CXCL12+ fibroblasts included an inflammatory CD74hiHLAhi cluster (F-5) and a CXCL12+SFRP1+ cluster (F-6) with the highest levels of IL6, which encodes a proven drug target in rheumatoid arthritis. Here, IL6 is linked to rheumatoid arthritis.