Additionally, based on the sample source, the results showed that the associations for CRP, IL-6, TNF-α, TGF‐β, and ICAM-1 with NAFLD were statistically significant among studies in serum samples. The gene discussed is ICAM1; the disease is metabolic dysfunction-associated steatotic liver disease.