As previous studies have strongly implicated TGF-β in SSc pathogenesis5,51, we further validated the role of SMAD3, its downstream TF, on SCENIC-predicted target genes in the transcriptome of SSc fibroblasts. This evidence concerns the gene TF and systemic sclerosis.