Synopsis
Glioblastoma
multiforme and anaplastic astrocytoma are aggressive
brain tumors which can form large heterogeneous lesions, parts of which respond
with varying sensitivity to radiotherapy. The long-term goal of the current
study is to characterize the oxygenation state of tumors or parts of
heterogeneous large tumors by quantitative-susceptibility-mapping, under
hyperoxic respiratory challenge, and yield valuable information, e.g., for an
improved dose shaping, which may lead to an improved therapy outcome. The
preliminary results suggest that QSM may indeed be capable of differentiating
the response of well vascularized tumor-tissue volumes to respiratory-induced
hypoxia from the response of likely necrotic and edematous volumes.Introduction
Glioblastoma
multiforme (GBM) and anaplastic astrocytoma
are aggressive malignant primary-brain-tumors
characterized by abnormal tumor vasculature. Inadequate tumor blood
flow and diffusion-related limitations in oxygen supply results in hypoxic tumor-tissue
subvolumes, whose response to conventional radiotherapy
1 and
chemotherapy is typically poor. Early identification of hypoxic tumor areas in
MRI may support therapy planning and monitoring. The administration of
hyperoxic gas mixtures changes blood-flow, blood-volume, blood oxygenation, and
concentration of dissolved-oxygen in tissues
2. The magnetic-susceptibility
difference between diamagnetic oxyhaemoglobin and paramagnetic dissolved oxygen
is expected to allow quantification of such changes via Quantitative-Susceptibility-Mapping (QSM), which attempts to derive the spatial distribution
of local magnetic-susceptibility differences. In this pilot study
the response of primary-brain-tumors to hyperoxic respiratory challenges was quantified
using QSM.
Methods
MRI Gradient-multi-echo
images (FA=50, TE1=5.8ms, TE5=69.8ms, ΔTE=16ms, TR=74ms, voxel dimensions=0.87, 0.87, 2mm,
matrix size=256x256x55) of three consenting primary malignant brain tumor patients were acquired on a
3T-MR-system. The patients inhaled medical-air (21% O
2), oxygen
(100% O
2) and carbogen (95% O
2, 5% CO
2) gases.
In previous clinically indicated MR-examinations, contrast-enhanced T1-weighted
3DMPRAGE sequence (FA=9, TE=2.6ms, TR=1670ms, voxel dimensions=0.49, 0.49, 0.9mm)
images were acquired after administration of Gadolinium. QSM Multi-echo
phase data was combined assuming a linear phase evolution
3, followed by Laplacian unwrapping and background field removal
(threshold 0.05)
4, 5. Quantitative-susceptibility-maps were generated by dipolar inversion
of the corrected phase maps using an LSQR algorithm
6. Susceptibility-difference
values were referenced versus white-matter, because it is minimally affected by
the hyperoxic challenges
3.
Co-registration Phase and magnitude data were coregistered to MNI-space via SPM12
7, followed by registration of corresponding MPRAGE to 1
st
echo magnitude data. The placing of regions of interest (ROI) on the images was
strongly guided by contrast enhanced T1w-images for vital tumor tissue
and T2w-images for edema and necrotic areas. Mean ROI susceptibility values measured
under the different breathing regimes were tested for significant differences
(paired two-tailed t-tests) between two groups showed same trends.
Results
All patients tolerated the
exams well. In one patient, the front-part of the head-coil did not fit over
the breathing mask, and was therefore not used, which resulted in lower image
quality.
Figures1-3 show images of Patients#1-3,
respectively. The captions give information on tumor type, location of the
lesion, and clinical outcome. Five lesions were evaluated in tumor areas (
Group-1,
Patient#1: Lesions-1-2, Patient#2: Lesion-3, Patient#3: Lesions-4-5) , with
positive magnetic-susceptibilities (paramagnetism), and there was a significant
reduction upon oxygen inhalation (-0.032±0.022ppm, p<0.031, range: -0.01 to
-0.067 ppm), and an even larger decrease under carbogenic hyperoxia (-0.059±0.035ppm, p<0.021, range -0.04 to
-0.1 ppb) (
Fig.5). The additional susceptibility decrease from O
2 to carbogen inhalation
in these lesions was -0.02±0.016ppm (p<0.025). In contrast,
in three additional analyzed regions, assigned to edema (n=2) and necrosis (n=1)
(
Group-2), the magnetic-susceptibility moderately increased under O
2-hyperoxia (+0.016±0.003 ppm, p<0.011) and more strongly rose under carbogen-breathing (0.021±0.006 ppm, p<0.029). The additional susceptibility
increase from O
2 to carbogen inhalation in
the edematous and necrotic lesions did not reach statistical significance. Both QSM and
corrected-phase images of Patient#2 depicted regions of high paramagnetism
(high susceptibility) not visible on contrast-enhanced T1w-images, and only
partially discernible on T2w-images (
Fig.4). Higher magnitude of changes
were observed for lesions in patient diagnosed with multifocal glioblastoma
(Patients#1), while smaller changes were observed in the case of anaplastic
astrocytoma (Patient#3). Interestingly, Patient#1, in whose two lesions the carbogen-inhalation induced strongest
decrease of magnetic-susceptibility, had 3 months from MRI until tumor progression,
whereas in Patient#2, where the challenge induced the smallest susceptibility changes,
has not suffered from tumor progression, at the last follow-up after 4 months.
Conclusion
An
increase of blood oxygen saturation causes a reduction of corresponding
apparent magnetic-susceptibility. Regions with a low baseline oxygen saturation
but still functional perfusion, i.e., hypoxic regions, have a potential for
larger susceptibility decrease than well perfused normoxic tissue. Strong negative
susceptibility response to a hyperoxic
challenge might be indicative for hypoxic, but not necrotic-tissue, potentially
requiring treatment with a higher radiation dose for adequate response. In
contrast, we found a small susceptibility increase in less perfused tissue
hypothetically associated with larger extracellular volume fraction and higher
fluid content that we tentatively attribute to dissolved paramagnetic molecular
O
28. The consistently
larger magnitudes of the susceptibility changes observed under carbogenic
hyperoxia than under O
2-hyperoxia may be
rationalized by carbogen-induced vasodilatation and associated with higher
tissue perfusion, in addition to the slightly higher arterial O
2 saturation levels.
Whereas we believe the results presented here to be highly interesting and
intriguing, more work with more patients and a careful clinical follow-up will
be required to gauge the potential of QSM under respiratory challenge.
Acknowledgements
No acknowledgement found.References
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