title: Wall shear stress at the initiation site of cerebral aneurysms.
abstract: Hemodynamics are believed to play an important role in the initiation of cerebral aneurysms. In particular, studies have focused on wall shear stress (WSS), which is a key regulator of vascular biology and pathology. In line with the observation that aneurysms predominantly occur at regions of high WSS, such as bifurcation apices or outer walls of vascular bends, correlations have been found between the aneurysm initiation site and high WSS. The aim of our study was to analyze the WSS field at an aneurysm initiation site that was neither a bifurcation apex nor the outer wall of a vascular bend. Ten cases with aneurysms on the A1 segment of the anterior cerebral artery were analyzed and compared with ten controls. Aneurysms were virtually removed from the vascular models of the cases to mimic the pre-aneurysm geometry. Computational fluid dynamics (CFD) simulations were created to assess the magnitude, gradient, multidirectionality, and pulsatility of the WSS. To aid the inter-subject comparison of hemodynamic variables, we mapped the branch surfaces onto a two-dimensional parametric space. This approach made it possible to view the whole branch at once for qualitative evaluation. It also allowed us to empirically define a patch for quantitative analysis, which was consistent among subjects and encapsulated the aneurysm initiation sites in our dataset. To test the sensitivity of our results, CFD simulations were repeated with a second independent observer virtually removing the aneurysms and with a 20 % higher flow rate at the inlet. We found that branches harboring aneurysms were characterized by high WSS and high WSS gradients. Among all assessed variables, the aneurysm initiation site most consistently coincided with peaks of temporal variation in the WSS magnitude.
authors.affiliation: CISTIB, Universitat Pompeu Fabra, Barcelona, Spain. ajgeers@gmail.com.
authors.forename: A J
authors.initials: AJ
authors.lastname: Geers
authors.affiliation: Medisys - Philips Research Paris, Paris, France.
authors.forename: H G
authors.initials: HG
authors.lastname: Morales
authors.affiliation: PLADEMA-CONICET, UNICEN, Tandil, Argentina.
authors.forename: I
authors.initials: I
authors.lastname: Larrabide
authors.affiliation: PhySense, Universitat Pompeu Fabra, Barcelona, Spain.
authors.forename: C
authors.initials: C
authors.lastname: Butakoff
authors.affiliation: Hôpitaux Universitaire de Genève et Faculté de Médecine de Genève, Geneva, Switzerland.
authors.forename: P
authors.initials: P
authors.lastname: Bijlenga
authors.affiliation: CISTIB, University of Sheffield, Sheffield, UK.
authors.forename: A F
authors.initials: AF
authors.lastname: Frangi
mesh_terms: D006439:Hemodynamics; D006801:Humans; D057446:Hydrodynamics; D002532:Intracranial Aneurysm / Q000473:pathology*; D008955:Models, Cardiovascular; D033081:Shear Strength; D013314:Stress, Mechanical
keywords: Aneurysm initiation; Cerebral aneurysms; Computational fluid dynamics; Flow pulsatility; Hemodynamics; Image-based modeling; Wall shear stress