To further explore the possible role of GDF15, TTC39A, TREM2, and ANXA2 in the progression of NAFLD to HCC, we used the single-cell dataset GSE216836 to examine the expression of these genes. The gene discussed is GDF15; the disease is metabolic dysfunction-associated steatotic liver disease.