Evidence map›Paper›PMID 40674304›Full record

ArticlePloS one2025

Accurate full-scale patient-specific Circle of Willis models including aneurysms: A novel manufacturing approach.

Jan Gottfried Minkenberg, Lara Bender, Christiane Franz, Rebecca May, Omid Nikoubashman, Martin Wiesmann, Thorsten Sichtermann

Abstract read
In one paragraph

Article in PloS one, 2025. 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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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

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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

7 authors.

Jan Gottfried MinkenbergDepartment of Diagnostic and Interventional Neuroradiology, University Hospital RWTH Aachen, Aachen, Germany.ORCID https://orcid.org/0000-0001-6926-810X
Lara BenderDepartment of Diagnostic and Interventional Neuroradiology, University Hospital RWTH Aachen, Aachen, Germany.
Christiane FranzDepartment of Diagnostic and Interventional Neuroradiology, University Hospital RWTH Aachen, Aachen, Germany.ORCID https://orcid.org/0000-0002-4301-8150
Rebecca MayDepartment of Diagnostic and Interventional Neuroradiology, University Hospital RWTH Aachen, Aachen, Germany.
Omid NikoubashmanDepartment of Diagnostic and Interventional Neuroradiology, University Hospital RWTH Aachen, Aachen, Germany.
Martin WiesmannDepartment of Diagnostic and Interventional Neuroradiology, University Hospital RWTH Aachen, Aachen, Germany.
Thorsten SichtermannDepartment of Diagnostic and Interventional Neuroradiology, University Hospital RWTH Aachen, Aachen, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAccurate physical replicas of the Circle of Willis (CoW) are valuable for planning neuroendovascular interventions, validating computational simulations, evaluating medical devices and training physicians. Existing methods often replicate only segments of the CoW or lack geometric precision, which is critical for realistic hemodynamic simulations.

objectiveWe introduce a novel, cost-effective manufacturing approach to create full-scale, patient-specific CoW models using fused deposition modeling (FDM) 3D printing and lost core silicone casting. We aim to evaluate the accuracy and reproducibility of this manufacturing process.

methodsA patient-specific 3D model of the CoW with four saccular aneurysms was generated from time-of-flight magnetic resonance angiography (TOF-MRA) data. Three identical models were printed using FDM with acrylonitrile styrene acrylate (ASA) for the vascular structure and butenediol vinyl alcohol co-polymer (BVOH) as a water-soluble support material. The printed models were encased in a clear silicone block and the ASA core was then dissolved using acetone. Computed tomography (CT) scans were used to assess geometric accuracy through cloud-to-mesh distance calculations and centerline analysis.

resultsThe median absolute surface deviation between the replicas and the initial model was approximately 309 µm for the entire CoW, with interquartile ranges (IQR) between 360 µm and 444 µm. The aneurysm surfaces exhibited lower deviations, averaging 90 µm. Centerline analysis showed median absolute deviations in vessel radius ranging from 48 µm to 114 µm across key vascular pathways. Statistical analysis confirmed minimal discrepancies between replicas and the initial model. Each replica costs approximately €100 in materials and requires five days to produce.

conclusionThe manufacturing approach produces accurate, reproducible full-scale, patient-specific CoW models, including four aneurysms. This method simplifies the production process, reduces costs and maintains high geometric accuracy, making it suitable for hemodynamic studies, device evaluation, and clinical training.

Indexed as

Circle of WillisIntracranial AneurysmModels, AnatomicHumansMagnetic Resonance AngiographyPrinting, Three-Dimensional

Identifiers

PMID40674304
PMCPMC12270141

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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.