Lower biomarker status of vitamin B12, vitamin B6, and riboflavin were each independently associated with a 30–73% increased risk of cognitive dysfunction, after adjustment for age, sex, obesity, education, socioeconomic deprivation, and ApoE ε4 status in this study. Here, APOE is linked to obesity due to melanocortin 4 receptor deficiency.