This study utilized immunoinformatics and structural bioinformatics approaches to design and evaluate a multi-epitope vaccine targeting pyroptosis-associated antigens (CARD8, NAIP, NLRP1, and NLRP3), which are implicated in lung cancer immunology. Here, NLRP1 is linked to lung cancer.