Alejandro Roldán-Alzate1,2, Eric Schrauben3,4, Oliver Wieben2,3, and Christopher J Francois2
1Mechanical Engineering, University of Wisconsin - Madison, Madison, WI, United States, 2Radiology, University of Wisconsin - Madison, Madison, WI, United States, 3Medical Physics, University of Wisconsin - Madison, Madison, WI, United States, 4Centre for Advanced MRI, Auckland, New Zealand
Synopsis
The purpose of this study was to evaluate changes in blood flow and kinetic
energy distribution between inspiration and expiration in TCPC patients for
assessing efficiency of the system using 4D flow MRI. Six TCPC patients were imaged using a PC-VIPR scheme
that allows for double gating to the ECG and respiratory cycles providing flow
data for separate respiratory phases. Results exhibit greater
respiratory-induced flow changes within a single subject than previous work has
shown in the same analysis performed on healthy controls, suggesting that
respiration plays a larger role in regulating flow in these patients.PURPOSE
The purpose of
this study was to evaluate the changes in
blood flow and kinetic energy distribution between inspiration and expiration
plateaus in TCPC patients using 4D flow MRI.
BACKGROUND
Altered hemodynamics in total cavopulmonary
connection (TCPC), a palliation of single ventricle defects, results in
long-term complications, such as decreased exercise capacity, arrhythmia, and
ventricular failure
1. Non-invasive hemodynamic evaluation of TCPC
has been an important clinical challenge. Several studies have tried to
understand and predict specific flow features using a combination of
patient-specific MRI data and computational tools to develop more realistic
numerical and physical models. Most numerical studies have based their analyses
of TCPC efficiency on energy loss calculations, but assumptions such as rigid
walls, unchanged
flow between respiration phases and
idealized flow conditions might affect accuracy and hinder clinical
applicability
2. 4D flow MRI using radial projections (PC-VIPR
3)
allows for flexible retrospectively sorting of data due to intrinsic
oversampling of central k-space and pseudo-random sampling trajectories. The purpose
of this study was to evaluate changes in blood flow and kinetic energy
distribution between inspiration and expiration plateaus in TCPC and single
ventricle patients for assessing efficiency of the system using 4D flow MRI.
METHODS
In
this IRB-approved and HIPAA-compliant study six (6) patients with TCPC (2M/4F, 24
± 5.9 years old, 59.8 ± 7 kg) were imaged on a 3T system (Discovery MR750, GE
Healthcare) using PC-VIPR prescribed over a large chest imaging volume (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: 11
minutes 30 seconds). In recent work, we developed a scheme that allows for double
gating to the ECG and respiratory cycles based on the bellows signal to provide
a cardiac series of flow data for separate respiratory phases
4,5. After
a moving average filter was applied to the respiratory waveform to subdivide
data into two sets: above (inspiration) and below (expiration) the moving
average bellows signal, a 40% acceptance threshold above and below the moving
average for each respiratory cycle was applied to mitigate potential motion during
active respiration. This window was chosen to mimic our standard prospective expiration
respiratory gating in which data is only acquired during the lower 40-50% of
the bellows signal. The two image sets were exported to an advanced
visualization software package (EnSight, CEI). Metrics of total flow (mL/min)
and peak kinetic energy (KE=mv
2 [mJ]) were computed from the velocity vectors at each plane for both
respiration plateaus at the inferior (IVC) and superior (SVC) venae cava as
well as the right (RPA) and left (LPA) pulmonary arteries (Fig1). Percentage
change in flow and kinetic energy was calculated as ((Expiration–Inspiration)/Expiration)*100. Between-plateau
differences at each measurement location were assessed using Student’s paired
t-tests and were considered significant at the 5% level (p < 0.05).
RESULTS
High-quality angiograms as well as flow distribution
visualizations were achieved in all patients (Fig2). Across all patients, no significant
differences in kinetic energy or flow were found between inspiration and
expiration in any of the vessels. Figures 3 and 4 show the flow and kinetic
energy results respectively for the six patients. In these figures the lines
connect the measurements at inspiration (left) and expiration (right).
Percentage change in blood flow and kinetic energy between expiration and
inspiration are shown in Table 1.
DISCUSSION and CONCLUSION
Though
no statistical differences in blood flow or kinetic energy were found in any of
the vessels in the TCPC, there were large patient specific variations and high
variability in the respiratory effects in blood flow and kinetic energy. Interestingly,
the changes in kinetic energy were more marked than those in flow, suggesting
that even though the intrathoracic pressure changes in the different
respiratory phases do not largely influence the blood flow, it changes the
acceleration of the fluid within the vessels. These results exhibit greater
respiratory-induced flow changes within a single subject than previous work has
shown in the same analysis performed on healthy controls, suggesting that
respiration plays a larger role in regulating flow in these patients
5.
Future work will focus on direct comparisons between these subject groups Recently
published data using real-time 2D PC2 suggested significant changes
in blood flow in the IVC and SVC in the TCPC patients. We expect the addition
of more TCPC subjects into this data to strengthen these results. In
conclusion, future studies using 4D flow MRI and computational fluid dynamics
simulations in TCPC subjects must take into account patient specific respiratory
variations when determining the boundary conditions.
Acknowledgements
We gratefully
acknowledge funding by AHA grant 14SDG19690010 (AR), NIH grant 2R01HL072260 and
GE Healthcare for their assistance and support.References
REFERENCES: 1.
Khairy et al. Circulation 2008. 2. Körperich et al Eur Heart J 2014. 3. Johnson et al. JMRI 2008. 4. Schrauben
et al. JMRI 2014. 5. Schrauben et al. ISMRM 2015