Cerebrospinal fluid dynamics coupled to the global circulation in holistic setting: Mathematical models, numerical methods and applications.
Eleuterio Francisco ToroMorena CelantQinghui ZhangChristian ContarinoNivedita AgarwalAndreas A LinningerLucas Omar MüllerPublished in: International journal for numerical methods in biomedical engineering (2021)
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 Muller-Toro mathematical model. It includes one-dimensional (1D), non-linear systemsof 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 systemsof 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 systemsof 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.
Keyphrases
- cerebrospinal fluid
- blood pressure
- endothelial cells
- healthcare
- magnetic resonance imaging
- drug delivery
- skeletal muscle
- randomized controlled trial
- electronic health record
- minimally invasive
- systematic review
- contrast enhanced
- big data
- brain injury
- artificial intelligence
- computed tomography
- machine learning
- water soluble