In autoimmune POI models (for example, IFN-γ injury and ZP3 immunization), aberrant NF-κB signaling primes NLRP3–caspase-1–GSDMD-mediated granulosa-cell pyroptosis. The gene discussed is CASP1; the disease is Autoimmunity.