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NeurologyReal-World Cohort5 min read

Blood-Based Biomarkers as Predictors of All-Cause Dementia: A 13-Year Follow-Up in the Whitehall II Cohort Study

This was a retrospective study based on the UK Whitehall II longitudinal, population-based cohort study established in 1985 among civil servants that includes a clinical examination every 4-5 years.

Published in NeurologyObservational cohort study
3/5 Observational
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Source

Diagnostic Accuracy

41.7%

The long-term predictive ability of blood-based for incident in community-dwelling older adults was modest due to poor sensitivity and similar to that of a model containing known risk factors.

What Changes?

Neurology · Real-World Cohort

Current Standard

Conventional neurology practice relies on standard-of-care monitoring and existing regimens prior to this study.

New Finding

Our aim was to determine their long-term prediction accuracy for incident all-cause on their own and when used alongside known risk factors in community-dwelling older adults.

3 Key Takeaways

Plain English Summary
  1. 01Core Finding

    Blood samples stored at the 2013-2013 wave were assayed in 2024 for measures of -beta (Aβ) 42 and 40, glial fibrillary acidic protein (GFAP), neurofilament light (NfL), and phosphorylated protein 217 ().

  2. 02Study Evidence

    Tested in a study at the real-world stage.

  3. 03Practical Meaning

    findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

What This Means for You

The long-term predictive ability of blood-based for incident in community-dwelling older adults was modest due to poor sensitivity and similar to that of a model containing known risk factors.

The Discovery

Blood-based are strongly correlated with positivity in research settings, but their long-term performance in heterogeneous populations remains unclear. Our aim was to determine their long-term prediction accuracy for incident all-cause on their own and when used alongside known risk factors in community-dwelling older adults. This was a study based on the UK Whitehall II , population-based study established in 1985 among civil servants that includes a clinical examination every 4-5 years. Blood samples stored at the 2013-2013 wave were assayed in 2024 for measures of -beta (Aβ) 42 and 40, glial fibrillary acidic protein (GFAP), neurofilament light (NfL), and phosphorylated protein 217 (). Incident all-cause , from 2012 to 2013 to 2025, was ascertained from linked medical records, and Cox regression was used to examine associations of with , followed by estimation of prediction statistics. Of the 5,225 (27.2% female) participants (mean age in 2012-2013, 69.4 ± 5.7 years), 516 (30.0% female) had a diagnosis over a 12.2-year median follow-up. Participants with values in the worst quartile of -beta 42 (Aβ42)/40 ratio ( [HR] 1.88; 95% CI 1.57-2.24), (HR 3.74; 95% CI 3.12-4.50), NfL (HR 1.88; 95% CI 1.56-2.28), and GFAP (HR 2.25; 95% CI 1.87-2.72) had higher risk of . The C-index for predicting was highest for (0.693; 95% CI 0.672-0.714), lowest for Aβ42/40 ratio (0.587; 95% CI 0.566-0.608), and was 0.760 (0.738, 0.781) for all together. Sensitivity (between a clinically meaningful level and 59.5%) and positive predictive value (between 16.4% and 23.5%) of all were modest, but specificity (between 76.8% and 78.8%) and negative predictive value (92.3%-94.7%) were good. A second approach to prediction modeling showed a model containing sociodemographic, behavioral, and health-related risk factors to have a C-index of 0.765 (95% CI 0.746-0.785); adding all to this model led to a C-index of 0.813 (95% CI 0.795-0.830).

How It Works, Simply

This neurology research focuses on · protein · Blood (measurable biological signal). Researchers evaluated it using an observational cohort study at the real-world cohort stage of medical research.

3 Key Takeaways

Clinical Takeaways
  1. 01Core Finding

    Blood samples stored at the 2013-2013 wave were assayed in 2024 for measures of -beta (Aβ) 42 and 40, glial fibrillary acidic protein (GFAP), neurofilament light (NfL), and phosphorylated protein 217 ().

  2. 02Study Evidence

    Tested in a study at the real-world stage.

