Moreover, all patients with smoking habits showed higher MAFB+ cell density and were at risk of poor OS and DFS, suggesting that MAFB could be a prognostic TAM marker in smoking patients with early-stage lung adenocarcinomas. Here, MAFB is linked to lung adenocarcinoma.