The present study verified that pMSCs inhibited LPS-induced ALI by inhibition of M1 macrophage polarization and secretion of proinflammatory factors, which was mediated via the novel IL-10/STAT3/NLRP3 axis. Here, STAT3 is linked to acute respiratory distress syndrome.