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PMID: 39809833 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Fluid structure Interaction analysis for rupture risk assessment in patients with middle cerebral artery aneurysms.

Scientific reports ·Vol. 15 ·No. 1 ·2025-00-14 ·页码 1965

Nagy J, Fenz W, Thumfart S, Maier J, Major Z, Stefanits H, Gollwitzer M, Oberndorfer J, Stroh N, Giretzlehner M, Sonnberger M, Gruber A, Rauch PR, Gmeiner M

Abstract

Accurate rupture risk assessment is essential for optimizing treatment decisions in patients with cerebral aneurysms. While computational fluid dynamics (CFD) has provided critical insights into aneurysmal hemodynamics, most analyses focus on blood flow patterns, neglecting the biomechanical properties of the aneurysm wall. To address this limitation, we applied Fluid-Structure Interaction (FSI) analysis, an integrative approach that simulates the dynamic interplay between hemodynamics and wall mechanics, offering a more comprehensive risk assessment. In this study, we used advanced FSI techniques to investigate the rupture risk of middle cerebral artery bifurcation (MCA) aneurysms, analyzing a cohort of 125 patients treated for a MCA aneurysm at Kepler University Hospital, Linz, Austria. Multivariate analysis identified two significant rupture predictors: High Equivalent Stress Area (HESA; p = 0.049), which quantifies stress distribution relative to the aneurysm surface, and Gaussian curvature (GLN; p = 0.031), which captures geometric complexity. We also introduce the HGD index, a novel composite metric combining HESA, GLN, and Maximum Wall Displacement, designed to enhance predictive accuracy. With a threshold of 0.075, the HGD index exhibited excellent diagnostic performance; in internal validation, 24 of 25 ruptured aneurysms surpassed this threshold, yielding a sensitivity of 0.96. In a 5-fold cross validation the reliability of results was confirmed. Our findings demonstrate that the HGD index provides superior rupture risk stratification compared to conventional single-parameter models, offering a more robust tool for the assessment of complex aneurysmal structures. Further multicenter studies are warranted to refine and validate the HGD index, advancing its potential for clinical application and improving patient outcomes.

Keywords
Cerebral aneurysm Fluid-structure Interaction Middle Cerebral Artery Rupture risk
MeSH 主题词
Humans Intracranial Aneurysm/physiopathology,pathology Male Female Aneurysm, Ruptured/physiopathology Risk Assessment Middle Aged Middle Cerebral Artery/physiopathology,pathology Hemodynamics Aged Hydrodynamics Models, Cardiovascular Adult
作者与单位
共 14 位作者,点击展开单位 / ORCID
Nagy Jozsef
eulerian-solutions e.U., Leonfeldnerstraße 245, Linz, Austria.
Fenz Wolfgang
Unit Medical Informatics, RISC Software GmbH, Softwarepark 32a, Hagenberg, Austria.
Thumfart Stefan
Unit Medical Informatics, RISC Software GmbH, Softwarepark 32a, Hagenberg, Austria.
Maier Julia
Institute of Polymer Product Engineering, Johannes Kepler University Linz, Altenberger Strasse 69, Linz, Austria.
Major Zoltan
Institute of Polymer Product Engineering, Johannes Kepler University Linz, Altenberger Strasse 69, Linz, Austria.
Stefanits Harald
Department of Neurosurgery, Kepler University Hospital and Johannes Kepler University Linz, Wagner-Jauregg Weg 15, 4020 Linz and Altenbergerstrasse 69, Linz, 4040, Austria.
Gollwitzer Maria
Department of Neurosurgery, Kepler University Hospital and Johannes Kepler University Linz, Wagner-Jauregg Weg 15, 4020 Linz and Altenbergerstrasse 69, Linz, 4040, Austria.
Oberndorfer Johannes
Department of Neurosurgery, Kepler University Hospital and Johannes Kepler University Linz, Wagner-Jauregg Weg 15, 4020 Linz and Altenbergerstrasse 69, Linz, 4040, Austria.
Stroh Nico
Department of Neurosurgery, Kepler University Hospital and Johannes Kepler University Linz, Wagner-Jauregg Weg 15, 4020 Linz and Altenbergerstrasse 69, Linz, 4040, Austria.
Giretzlehner Michael
Unit Medical Informatics, RISC Software GmbH, Softwarepark 32a, Hagenberg, Austria.
Sonnberger Michael
Institute of Neuroradiology, Kepler University Hospital, Johannes Kepler University, Linz, Austria.
Gruber Andreas
Department of Neurosurgery, Kepler University Hospital and Johannes Kepler University Linz, Wagner-Jauregg Weg 15, 4020 Linz and Altenbergerstrasse 69, Linz, 4040, Austria. | Clinical Research Institute for Neurosciences, Faculty of Medicine, Johannes Kepler University Linz, Wagner-Jauregg Weg 15, Linz, 4020, Austria.
Rauch Philip-Rudolf
Department of Neurosurgery, Kepler University Hospital and Johannes Kepler University Linz, Wagner-Jauregg Weg 15, 4020 Linz and Altenbergerstrasse 69, Linz, 4040, Austria. [email protected].
Gmeiner Matthias
Department of Neurosurgery, Kepler University Hospital and Johannes Kepler University Linz, Wagner-Jauregg Weg 15, 4020 Linz and Altenbergerstrasse 69, Linz, 4040, Austria. | Clinical Research Institute for Neurosciences, Faculty of Medicine, Johannes Kepler University Linz, Wagner-Jauregg Weg 15, Linz, 4020, Austria.
Article Info
Journal
Scientific reports
Abbr.
Sci Rep
ISSN
2045-2322
Corresponding email
Published
2025-00-14
电子出版
2025-00-14
页码
1965
Language
English
Country/Region
England
NLM ID
101563288
基金资助
Österreichische Forschungsförderungsgesellschaft · FO999895610
Österreichische Forschungsförderungsgesellschaft,Austria · 872604
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