Ben R Dickie1, Duncan Forster1, Abigail Bryce-Atkinson2,3, Izabelle Lövgren2,3, Azadeh Abravan4, Marcel van Herk2,3, and Kaye Williams5
1Division of Informatics, Imaging and Data Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK, Manchester, United Kingdom, 2Division of Cancer Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK, Manchester, United Kingdom, 3Department of Radiotherapy Related Research, The Christie NHS Foundation Trust, Manchester, United Kingdom, Manchester, United Kingdom, 4Division of Cancer Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK, Manchester, UT, United Kingdom, 5Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK, Manchester, United Kingdom
Synopsis
Keywords: Neurodegeneration, Radiotherapy
Approximately
50-90% of patients that survive treatment for brain tumours experience
dementia-like cognitive impairments. Here we use MRI and behavioural testing to
assess longitudinal changes to brain macro- and microstructure and cognitive
dysfunction following hemi-brain radiotherapy. We show shrinkage of cortical and hippocampal regions in the irradiated hemisphere, and expansion of cortical
tissue in the non-irradiated hemisphere relative to non-irradiated control
mice. Brain microstructure was also changed including increases in gray
matter diffusivity,
and decreases in white matter fractional anisotropy. Changes on MRI were
accompanied by early and persistent deficits in novel object recognition.
Introduction
Radiation-induced neurocognitive
decline, such as reductions
in processing speed, executive function, and
verbal fluency have become more
relevant toxicities in recent years as the number of long-term survivors
following brain radiotherapy has increased1. Approximately
50-90% of patients who survive past 6 months experience dementia-like cognitive
impairments2,3, significantly
worsening quality of life.
There is evidence from rodent and human
studies of the detrimental effects of radiotherapy on the brain, such as brain
atrophy, demyelination of white matter, and loss of dendritic spines in gray
matter. To help establish tools to assess therapies that aim to ameliorate
neurotoxicity, we have developed a longitudinal imaging and behavioural
pipeline in mice. In this study, we applied this pipeline to track
macrostructural, microstructural, and neurocognitive changes after single-dose
hemi-brain radiotherapy. Methods
Twenty male C57BL6 mice aged 6 months were randomised into untreated
control (n = 10) and radiotherapy (n = 10) groups. Animals were scanned using
MRI at 2 months, 4 months, and 6 months following radiotherapy (or sham
radiotherapy). Mice were subject to novel object recognition tests at baseline,
1 week, 1 month, and monthly thereafter up to 6 months post-radiotherapy. All experimental procedures were carried
out in accordance with the U.K Animals (Scientific Procedures) Act 1986 and EU
Directive 2010/63/EU.
Mice were anaesthetised and irradiated on a Small Animal Radiation Research
Platform (SARRP) (XSTRAHL, US) using cone beam CT image-guidance. A single
dose of 20Gy was delivered to the right hemisphere at 220kV and 13mA for
approx. 7 minutes using a 5x5mm square collimator.
MRI was performed on an Agilant 7T 16cm bore magnet
interfaced to a Bruker Avance III console. To monitor geometrical brain changes, T2-weighted TurboRARE
images were acquired with
TR/TE = 3592/35 ms, NEX = 10, Echo spacing = 11.6 ms, RARE factor = 8, matrix
size = 256 x 256, 20 slices, slice thickness 0.375 mm, voxel size = 0.078 x
0.078 mm. To monitor microstructural changes to
brain tissue, high angular resolution
PGSE EPI data were acquired with TR/TE = 2000/31.5 ms, 4 EPI segments, voxel
size of 0.21x0.21x0.75 mm3, 10 axial slices, 20 gradient directions
at b = 300 s/mm2, 40 gradient directions at b = 700 s/mm2,
60 gradient directions at b = 2000 s/mm2 and for each shell 5 b = 0
s/mm2 images. FSL’s
eddy_openmp was applied to remove subject motion and eddy current-induced
distortion. FSLs DTI-FIT command was used to estimate mean diffusivity (MD) and
fractional anisotropy (FA) maps. The AMICO toolbox was used to fit the NODDI
model4 to derive maps of orientation dispersion index (ODI),
intracellular volume fraction (FICVF), and isotropic diffusion fraction (FISO).
Geometrical changes of brain tissue between timepoints were
determined by deformable registration5 as shown in Figure 1A. To
facilitate group-level analyses, deformation fields were normalised to the
standard space of a randomly selected reference mouse. The Jacobian determinant
(JD) was computed from the transformed deformation fields, providing a measure
of brain shrinkage (JD < 1) or expansion (JD >1) in standard space. DTI
and NODDI maps were similarly transformed into standard space. All registration
was done in NiftyReg (version 1.3.9). Voxelwise group-level analyses were
performed in SPM using p-value threshold of 0.05 without FWE correction, and
cluster threshold of 20 voxels. Results
Radiotherapy
led to brain shrinkage in the cortex, hippocampus and deep gray matter (Figure
1B). Cortical atrophy was predominantly localised to the irradiated side, and
was more prevalent at 6 months compared to 4 months. Unexpectedly, brain
expansion occurred in the striatum and cortex of non-irradiated cortex and was
most evident at 4 months post RT.
All DTI and
NODDI parameters were affected by radiotherapy, but changes were transitory
(Figure 2A-C). Profound MD and FICVF effects were detected at 4 months in the
cortex and deep gray matter (increased MD, decreased FICVF) (Figure 2A). Decreases
in FA (and increases in ODI) localised to the cortex and corpus callosum (Figure
2B) and increases in FISO localised to ventricular regions were observed, both present
2 months after radiotherapy (Figure 2C).
Irradiated
mice suffered from deficit in NOR relative to control mice from 1 week after
radiotherapy, which persisted for 6 months post radiotherapy (Figure 3; p <
0.0001). Control mice also exhibited a small reduction in NOR with time, presumably
due to ageing.Discussion
We show that hemi-brain radiotherapy leads to brain
shrinkage in the cortex and hippocampal regions of the irradiated hemisphere,
and expansion of cortical regions in the non-irradiated hemisphere, while
microstructural changes are unilateral and appear to affect both gray (increased
MD and decreased FICVF) and white matter (decreased FA, increased ODI). Effects
on microstructural parameters were transitory, and had varying timescales. We
hypothesize these effects may result from altered immune cell populations
associated with the neuro-inflammatory response to radiation. The study is
limited by small sample size and lack of baseline MRI. We plan to repeat the
study with baseline imaging. We also plan to validate the microstructural
changes observed with histological analyses, and use the imaging pipeline to
assess the effects of novel drug-radiotherapy combinations aimed at ameliorating
neurotoxicity. Acknowledgements
The
study was funded by Cancer Research UK RadNet Manchester
[C1994/A28701].References
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