Apparent diffusion coefficient of hyperpolarized lactate reports on lactate production and efflux in renal cell carcinomas
Renuka Sriram1, Bertram Koelsch1, Jeremy W Gordon1, Mark Van Criekinge1, Celine Baligand1, Robert A Bok1, Dan B Vigneron1, Kayvan R Keshari2, Peder E Larson1, Zhen Jane Wang1, and John Kurhanewicz1

1University of California, San Francisco, San Francisco, CA, United States, 2Memorial Sloan-Kettering Cancer Center, New York, NY, United States

Synopsis

This study demonstrated that diffusion weighted HP 13C MRI can provide an estimate of the amount of extra- versus intracellular HP 13C lactate based on its apparent diffusion coefficient (ADC). In metastatic renal cell carcinoma, a large portion of the HP 13C lactate signal arises from an extracellular lactate pool, based on reliable estimates of ADC in the same cell line in a the MR compatible bioreactor. The juxtaposition of cells in bioreactor and the in vivo animal model is a powerful tool for interpretation of the hyperpolarized ADC measurements. This unique combination can be further extended to investigate the relationship between lactate transport and tumor metastatic potential.

Aim

The up-regulation of aerobic glycolysis and lactate production and efflux is an adaptation of cancer cells that aids in tumor survival, growth and metastasis1. Prior publications have consistently demonstrated significantly elevated hyperpolarized (HP) [1-13C]lactate levels in cancer2, however the relative amounts of intra- and extracellular HP lactate that contributes to the observed in vivo signal has not been determined. Aggressive renal cell carcinomas (RCCs) are tumors that exemplify the Warburg effect with both high lactate production and rapid lactate export. The goal of this study was to determine if diffusion weighted (DW) HP 13C MR, a clinically translatable technique1-3, could provide an estimate of the amount of extracellular versus intracellular HP 13C lactate based on its apparent diffusion coefficient (ADC) in a RCC murine model. This was accomplished using a combination of ex vivo MR compatible 3D cell culture bioreactor and in vivo orthotopic murine model studies of the same RCC cell line.

Methods

UOK262 cells, a model of metastatic RCCs, were used as described before3. Ex vivo: alginate-encapsulated UOK262 cells in bioreactor were studied on the 14.1T Varian INOVA with 100 G/cm gradients. A pulsed gradient double spin echo sequence was used for all hyperpolarized 13C diffusion experiments with δ=10ms, Δ=30ms, and a diffusion weighting of 3 to 15,000 s/mm2 (Gx or Gy). Dynamic data (30° pulses, 3s interval for 300s) after HP [1-13C]pyruvate infusion (16µmols) were acquired. In vivo: Immune compromised mice implanted with UOK262 cells under the renal capsule were used for DW imaging with a spectrally and spatially selective 30° RF pulse for 8mm thick slice and 2x2mm in–plane resolution with 4 b-values (25-4000 s/mm2). Respiratory gating (two b-values/breath) was used to minimize signal loss from bulk motion.

Results

Ex vivo: Figure.1a shows a plot of HP [1-13C]pyruvate signal versus b-value (0-1500 s/mm2) from two MR compatible bioreactor studies. In the first study the bioreactor contains cell-free alginate microspheres (blue squares), and co-polarized [1-13C]pyruvate and [1-13C]lactate are injected. In the second study, the bioreactor contains UOK262 cell-laden alginate microspheres (red squares) and only hyperpolarized pyruvate is injected. The HP pyruvate signal from the bioreactor containing UOK262 cells reveals a bi-exponential signal decay, with the fast decay constant being the same as that of the cell-free bioreactor study, and the slow decay constant being attributed to restricted intracellular diffusion. Figure.1b shows representative HP 13C MR spectra obtained from the same bioreactor experiments at 3 increasing b-values (left to right). In the cell free study, we observe a complete loss of HP lactate and pyruvate signal at the highest b-value, whereas in the UOK262 cell study, HP and pyruvate signals are still visible. This is attributed to the shorter intracellular ADC. The extra- and intracellular ADC calculated for lactate and pyruvate in cell-free alginate microspheres and UOK262 cells, respectively, are listed in Table 1. Figure.2 shows a representative bioreactor study containing UOK262 cells after injection of HP pyruvate in which alternating low and high b-values (2.4 and 3863 s/mm2) were applied over time. This allowed for the detection of total HP lactate pool (low b-value) and the predominately intracellular pool (high-b value), and the calculation of the extra cellular pool (difference). In vivo: Mice with orthotopic UOK262 tumors were imaged by DW HP pyruvate MRI (4 b-values) when tumor volumes reached at least 0.2cc. DW HP signals were corrected for RF utilization and fit voxel-wise to a monoexponential decay S(b)=S0e-bD to compute the ADC map of lactate. We observe a lactate ADC in the tumor of 0.709 ± 0.15, (n=4).

