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Longitudinal automated assessments of myocardial strain from cine MR in cancer patients receiving cardiotoxic chemotherapy
Journal of Cardiovascular Magnetic Resonance volume 18, Article number: O81 (2016)
The use of chemotherapy for the treatment of cancer is associated with cardiovascular injuries and is most commonly monitored with assessments of left ventricular ejection fraction (EF) . Often, EF changes are detected quite late; myocardial strain may identify early, subclinical changes in myocardial injury prior to a decline in EF. Recently, it has been possible to measure myocardial strain directly from cine images without the need for tagged images. We performed a longitudinal study to determine (1) the feasibility of assessing myocardial strain from cine images with automated analysis and (2) if subclinical changes in myocardial contractility can be observed with this new technique in patients receiving cardiotoxic chemotherapies.
Segmented SSFP cine imaging was performed on a 1.5T Magnetom Avanto (Siemens Healthcare GmbH, Erlangen) in a total of 57 patients (70% treated with anthracyclines). A baseline scan was acquired after cancer diagnosis and prior to chemotherapy initiation. A second scan was acquired after three months of chemotherapy treatment. Myocardial contours were automatically generated on the short axis slices with a prototype (Trufi Strain, Siemens Healthcare GmbH, Erlangen) based on an previously described automatic algorithm using deformable registration [2, 3]. Peak circumferential Lagrangian strain at the midline inside the myocardium in the mid-ventricular slice is then automatically calculated from the tracked myocardial contours. Left ventricular volume and EF were quantified using the same contours. CMR values from the baseline visit and the 3-month visit were then compared using paired t-tests in SAS (SAS Institute Inc, Cary, NC).
Eight out of the 114 automatic contouring (7%) were unsuccessful and these cases were not considered for further evaluation; a total of 49 paired assessments were thus included in analyses (Figure 1). Myocardial strain became less negative (changing from -18.7 ± 2.6 to -17.4 ± 2.9 [p = 0.0054]) following chemotherapy. Left ventricular EF decreased from 62.1 ± 8.2% to 59.7 ± 7.7% during this same time period (p = 0.0457). As shown in Figure 2, changes in myocardial strain were inversely associated with subclinical decreases in left ventricular EF (r = -0.53, p < 0.0001).
These results demonstrate that automated analysis of myocardial strain with deformable registration is feasible in clinical applications. Furthermore, we observed a decrease in circumferential strain after only 3-months of cardiotoxic chemotherapy treatment in the setting of preserved and mildly reduced EF.
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Jolly, MP., Jordan, J.H., Hamilton, C.A. et al. Longitudinal automated assessments of myocardial strain from cine MR in cancer patients receiving cardiotoxic chemotherapy. J Cardiovasc Magn Reson 18, O81 (2016). https://doi.org/10.1186/1532-429X-18-S1-O81
- Ejection Fraction
- Circumferential Strain
- Short Axis Slice
- Myocardial Strain
- Deformable Registration