SPP1 and synovitis: In summary, this study suggests that the pathogenesis of acute severe COVID-19 pneumonitis and RA synovitis might be driven by similar pathogenic myeloid cell clusters/pathways, producing SPP1 that persists into post-COVID-19 syndrome.