mechanisms of inflammasome activation-particularly NLRP3, AIM2, and IFI16-and their dual roles in inflammatory injury and immune regulation across gynecological diseases. This evidence concerns the gene AIM2 and female reproductive system disorder.