Evidence map›Paper›PMID 34569188›Full record

ArticleInternational journal for numerical methods in biomedical engineering2022

Cerebrospinal fluid dynamics coupled to the global circulation in holistic setting: Mathematical models, numerical methods and applications.

Eleuterio Francisco Toro, Morena Celant, Qinghui Zhang, Christian Contarino, Nivedita Agarwal, Andreas Linninger, Lucas Omar Müller

Abstract read
In one paragraph

Article in International journal for numerical methods in biomedical engineering, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Vascular synthesis based on hemodynamic efficiency principle recapitulates measured cerebral circulation properties in the human brain.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2024
    Article
  6. A perspective: neuraxial therapeutics in pain management: now and future.Frontiers in pain research (Lausanne, Switzerland) · 2024
    Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Automated generation of 0D and 1D reduced-order models of patient-specific blood flow.International journal for numerical methods in biomedical engineering · 2022
    Article
  12. Article
  13. Article
  14. Article
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

7 authors.

Eleuterio Francisco ToroLaboratory of Applied Mathematics, DICAM, University of Trento, Trento, Italy.
Morena CelantDepartment of Mathematics, University of Trento, Trento, Italy.
Qinghui ZhangLaboratory of Applied Mathematics, DICAM, University of Trento, Trento, Italy.
Christian ContarinoDepartment of Mathematics, University of Trento, Trento, Italy.
Nivedita AgarwalRovereto Hospital, Italy.
Andreas LinningerDepartment of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, USA.ORCID 0000-0002-2694-630X
Lucas Omar MüllerDepartment of Mathematics, University of Trento, Trento, Italy.ORCID 0000-0003-1933-8995

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper presents a mathematical model of the global, arterio-venous circulation in the entire human body, coupled to a refined description of the cerebrospinal fluid (CSF) dynamics in the craniospinal cavity. The present model represents a substantially revised version of the original Müller-Toro mathematical model. It includes one-dimensional (1D), non-linear systems of partial differential equations for 323 major blood vessels and 85 zero-dimensional, differential-algebraic systems for the remaining components. Highlights include the myogenic mechanism of cerebral blood regulation; refined vasculature for the inner ear, the brainstem and the cerebellum; and viscoelastic, rather than purely elastic, models for all blood vessels, arterial and venous. The derived 1D parabolic systems of partial differential equations for all major vessels are approximated by hyperbolic systems with stiff source terms following a relaxation approach. A major novelty of this paper is the coupling of the circulation, as described, to a refined description of the CSF dynamics in the craniospinal cavity, following Linninger et al. The numerical solution methodology employed to approximate the hyperbolic non-linear systems of partial differential equations with stiff source terms is based on the Arbitrary DERivative Riemann problem finite volume framework, supplemented with a well-balanced formulation, and a local time stepping procedure. The full model is validated through comparison of computational results against published data and bespoke MRI measurements. Then we present two medical applications: (i) transverse sinus stenoses and their relation to Idiopathic Intracranial Hypertension; and (ii) extra-cranial venous strictures and their impact in the inner ear circulation, and its implications for Ménière's disease.

Indexed as

Magnetic Resonance ImagingModels, TheoreticalArteriesCerebrovascular CirculationHumansVeinsadvanced numerical methodscerebrospinal fluidcirculatory systemcranio-spinal fluid interactionmathematical modeling modelingneurological disorders

Identifiers

PMID34569188
PMCPMC9285081

What Socratic holds

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LicenceCC BY
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Registered trials

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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.