We demonstrate that GM-CSF-MΦs reprogrammed in RA blood and synovial tissue share a distinct IL1β+S100A+HIF1+IL10loNFIL3/6lo expression profile, manifested by mitochondrial oxidative stress and fragmentation. Here, IL1B is linked to rheumatoid arthritis.