Proteomic biomarkers of cognitive function, <i>APOE</i> ε4 status, and dementia in Generation Scotland

Untargeted mass spectrometry remains underutilised for blood-based biomarker discovery in dementia research from large cohorts, where affinity-based approaches dominate. To address this, we examined mass-spectrometry-derived proteomic correlates of cognitive function, genetic predisposition to cognitive health, <i>APOE</i> ε4 status, and incident dementia. Using multivariate Bayesian regression, we assessed associations between 439 independent mass spectrometry signals and five cognitive outcomes-four cognitive tests and a cognitive function polygenic score-in Generation Scotland (n = 14,258). We observed associations between three cognitive tests (digit symbol, vocabulary and verbal fluency) and a mass spectrometry signal that mapped to selenoprotein P (absolute β<sub>range</sub> = 0.02 - 0.03, posterior inclusion probability ≥ 0.95). Carrying one or two copies of the <i>APOE</i> ε4 allele was associated with a lower mass spectrometry signal that mapped to afamin (β = -0.08 and -0.2, respectively, p < 3.1 x 10<sup>-4</sup>, n = 14,745). A higher mass spectrometry signal that maps to both complement c2 and complement factor B proteins was associated with lower hazard for incident dementia (hazard ratio = 0.75, p < 3.1 x 10<sup>-4</sup>, n<sub>cases</sub> = 212 and n<sub>controls</sub> = 6,765) diagnosed up to 17 years after blood sampling. We identified specific independent mass spectrometry signals which may be candidate biomarkers of cognitive function, <i>APOE</i> ε4 status, and could aid in the early detection of dementia; however, further replication studies in other populations are required.

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medRxiv
Published
2026-01-29
DOI
https://doi.org/10.64898/2026.01.27.26344912
Primary Topic
Advanced Proteomics Techniques and Applications
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article
Field-Weighted Citation Impact
0.00

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article

Proteomic biomarkers of cognitive function, APOE ε4 status, and dementia in Generation Scotland

Aleksej Zelezniak, Sergej Andrejev, Arturas Grauslys, Matthew R. Robinson et al.
medRxiv
Advanced Proteomics Techniques and Applications
article

Proteomic biomarkers of cognitive function, APOE ε4 status, and dementia in Generation Scotland

Aleksej Zelezniak, Sergej Andrejev, Arturas Grauslys, Matthew R. Robinson, Spyros I. Vernardis, R. Marioni, Aleksandra D. Chybowska, Janet Robertson, Joanna E. Moodie, Christoph B. Messner, Hannah M. Smith, G Davies, Poppy Adkin, Charles Brigden, S. R. Cox, Camilla Drake, Anne Richmond, Matthew E.H. White, Markus Ralser, Ilse Krätschmer, Caroline Hayward
article en

Abstract

Untargeted mass spectrometry remains underutilised for blood-based biomarker discovery in dementia research from large cohorts, where affinity-based approaches dominate. To address this, we examined mass-spectrometry-derived proteomic correlates of cognitive function, genetic predisposition to cognitive health, <i>APOE</i> ε4 status, and incident dementia. Using multivariate Bayesian regression, we assessed associations between 439 independent mass spectrometry signals and five cognitive outcomes-four cognitive tests and a cognitive function polygenic score-in Generation Scotland (n = 14,258). We observed associations between three cognitive tests (digit symbol, vocabulary and verbal fluency) and a mass spectrometry signal that mapped to selenoprotein P (absolute β<sub>range</sub> = 0.02 - 0.03, posterior inclusion probability ≥ 0.95). Carrying one or two copies of the <i>APOE</i> ε4 allele was associated with a lower mass spectrometry signal that mapped to afamin (β = -0.08 and -0.2, respectively, p < 3.1 x 10<sup>-4</sup>, n = 14,745). A higher mass spectrometry signal that maps to both complement c2 and complement factor B proteins was associated with lower hazard for incident dementia (hazard ratio = 0.75, p < 3.1 x 10<sup>-4</sup>, n<sub>cases</sub> = 212 and n<sub>controls</sub> = 6,765) diagnosed up to 17 years after blood sampling. We identified specific independent mass spectrometry signals which may be candidate biomarkers of cognitive function, <i>APOE</i> ε4 status, and could aid in the early detection of dementia; however, further replication studies in other populations are required.

medRxiv
NHS Lothian (GB), Institute of Cancer Research (GB), Institute of Science and Technology Austria (AT), Vilnius University (LT), King's College London (GB), The Francis Crick Institute (GB), Edinburgh Cancer Research (GB), MRC Clinical Trials Unit at UCL (GB), Institute of Genetics and Cancer (GB), University College London (GB), Swiss Finance Institute (CH), Chalmers University of Technology (SE), University of Edinburgh (GB)
Wellcome Trust, Scottish Government, Alzheimer's Society, Scottish Funding Council, National Institutes of Health, Chief Scientist Office, Scottish Government Health and Social Care Directorate, Medical Research Council
Quality Education
Openalex Percentile: Top 75%
Advanced Proteomics Techniques and Applications
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