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

Authors :
Nagy, Jozsef
Fenz, Wolfgang
Thumfart, Stefan
Maier, Julia
Major, Zoltan
Stefanits, Harald
Gollwitzer, Maria
Oberndorfer, Johannes
Stroh, Nico
Giretzlehner, Michael
Sonnberger, Michael
Gruber, Andreas
Rauch, Philip-Rudolf
Gmeiner, Matthias
Source :
Scientific Reports. 1/14/2025, Vol. 15 Issue 1, p1-14. 14p.
Publication Year :
2025

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20452322
Volume :
15
Issue :
1
Database :
Academic Search Index
Journal :
Scientific Reports
Publication Type :
Academic Journal
Accession number :
182239845
Full Text :
https://doi.org/10.1038/s41598-024-85066-9