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 Figure 14). The gene discussed is IGF1; the disease is metabolic dysfunction-associated steatohepatitis.