title: Realistic non-Newtonian viscosity modelling highlights hemodynamic differences between intracranial aneurysms with and without surface blebs.
abstract: Most computational fluid dynamic (CFD) simulations of aneurysm hemodynamics assume constant (Newtonian) viscosity, even though blood demonstrates shear-thinning (non-Newtonian) behavior. We sought to evaluate the effect of this simplifying assumption on hemodynamic forces within cerebral aneurysms, especially in regions of low wall shear stress, which are associated with rupture. CFD analysis was performed for both viscosity models using 3D rotational angiography volumes obtained for 26 sidewall aneurysms (12 with blebs, 12 ruptured), and parametric models incorporating blebs at different locations (inflow/outflow zone). Mean and lowest 5% values of time averaged wall shear stress (TAWSS) computed over the dome were compared using Wilcoxon rank-sum test. Newtonian modeling not only resulted in higher aneurysmal TAWSS, specifically in areas of low flow and blebs, but also showed no difference between aneurysms with or without blebs. In contrast, for non-Newtonian analysis, bleb-bearing aneurysms showed significantly lower 5% TAWSS compared to those without (p=0.005), despite no significant difference in mean dome TAWSS (p=0.32). Non-Newtonian modeling also accentuated the differences in dome TAWSS between ruptured and unruptured aneurysms (p<0.001). Parametric models further confirmed that realistic non-Newtonian viscosity resulted in lower bleb TAWSS and higher focal viscosity, especially when located in the outflow zone. The results show that adopting shear-thinning non-Newtonian blood viscosity in CFD simulations of intracranial aneurysms uncovered hemodynamic differences induced by bleb presence on aneurysmal surfaces, and significantly improved discriminant statistics used in risk stratification. These findings underline the possible implications of using a realistic model of blood viscosity in predictive computational hemodynamics.
authors.affiliation: Cerebrovascular and Endovascular Division, Department of Neurosurgery, Tufts Medical Center, Tufts University School of Medicine, Boston, MA 02111, United States.
authors.forename: James E
authors.initials: JE
authors.lastname: Hippelheuser
authors.affiliation: Cerebrovascular and Endovascular Division, Department of Neurosurgery, Tufts Medical Center, Tufts University School of Medicine, Boston, MA 02111, United States.
authors.forename: Alexandra
authors.initials: A
authors.lastname: Lauric
authors.affiliation: Cerebrovascular and Endovascular Division, Department of Neurosurgery, Tufts Medical Center, Tufts University School of Medicine, Boston, MA 02111, United States.
authors.forename: Alex D
authors.initials: AD
authors.lastname: Cohen
authors.affiliation: Cerebrovascular and Endovascular Division, Department of Neurosurgery, Tufts Medical Center, Tufts University School of Medicine, Boston, MA 02111, United States. Electronic address: amalek@tuftsmedicalcenter.org.
authors.forename: Adel M
authors.initials: AM
authors.lastname: Malek
mesh_terms: D000368:Aged; D000792:Angiography; D001768:Blister; D001809:Blood Viscosity; D006439:Hemodynamics; D006801:Humans; D002532:Intracranial Aneurysm / Q000097:blood*; D008875:Middle Aged; D008954:Models, Biological; D012306:Risk; D013314:Stress, Mechanical
keywords: Blebs; Intracranial aneurysms; Newtonian; Non-Newtonian fluid; Wall shear stress