Estimated maximal and current brain volume predict cognitive ability in old age

Natalie A Royle, Tom Booth, Maria C Valdés Hernández, Lars Penke, Catherine Murray, Alan J Gow, Susana Muñoz Maniega, John Starr, Mark E Bastin, Ian J Deary, Joanna M Wardlaw

    Research output: Contribution to journalArticlepeer-review

    59 Citations (Scopus)


    Brain tissue deterioration is a significant contributor to lower cognitive ability in later life; however, few studies have appropriate data to establish how much influence prior brain volume and prior cognitive performance have on this association. We investigated the associations between structural brain imaging biomarkers, including an estimate of maximal brain volume, and detailed measures of cognitive ability at age 73 years in a large (N = 620), generally healthy, community-dwelling population. Cognitive ability data were available from age 11 years. We found positive associations (r) between general cognitive ability and estimated brain volume in youth (male, 0.28; females, 0.12), and in measured brain volume in later life (males, 0.27; females, 0.26). Our findings show that cognitive ability in youth is a strong predictor of estimated prior and measured current brain volume in old age but that these effects were the same for both white and gray matter. As 1 of the largest studies of associations between brain volume and cognitive ability with normal aging, this work contributes to the wider understanding of how some early-life factors influence cognitive aging.

    Original languageEnglish
    Pages (from-to)2726-33
    Number of pages8
    JournalNeurobiology of Aging
    Issue number12
    Publication statusPublished - Dec 2013


    • Adolescent
    • Adult
    • Aged
    • Aged, 80 and over
    • Aging
    • Brain
    • Child
    • Cognition
    • Female
    • Forecasting
    • Humans
    • Intelligence Tests
    • Magnetic Resonance Imaging
    • Male
    • Middle Aged
    • Organ Size
    • Psychology, Child
    • Young Adult


    Dive into the research topics of 'Estimated maximal and current brain volume predict cognitive ability in old age'. Together they form a unique fingerprint.

    Cite this