Evidence map›Paper›PMID 41888420›Full record

ArticleBiomechanics and modeling in mechanobiology2026

Computational fluid dynamics assessment of altered hemodynamics in the Circle of Willis during acute ischemic stroke and the impact of cerebral collateral development.

Cody Kubicki, Scott Simon, Keefe B Manning

Abstract read
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Article in Biomechanics and modeling in mechanobiology, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Cody KubickiDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA.ORCID http://orcid.org/0009-0003-6271-2556
Scott SimonDepartment of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA.ORCID http://orcid.org/0000-0003-4766-1810
Keefe B ManningDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA. kbm10@psu.edu.ORCID http://orcid.org/0000-0001-9029-5217

Funding

Modeling of Acute Ischemic Stroke for Improving Mechanical ThrombectomyR01HL146921 · NHLBI · PENNSYLVANIA STATE UNIVERSITY, THE · PI Francesco Costanzo, Brent Craven · 2020 to 2026
$3.3M
Cross-Disciplinary Neural Engineering (CDNE) Training ProgramT32NS115667 · NINDS · PENNSYLVANIA STATE UNIVERSITY, THE · PI GLUCKMAN, BRUCE J · 2021 to 2025
$1.1M
NHLBI NIH HHS R01 HL146921NIH HHS 5T32NS115667NIH HHS HL146921NINDS NIH HHS T32 NS115667
6 · The paper itself

Abstract

Cerebral collateral assessment has become a common metric for treatment planning in acute ischemic stroke patients due to clinical evidence that well-developed collateral networks are correlated with favorable patient outcomes for reperfusion therapies, such as intravenous thrombolytics and mechanical thrombectomy. However, the mechanisms driving these outcome disparities are not well clarified. In the present study, a computational model is used to help clarify these mechanisms by assessing the Circle of Willis hemodynamics during middle cerebral artery occlusion with different levels of collateral development present. The results showed that middle cerebral artery occlusion causes up to a 30% increase in systemic mean arterial pressure, but the increase is less severe in cases with better collateralization, and cases with well-developed collaterals had up to a 66% lower pressure drop across the clot compared to the cases with poor collateral development. The ipsilateral collateral flow increased up to 20-fold following occlusion, which elevated blood flow and mixing distal to the occlusion. These results indicate that cerebral collaterals serve multiple functions that are important to consider in stroke cases. First, collaterals compensate for part of the lost blood flow to the affected brain region by permitting retrograde flow toward the distal end of the occluded vessel. Second, collaterals reduce the pressure forces on the clot, which can improve the susceptibility to reperfusion therapies. Overall, this study shows that we can leverage our unique computational model to better understand the importance of cerebral collateral circulation during stroke and the influence of collaterals on therapeutic outcomes.

Indexed as

Circle of WillisCollateral CirculationComputer SimulationHemodynamicsHydrodynamicsIschemic StrokeStrokeCerebrovascular CirculationHumansInfarction, Middle Cerebral ArteryAcute ischemic strokeCerebral hemodynamicsComputational fluid dynamicsEndovascular thrombectomyLeptomeningeal collateral circulationThrombolytic therapy

Identifiers

PMID41888420
PMCPMC13021737

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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.