Notably, both with and without batch correction, the lining FLS formed two distinct groups of clusters distinguished by expression of FN1, MMP3 and HLA-DR versus PRG4, CLIC5 and CD55— a distinction associated with active RA versus remission, respectively. This evidence concerns the gene PRG4 and rheumatoid arthritis.