To the best of our knowledge, this is the first study to explore the role of TMSB10 in early lung adenocarcinoma through analyzing the relation between its clinicopathological characteristics and TAMs-associated TMSB10. The gene discussed is TMSB10; the disease is lung adenocarcinoma.