Evidence map›Paper›PMID 38458785›Full record

ArticleBMJ open2024

Developing blood-brain barrier arterial spin labelling as a non-invasive early biomarker of Alzheimer's disease (DEBBIE-AD): a prospective observational multicohort study protocol.

Beatriz Padrela, Amnah Mahroo, Mervin Tee, Markus H Sneve, Paulien Moyaert, Oliver Geier, Joost P A Kuijer, Soetkin Beun, Wibeke Nordhøy, Yufei David Zhu and 33 more

Open access · goldAbstract readClinical Trial Protocol
In one paragraph

Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
6.9field-weighted citation impact, top 3% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Review
  6. Inhibiting 15-PGDH blocks blood-brain barrier deterioration and protects mice from Alzheimer's disease and traumatic brain injury.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Biomarkers of blood-brain barrier and neurovascular unit integrity in human cognitive impairment and dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Review
  11. Review
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

43 authors at 18 institutions in 11 countries.

Beatriz PadrelaDepartment of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands b.estevespadrela@amsterdamumc.nl.ORCID 0000-0001-6836-9443
Amnah MahrooFraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
Mervin TeeNational University Health System, Singapore.
Markus H SneveCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Paulien MoyaertLawson Health Research Institute, London, Ontario, Canada.
Oliver GeierDepartment of Physics and Computational Radiology, Oslo University Hospital, Oslo, Norway.ORCID 0000-0003-3919-7579
Joost P A KuijerDepartment of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Soetkin BeunDepartment of Diagnostic Sciences, University Hospital Ghent, Gent, Belgium.
Wibeke NordhøyDepartment of Physics and Computational Radiology, Oslo University Hospital, Oslo, Norway.
Yufei David ZhuBiomedical Engineering, University of California Davis, Davis, California, USA.
Mareike A BuckFraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
Daniel C HoinkissFraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
Simon KonstandinFraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
Jörn HuberFraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
Julia WiersingaDepartment of Internal Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Roos RikkenAmsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Diederick de LeeuwAmsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Håkon GrydelandCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Lynette TippettThe University of Auckland School of Psychology, Auckland, New Zealand.
Erin E CawstonThe University of Auckland Department of Pharmacology and Clinical Pharmacology, Auckland, New Zealand.
Esin Ozturk-IsikBogazici University Institute of Biomedical Engineering, Istanbul, Turkey.
Jennifer LinnDepartment of Neurology, Faculty of Medicine, Babylon, Iraq.
Moritz BrandtDepartment of Neurology, Faculty of Medicine, Babylon, Iraq.
Betty M TijmsNeurology, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Elsmarieke M van de GiessenDepartment of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Majon MullerDepartment of Internal Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Anders FjellCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Kristine WalhovdCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Atle BjørnerudCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Lene PålhaugenDepartment of Neurology, Akershus University Hospital, Lorenskog, Norway.
Per SelnesDepartment of Neurology, Akershus University Hospital, Lorenskog, Norway.
Patricia ClementDepartment of Diagnostic Sciences, University Hospital Ghent, Gent, Belgium.
Eric AchtenDepartment of Diagnostic Sciences, University Hospital Ghent, Gent, Belgium.
Udunna AnazodoLawson Health Research Institute, London, Ontario, Canada.
Frederik BarkhofDepartment of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Saima HilalNational University Health System, Singapore.
Tormod FladbyDepartment of Neurology, Akershus University Hospital, Lorenskog, Norway.
Klaus EickelFraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
Catherine MorganThe University of Auckland School of Psychology, Auckland, New Zealand.
David L ThomasDepartment of Brain Repair and Rehabilitation, University College London, London, UK.
Jan PetrDepartment of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.
Matthias GüntherFraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
Henk J M M MutsaertsDepartment of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands.ORCID 0000-0003-0894-0307
Amsterdam UMC Location Vrije Universiteit Amsterdam · NLOslo University Hospital · NOFraunhofer Institute for Digital Medicine · DEUniversity of Oslo · NOGhent University Hospital · BEUniversity of Auckland · NZAmsterdam University Medical Centers · NLLawson Health Research Institute · CAUniversity College London · GBUniversity of Babylon · IQUniversity of Bremen · DEAkershus University Hospital · NOBoğaziçi University · TRHelmholtz-Zentrum Dresden-Rossendorf · DEHochschule Bremerhaven · DENational University Health System · SGNational University of Singapore · SGUniversity of California, Davis · US

Funding

UC Davis Clinical and Translational Science CenterUL1TR001860 · NCATS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI KENYON, NICHOLAS J., LYLES, COURTNEY REES · 2016 to 2025
$47.3M
UC Davis CTSC TL1 Administrative Supplement to Recognize Excellence in Diversity, Equity, Inclusion, and Accessibility MentorshipTL1TR001861 · NCATS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI MEDICI, VALENTINA · 2016 to 2025
$4.7M
NCATS NIH HHS TL1 TR001861NCATS NIH HHS UL1 TR001860
6 · The paper itself

Abstract

introductionLoss of blood-brain barrier (BBB) integrity is hypothesised to be one of the earliest microvascular signs of Alzheimer's disease (AD). Existing BBB integrity imaging methods involve contrast agents or ionising radiation, and pose limitations in terms of cost and logistics. Arterial spin labelling (ASL) perfusion MRI has been recently adapted to map the BBB permeability non-invasively. The DEveloping BBB-ASL as a non-Invasive Early biomarker (DEBBIE) consortium aims to develop this modified ASL-MRI technique for patient-specific and robust BBB permeability assessments. This article outlines the study design of the DEBBIE cohorts focused on investigating the potential of BBB-ASL as an early biomarker for AD (DEBBIE-AD). METHODS AND ANALYSIS: DEBBIE-AD consists of a multicohort study enrolling participants with subjective cognitive decline, mild cognitive impairment and AD, as well as age-matched healthy controls, from 13 cohorts. The precision and accuracy of BBB-ASL will be evaluated in healthy participants. The clinical value of BBB-ASL will be evaluated by comparing results with both established and novel AD biomarkers. The DEBBIE-AD study aims to provide evidence of the ability of BBB-ASL to measure BBB permeability and demonstrate its utility in AD and AD-related pathologies. ETHICS AND DISSEMINATION: Ethics approval was obtained for 10 cohorts, and is pending for 3 cohorts. The results of the main trial and each of the secondary endpoints will be submitted for publication in a peer-reviewed journal.

Indexed as

Alzheimer DiseaseCognitive DysfunctionBiomarkersBlood-Brain BarrierHumansMagnetic Resonance ImagingObservational Studies as TopicSpin LabelsBiomarkersSpin LabelsAgingDementiaMagnetic resonance imaging

Identifiers

PMID38458785
PMCPMC10928768
OpenAlexW4392767086

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.