Ciara M McErlean1, Yann Jamin1, Jessica KR Boult1, Alexander Koers1, Laura S Danielson1, David J Collins1, Martin O Leach1, Simon P Robinson1, and Simon J Doran1
1Institute of Cancer Research, London, United Kingdom
Synopsis
This study compares MRI functional measurements of the
vasculature in a preclinical model of neuroblastoma with ex vivo optical
CT high-resolution 3D imaging of the
functional vasculature using India ink staining. MRI showed a heterogeneously
perfused tumour with high fractional blood volume and vessel size index,
characteristic of hypervascular neuroblastoma.
The high resolution optical CT images allowed visualisation of
individual vessels and corroborated the MRI findings. With improved registration,
optical CT could help validate MRI functional biomarkers of the vasculature and
accelerate both our understanding of vessel biology and the evaluation of
vascular-targeted treatment in cancer and other vascular-related
pathologies.
Purpose
Tumour heterogeneity is a major obstacle to the
delivery of precision anti-cancer medicine. Tumour vasculature itself presents with a high degree of
heterogeneity both in its architecture and function, which affects drug delivery and response to vascular
targeted therapies. Functional MRI measurement of tumour vasculature, such as fractional
blood volume (fBV) and vessel size index (Rv, a weighted average measure of tumour blood vessel
calibre), can non-invasively inform on drug delivery and provide
predictive/prognostic biomarkers of response to treatment.
Before being deployed in clinical trials, these biomarkers need to be
validated pre-clinically using histopathological correlates. However, conventional
histopathology only affords a 2D representation of a 3D tumour structure. Optical
computed tomography (CT) is a new ex vivo technique, which offers high resolution 3D
imaging of the functional vasculature using the easily accessible stain, India ink.
This study compares optical CT and MR measurements of tumour
vasculature using a preclinical allograft model of neuroblastoma, a childhood cancer of the sympathetic nervous system that
presents with a characteristic hypervascular phenotype.
Methods
MRI was performed on a 129X1/SvJ mouse bearing bilateral subcutaneous allograft tumours derived from
dissociated tumour cells taken from an abdominal tumour of a Th-MYCN mouse, the most established genetically modified mouse model of neuroblastoma.1
MRI was carried
out on a 7T horizontal bore Bruker MicroImaging system using a 3cm
birdcage coil. Tumours were localised on T2-weighted
TurboRARE images (3×3cm field-of-view (FOV)
and matrix size of 128×128) and field homogeneity was optimised on one of the bilateral tumour volumes using FASTMAP. Fractional blood volume (fBV, %) and vessel
size index (Rv, µm) were measured as previously described2, using USPIO particles (P904, 150μmolFe/kg,
Guerbet). Functional images
were acquired from three contiguous 1mm slices through the largest cross-section of the tumour over a
3×3cm FOV and matrix size of 64×64.
Twenty four hours after MRI, to allow clearance of USPIO
particles, India ink (15% in saline) was injected intravenously via the tail
vein and allowed to circulate for 5 minutes before the mouse was sacrificed. The tumour was excised, fixed in 70% ethanol in PBS overnight at 4˚C, embedded in 0.75% agarose, dehydrated and optically cleared in a graded series of ethanol and 2:1 benzyl alcohol:benzyl benzoate
(BABB) solution to reduce scattering
attenuation in the tissue. India ink particles trapped in the vasculature
absorb visible light even after clearing, giving optical contrast. Optical CT
imaging was performed using a previously characterised in-house scanner.
3
The optical CT image data were reconstructed to a 1024×1024×830 matrix with
isotropic voxel size of (11.3 µm)
3.
Results
On T2-weighted and gradient echo (GE) images, the tumour
appeared heterogeneous. Hypointense regions are consistent with the presence of the haemorrhage and large areas of aggregated
erythrocytes (blood lakes) characteristic of this model (arrows, Fig.1).4 Calculated parametric maps of Rv (Fig.2a, median 74.1µm) and fBV (Fig.2b,
median 22.8%) also demonstrate tumour regional heterogeneity and are consistent with a hypervascular tumour.
The optical CT data corroborate the MR
findings, with haemorrhagic regions appearing bright and diffuse due to the presence of erythrocytes. India ink has been shown to remain within perfused blood
vessels post mortem and thus the
bright spots of Figs2c&d represent cross-sections within the imaging plane
of individual perfused blood vessels. The optical CT images suggest
a high degree of perfusion heterogeneity within the tumour, with some regions containing
a high density of large vessels. Fig.3a shows the full high-resolution optical CT dataset from a
different orientation, allowing visualisation
of the entire perfused tumour vascular network and characterisation of
the tumour heterogeneity in 3D. Fig.3b shows a magnified view of a large vessel with
diameter 140±11µm.
Discussion
This study demonstrates the potential
of
ex vivo optical CT for both complementing and validating
in vivo MRI quantitative measurements of
tumour vasculature development and response to therapy. India ink is inexpensive and is easily delivered to the capillary bed, unlike
the resins
used in vascular casting methods.
5 Technical
development of methodology for acquiring accurately co-registered MR and
optical CT data, incorporating fiducial markers, is ongoing and promises to allow quantitative comparison between functional
MR maps and measures of vessel calibre derived from optical CT, despite tissue shrinkage and deformation during
sample preparation.
Conclusions
This feasibility study demonstrates the potential
of optical CT for complementing MRI to study the role of vascular architecture and function in tumour biology, and for
validating non-invasive predictive/prognostic MRI biomarkers of tumour response.
Acknowledgements
We acknowledge support from The Institute of Cancer
Research Cancer Research UK and EPSRC Cancer Imaging Centre, in association
with the MRC and Department of Health (England) grant C1060/A10334, NHS funding
to the NIHR Biomedical Research Centre and a Paul O’Gorman Postdoctoral Fellowship funded by Children with Cancer
UK.References
1. Weiss, William A., et al. "Targeted
expression of MYCN causes neuroblastoma in transgenic mice." The EMBO journal 16.11 (1997): 2985-2995.
2. Walker-Samuel, Simon, et al. "Non-invasive in vivo imaging of vessel
calibre in orthotopic prostate tumour xenografts." International journal of cancer 130.6 (2012): 1284-1293.
3. Doran, Simon J., et al.
"Establishing the suitability of quantitative optical CT microscopy of
PRESAGE® radiochromic dosimeters for the verification of synchrotron microbeam
therapy." Physics in
medicine and biology 58.18
(2013): 6279.
4. Jamin, Yann, et al. "Intrinsic
susceptibility MRI identifies tumors with ALK-F1174L mutation in
genetically-engineered murine models of high-risk neuroblastoma." PloS one 9.3 (2014): e92886.
5. Burrell, Jake S., et al. "MRI
measurements of vessel calibre in tumour xenografts: Comparison with vascular
corrosion casting." Microvascular
research 84.3 (2012):
323-329.