Discussion and Conclusion

Discussion and Conclusion: We show that, in the bioreactor, intracellular and the extracellular HP lactate ADC can be measured simultaneously and dynamically. The intracellular ADC value of lactate determined using HP 13C is similar to that measured thermally using proton spectroscopy5. Additionally, the dynamic measurement of the lactate production and efflux was feasible using HP 13C DW spectroscopy in the bioreactor. These studies demonstrated that lactate efflux occurred almost instantaneously with lactate production, similar to recent detection of extracellular HP 13C lactate using chemical shift separation approach6,7. The dynamically resolved intra- and extracellular lactate pools obtained after injection of HP pyruvate in the UOK262 cell bioreactor studies demonstrated that ~60% of the total HP lactate signal was extracellular during the time frame of the hyperpolarized MR acquisition. Based on the ex vivo intra- and extracellular lactate ADC values, and the measured in vivo ADC value of ≈ 0.7 mm2/s, ≈ 60% of the HP lactate signal arose from extracellular lactate in UOK262 orthotopic tumors.

Acknowledgements

Dave Korenchan, Justin DeLos Santos, Ailin Hansen, Jinny Sun, Jessie Lee and Romelyn DeLos Santos

Grants: P41-EB013598 (JK, DV), R01 CA166655 (JK) and DoD CA110032 (RS), Department of Defense Peer Reviewed Cancer Research Concept Award (ZJW), Radiological Society of North America Scholar grant (ZJW).

References

1 B. L. Koelsch, G. D. Reed, K. R. Keshari, M. M. Chaumeil, R. Bok, S. M. Ronen, D. B. Vigneron, J. Kurhanewicz and P. E. Z. Larson, Magn Reson Med, 2014.

2 M. I. Kettunen, B. W. C. Kennedy, D.-E. Hu and K. M. Brindle, Magn Reson Med, 2012.

3 F. Schilling, S. Düwel, U. Köllisch, M. Durst, R. F. Schulte, S. J. Glaser, A. Haase, A. M. Otto and M. I. Menzel, NMR Biomed., 2013, 26, 557–568.

4 P. C. Van Zijl, C. T. Moonen, P. Faustino, J. Pekar, O. Kaplan and J. S. Cohen, Proc. Natl. Acad. Sci. U.S.A., 1991, 88, 3228–3232.

5 J. Pfeuffer, J. C. Lin, L. Delabarre, K. Ugurbil and M. Garwood, J Magn Reson, 2005, 177, 129–138.

6 V. Breukels, K. C. F. J. Jansen, F. H. A. van Heijster, A. Capozzi, P. J. M. van Bentum, J. A. Schalken, A. Comment and T. W. J. Scheenen, NMR Biomed., 2015, 28, 1040–1048.

7 R. Sriram, M. Van Criekinge and A. Hansen, NMR Biomed, 2015.

Figures

Figure 1. Hyperpolarized 13C DW. a) Hyperpolarized [1-13C] pyruvate reveals multiple diffusion environments in cells (red) and not in the cell-free alginate microspheres (blue). b) 13C spectra shows increasing DW suppresses extracellular signals at higher b-values. The cell free alginate microspheres were injected with hyperpolarized [1-13C]lactate and [1-13C]pyruvate.

Figure 2. The dynamic signals of hyperpolarized 13C lactate in UOK262 cells perfused in the bioreactor obtained by alternating low and high b-values (2.4 for total and 3863 s/mm2 for intracellular weighting). The extracellular signal was computed as a difference between the total and intracellular HP lactate signals.

Figure 3. Diffusion weighted HP pyruvate (top row) and lactate (bottom row) images of mice implanted with UOK262 cells under the renal capsule with b=25 (left column) and 4000 s/mm2 (right column). Red ROI denotes tumor and the green dashed line denotes the normal contralateral mouse kidney.

Table1: ADC of C metabolites at 37°C, as measured in the bioreactor



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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