Furthermore, compared to chronological age alone or combined with the individual biomarkers, adding a brain biomarker for neurological degeneration (plasma NfL, total-tau, amyloid beta-40 and -42) further improved the association of biological age with dementia, including Alzheimer disease (AD). The gene discussed is NEFL; the disease is Alzheimer disease.