Jacob A Macdonald1, Kathan A Amin2, Philip A Corrado1, Christopher J Francois2, and Oliver Wieben1,2
1Medical Physics, University of Wisconsin - Madison, Madison, WI, United States, 2Radiology, University of Wisconsin - Madison, Madison, WI, United States
Synopsis
Many patients with repaired
Tetralogy of Fallot require additional pulmonary valve replacement surgery
later in life. Previous 4D flow MRI studies have suggested that right
ventricular kinetic energy may be a useful biomarker in this patient
population. In this long-term follow-up study, kinetic energy measurements
derived from 4D flow MRI were compared with each patient’s need for pulmonary
valve replacement surgery in the next decade. Patients who did not need surgery
showed significantly higher stroke volume index normalized by kinetic energy
than those who required surgery, suggesting this parameter may have some
prognostic value in this application.
Introduction
Tetralogy of Fallot (TOF) is the
most common congenital heart disease and accounts for 9-14% of all congenital
cardiovascular defects1. Most TOF patients undergo corrective
surgery in infancy, but many TOF patients require an additional pulmonary valve
replacement (PVR) later in life. The decision-making for this intervention is
guided through monitoring of the patient’s right ventricular ejection fraction
(RVEF) and RV end diastolic volume index (RV EDVindex). A recent
study2, however, has suggested that stroke volume index (SVindex)
normalized by right ventricular kinetic
energy (KE) as measured with 4D flow MRI, colloquially called RV KE ‘efficiency’
(RV KEE), may be more sensitive to differences in cardiac function between TOF
patients and healthy controls than traditional metrics. This ten year
follow-up study investigated the potential correlation of RV KE measurements
and the eventual need for PVR surgery in a small group of patients with
repaired Tetralogy of Fallot (rTOF).Methods
From 2008-2009, nine patients
(20.8±13.7 years at time of scanning; 4 male, 5 female) with rTOF underwent
cardiac imaging on either a 1.5 T (HDx, GE Healthcare) or 3.0 T (MR750, GE
Healthcare) MRI scanner, depending on clinical availability. 4D flow imaging
was performed with a radially undersampled phase contrast sequence (PC VIPR3,4)
and 2D cine bSSFP images were acquired in a short axis orientation for whole
heart coverage. The scan parameters for these sequences are presented in Figure
1. Using Segment5 (http://segment.heiberg.se), RV endocardial
borders were contoured for all cardiac frames and slices in the bSSFP images. RV EDVindex
and EF was calculated for each patient using these endocardial contours. Using
the method described by Gupta et al.6, the short-axis bSSFP images
were registered to the 4D flow imaging volume to apply the segmented RV mask from
bSSFP to the 4D flow data, as shown in Figure 2. RV KE and RV KEE was
calculated for each time frame. A medical record follow-up was performed on all
patients to identify who required PVR surgery in the last decade. T-tests were
used to determine any significant differences in RV EDVindex, RVEF, peak
systolic RV KE, and peak systolic RV KEE at the time of the initial MRI scan
between patients who did and did not eventually require additional surgery.Results
The bSSFP images could not be
registered to the 4D flow images in one patient due to differences in
respiratory state between acquisitions, prohibiting 4D flow KE analysis. Figure
3 shows RV EDVindex and RVEF distributions for both patient groups.
These metrics showed no significant differences between groups: RV EDVindex
was 73.0±44.9 mL/m2 in patients with no PVR surgery and
122.4±11.3 mL/m2 in those requiring PVR (p=0.19) while RVEF was 57±17%
and 51±7% respectively in these groups (p=0.6). Figure 4 shows RV KE and RV KEE
distributions during peak-systole for each group. While systolic RV KE also
showed non-significant differences (No surgery: 4.2±0.8 mJ, PVR: 3.0±1.0 mJ,
p=0.12), indexed systolic RV KEE demonstrated significant differences between
the two patient groups (No surgery: 9.2±4.8 mL/(m2mJ), PVR: 22.2±6.2
mL/(m2mJ), p=0.02).Discussion
In this limited sample size, SVindex
normalized by RV KE, or RV KEE, demonstrated greater statistical differences
between patients with rTOF who would eventually require PVR and those who would
not than conventional metrics such as RV EDVindex and RVEF. This
result, coupled with that from previous TOF studies2, suggest KE may
hold prognostic and diagnostic value in this population. Counterintuitively,
the TOF patients who eventually required surgery were those that demonstrated
higher RV KEE. Streamline visualizations in representative patients from both
groups (Figure 5) helped elucidate this result. Subjects requiring no additional
surgery demonstrated laminar streamlines traversing the entire RV during
systolic ejection whereas patients requiring eventual PVR featured slow,
unstructured flow in the region of the RV distal from the pulmonary valve. This
resulted in lower KE and higher KEE in these subjects, even though they
demonstrated abnormal flow patterns. This may suggest altered myocardial
contraction and highlights the limitations of KEE as a standalone metric. Future
work will follow-up on more subjects to increase the sample size of this work
and expand this analysis to include local myocardial strain assessment.Conclusion
Initial analysis from this
long-term follow-up study in patients with rTOF showed significant differences
in systolic RV KEE between patients who required PVR in the ten years following
their initial scan and those who did not. Significant differences were not
observed in clinical parameters such as EDVindex and EF, suggesting
KEE could be a useful prognostic biomarker in this patient population. Acknowledgements
No acknowledgement found.References
1.
Lloyd-Jones D, Adams RJ, Brown TM, et al. Heart disease and stroke
statistics-2010 update: a report from the American Heart Association.
Circulation. 2010; 121.
2.
Jeong D, Anagnostopoulos PV, Roldan-Alzate A, et al. Ventricular kinetic energy
may provide a novel noninvasive way to assess ventricular performance in
patients with repaired Tetralogy of Fallot. J Thorac Cardiovasc Surg. 2015;
149(5): 1339-1347.
3.
Gu T, Korosec FR, Block WF, Fain SB, et al. PC VIPR: a high-speed 3D
phase-contrast method for flow quantification and high-resolution angiography.
AJNR. 2005; 26(4): 743-749.
4.
Johnson KM, Lum DP, Turski PA, Block WF, et al. Improved 3D phase contrast MRI
with off-resonance corrected dual echo VIPR. MRM. 2008; 60(6): 1329-1336.
5.
Heiberg E, Sjogren J, Ugander M, et al. Design and Validation of Segment – a
Freely Available Software for Cardiovascular Image Analysis. BMC Medical
Imaging. 2010; 10(1).
6.
Gupta V, Bustamante M, Fredriksson A, et al. Improving Left Ventricular
Segmentation in Four-Dimensional Flow MRI Using Intramodality Image
Registration for Cardiac Blood Flow Analysis. MRM. 2018; 79(1): 554-560.