In addition, evaluation of any hypotheses regarding the role of SHH in the pathogenesis of NASH or fibrosis, or of its predictive value will require further experimentation over multiple time points and stages of disease. The gene discussed is SHH; the disease is metabolic dysfunction-associated steatohepatitis.