Synopsis
Dissolution
DNP provides a 10,000-fold signal enhancement to carbon-13 nuclei and enables
real-time metabolic imaging. In addition to the Warburg Effect, many malignant
cancers overexpress MCT4, the monocarboxylate transporter responsible for
lactate efflux and extracellular acidification. Because of microenvironmental differences,
diffusion weighted imaging (DWI) with hyperpolarized substrates may provide
unique information on lactate efflux and MCT4 expression. Here we show that DWI
with hyperpolarized substrates is sensitive to changes in MCT4 expression, as
lactate ADC is increased by >40% in late-stage TRAMP tumors. This technique
may potentially provide a novel way to assess metabolite compartmentalization
and transporter expression in malignant disease.Introduction
Dissolution
DNP provides a four orders of magnitude enhancement to carbon-13 nuclei.
Coupled with MR’s ability to resolve both substrate and metabolites, dissolution
DNP of
13C substrates has been used extensively for metabolic
imaging in both pre-clinical
1 and proof-of-concept clinical studies
2
to non-invasively assess metabolic conversion. In addition to the Warburg
Effect, many cancers - such as malignant renal cell carcinoma
3 and prostate
cancer
4 - overexpress MCT4. This monocarboxylate transporter is primarily
responsible for lactate efflux, resulting in acidification of the extracellular
space and conferring a poor prognosis
4. Because of structural
differences in the intra and extra-cellular microenvironments, diffusion
weighted imaging (DWI) of hyperpolarized pyruvate and lactate may provide
unique information on lactate efflux and microstructure, potentially providing
insight into MCT4 expression and therapeutic changes in a rapid, non-invasive
manner. In this work, we explore the utility of hyperpolarized ADC mapping of
pyruvate and lactate to assess lactate efflux and MCT4 expression in a
transgenic mouse model of prostate cancer (TRAMP).
Methods
48μL
aliquots of [1-
13C]pyruvate (Cambridge Isotopes, Cambridge,
Massachusetts, USA) were polarized for 90 minutes in a HyperSense polarizer (Oxford Instruments). Samples
were rapidly thawed and neutralized to a physiologic pH with a 4.5g solution
comprised of 160mM NaOH, Tris buffer and EDTA. Animals were initially separated
into two cohorts (early or late stage) by tumor size and animal age. TRAMP mice were injected with 300μL of neutralized pyruvate via
tail-vein injection over 15s. 30s after the start on injection, metabolites
were excited with a single-band spectral-spatial RF pulse, followed by a single-shot,
double spin-echo flyback EPI prescribed for a 12mm thick slice and 2 x 2 mm in-plane
resolution. Four b-values (25, 300, 600, 1000 s/mm
2) were acquired
per metabolite, with a constant flip angle of 30°. Data were corrected for RF
utilization and fit voxel-wise to a monoexponential decay $$$
S(b)=S_{0,corr}\exp(-bD)$$$ to extract ADC maps for each metabolite.
Following
13C imaging, a high-resolution ADC map was acquired from a
dedicated
1H coil using a spin-echo sequence (b = 25, 188, 331, 515
s/mm
2), with TR/TE = 1.2s/20ms, an in-plane resolution of 0.31 x
0.31 mm and twenty-four 1 mm thick slices.
Results and Discussion
Representative multiparametric early and late
stage TRAMP data can be seen in
Figure 1.
ADC data are summarized in
Figure 2.
In agreement with prior work,
1H ADC decreases for late stage TRAMP
tumors due to increasing cellularity
5, recapitulating the progression
of human prostate cancer. Interestingly, the pyruvate ADC remains unchanged (0.95
± 0.12 vs. 1.03 ± 0.19 x 10
-3 mm
2/s) as the disease progresses, despite
being a predominantly extracellular metabolite
6. Conversely, the
lactate ADC significantly increases (
p
< 0.05, t-test) by more than 40% for late stage tumors (0.68 ± 0.09 vs. 0.46
± 0.05 x 10
-3 mm
2/s), in agreement with increased lactate efflux. Disease
progression was characterized by heterogeneity, highlighting the importance of
spatial localization in the
13C data. This is borne out in the histograms
of the lactate and pyruvate ADC (
Fig. 3)
for a representative early stage, late stage, and an additional mixed stage tumor
that contains both early and late stage disease. The distributed lactate ADC for
the mixed stage provides evidence for underlying heterogeneity in disease state
and MCT4 expression, later confirmed by histopathology. These results are
supported by activity and expression for LDH and MCT4 (
Fig. 4), indicating increased LDH activity and overexpression of
LDHA and MCT4 in late stage prostate cancer. Despite the small sample size,
these initial results provide evidence that DWI of hyperpolarized substrates
can identify changes in MCT4 expression.
Conclusion
Hyperpolarized
imaging has the potential to provide non-invasive measures of enzyme kinetics
and transporter expression. We show that diffusion weighted imaging of
hyperpolarized metabolites is sensitive to changes in MCT4 expression and
lactate efflux, providing a novel way to assess metabolite compartmentalization
and microstructural changes in the prostate.
Acknowledgements
This
work was supported by NIH grants R01EB016741 and P41EB013598. References
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