Wilburn E Reddick1, Jared J Sullivan1, John O Glass1, Yian Guo2, Julie H Harreld1, Yimei Li2, Giles W Robinson3, Amar Gajjar3, and Thomas E Merchant4
1Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, TN, United States, 2Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, United States, 3Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States, 4Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States
Synopsis
The current reproducibility study evaluates 140 children treated for
medulloblastoma and 92 age-similar controls using TBSS analysis of FA and
dosimetry accounting for age. Treatment included surgery, post-operative
standard or high dose craniospinal irradiation and adjuvant chemotherapy. FA
measures at baseline after surgery but prior to therapy demonstrated an
immediate decrease due to tumor and surgery, which was then accentuated by
irradiation. A partial recovery of FA followed, which was attenuated in patients
receiving higher doses. These longitudinal profiles need to be considered when
conducting cross-sectional studies of patients at time points during or after
therapy.
INTRODUCTION:
A previous study comparing patients treated for medulloblastoma, stratified
into average- and high-risk groups, and age similar controls demonstrated that
patients had decreased fractional anisotropy (FA) at baseline, which then
increased following therapy but not to the level of the controls.1 As a reproducibility
study, we evaluated an independent cohort of patients treated for medulloblastoma
and compared results with earlier findings.METHODS:
Patients (N=140) with newly diagnosed medulloblastoma
were enrolled and imaged on a phase II therapeutic trial (NCT01878617) at a single
institution. All patients first underwent maximal tumor resection followed by risk-adapted
radiation therapy and adjuvant
chemotherapy stratified by a combination of molecular and clinical
factors. Patients were imaged at five time points: baseline following tumor
resection, after radiation therapy, immediately after adjuvant chemotherapy,
three months after adjuvant chemotherapy, and nine months after adjuvant
chemotherapy. Healthy age-similar controls (N=92) underwent three MRI
examinations one year apart. Treatment and imaging protocols were approved by
the Institutional Review Board, and written informed consent was obtained from the
patient, parent, or guardian, as appropriate for all patients and controls.
All DTI were performed on a 3.0T MRI scanner (Siemens
Medical Systems). For control subjects, DTI was acquired with four acquisitions
and 12 directions using a double-spin echo, EPI pulse sequence (FOV, 230 mm;
TR, 6500-8000 ms; TE, 120 ms; resolution, 1.8 x 1.8 x 3.0 mm with b = 700
s/mm2). Early patient DTI were acquired with two acquisitions and 30 directions
using a single-shot EPI sequence (FOV, 230 mm; TR, 14000 ms; TE, 120 ms;
resolution 1.8 x 1.8 x 2.0 mm; b = 700 s/mm2). Starting in 2016, acquisitions transitioned
to a multi-band EPI sequence with two reverse blip acquisitions and 64
directions (FOV, 230 mm; TR, 4000 ms; TE, 77.4 ms; MB, 4; resolution 1.8 x 1.8
x 1.8 mm; b = 1500 s/mm2). Radiation dosimetry maps were generated from the
therapy plans and registered to the DTI (Figure 1).
Tensor parameters
were calculated for each voxel using FMRIB’s Diffusion Toolbox (FDT) from FSL
and eigenvalues were combined to form FA maps.2 Voxel-wise statistical analysis of the FA
maps with corresponding individualized dosimetry maps were carried out using tract-based
spatial statistics (TBSS).3 A piece-wise statistical
approach was used to assess: a linear regression model of baseline FA, a linear
regression model of pre-post RT, and a linear mixed effects model from post-RT
to end of imaging (Figure 2). First analysis assessed baseline for
patients versus controls adjusting for age with Model 1. Second analysis
assessed the decrease in FA pre-post RT in relation to dose or age with Model 2. Third analysis addressed the linear longitudinal evolution of the FA
after irradiation. All hypotheses were tested using a likelihood ratio test.RESULTS:
In the baseline analysis, FA significantly
increased with baseline age in almost all voxels, but patients continue to have
significantly lower FA than controls in 93,486 voxels (89% of all voxels
tested) as shown in the previous study. The immediate changes over the radiation
therapy window demonstrated a significant decrease in FA values in 21,891 (21%)
of all voxels tested. Distributions of these voxels were primarily in the internal/external
capsule, corpus callosum, and corona radiata including the superior longitudinal
fasciculus (Figure 3). The immediate FA change was not significantly related to
either dose or baseline age. The longitudinal evolution of the FA after
irradiation showed that the change over time (slope) was significantly positive
in 8165 (7.8%) of all voxels tested, as shown in the previous study,
demonstrating a partial recovery of the FA in the period following irradiation
(Figure 4). While there was no significant impact of age on the FA recovery,
there was a significant negative interaction between dose and time such that
higher doses attenuated the rate of recovery in a total of 3087 (2.9%) voxels.
The distributions of these voxels were primarily in the cerebral peduncles,
internal capsule, posterior thalamic radiation, corpus callosum, and corona
radiata including the superior longitudinal fasciculus (Figure 5).DISCUSSION:
This study successfully replicated the primary findings of the previous
study in an independent cohort of pediatric patients treated for medulloblastoma.
Patients continue to demonstrate significantly decreased FA compared to
controls at baseline due to tumor and surgery. There is a significant decrease
in FA over the course of irradiation that is not related to age or dose. Patients
demonstrate a significant partial recovery of FA post-irradiation; however,
this recovery is attenuated in those who receive higher doses. These results
are consistent with white matter volume changes observed in pre-clinical
models.4 The results identified
several white matter tracts that are particularly vulnerable to damage. It will
be important to associate recovery of FA with neurocognitive performance in
these subjects. CONCLUSION:
Compared to controls, children treated for medulloblastoma have
decreased values of FA after surgery and craniospinal irradiation. Recovery of
FA values after treatment is partial and attenuated by higher radiation doses.
Tumor and therapy-related longitudinal changes in FA need to be considered when
conducting cross-sectional studies of patients at time points during or after
therapy for medulloblastoma.Acknowledgements
No acknowledgement found.References
1. Glass JO, Ogg
RJ, Hyun JW, et al. Disrupted development and integrity of frontal white matter
in patients treated for pediatric medulloblastoma. Neuro Oncol. 2017;19:
1408-1418.
2. Smith SM, Jenkinson
M, Woolrich MW, et al. Advances in functional and structural MR image analysis
and implementation as FSL. Neuroimage. 2004;23 Suppl 1: S208-219.
3. Smith SM,
Jenkinson M, Johansen-Berg H, et al. Tract-based spatial statistics: voxelwise
analysis of multi-subject diffusion data. Neuroimage. 2006;31: 1487-1505.
4. Nieman BJ, de
Guzman AE, Gazdzinski LM, et al. White and Gray Matter Abnormalities After
Cranial Radiation in Children and Mice. Int J Radiat Oncol Biol Phys. 2015;93:
882-891.