Short hairpin RNA–mediated knockdown of RAB27B leads to a loss of stem cell marker gene expression and reduced NSCLC spheroid growth, clonal expansion, transformed growth, invasion, and tumorigenicity. Here, RAB27B is linked to non-small cell lung carcinoma.