In binary logistic regression, decreased serum adiponectin and elevated serum visfatin, IL-6, TNF-α were independently associated with an increased likelihood of NAFLD presence (Table 2). The gene discussed is IL6; the disease is metabolic dysfunction-associated steatotic liver disease.