Notably, a study utilizing human liver single-cell RNA sequencing has shown increased expression of GDF-15 across all hepatocytes, which supports the strong correlation between GDF-15 levels and non-alcoholic fatty liver disease (NAFLD) and obesity [11]. The gene discussed is GDF15; the disease is metabolic dysfunction-associated steatotic liver disease.