ArticleFluids and barriers of the CNS2022
Human in silico trials for parametric computational fluid dynamics investigation of cerebrospinal fluid drug delivery: impact of injection location, injection protocol, and physiology.
Article in Fluids and barriers of the CNS, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
What it found
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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.
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
27 citing papers in PubMed, 45 citations in OpenAlex.
- From Design to Bedside: Brain-Targeted Engineered Nanoparticles and Predictive Modeling for Neurodegenerative Diseases Therapeutics.Pharmaceutical research · 2026Review
- Role of cerebroventricular size and surgical placement in modulating catheter flow distribution.Fluids and barriers of the CNS · 2026Article
- Patient-specific CFD modeling of CSF flow in Chiari I malformation: denticulate-ligament-induced compartmentalization explains flow patterns.Fluids and barriers of the CNS · 2026Article
- Modeling glioma-induced impairments on the glymphatic system.Fluids and barriers of the CNS · 2026Article
- A 3D non-human primate digital model for pharmacokinetic prediction of intra-cerebrospinal fluid drug neuraxial dispersion.Fluids and barriers of the CNS · 2025Article
- The Effect of Injection Parameters on Drug Distribution for Spinal Anesthesia: A Numerical Approach.Journal of clinical medicine · 2025Article
- On reduced-order modeling of drug dispersion in the spinal canal.Fluids and barriers of the CNS · 2025Article
- Computational and biological modeling of IGF1R inhibition for multifocal medulloblastoma.Communications medicine · 2025Article
- An In Vitro Platform for Pharmacokinetic Quantification and Optimization of Cerebrospinal Fluid Filtration and Drug Circulation.Journal of medical devices · 2025Article
- Application and Safety of Externally Controlled Metronomic Drug Delivery to the Brain by an Implantable Smart Pump in a Sheep Model.Neurosurgery · 2025Article
- Cerebrospinal fluid dynamics and subarachnoid space occlusion following traumatic spinal cord injury in the pig: an investigation using magnetic resonance imaging.Fluids and barriers of the CNS · 2025Article
- Quantitative Systems Pharmacology Development and Application in Neuroscience.Handbook of experimental pharmacology · 2025Review
- Case Report: Lateral C1-C2 puncture for intrathecal baclofen therapy: an alternative effective and safe approach after spinal cord injury.Frontiers in pain research (Lausanne, Switzerland) · 2025Article
- Integrating computational fluid dynamics into organ-on-chip systems: a glioblastoma-centred design and validation framework.Frontiers in bioengineering and biotechnology · 2025Review
- Numerical study of the effects of minor structures and mean velocity fields in the cerebrospinal fluid flow.Fluids and barriers of the CNS · 2024Article
- Article
- Evaluating the effect of injection protocols on intrathecal solute dispersion in non-human primates: an in vitro study using a cynomolgus cerebrospinal fluid system.Fluids and barriers of the CNS · 2024Article
- Effects of buoyancy on the dispersion of drugs released intrathecally in the spinal canal.Journal of fluid mechanics · 2024Article
- A perspective: neuraxial therapeutics in pain management: now and future.Frontiers in pain research (Lausanne, Switzerland) · 2024Article
- Metabolic regulation of microglial phagocytosis: Implications for Alzheimer's disease therapeutics.Translational neurodegeneration · 2023Review
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundIntrathecal drug delivery has a significant role in pain management and central nervous system (CNS) disease therapeutics. A fluid-physics based tool to assist clinicians in choosing specific drug doses to the spine or brain may help improve treatment schedules.
methodsThis study applied computational fluid dynamics (CFD) and in vitro model verification to assess intrathecal drug delivery in an anatomically idealized model of the human CSF system with key anatomic features of the CNS. Key parameters analyzed included the role of (a) injection location including lumbar puncture (LP), cisterna magna (CM) and intracerebroventricular (ICV), (b) LP injection rate, injection volume, and flush volume, (c) physiologic factors including cardiac-induced and deep respiration-induced CSF stroke volume increase. Simulations were conducted for 3-h post-injection and used to quantify spatial-temporal tracer concentration, regional area under the curve (AUC), time to maximum concentration (T
resultsCM and ICV increased AUC to brain regions by ~ 2 logs compared to all other simulations. A 3X increase in bolus volume and addition of a 5 mL flush both increased intracranial AUC to the brain up to 2X compared to a baseline 5 mL LP injection. In contrast, a 5X increase in bolus rate (25 mL/min) did not improve tracer exposure to the brain. An increase in cardiac and respiratory CSF movement improved tracer spread to the brain, basal cistern, and cerebellum up to ~ 2 logs compared to the baseline LP injection.
conclusionThe computational modeling approach provides ability to conduct in silico trials representative of CSF injection protocols. Taken together, the findings indicate a strong potential for delivery protocols to be optimized to reach a target region(s) of the spine and/or brain with a needed therapeutic dose. Parametric modification of bolus rate/volume and flush volume was found to have impact on tracer distribution; albeit to a smaller degree than injection location, with CM and ICV injections resulting in greater therapeutic dose to brain regions compared to LP. CSF stroke volume and frequency both played an important role and may potentially have a greater impact than the modest changes in LP injection protocols analyzed such as bolus rate, volume, and flush.
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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 Socratic graph.