However, some researchers pointed out that the associations between metformin use and AD risk or cognition may be influenced by some factors, such as diabetic status, Apoe-ε4 status, vitamin B12 deficiency, and homocysteine levels [402, 409]. Here, APOE is linked to Alzheimer disease.