AD is a multifactorial condition associated with various risk factors, including genetic mutations in proteins such as apolipoprotein E (APOE) and triggering receptors expressed on myeloid cells 2 (TREM2), alongside age, cardiovascular disease, obesity, and diabetes. Here, APOE is linked to diabetes mellitus.