Evidence map›Paper›PMID 33933117›Full record

ArticleMolecular neurodegeneration2021

A blood-based diagnostic test incorporating plasma Aβ42/40 ratio, ApoE proteotype, and age accurately identifies brain amyloid status: findings from a multi cohort validity analysis.

Tim West, Kristopher M Kirmess, Matthew R Meyer, Mary S Holubasch, Stephanie S Knapik, Yan Hu, John H Contois, Erin N Jackson, Scott E Harpstrite, Randall J Bateman and 5 more

Registry-linked trialOpen access · goldAbstract readMulticenter StudyValidation Study
In one paragraph

Article in Molecular neurodegeneration, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05183516 (Evaluation of Tdap Vaccination and Plasma Biomarkers of Alzheimer's Disease), which is not on this map. Cited by 143 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
143citing papers in PubMed, 3 pooled it
20.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05183516 phase1 / phase2unknown statusnot on this mapstarted 2023, after this paper: background citation

Evaluation of Tdap Vaccination and Plasma Biomarkers of Alzheimer's Disease

TypeinterventionalSponsorMindful Diagnostics and Therapeutics, LLCRan2023 to 2024Enrolled50ConditionsAlzheimer Disease, Late OnsetArmstetanus toxoid, reduced diphtheria toxoid and acellular pertussis vaccine
3 · Its place in the literature

Who cites it

143 citing papers in PubMed, 3 syntheses or guidelines pooled it, 225 citations in OpenAlex.

  1. Pooled it
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  11. Usage and positivity rates of Alzheimer's disease biomarkers in a memory clinic.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  12. Development and validation of MethylCog, a blood DNA methylation proxy for cognition.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
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  14. Review
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83 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 2 institutions in 1 country.

Tim WestC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA. twest@c2n.com.ORCID http://orcid.org/0000-0003-3267-8249
Kristopher M KirmessC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Matthew R MeyerC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Mary S HolubaschC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Stephanie S KnapikC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Yan HuC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
John H ContoisC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Erin N JacksonC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Scott E HarpstriteC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Randall J BatemanDepartment of Neurology, Hope Center for Neurological Disorders, Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, 63110, USA.
David M HoltzmanDepartment of Neurology, Hope Center for Neurological Disorders, Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, 63110, USA.
Philip B VergheseC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Ilana FogelmanC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Joel B BraunsteinC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
Kevin E YarasheskiC2N Diagnostics, 20 S Sarah Street, St. Louis, MO, 63108, USA.
C2N Diagnostics (United States) · USHope Center for Neurological Disorders · US

Funding

Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI Tammie Lee Smith Benzinger · 1985 to 2026
$69.5M
WASHINGTON UNIVERSITY ALZHEIMERS DISEASE RESEARCH CENTERP50AG005681 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 1985 to 2019
$52.1M
The natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI SCHINDLER, SUZANNE ELIZABETH · 2005 to 2025
$49.5M
Wisconsin Alzheimer's Disease Research CenterP30AG062715 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI AMY J. KIND · 2019 to 2026
$34.5M
Research Education ComponentP30AG019610 · NIA · SUN HEALTH RESEARCH INSTITUTE · PI GONZALEZ HERNANDEZ, GRACIELA · 2001 to 2020
$32.5M
Research Education ComponentP30AG066444 · NIA · WASHINGTON UNIVERSITY · PI DAVID M. HOLTZMAN · 2020 to 2026
$28.7M
Research Education ComponentP30AG072980 · NIA · BANNER HEALTH · PI HEATHER Allyson BIMONTE-NELSON · 2021 to 2026
$24.9M
PET, APOE & the Preclinical Course of Alzheimer's DiseaseR01AG031581 · NIA · BANNER ALZHEIMER'S INSTITUTE · PI CASELLI, RICHARD J., REIMAN, ERIC MICHAEL · 2008 to 2018
$16.6M
Wisconsin Alzheimer's Disease Research CenterP50AG033514 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI CHAPPELL, RICHARD J · 2009 to 2018
$16.2M
University of Florida - Mt. Sinai Medical Center AD Research CenterP50AG047266 · NIA · UNIVERSITY OF FLORIDA · PI FEBO, MARCELO · 2015 to 2019
$7.3M
Plasma Abeta isoform concentrations in cognitively impaired patients at risk for amyloidosisR44AG059489 · NIA · C2N DIAGNOSTICS, LLC · PI WEST, TIM · 2018 to 2020
$2.0M
NIA NIH HHS P01 AG003991NIA NIH HHS P01 AG026276NIA NIH HHS P30 AG019610NIA NIH HHS P30 AG062715NIA NIH HHS P30 AG066444NIA NIH HHS P30 AG072980NIA NIH HHS P50 AG005681NIA NIH HHS P50 AG033514NIA NIH HHS P50 AG047266NIA NIH HHS R01 AG031581NIA NIH HHS R44 AG059489
6 · The paper itself

Abstract

backgroundThe development of blood-based biomarker tests that are accurate and robust for Alzheimer's disease (AD) pathology have the potential to aid clinical diagnosis and facilitate enrollment in AD drug trials. We developed a high-resolution mass spectrometry (MS)-based test that quantifies plasma Aβ42 and Aβ40 concentrations and identifies the ApoE proteotype. We evaluated robustness, clinical performance, and commercial viability of this MS biomarker assay for distinguishing brain amyloid status.

methodsWe used the novel MS assay to analyze 414 plasma samples that were collected, processed, and stored using site-specific protocols, from six independent US cohorts. We used receiver operating characteristic curve (ROC) analyses to assess assay performance and accuracy for predicting amyloid status (positive, negative, and standard uptake value ratio; SUVR). After plasma analysis, sites shared brain amyloid status, defined using diverse, site-specific methods and cutoff values; amyloid PET imaging using various tracers or CSF Aβ42/40 ratio.

resultsPlasma Aβ42/40 ratio was significantly (p < 0.001) lower in the amyloid positive vs. negative participants in each cohort. The area under the ROC curve (AUC-ROC) was 0.81 (95% CI = 0.77-0.85) and the percent agreement between plasma Aβ42/40 and amyloid positivity was 75% at the optimal (Youden index) cutoff value. The AUC-ROC (0.86; 95% CI = 0.82-0.90) and accuracy (81%) for the plasma Aβ42/40 ratio improved after controlling for cohort heterogeneity. The AUC-ROC (0.90; 95% CI = 0.87-0.93) and accuracy (86%) improved further when Aβ42/40, ApoE4 copy number and participant age were included in the model.

conclusionsThis mass spectrometry-based plasma biomarker test: has strong diagnostic performance; can accurately distinguish brain amyloid positive from amyloid negative individuals; may aid in the diagnostic evaluation process for Alzheimer's disease; and may enhance the efficiency of enrolling participants into Alzheimer's disease drug trials.

Indexed as

AgedAged, 80 and overAge FactorsAlzheimer DiseaseAmyloidAmyloid beta-PeptidesApolipoprotein E4Apolipoproteins EArea Under CurveBiomarkersBlood Specimen CollectionBrainBrain ChemistryChromatography, LiquidCohort StudiesFemaleAmyloidAmyloid beta-Peptidesamyloid beta-protein (1-40)amyloid beta-protein (1-42)Apolipoprotein E4Apolipoproteins EBiomarkersPeptide FragmentsAlzheimer’s diseaseNeurodegeneration, mass spectrometryPlasma biomarkers

Identifiers

PMID33933117
PMCPMC8088704
OpenAlexW3157305846

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.