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Epigenetic scores of blood-based proteins as biomarkers of general cognitive function and brain health

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
Source :
Clinical Epigenetics, Vol 16, Iss 1, Pp 1-10 (2024)
Publication Year :
2024
Publisher :
BMC, 2024.

Abstract

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

Details

Language :
English
ISSN :
18687083
Volume :
16
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Clinical Epigenetics
Publication Type :
Academic Journal
Accession number :
edsdoj.3c13220e7e174e5f8add934cd767d03c
Document Type :
article
Full Text :
https://doi.org/10.1186/s13148-024-01661-7