In summary, these results demonstrated that TMSB10 was remarkably overexpressed in TAMs and negatively associated with the prognosis of lung adenocarcinoma, and TMSB10 knockdown dramatically repressed xenograft tumor growth in vivo. This evidence concerns the gene TMSB10 and lung adenocarcinoma.