Conclusion: The combination of GA and ICG therapy utilizing the constructed nanocarriers presents an attractive therapeutic strategy to trigger pyroptosis and potentiate PD-1 blockade therapy for cervical cancer chemo-immunotherapy. Here, PDCD1 is linked to cervical cancer.