Abraham Bogachkov1, Kai Lin2, Ahmadreza Ghasemiesfe2, Amir Ali Rahsepar3, Bruce Spottiswoode3, Ben Freed4, Michael Markl2, James Carr2, and Jeremy Collins2
1Northwestern University Feinberg School of Medicine, Chicago, IL, United States, 2Radiology, Northwestern University, Chicago, IL, United States, 3Cardiovascular MR R&D, Siemens Healthcare, Chicago, IL, United States, 4Cardiology, Northwestern University, Chicago, IL, United States
Synopsis
Strain imaging at cardiac MR has been shown to
be a powerful tool in the pre-clinical detection of early cardiac dysfunction
in the heart failure population, but has been only minimally studied in
cardiotoxicity patients. This study evaluated a semi-automatic heart
deformation analysis (HDA) tool in the assessment of left ventricular myocardial
strain in patients with known cardiotoxicity, and found very good to excellent agreement
with global strain values calculated using displacement encoding with stimulated
echoes (DENSE). HDA analysis of conventional cine sequences has the potential
to play a significant role in the evaluation of patients at risk for
cardiotoxicity.Background
Cardiac function measures in patients with
cardiotoxicity are of prime importance as a gauge of disease severity and
progression. Strain imaging at cardiac MR (CMR) has been shown to be a powerful
tool in the pre-clinical detection of early cardiac dysfunction in the heart
failure population, but has been only minimally studied in the assessment of
cardiotoxicity patients. Displacement encoding with stimulated echoes (DENSE) CMR
imaging encodes tissue motion into the image phase, and has been previously
validated for the evaluation of regional myocardial strain with good spatial
and temporal resolution and low intraobserver and interobserver variability. Although
DENSE is an effective method of evaluating myocardial strain, downsides of this
approach include the requirement for dedicated acquisitions and time-intensive
post-processing. In contrast, heart deformation analysis (HDA) uses a
deformable image registration (DIR) algorithm to track myocardial motion on
balanced steady state free precession (bSSFP) cine images. Using an inverse
consistent DIR algorithm to recover deformation fields, this technique tracks
variations in myocardial deformation over time, generating myocardial strain
values. The purpose of this study is to compare radial and circumferential LV
strain values calculated via DENSE and HDA in patients with known
cardiotoxicity from breast-cancer chemotherapeutic agents.
Methods
The study cohort comprised 7 female prospectively-recruited
breast cancer patients (avg. age 54.6±14.3). CMR imaging was performed at 1.5 T (MAGNETOM Avanto,
Siemens Medical Systems, Erlangen, AG) using GRAPPA factor 2 acceleration. DENSE
myocardial strain analysis was performed using CIM heart deformation post-processing
prototype software (Auckland MRI Research Group, University of Auckland,
Auckland, NZ), and HDA analysis was done using semi-automatic prototype
software calculating Lagrangian strain from deformation field analysis (Siemens
Corp, Corporate Technology, Princeton, NJ). Left ventricular midwall global peak
and average segmental peak systolic radial and circumferential strains were
calculated from short-axis acquisitions for the base, mid-chamber, and apex. Strain
data between groups was compared using univariate analysis of variance (ANOVA)
to assess statistical equivalence, and the two methods were compared using
linear regression with associated R
2 values.
Results
Strain analysis was successful in all subjects. No
statistically significant difference (p < 0.05) was noted between mean global
peak or mean average-segmental peak strains between HDA and DENSE (Figure 1). The
R
2 values for linear regression of global peak radial and circumferential
strain values of HDA vs. DENSE were 0.48 and 0.63, and 0.77 and 0.65 for average-segmental
peak radial and circumferential strain values, respectively (Figure 2).
Discussion
This preliminary study validates the use of a
semi-automatic prototype HDA strain analysis tool in the assessment of
myocardial strain in cardiotoxicity patients. Specifically, mean peak global
and average segmental peak strain values generated with HDA analysis were found
to be statistically equivalent compared to DENSE derived strain data.
Furthermore, regression analysis of peak global and average segmental peak
strain values indicated a strong correlation between these two methods of
evaluating myocardial strain. Given the possibility that early changes in
myocardial strain may precede global changes in cardiac function, strain
analysis is positioned to play a significant role in evaluating patients for
early signs of cardiotoxicity.
Conclusion
Use of a semi-automatic prototype HDA strain
analysis tool in the assessment of myocardial strain yielded statistically
equivalent results compared to DENSE derived strain data. Work is ongoing to
elucidate a more defined clinical role for CMR in the evaluation of patients at
risk for myocardial injury from cardiotoxic medications.
Acknowledgements
No acknowledgement found.References
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