Our results suggest that a specific immune microenvironment may be associated with the biological behavior of lung adenocarcinoma, yet further studies are required to validate the prognostic significance of CD204+ TAMs in lung adenocarcinoma. Here, MSR1 is linked to lung adenocarcinoma.