The results of Atabaki et al. [3] had suggested that a higher insulin secretion rate (Basal ISR) and excess visceral fat (VAT) accumulation were the most likely clinical factors in the dataset to cause liver fat accumulation and therefore NAFLD. This evidence concerns the gene INS and metabolic dysfunction-associated steatotic liver disease.