title: Patient-specific in vitro models for hemodynamic analysis of congenital heart disease - Additive manufacturing approach.
abstract: Non-invasive hemodynamic assessment of total cavopulmonary connection (TCPC) is challenging due to the complex anatomy. Additive manufacturing (AM) is a suitable alternative for creating patient-specific in vitro models for flow measurements using four-dimensional (4D) Flow MRI. These in vitro systems have the potential to serve as validation for computational fluid dynamics (CFD), simulating different physiological conditions. This study investigated three different AM technologies, stereolithography (SLA), selective laser sintering (SLS) and fused deposition modeling (FDM), to determine differences in hemodynamics when measuring flow using 4D Flow MRI. The models were created using patient-specific MRI data from an extracardiac TCPC. These models were connected to a perfusion pump circulating water at three different flow rates. Data was processed for visualization and quantification of velocity, flow distribution, vorticity and kinetic energy. These results were compared between each model. In addition, the flow distribution obtained in vitro was compared to in vivo. The results showed significant difference in velocities measured at the outlets of the models that required internal support material when printing. Furthermore, an ultrasound flow sensor was used to validate flow measurements at the inlets and outlets of the in vitro models. These results were highly correlated to those measured with 4D Flow MRI. This study showed that commercially available AM technologies can be used to create patient-specific vascular models for in vitro hemodynamic studies at reasonable costs. However, technologies that do not require internal supports during manufacturing allow smoother internal surfaces, which makes them better suited for flow analyses.
authors.affiliation: Department of Mechanical Engineering, University of Wisconsin-Madison, USA. Electronic address: medero2@wisc.edu.
authors.forename: Rafael
authors.initials: R
authors.lastname: Medero
authors.affiliation: Department of Radiology, University of Wisconsin-Madison, USA.
authors.forename: Sylvana
authors.initials: S
authors.lastname: García-Rodríguez
authors.affiliation: Department of Radiology, University of Wisconsin-Madison, USA.
authors.forename: Christopher J
authors.initials: CJ
authors.lastname: François
authors.affiliation: Department of Mechanical Engineering, University of Wisconsin-Madison, USA; Department of Radiology, University of Wisconsin-Madison, USA.
authors.forename: Alejandro
authors.initials: A
authors.lastname: Roldán-Alzate
mesh_terms: D002648:Child; D003198:Computer Simulation; D003326:Coronary Circulation; D006330:Heart Defects, Congenital / Q000000981:diagnostic imaging / Q000503:physiopathology*; D006439:Hemodynamics; D006801:Humans; D057446:Hydrodynamics; D008279:Magnetic Resonance Imaging / Q000379:methods; D008297:Male; D008955:Models, Cardiovascular; D066230:Patient-Specific Modeling; D066330:Printing, Three-Dimensional
keywords: 4D flow; Additive manufacturing; Congenital heart disease; Magnetic resonance imaging; Total cavopulmonary connection