Jelena Lazovic1, Whitney Pope2, and Massoud Akhtari
1preclinical imaging, Vienna Biocenter Core Facilities, Vienna, Austria, 2Radiology, University of California, Los Angeles, CA, United States
Synopsis
In the current study we tested if accumulation
of non-radioactive 2-deoxy-D-glucose (2DG)-conjugated magnetonanoparticles
(2DG-MNP) can be used as a measure of metabolic activity in glioblastoma. To
quantify 2DG-MNP uptake across brain ΔR2 maps are proposed. The
difference in R2 relaxation rates prior to and at different times following
2DG- or unlabeled (plain) MNP administration represents ΔR2.
Significant changes in ΔR2 between brain and glioblastoma,
reflecting increased metabolic rate of glioblastoma were found for glucose
labeled MNP and not for plain-MNP. Our
results suggest that 2DG-MNP have potential to be utilized in metabolic imaging
as non-radioactive 2-18[F]-fluoro-deoxy-D-glucose analogue.
Introduction
Currently,
there are no non-radioactive markers available that can be used to track
glucose uptake in glioma and potentially discriminate tumor regions based on their metabolic activity. In this study we tested if uptake and
accumulation of 2-deoxy-D-glucose-conjugated magnetonanoparticles1,2 (2DG-MNP)
could be utilized to differentiate metabolically active tumor area from necrosis. Orthotopic murine model of human U87 high-grade glioma was used. Unlabeled magnetonanoparticles (plain-MNP) were used as control.Methods
Immuno-compromised NOD-scid mice (6-8 weeks
old) were used for all experiments. Each mouse (N=6) was injected intracranially
(using stereotaxic surgery) with 105 U87 glioma cells.
Mice were first imaged using plain-MNP (iv
injected) at 21 days following glioblastoma injection and then again the next
day using 2DG-MNP. MR imaging was performed on a 7T Bruker system
(Ettlingen, Germany). A multi-spin echo (TR/TE 2000/7.26-101.64 ms,
14 echoes, 782 μm2 resolution, 1 mm slice thickness, 2
NAX) and multi-gradient echo (TR/TE = 1500/3.88-71.01 ms, 12 echoes, 782
μm2 in-plane resolution, 1 mm slice thickness, 2 NAX) sequences were
used to quantify transverse relaxation time (T2) and T2*.
For each mouse, multi-spin echo and multi-gradient echo images were
acquired prior to (0 min), and then subsequently at 15, 30, 60, 90 and 120
minutes post magnetoparticles injection. ImageJ (plugin by Karl Schmidt) was
used to calculate T2 and T2*. Relaxation rates R2
and R2* were calculated as R2=1/T2 and R2*=1/T2*.
To aid visualization and to quantify R2 changes prior to and following
administration of 2DG- or plain-MNP, R2 subtraction maps (ΔR2)
were generated for different time points. At the end of the MRI studies, mice were
sacrificed and tissue was processed for histology and CD31 staining.
Statistical analysis was performed using repeated measures ANOVA with Holm-Sidak
post-hoc test, where P-value<0.01 was considered significant.Results
Even though R2*-quantification could
potentially provide superior sensitivity to changes in R2* rates, R2*-weighted
images were degraded by susceptibility artifacts adjacent to the ear cavities
and other osseous and air-containing structures leading to high variations in R2*-values
across the brain especially on pre-contrast images. Therefore, 2DG-MNP and
plain-MNP uptake characterization was done using R2-quantification.
When mice were injected with 2DG-MNP, we found significantly increased R2
values within the U87 xenografts (Fig 1A, outlined in red) vs normal brain (Fig 1A, yellow
circle) at 30, 60, 90 and 120 min post injection (ANOVA, P<0.01), Fig 2.
In contrast, when mice were injected with plain-MNP there were no
significant changes in R2-relaxation rates between glioblastoma and
normal brain tissues, Fig. 2. These results are
supporting glioblastoma specific uptake associated with the 2DG-labeled
particles. To rule out the possibility that increased 2DG-MNP uptake was
simply due to greater accumulation within the tumor vasculature, we generated
ΔR2-maps by subtracting R2-maps at 30 min and 120 min
following 2DG-MNP or plain-MNP injections, Fig. 1 C. Subtraction maps R2(120min)-R2(30min)
showed additional progressive accumulation of 2DG-MNP within glioblastoma, whereas this was not
observed for plain-MNP, Fig. 1 C. These findings suggest that tumor
tissue uptake, rather than vascular accumulation, is responsible for the
increase in R2 values seen after 2DG-MNP injection. Histopathological evaluation confirmed that increased R2-relaxation rates were restricted
to glioblastoma with viable tumor cells, and not the necrotic region (black
arrow) Fig 3 B. Staining for endothelial cell marker, CD31, revealed vessels in the area that did not exhibit increase in R2-relaxation
rate, arguing the increase in R2 is due to enhanced metabolism
and not increase in vascular density, Fig 3 B.Discussion
We demonstrated that 2DG-MNP are useful in
distinguishing viable glioblastoma from necrosis (as confirmed by histology,
Fig 3 B), despite homogeneous appearance on T2-weighted image,
Fig. 3A. Furthermore, increase in R2 relaxation rates limited
to glioblastoma sub region, is strongly supporting the use of 2DG-MNP particles as
a marker of metabolic activity. Although beyond the scope of this study,
more precise quantification of 2DG-MNP uptake would be possible by correlating
R2 values with the tissue iron content. Preclinical evaluation of
2DG-MNP is ongoing. Conclusion
2DG-MNP contrast agent in
combination with ΔR2 maps can be utilized for non-radioactive
glucose metabolic imaging in glioblastoma models.Acknowledgements
No acknowledgement found.References
1. Akhtari M, et al. Functionalized
magnetonanoparticles for MRI diagnosis and localization in epilepsy. Epilepsia. 2008;49(8):1419-1430.
2. Akhtari M, et al. Functionalized
magnetonanoparticles in visualization of intracranial tumors on MRI. Mol Imaging Biol. Jun
2012;15(3):299-306.