title: Inflow/Outflow Boundary Conditions for Particle-Based Blood Flow Simulations: Application to Arterial Bifurcations and Trees.
abstract: When blood flows through a bifurcation, red blood cells (RBCs) travel into side branches at different hematocrit levels, and it is even possible that all RBCs enter into one branch only, leading to a complete separation of plasma and RBCs. To quantify this phenomenon via particle-based mesoscopic simulations, we developed a general framework for open boundary conditions in multiphase flows that is effective even for high hematocrit levels. The inflow at the inlet is duplicated from a fully developed flow generated in a pilot simulation with periodic boundary conditions. The outflow is controlled by adaptive forces to maintain the flow rate and velocity gradient at fixed values, while the particles leaving the arteriole at the outlet are removed from the system. Upon validation of this approach, we performed systematic 3D simulations to study plasma skimming in arterioles of diameters 20 to 32 microns. For a flow rate ratio 6:1 at the branches, we observed the "all-or-nothing" phenomenon with plasma only entering the low flow rate branch. We then simulated blood-plasma separation in arteriolar bifurcations with different bifurcation angles and same diameter of the daughter branches. Our simulations predict a significant increase in RBC flux through the main daughter branch as the bifurcation angle is increased. Finally, we demonstrated the effectiveness of the new methodology in simulations of blood flow in vessels with multiple inlets and outlets, constructed using an angiogenesis model.
authors: Institute of Computational Science, Faculty of Informatics, University of Lugano, Lugano, Switzerland.
authors: Kirill
authors: K
authors: Lykov
authors: Division of Applied Mathematics, Brown University, Providence, Rhode Island, United States of America.
authors: Xuejin
authors: X
authors: Li
authors: Pacific Northwest National Laboratory, Richland, Washington, United States of America.
authors: Huan
authors: H
authors: Lei
authors: Institute of Computational Science, Faculty of Informatics, University of Lugano, Lugano, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland.
authors: Igor V
authors: IV
authors: Pivkin
authors: Division of Applied Mathematics, Brown University, Providence, Rhode Island, United States of America.
authors: George Em
authors: GE
authors: Karniadakis
mesh_terms: D001158:Arteries / Q000502:physiology*; D001783:Blood Flow Velocity / Q000502:physiology*; D019295:Computational Biology; D003198:Computer Simulation; D004912:Erythrocytes / Q000502:physiology*; D006801:Humans; D021621:Imaging, Three-Dimensional; D008833:Microcirculation / Q000502:physiology*; D008955:Models, Cardiovascular