The multifactorial nature of AD has raised concerns since apo E4 has also been shown to be involved in various other diseases such as insulin resistance, cardiovascular disease, hypercholesterolemia, obesity, and NAFLD [25,26,27,28]. The gene discussed is APOE; the disease is metabolic dysfunction-associated steatotic liver disease.