Christopher J Francois1, Zachary Borden1, Sylvana Garcia-Rodriguez1, Jon Wrobel1, and Alejandro Roldan-Alzate1
1Radiology, University of Wisconsin - Madison, Madison, WI, United States
Synopsis
This
study investigated the effects of 3D printing technology on flow rates in patient-specific
total cavo-pulmonary connection models. 4D flow MRI was used to quantify flow
through the Fontan, Glenn, left pulmonary artery and right pulmonary artery in
three models at four different flow rates. No statistically significant
differences in flow in any of the regions of interest were observed.PURPOSE
To assess differences in flow through patient-specific
total cavo-pulmonary connection (TCPC) models made with three different
three-dimensional (3D) printing techniques using four-dimensional,
flow-sensitive magnetic resonance imaging (4D flow MRI).
BACKGROUND
The use of 3D printing to create patient-specific
models is becoming more widely adopted, including complex congenital heart
disease(1), as the technology becomes more ubiquitous and less expensive. There
are now a variety of 3D printing techniques commercially available, including
stereolithography (SLA), selective laser sintering (SLS), and fused deposition
modeling (FDM). There are substantial differences between each of these
technologies with respect to their printing resolution, material properties,
and costs. The impact of different printing resolutions and material properties
on quantitative 4D flow MRI measurements in TCPC are unknown. In this study, we
compared in vitro 4D flow MRI measurements in three different models to
determine if there are any significant differences between these methods.
METHODS
Patient
specific models: Three physical models of TCPC were created using 3D printing
according to an IRB-approved and HIPAA-compliant protocol. The TCPC was
segmented from images acquired as part of a clinical cardiac MRI study in
MIMICs (Materialise, Leuven, Belgium). The segmented TCPC volume was saved in
STL format and printed using either an SLS (DTM Sinterstation 2500CI ATC) or FDM
(Makerbot Replicator) 3D printer (Figure 1). Two FDM models were printed and
one was imaged as is with residual support material within the lumen of the
model and one model treated with acetone to remove the support material and
smooth the internal surfaces.
In vitro
MRI: Polyethylene tubing was attached to the inlets and outlets of the TCPC and
then connected to a perfusion pump (Stockert
SIII Heart-Lung Machine). MRI was
performed on a clinical 3T scanner (GE Discovery MR 750, Waukesha, WI) with a 32-channel phase array body coil. 4D flow MRI
was performed with a 5-pt radial-undersampled technique (PC-VIPR with
following parameters: FOV = 32 x 32 x 32 cm3, TR/TE = 5.5/2.3 ms, α
= 15°, Venc = 150 cm/s, projection number ≈ 22000, 16 reconstructed cardiac
time frames, scan time: 5 minutes 15 seconds. Each TCPC
model was imaged separately secured in a saline bath as water was pumped through
the TCPC models at four different flow rates (1, 2, 3, and 4 L/min), resulting
in 12 4D flow MRI data sets.
Analysis: The 4D flow MRI data was segmented and quantified in Ensight
(CEI, Inc., Apex, NC) (Figure 1). Flow (L/min) in the inferior vena cava
(Fontan), superior vena cava (Glenn), left pulmonary artery (LPA), and right
pulmonary artery (RPA) were quantified at each flow rate. Differences in flow
in each of the regions of interest between the different models were calculated
at each flow rate.
RESULTS AND DISCUSSION
4D flow MRI data was successfully acquired at each
flow rate in all three models. No significant differences in net flow
measurements were observed (Figure 2). Differences in flow through the Fontan,
Glenn, LPA, and RPA are summarized in the plots in Figures 3-5. Differences in
net flow measured with 4D flow MRI in the different models ranged from -0.04 to
0.04 L/min. Although net flow was not significantly different between the
different models, it is feasible that more complex hemodynamic parameters such
as wall shear stress, pressure distributions, and energy dissipation could
reveal more significant differences.
CONCLUSION
The fact that measured flow rates through the Fontan,
Glenn, LPA, and RPA of these three different 3D printed models were not
different implies that creating patient specific models for future in vitro
studies can be conducted using readily available and relatively inexpensive 3D
printing technology. Future studies are required to determine if more complex hemodynamic
parameters such as wall shear stress, pressure distributions, and energy dissipation
reveal more significant differences between these additive manufacturing techniques.
Acknowledgements
We gratefully acknowledge
funding from the AHA (14SDG19690010, AR) and research support from Department of Radiology R&D, School of Medicine and Public Health Shapiro Summer Research Program, and GE Healthcare.References
1.
Roldan-Alzate
A, et al. J Biomech 2015;48:1325.