  3. 03Practical Meaning

    findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Key Numbers

Quantitative Study Readout
59.5%
Diagnostic Accuracy
23.5%
Diagnostic Accuracy
01

Biological Mechanism & Study Design

Study Design & Cohort

Observational cohort study

Observational cohort study · Real-World Cohort

Biological Pathway & Modality

· protein · Blood

Intervention: Blood-Based as Predictors of All-Cause : A 13-Year Follow-Up in

02

Experimental Findings & Endpoints

Blood-based are strongly correlated with positivity in research settings, but their long-term performance in heterogeneous populations remains unclear.

Our aim was to determine their long-term prediction accuracy for incident all-cause on their own and when used alongside known risk factors in community-dwelling older adults. This was a study based on the UK Whitehall II , population-based study established in 1985 among civil servants that includes a clinical examination every 4-5 years.

Blood samples stored at the 2013-2013 wave were assayed in 2024 for measures of -beta (Aβ) 42 and 40, glial fibrillary acidic protein (GFAP), neurofilament light (NfL), and phosphorylated protein 217 (). Incident all-cause , from 2012 to 2013 to 2025, was ascertained from linked medical records, and Cox regression was used to examine associations of with , followed by estimation of prediction statistics.

Of the 5,225 (27.2% female) participants (mean age in 2012-2013, 69.4 ± 5.7 years), 516 (30.0% female) had a diagnosis over a 12.2-year median follow-up. Participants with values in the worst quartile of -beta 42 (Aβ42)/40 ratio ( [HR] 1.88; 95% CI 1.57-2.24), (HR 3.74; 95% CI 3.12-4.50), NfL (HR 1.88; 95% CI 1.56-2.28), and GFAP (HR 2.25; 95% CI 1.87-2.72) had higher risk of .

The C-index for predicting was highest for (0.693; 95% CI 0.672-0.714), lowest for Aβ42/40 ratio (0.587; 95% CI 0.566-0.608), and was 0.760 (0.738, 0.781) for all together. Sensitivity (between a clinically meaningful level and 59.5%) and positive predictive value (between 16.4% and 23.5%) of all were modest, but specificity (between 76.8% and 78.8%) and negative predictive value (92.3%-94.7%) were good.

A second approach to prediction modeling showed a model containing sociodemographic, behavioral, and health-related risk factors to have a C-index of 0.765 (95% CI 0.746-0.785); adding all to this model led to a C-index of 0.813 (95% CI 0.795-0.830).

03

Clinical Translation & Practice Context

The long-term predictive ability of blood-based for incident in community-dwelling older adults was modest due to poor sensitivity and similar to that of a model containing known risk factors.

03

The Bottom Line · Clinical Pearl

“The long-term predictive ability of blood-based biomarkers for incident dementia in community-dwelling older adults was modest due to poor sensitivity and similar to that of a model containing known risk factors.”

Published in Neurology · Current Stage: Real-World Cohort

Practical Next Step

Questions for Your Next Doctor Visit

  1. 1Based on my health history, do these neurology findings (participants with values in the worst quartile of amyloid-beta 42 (Aβ42)/40) apply to my situation?
  2. 2How do the potential benefits of this approach compare with the standard care I'm currently using?
  3. 3Given the study's key limitation (observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.), what risks or follow-up steps should we watch for?
Neurology · Real-World Cohort
Study Type
Observational cohort study

Observational cohort study

Evidence Score
3/5 · Real-World Observation
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Who It Applies To
Participants with values in the worst quartile of amyloid-beta 42 (Aβ42)/40
Intervention & Mechanism
Blood-Based Biomarkers as Predictors of All-Cause Dementia: A 13-Year Follow-Up in

Amyloid · Tau protein · Blood biomarker (measurable biological signal)

Key Limitation
Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Translational Stage

LEVEL 2 · Real-World Cohort

Classified as Observational cohort study along the clinical evidence continuum

  1. Lab & Discovery
  2. Early Trials
  3. Human Evidence
  4. 4Real-World CohortActive

Indexed Clinical Entities

Original Publication & AMA Citation

Blood-Based Biomarkers as Predictors of All-Cause Dementia: A 13-Year Follow-Up in the Whitehall II Cohort Study. Neurology. Published 2026;Nov 15. Accessed November 15, 2026. https://pubmed.ncbi.nlm.nih.gov/42913444/

Neurology

https://pubmed.ncbi.nlm.nih.gov/42913444/

Read Original Paper

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