Evidence map›Paper›PMID 41992328›Full record

ArticleFluids and barriers of the CNS2026

Mechanistic multiphysics modeling reveals how blood pulsation drives CSF flow, pressure, and brain deformation under physiological and injection conditions.

Zhuogen Li, Keyu Feng, Hector Gomez

Abstract read
In one paragraph

Article in Fluids and barriers of the CNS, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Zhuogen LiSchool of Mechanical Engineering, Purdue University, 585 Purdue Mall, West Lafayette, IN, 47906, USA.
Keyu FengSchool of Mechanical Engineering, Purdue University, 585 Purdue Mall, West Lafayette, IN, 47906, USA.
Hector GomezSchool of Mechanical Engineering, Purdue University, 585 Purdue Mall, West Lafayette, IN, 47906, USA. hectorgomez@purdue.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Intrathecal (IT) injection is an effective way to deliver drugs to the brain bypassing the blood-brain barrier (BBB). To evaluate and optimize IT drug delivery, it is necessary to understand the cerebrospinal fluid (CSF) dynamics in the central nervous system (CNS). In combination with experimental measurements, computational modeling plays an important role in reconstructing CSF flow in the CNS. Existing models have provided valuable insights into the CSF dynamics; however, most neglect the effects of tissue mechanics, focus on partial geometries, or rely on measured CSF flow rates under specific conditions, leaving full-CNS CSF flow field predictions across different physiological states underexplored. Here, we propose a comprehensive multiphysics computational model of the CNS with three key features: (1) it is implemented on a fully closed geometry of CNS; (2) it includes the interaction between CSF and poroelastic tissue as well as the compliant spinal dura mater; (3) it has potential for predictive simulations because it only needs data on cardiac blood pulsation into the brain. Our simulations under physiological conditions demonstrate that our model reproduces key features of CSF pulsation, including the craniocaudal attenuation and phase shift of CSF flow along the spinal subarachnoid space (SAS). When applied to the simulation of IT drug delivery, our model successfully captures the intracranial pressure (ICP) elevation during injection and subsequent recovery after injections. The proposed multiphysics model provides a unified and extensible framework that allows parametric studies of CSF flow dynamics and optimization of IT injections, serving as a strong foundation for integration of additional physiological mechanisms.

Indexed as

BrainCerebrospinal FluidCerebrospinal Fluid PressureComputer SimulationModels, BiologicalAnimalsHumansInjections, SpinalSubarachnoid SpaceCentral nervous systemCerebrospinal fluidFinite element methodMultiphysics modelPoroelasticitySpinal dura materSubarachnoid spaces

Identifiers

PMID41992328
PMCPMC13088591

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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 OpenQuestion graph.