Heather Caulkins1, Paul Hong2, Ksenia Serdukova3, Kendra Huber1, Denise Davis1, Jenna Steiner1, and Natalie Julie Serkova1
1Anesthesiology, University of Colorado Denver, Aurora, CO, United States, 2Penn State Health, Hershey, PA, United States, 3University of Colorado Boulder, Boulder, CO, United States
Synopsis
Radio- and chemotherapy for gliomas cause a
macrophage-driven inflammation called pseudoprogression (PsP) which appears as
abnormal MRI enhancement mimicking treatment response. Our quantitative NMR
metabolomics in murine glioma models show a significant increase in amino acid
uptake and metabolism (glutamine, glycine, methionine, and tyrosine), lactate
and phospholipids in actively proliferating untreated gliomas. Iron oxide is
taken up uniquely by inflammatory macrophages, as shown by decreased T2-MRI contrast and an increase
in the F4/80 macrophages during treatment-induced PsP. This imaging
platform may provide a promising discernment of PsP (iron oxide qT2MRI) and
true progression (amino acid PET) for gliomas.
Introduction
The median
survival for high-grade gliomas (HGG) after diagnosis is 14.6 months, and the
2-year survival rate is 3.3% [1]. The current standard of care –
resection followed by radiotherapy (RT) and concurrent chemotherapy with
temozolomide (TMZ) – causes inflammation called pseudoprogression (PS), which
appears as abnormal MRI signals at the site of the original tumor within 2-6
months [2]. None of the existing imaging protocols can reliably
distinguish PS from true progression in HGG [3]. The purpose of this study was to use NMR-based
metabolomics and quantitative T2-weighted MRI (qT2MRI) after injection of super
paramagnetic iron-oxide nanoparticles (SPIONs) to mitigate this diagnostic
challenge, and to correlate to the in
vitro findings. Our working hypothesis is based on the idea that RT+TMZ activated
macrophages have a distinct metabolic pattern (as compared to proliferating HGG
cells) and will specifically uptake SPIONs resulting in decreased T2-relaxation
times of inflamed lesions [4].Methods
In vitro: Murine GL261, human U251 glioma (HGG)
cell lines, as well as mouse primary astrocytes and macrophages were cultured
using standard cell culture techniques. HGG cell lines were also treated with
TMZ and/ or X-ray irradiation. Cell extracts were assessed by 1H- and 13C-NMR
spectroscopy followed by the absolute quantification of endogenous metabolites
and partial least squares discriminant analysis. In vivo studies involved injecting 10 million U251 and GL261 cells
into the right flanks of the female nude athymic (xenograft) and wild-type mice
(isograft), respectively. Once the tumors reached a size of 250-300 mm3 mice were
treated with oral TMZ daily for 5 days, 10 Gy RT once, or TMZ+RT combination. T2
maps (16 echoes) were acquired followed by injection of ferumoxytol (SPIONs) as
a T2 contrast agent. 24 hours later, T2 MRI was repeated. The tumor tissue
after the final scan were collected to
assess metabolic signatures by NMR, macrophage levels by flow cytometry, and
iron levels by a calorimetric assay.Results
:
In vitro: From 75 endogenous metabolites by 1H-NMR, 67% of
murine GL261 glioma metabolome differed from primary astrocytes (p<0.05). The
HGG-associated changes included a decrease in GABA, myo-inositol, nucleotides, lipids,
and a significant increase in phospholipids, lactate and several amino acids (including
glutamine, but not glutamate). To validate amino acid metabolism in HGG vs
inflammation, 13C-amino acid uptake was assessed in murine HGG
cells, primary macrophages and astrocytes. The 13C-NMR studies
revealed a highly elevated uptake for glycine, tyrosine, methionine, valine,
leucine, and glutamine in HGG cells as compared to normal astrocytes. Inflammatory
macrophages had an increased 13C-glutamine uptake only. Highly
up-regulated L-type amino acid transporters (LAT1) were also reported in HGG
but not in macrophages. Treatment of
murine and human HMG cells with TMZ and/ or RT led to a significant decrease of
lactate and phosphocholine. A decrease in glucose and amino acid uptake was
seen by RT and RT+TMZ only. Ferumoxytol (SPIONs) was taken by macrophages after
4 hrs of incubation, but not by astrocytes or HGG cells.
In Vivo: If macrophages take up iron uniquely
compared with HGG and normal brain, we expect the SPION T2 signal reduction to
be greater with inflammation (PS) which is induced by RT and chemotherapy with
TMZ. Indeed, untreated fast-growing HGG tumors
showed no changes in T2 relaxation times after injection of ferumoxytol, while
irradiated tumors (10 Gy) as well as TMZ treated tumors showed a significant
decrease in T2 (up to -15 msec) (Figure 1). When compared with tissue flow cytometry assay,
percentage increase in the F4/80 macrophage markers was consistent with the MRI
results (10% untreated, 29% treatment). This inflammatory response, as
detected by SPION T2-MRI, was more profound in wild-type mice bearing murine
GL261 tumors as compare to athymic mice with human U251 xenografts.
Metabolically, significantly lower levels of lactate, phospholipids and some
amino acids were seen in RT+TMZ treated tumors.Conclusions
Ferumoxytol, an FDA-approved SPION agent, is
selectively uptaken by macrophages. It can be successfully used as an MRI
contract agent to selectively image an inflammatory response (PS) after both
TMZ and RT. HGG signature, on the other hand, can be related to an increased
uptake of several amino acids which can be further explored by 18F- or 11C-PET.
SPION-based MRI and amino acid PET show a promising discernment of PS from
tumor progression non-invasively for HGG.Acknowledgements
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