Interrogating the PreP-Signatures for the identification of upstream regulators and transcription factors36,37, we identified STAT3 as the top predicted upstream transcription factor from previous studies in CD4+ T cells, which suggests that STAT3 may regulate the pathogenesis of human TH17 cells in autoimmune diseases. Here, STAT3 is linked to autoimmune disease.