Furthermore, plasma vitamin D and insulin concentrations were independent predictors of the NAFLD activity score on biopsy, while a higher fat mass was found to correlate with the low vitamin D levels in NAFLD patients. This evidence concerns the gene INS and metabolic dysfunction-associated steatotic liver disease.