Evidence map›Paper›PMID 27903281›Full record

ArticleFluids and barriers of the CNS2016

Improving the clinical management of traumatic brain injury through the pharmacokinetic modeling of peripheral blood biomarkers.

Aaron Dadas, Jolewis Washington, Nicola Marchi, Damir Janigro

Open access · goldAbstract readValidation Study
In one paragraph

Article in Fluids and barriers of the CNS, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed, 2 pooled it
2.8field-weighted citation impact, top 9% 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

25 citing papers in PubMed, 2 syntheses or guidelines pooled it, 46 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Article
  5. Systemic Inflammation after Aneurysmal Subarachnoid Hemorrhage.International journal of molecular sciences · 2023
    Review
  6. S100B, Actor and Biomarker of Mild Traumatic Brain Injury.International journal of molecular sciences · 2023
    Review
  7. Article
  8. Hypoxemia increases blood-brain barrier permeability during extreme apnea in humans.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2022
    Article
  9. Article
  10. Tau kinetics in Alzheimer's disease.Frontiers in aging neuroscience · 2022
    Article
  11. Review
  12. Review
  13. Article
  14. Observational
  15. Article
  16. Article
  17. Article
  18. Observational
  19. Review
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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

4 authors at 4 institutions in 2 countries.

Aaron DadasFlocel Inc., Cleveland, OH, 44103, USA.
Jolewis WashingtonFlocel Inc., Cleveland, OH, 44103, USA.
Nicola MarchiLaboratory of Cerebrovascular Mechanisms of Brain Disorders, Institut de Génomique Fonctionnelle, Université Montpellier, Montpellier, France.
Damir JanigroFlocel Inc., Cleveland, OH, 44103, USA. djanigro@flocel.com.ORCID http://orcid.org/0000-0002-9645-0318
Cleveland Community College · USJohn Carroll University · USThe Ohio State University · USUniversité de Montpellier · FR

Funding

Neurovascular Unit on a Chip: Regional Chemical Communication, Drug and Toxin ResponsesUH3TR000491 · NCATS · VANDERBILT UNIVERSITY · PI GHOSH, CHAITALI, JANIGRO, DAMIR · 2014 to 2016
$3.8M
Neurovascular Unit on a Chip: Chemical Communication, Drug and Toxin ResponsesUH2TR000491 · NCATS · VANDERBILT UNIVERSITY · PI JANIGRO, DAMIR, NISWENDER, KEVIN D · 2012 to 2013
$2.2M
Drug brain biotransformation in human refractory epilepsyR01NS078307 · NINDS · CLEVELAND CLINIC LERNER COM-CWRU · PI GHOSH, CHAITALI, MARCHI, NICOLA · 2012 to 2016
$1.7M
MECHANISMS OF MULTIDRUG RESISTANCER01NS043284 · NINDS · CLEVELAND CLINIC LERNER COL/MED-CWRU · PI JANIGRO, DAMIR · 2002 to 2005
$1.3M
Development of a BBB model to study transendothelial cell migrationR42MH093302 · NIMH · FLOCEL, INC. · PI JANIGRO, DAMIR · 2012 to 2013
$1.0M
Serum markers of football-related brain concussions: a pilot studyR21NS077236 · NINDS · CLEVELAND CLINIC LERNER COM-CWRU · PI JANIGRO, DAMIR · 2011 to 2012
$393k
Development of predictive in vitro model of drug absorption across the human BBBR21HD057256 · NICHD · CLEVELAND CLINIC LERNER COM-CWRU · PI JANIGRO, DAMIR · 2009 to 2010
$391k
Development of a BBB Model to Study Transendothelial Cell MigrationR41MH093302 · NIMH · FLOCEL, INC. · PI JANIGRO, DAMIR · 2010 to 2011
$158k
NCATS NIH HHS UH2 TR000491NCATS NIH HHS UH3 TR000491NICHD NIH HHS R21 HD057256NIMH NIH HHS R41 MH093302NIMH NIH HHS R42 MH093302NINDS NIH HHS R01 NS043284NINDS NIH HHS R01 NS078307NINDS NIH HHS R21 NS077236
6 · The paper itself

Abstract

backgroundBlood biomarkers of neurovascular damage are used clinically to diagnose the presence severity or absence of neurological diseases, but data interpretation is confounded by a limited understanding of their dependence on variables other than the disease condition itself. These include half-life in blood, molecular weight, and marker-specific biophysical properties, as well as the effects of glomerular filtration, age, gender, and ethnicity. To study these factors, and to provide a method for markers' analyses, we developed a kinetic model that allows the integrated interpretation of these properties.

methodsThe pharmacokinetic behaviors of S100B (monomer and homodimer), Glial Fibrillary Acidic Protein and Ubiquitin C-Terminal Hydrolase L1 were modeled using relevant chemical and physical properties; modeling results were validated by comparison with data obtained from healthy subjects or individuals affected by neurological diseases. Brain imaging data were used to model passage of biomarkers across the blood-brain barrier.

resultsOur results show the following: (1) changes in biomarker serum levels due to age or disease progression are accounted for by differences in kidney filtration; (2) a significant change in the brain-to-blood volumetric ratio, which is characteristic of infant and adult development, contributes to variation in blood concentration of biomarkers; (3) the effects of extracranial contribution at steady-state are predicted in our model to be less important than suspected, while the contribution of blood-brain barrier disruption is confirmed as a significant factor in controlling markers' appearance in blood, where the biomarkers are typically detected; (4) the contribution of skin to the marker S100B blood levels depends on a direct correlation with pigmentation and not ethnicity; the contribution of extracranial sources for other markers requires further investigation.

conclusionsWe developed a multi-compartment, pharmacokinetic model that integrates the biophysical properties of a given brain molecule and predicts its time-dependent concentration in blood, for populations of varying physical and anatomical characteristics. This model emphasizes the importance of the blood-brain barrier as a gatekeeper for markers' blood appearance and, ultimately, for rational clinical use of peripherally-detected brain protein.

Indexed as

Models, CardiovascularAgingBiomarkersBlood-Brain BarrierBrain Injuries, TraumaticDisease ManagementDisease ProgressionFemaleGlial Fibrillary Acidic ProteinHumansInfant, NewbornKidneyMaleMiddle AgedProspective StudiesRacial GroupsBiomarkersGlial Fibrillary Acidic ProteinS100B protein, humanS100 Calcium Binding Protein beta SubunitUbiquitin ThiolesteraseUCHL1 protein, humanGlomerular filtrationPhysiologically-based pharmacokinetic modelPrecision medicineSerum markersTraumatic brain injury

Identifiers

PMID27903281
PMCPMC5402680
OpenAlexW2557274378

What OpenQuestion holds

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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.