By comparing TGF-β signaling in NASH and Chow groups (Fig. 3C), we found that Kupffer cells more actively communicated with hepatic stellate cells through TGF-β signaling, which was reported to activate the expression of genes involved in liver fibrosis [31]. The gene discussed is TGFB1; the disease is metabolic dysfunction-associated steatohepatitis.