IGF1 and metabolic dysfunction-associated steatohepatitis: Among common NASH-specific DEGs, igf1 was found to be an upstream regulator connected to downstream genes, including hnf1a, cyp7a1, mmp13, fbn1, and linked to adipogenesis in the liver (Supplementary Fig. 14).