Interestingly, the authors linked enhanced biliary OPN expression to increased hedgehog (Hh) signaling, which was verified in mice with overly active Hh signaling that demonstrated worsened NASH-associated liver fibrosis [107]. The gene discussed is SPP1; the disease is metabolic dysfunction-associated steatohepatitis.