In addition, these five hub genes might regulate the development of ICC by targeting the “TGF-β signaling pathway”, “the hedgehog signaling pathway”, “retinol metabolism”, or “type II diabetes mellitus”. Here, TGFB1 is linked to type 2 diabetes mellitus.