Sharmili Roy1, Dennis Lai-Hong Cheong1, Mary C. Stephenson1, Trina Kok1, Evelyn Laurens1, Joshua D. Schaefferkoetter1, John James Totman1, Vicky Koh2, Johann Tang2, Joseph Ng2, Jeffrey Low2, and Bok Ai Choo2
1A*Star-NUS Clinical Imaging Research Centre, Singapore, Singapore, 2National University Health System, Singapore, Singapore
Synopsis
Response assessment after radical radiation
therapy (RT) is typically performed months post treatment completion due to
confounding acute RT effects. This study presents feasibility and early results
on the ability of PET/MRI in visualizing early tumor changes in the cervix even
during RT. This could potentially provide actionable information for treatment
modifications prior to the completion of standard of care.
Purpose
Radiation therapy (RT), with
or without chemotherapy, is the standard of care in locally advanced cervical
cancer. Typically, response assessment takes place about two to three months post
treatment which makes it too late to change treatment strategy for
non-responders. This study aims to evaluate early tumor response by serial 18F-FDG integrated PET/MRI during treatment by qualitative
and semi-quantitative comparison of changes in anatomical and functional
parameters to assess whether any parameters can be used as independent
prognostic markers for complete response and disease-free survival.
Methods
This study was approved by Singapore NHG
Domain Specific Review Board. Three patients with histopathologically confirmed
cervical cancer and undergoing RT were enrolled in this prospective pilot study.
All patients received five and half weeks of daily external RT and four or five
insertions of ring (Vienna) or ovoid (Utrecht) based brachytherapy. Four multi-parametric
PET/MRI scans including dynamic contrast-enhance imaging (DCE) and diffusion
weighted imaging (DWI) were performed on each patient with written informed
consent. The first scan was obtained at baseline before treatment with 6mCi 18F-FDG,
the second and the third scans were performed just before the first and the
third brachytherapy insertions respectively with 3mCi 18F-FDG and the
fourth scan was done three months post treatment with 6mCi 18F-FDG.
The images were acquired on Biograph mMR 3T PET/MRI (Siemens Healthcare). All patients
fasted for at least six hours prior to each examination. Pelvic PET images were
acquired 60 minutes post injection. Gadolinium was used for DCE imaging.
The tumor lesions were contoured on T2-weighted
MR images and automatically mapped onto the inherently co-registered DCE, DWI
and PET images. For the later time-points when the lesion had shrunk, a contour
from a previous time-point was registered to the current time-point using an
image registration framework developed in-house [1]. Tumor volume, mean
apparent diffusion coefficient (ADC) using b-values of 100 and 800, the maximum
and mean standardized uptake values (SUV), metabolic target volume (MTV), total
lesion glycolysis (TLG) and Ktrans within the tumor sub-volume
were analyzed over the four time-points. For SUV, the PET images were
reconstructed using the iterative ordered-subset expectation maximization
algorithm, three iterations and 21 subsets, a Gaussian filter with 3.0 mm full
width at half maximum and a 344x344 image matrix. Automatic attenuation
correction was performed based on a four-compartment-model attenuation map. MTV
was obtained by applying a 40% of SUVmax iso-contour.
Results
Two patients have completed all four scans
and one patient is awaiting the last scan. Significant reductions in tumor
volume, MTV, SUV and TLG was observed between the baseline and the second scans
(Table 1). For one patient, there was a mid-treatment increase in SUV. This
patient had interstitial needle insertion as well during intracavitary
brachytherapy. The increase in SUV could also be attributed to confounding
peri-tumoral inflammation after brachytherapy and the increasing proximity of
the tumor to the bladder resulting in ROI mapping errors. For two patients,
mean ADC increased by more than 80% between the first and the second scans and
then came down to below 60% above baseline on the third scan. However, for the one
patient who had an increase in SUV mid-treatment, the mean ADC dropped by 28%
on the second scan and came back up only to 6% below baseline by the last scan.
Consistent patterns of alterations in the DCE parameters during treatment is
yet to be observed which is similar to [2]. Correlations between various
parameter changes is shown in figure 2. Figure 3. shows a sample metabolite
spectrum from a tumor lesion.
Discussion
We observe most significant reductions in
tumor volumes, MTV and TLG between baseline and post external beam radiotherapy.
Tumor uptake is expected to decrease with treatment and the ADC values are
expected to increase. However, in one case we observe that the SUV values
increased during treatment and ADC values decreased. This early findings from
the first three subjects provide interesting results and press the need for a
future study with larger datasets.
Conclusion
By assessing early tumor
response while within the treatment, this study hopes to facilitate treatment
changes early, such as dose escalation using brachytherapy or surgery after
completion of RT in cases where RT is ineffective in achieving complete
response.
Acknowledgements
This work has been partially funded by the NMRC
NUHS Centre Grant – Medical Image Analysis Core (NMRC/CG/013/2013).References
[1] Roy S et al. SPIE Medical
Imaging 2016 (in press),
[2] Subesinghe M et al. BMC Cancer 2015 15:137.