In recent years, scholars have found that there were obvious changes in liver fat, increased adiponectin, and decreased TNF-α, IL-6, and resistin in patients with NAFLD after giving PPARγ agonist treatment [27]. This evidence concerns the gene IL6 and metabolic dysfunction-associated steatotic liver disease.