found that the proportion of KC3 subsets with the chimeric expression of endothelial cells and KCs markers decreased from 11.78% in healthy livers to 3.39% in NASH livers, and these KCs tends to accumulate around injured hepatocytes, forming a distinctive coronal structure (18). The gene discussed is TBCE; the disease is metabolic dysfunction-associated steatohepatitis.