With this approach, we identified 28 candidate key driver TFs in FLS (Table 2), including seven not previously implicated in RA (BACH1, HLX, ETV7, TGIF1, ELF1, HIVEP1, and PLAGL1). Here, ELF1 is linked to rheumatoid arthritis.