An abnormal CD56dim_DNAJB1 NK cell subset with reduced cytotoxicity and high stress responses interacting with tumour-associated macrophages, leading to immune evasion, was discovered. LAMP3+ dendritic cells inhibited CD8+ T-cell function and recruited Tregs, promoting an immunosuppressive TME. Here, LAMP3 is linked to neoplasm.