We found that the number of F4/80+ Arg-1+ lung macrophages, indicative of anti-inflammatory macrophages, significantly decreased in ALI mice, and MSCs-CM treatment increased the number of F4/80+ Arg-1+ lung macrophages. This evidence concerns the gene ARG1 and acute respiratory distress syndrome.