Conclusion: CASP1, NLRP3, AIM2, and NLRP1 are core pyroptotic genes in lung adenocarcinoma and exhibit a strong correlation with immune cell infiltration, diagnosis, and prognosis of this condition. The gene discussed is NLRP1; the disease is lung adenocarcinoma.