Epigenetic scores of blood-based proteins as biomarkers of general cognitive function and brain health
Year: 2024
Type: article
Abstract: Background Epigenetic Scores (EpiScores) for blood protein levels have been associated with disease outcomes and measures of brain health, highlighting their potential usefulness as clinical biomarkers. They are typically derived via penalised regression, whereby a linear weighted sum of DNA methylation (DNAm) levels at CpG sites are predictive of protein levels. Here, we examine 84 previously published protein EpiScores as possible biomarkers of cross-sectional and longitudinal measures of general cognitive function and brain health, and incident dementia across three independent cohorts. Results Using 84 protein EpiScores as candidate biomarkers, associations with general cognitive function (both cross-sectionally and longitudinally) were tested in three independent cohorts: Generation Scotland (GS), and the Lothian Birth Cohorts of 1921 and 1936 (LBC1921 and LBC1936, respectively). A meta-analysis of general cognitive functioning results in all three cohorts identified 18 EpiScore associations (absolute meta-analytic standardised estimates ranged from 0.03 to 0.14, median of 0.04, P FDR < 0.05). Several associations were also observed between EpiScores and global brain volumetric measures in the LBC1936. An EpiScore for the S100A9 protein (a known Alzheimer disease biomarker) was associated with general cognitive functioning (meta-analytic standardised beta: − 0.06, P = 1.3 × 10 −9 ), and with time-to-dementia in GS (Hazard ratio 1.24, 95% confidence interval 1.08–1.44, P = 0.003), but not in LBC1936 (Hazard ratio 1.11, P = 0.32). Conclusions EpiScores might make a contribution to the risk profile of poor general cognitive function and global brain health, and risk of dementia, however these scores require replication in further studies.
Source: Clinical Epigenetics
Authors: Hannah M. Smith, Joanna E. Moodie, Karla Monterrubio-Gómez, Danni A. Gadd, Robert F. Hillary, Aleksandra D. Chybowska, Daniel L. McCartney, Archie Campbell, Paul Redmond, Danielle Page, Adele Taylor, Janie Corley, Sarah E. Harris, Maria Valdés Hernández, Susana Muñoz Maniega, Mark E. Bastin, Joanna M. Wardlaw, Ian J. Deary, James P. Boardman, Donncha S. Mullin, Tom C. Russ, Simon R. Cox, Riccardo E. Marioni
Language: English
Subfield: Psychiatry and Mental health
Field: Medicine
Domain: Health Sciences
Open Access status: gold
Estimated APC paid: $3,390
Awards: G1271427564, Translational Neuroscience - training the next generation of basic neuroscientists to embrace clinical research., G2013792602, G2035013072, Preterm birth as a determinant of neurodevelopment and cognition in children: mechanisms and causal evidence, The Lothian Birth Cohort 1936 Waves 6 and 7, Factors of biological ageing: does it all go together when it goes?, G259633682, G400779889, Stratifying Resilience and Depression Longitudinally (STRADL), G6282200484, G6868616705, G8970456254, G9000063527
OpenAlex ID: W4393159772
