Delphine Perie-Curnier1, Mohamed Aissiou1, Louise Leleu1, Farida Cheriet2, Tarik Hafyane3, Maja Krajinovic4, Caroline Laverdiere4, Daniel Sinnett4, Gregor Andelfinger4, and Daniel Curnier5
1Mechanical Engineering, Polytechnique Montreal, Montreal, QC, Canada, 2Computing and software engineering, Polytechnique Montreal, Montreal, QC, Canada, 3Research Center, Montreal Heart Institute, Montreal, QC, Canada, 4Research Center, CHU Sainte-Justine, Montreal, QC, Canada, 5Kinesiology, University of Montreal, Montreal, QC, Canada
Synopsis
The
aim of this study was to evaluate T1 pre- and post-gadolinium enhancement and
T2 relaxation times sensitivity to detect myocardial changes induced by
doxorubicin-based chemotherapy in childhood acute lymphoblastic leukemia
survivors. Myocardial changes such as increased fibrosis index and injury due to
associated changes in myocardial free water content
were found between risk groups of cancer survivors, suggesting T2,
post-gadolinium T1 and particularly the partition coefficient as early indices
for myocardial tissue damages in the onset of doxorubicin-induced
cardiotoxicity.
These computing tools will be pivotal in patient follow-up to anticipate
pathology evolution.
Introduction
The use of T1
and T2 relaxation times allows
detection of multiple tissue damages,
based on hydrogen proton spin relaxation
in different tissues. Within the heart, T1 is
used to detect the presence of diffuse fibrosis while T2
is used to detect cardiac ischemia [1-3].
Contrast enhanced T1 imaging is one of the most expected to
early detect doxorubicin-induced cardiotoxicity [4,5]. Reported changes with
cardiotoxicity include the induction of reactive oxygen species, cellular
apoptosis, diffuse fibrosis, premature ventricular contraction, extracellular
matrix disorganization and other dose-dependent cardiomyopathies that may
affect the cardiac function. The aim of this study was to evaluate T1
pre- and post-gadolinium enhancement and T2 relaxation times sensitivity to
detect myocardial changes induced by doxorubicin-based chemotherapy in
childhood acute lymphoblastic leukemia (cALL) survivors.Methods
Eighty-nine
cALL survivors (23±7 years old) were prospectively included Three groups were
defined according to their prognostic risk: standard risk (SR, n=22), high risk
(HR, n=30) and high risk group who received a cardioprotective agent (HRdex, n=37).
Healthy subjects (n=10, 26±4 years old) were also included. The CMR
acquisitions were performed on a Siemens Skyra 3T MR system using a 18-channel
phased array body matrix coil and
included a
MOLLI sequence for T1 mapping and a T2-prepared TrueFISP sequence for T2
mapping (pixel resolution 1.4mmx1.4mmx8.0mm ) at apical, mid-ventricular
and basal levels. Post-gadolinium T1 was
acquired on cALL survivors only using Gadovist at 10-15 min post injection. Myocardial
contours were semi-automatically segmented using an interactive implementation
of cubic Bezier curves (Figure 1). The T1 maps were generated using phase
sensitive inversion recovery fitting using a three parameter signal model with
motion correction. Pixel-wise myocardial T2-maps were
generated using unsupervised curve-fitting based on a two-parameter equation
with motion correction. We also evaluated the
partition coefficient (λ) of gadolinium. Statistical comparison
was done using a one-way analysis of variance on the mean relaxation times for
each myocardial segment to compare the different groups of volunteers and a two-way
analysis of variance for repeated measure to analyze the interactions between
segments and groups.
Results
No
differences were observed in native T1 between groups (Figure 2, p=0.65).
Post-gadolinium T1 was lower in the HR group and higher in the SR group as
compared to the HRdex group (Figure 3, p<0.001). Partition coefficient of
gadolinium was smaller in the HV group and higher in the HRdex group as
compared to the HR or SR group (Figure 4, p<0.001). These differences were
distributed over the whole myocardial area rather than within specific
myocardial segments. T2 was higher in the HR or SR group as compared to the
HRdex group (Figure 5, p=0.02).Discussion
A
robust method using skeleton-based segmentation was developed (intra class
coefficient for repeatability of 0.91 for native T1, 0.84 for post-gadolinium
T1 and 0.79 for T2). Both T1 and T2 maps were mostly noise-free within left
ventricular and septal areas. The
decrease in post-gadolinium T1 in the HR group might be related to myocardial
diffuse fibrosis or fibrosis scar. Higher partition
coefficient in cALL survivors than in healthy volunteers may suggest the
presence of a reduced perfusion function. The partition coefficient of
gadolinium also determines the fibrosis index, thus increased in cALL survivors.
T2 changes might be related to infarcted myocardium, acute ischaemic or
non-ischaemic injury due to associated changes in myocardial free water content.Conclusion
Myocardial changes
were found between risk groups of cALL survivors in terms of T2,
post-gadolinium T1 and partition coefficient. The use of T1 and T2 relaxation
times, particularly the partition coefficient, as early indices for myocardial
tissue damages in the onset of doxorubicin-induced cardiotoxicity should be further
investigated along with multivariate analysis including several factors such as
sex, age, cumulative dose of doxorubicin, cardiac output, ventricular pressure,
myocardium contractility, myocardium passive mechanical properties, physical
activity history of the patient… These computing tools
will be pivotal in patient follow-up to anticipate pathology evolution,
especially in children where disease progression and maturation make early
cardiac sequelae detection challenging.Acknowledgements
Cole Foundation,
NSERC (Discovery grant and CREATE-MEDITIS Program), FRQNT (team grant) and CIHR
(team grant) for the financial support.References
1 Giri S, Chung YC,
Merchant A, et al. T2 quantification for improved detection of myocardial
edema. JCMR 2009;11:56.
2. Verhaert D,
Thavendiranathan P, Giri S, et al. Direct T2 quantification of myocardial edema
in acute ischemic injury. JACC: Cardiovascular Imaging 2011;4(3):269-278.
3. Ferreira VM,
Piechnik SK, Dall’Armellina E, et al. Non-contrast T1-mapping detects acute
myocardial edema with high diagnostic accuracy: a comparison to T2-weighted
cardiovascular magnetic resonance. JCMR 2012;14(1):42.
4. Perel RD, Slaughter
RE, Strugnell WE. Subendocardial late gadolinium enhancement in two patients
with anthracycline cardiotoxicity following treatment for Ewing's sarcoma. JCMR
2006;8(6):789-791.
5. Wassmuth R, Lentzsch
S, Erdbruegger U, et al. Subclinical cardiotoxic effects of anthracyclines as
assessed by magnetic resonance imaging-a pilot study. American heart journal
2001;141(6):1007-1013.