ArticleFluids and barriers of the CNS2016
Improving the clinical management of traumatic brain injury through the pharmacokinetic modeling of peripheral blood biomarkers.
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.
What it found
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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.
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Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it, 46 citations in OpenAlex.
- GFAP and S100B: What You Always Wanted to Know and Never Dared to Ask.Frontiers in neurology · 2022Pooled it
- Peripheral Blood and Salivary Biomarkers of Blood-Brain Barrier Permeability and Neuronal Damage: Clinical and Applied Concepts.Frontiers in neurology · 2020Pooled it
- MALDI-TOF Mass Spectrometry for Glioblastoma Secretome Biomarker Screening: A Review of Challenges and Perspectives.Current issues in molecular biology · 2026Review
- Pathophysiological pathways of post-traumatic stress disorder in relation to traumatic brain injury: An observational cross-sectional study.SAGE open medicine · 2025Article
- Systemic Inflammation after Aneurysmal Subarachnoid Hemorrhage.International journal of molecular sciences · 2023Review
- S100B, Actor and Biomarker of Mild Traumatic Brain Injury.International journal of molecular sciences · 2023Review
- Prognostic properties of the association between the S-100B protein levels and the mean cerebral blood flow velocity in patients diagnosed with severe traumatic brain injury.Biomedical reports · 2022Article
- 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 · 2022Article
- Diagnostic biomarker kinetics: how brain-derived biomarkers distribute through the human body, and how this affects their diagnostic significance: the case of S100B.Fluids and barriers of the CNS · 2022Article
- Tau kinetics in Alzheimer's disease.Frontiers in aging neuroscience · 2022Article
- Blood biomarkers for mild traumatic brain injury: a selective review of unresolved issues.Biomarker research · 2021Review
- Biomarkers for Traumatic Brain Injury: Data Standards and Statistical Considerations.Journal of neurotrauma · 2021Review
- A Kinetic Model for Blood Biomarker Levels After Mild Traumatic Brain Injury.Frontiers in neurology · 2021Article
- Influence of Blood-Brain Barrier Integrity on Brain Protein Biomarker Clearance in Severe Traumatic Brain Injury: A Longitudinal Prospective Study.Journal of neurotrauma · 2020Observational
- Significance and Diagnostic Accuracy of Early S100B Serum Concentration after Aneurysmal Subarachnoid Hemorrhage.Journal of clinical medicine · 2020Article
- Rapid optofluidic detection of biomarkers for traumatic brain injury via surface-enhanced Raman spectroscopy.Nature biomedical engineering · 2020Article
- Is Salivary S100B a Biomarker of Traumatic Brain Injury? A Pilot Study.Frontiers in neurology · 2020Article
- A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury.Journal of neurotrauma · 2019Observational
- Breakdown of blood brain barrier as a mechanism of post-traumatic epilepsy.Neurobiology of disease · 2019Review
- The role and diagnostic significance of cellular barriers after concussive head trauma.Concussion (London, England) · 2018Review
Corrections and comments
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Authors and funding
4 authors at 4 institutions in 2 countries.
Funding
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.
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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.