NLRP1 emerges as a crucial factor in the shaping tumour immune microenvironment and regulating metabolism, with its mutations potentially offering valuable prognostic insights The findings underscore the importance of further exploration into the upstream and downstream regulatory mechanisms of NLRP1. Here, NLRP1 is linked to neoplasm.