Abstract
Purpose
Tumor hypoxia contributes to aggressive phenotypes and diminished therapeutic responses to radiation therapy (RT) with hypoxic tissue being 3-fold less radiosensitive than normoxic tissue. A major challenge in implementing hypoxic radiosensitizers is the lack of a high-resolution imaging modality that directly quantifies tissue-oxygen. The electron paramagnetic resonance oxygen-imager (EPROI) was used to quantify tumor oxygenation in two murine tumor models: E0771 syngeneic transplant breast cancers and primary p53/MCA soft tissue sarcomas, with the latter autochthonous model better recapitulating the tumor microenvironment in human malignancies. We hypothesized that tumor hypoxia differs between these models. We also aimed to quantify the absolute change in tumor hypoxia induced by the mitochondrial inhibitor papaverine (PPV) and its effect on RT response.
Procedures
Tumor oxygenation was characterized in E0771 and primary p53/MCA sarcomas via EPROI, with the former model also being quantified indirectly via diffuse reflectance spectroscopy (DRS). After confirming PPV’s effect on hypoxic fraction (via EPROI), we compared the effect of 0 versus 2 mg/kg PPV prior to 20 Gy on tumor growth delay and survival.
Results
Hypoxic sarcomas were more radioresistant than normoxic sarcomas (p=0.0057, 2-way ANOVA), and high baseline hypoxic fraction was a significant (p=0.0063, Cox Regression Model) hazard in survivability regardless of treatment. Pre-treatment with PPV before RT did not radiosensitize tumors in the sarcoma or E0771 model. In the sarcoma model, EPROI successfully identified baseline hypoxic tumors. DRS quantification of total hemoglobin, saturated hemoglobin, changes in mitochondrial potential and glucose uptake showed no significant difference in E0771 tumors pre- and post-PPV.
Conclusion
EPROI provides 3D high-resolution pO2 quantification; EPR is better suited than DRS to characterize tumor hypoxia. PPV did not radiosensitize E0771 tumors nor p53/MCA sarcomas, which may be related to the complex pattern of vasculature in each tumor. Additionally, understanding model-dependent tumor hypoxia will provide a much-needed foundation for future therapeutic studies with hypoxic radiosensitizers.
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Data Availability
Research data are stored in an institutional repository and will be shared upon request to the corresponding authors.
References
Vaupel P, Mayer A (2007) Hypoxia in cancer: significance and impact on clinical outcome. Cancer Metastasis Rev 26(2):225–239
Moon EJ, Brizel DM, Chi JT, Dewhirst MW (2007) The potential role of intrinsic hypoxia markers as prognostic variables in cancer. Antioxid Redox Signal 9(8):1237–1294
Churchill-Davidson I (1964) High-pressure oxygen and radiotherapy. Anglo Ger Med Rev 2:519–523
Saunders M, Dische S (1996) Clinical results of hypoxic cell radiosensitisation from hyperbaric oxygen to accelerated radiotherapy, carbogen and nicotinamide. Br J Cancer Suppl 27:S271–S278
Wardman P (2019) Nitroimidazoles as hypoxic cell radiosensitizers and hypoxia probes: misonidazole, myths and mistakes. Br J Radiol 92(1093):20170915
Marcu L, Olver I (2006) Tirapazamine: from bench to clinical trials. Curr Clin Pharmacol 1(1):71–79
Rockwell S, Dobrucki IT, Kim EY, Marrison ST, Vu VT (2009) Hypoxia and radiation therapy: past history, ongoing research, and future promise. Curr Mol Med 9(4):442–458
Koch CJ, Evans SM (2015) Optimizing hypoxia detection and treatment strategies. Semin Nucl Med 45(2):163–176
Rickard AG, Palmer GM, Dewhirst MW (2019) Clinical and pre-clinical methods for quantifying tumor hypoxia. Adv Exp Med Biol 1136:19–41
Bonnitcha P, Grieve S, Figtree G (2018) Clinical imaging of hypoxia: current status and future directions. Free Radic Biol Med 126:296–312
Overgaard J, Horsman MR (1996) Modification of hypoxia-induced radioresistance in tumors by the use of oxygen and sensitizers. Semin Radiat Oncol 6(1):10–21
Epel B, Bowman MK, Mailer C, Halpern HJ (2014) Absolute oxygen r1e imaging in vivo with pulse electron paramagnetic resonance. Magn Reson Med 72(2):362–368
Epel B, Redler G, Halpern HJ (2014) How in vivo epr measures and images oxygen. Adv Exp Med Biol 812:113–119
Viswakarma N, Siddiqui E, Patel S, Hameed S, Schreiber W, Swartz HM, Epel B, Kotecha M (2022) In vivo partial oxygen pressure assessment in subcutaneous and intraperitoneal sites using imaging of solid oxygen probe. Tissue Eng Part C Methods 28(6):264–271
Kotecha M, Epel B, Ravindran S, Dorcemus D, Nukavarapu S, Halpern H (2018) Noninvasive absolute electron paramagnetic resonance oxygen imaging for the assessment of tissue graft oxygenation. Tissue Eng Part C Methods 24(1):14–19
Epel B, Haney CR, Hleihel D, Wardrip C, Barth ED, Halpern HJ (2010) Electron paramagnetic resonance oxygen imaging of a rabbit tumor using localized spin probe delivery. Med Phys 37(6):2553–2559
Gallez B, Baudelet C, Jordan BF (2004) Assessment of tumor oxygenation by electron paramagnetic resonance: principles and applications. NMR Biomed 17(5):240–262
Subramanian S, Matsumoto K, Mitchell JB, Krishna MC (2004) Radio frequency continuous-wave and time-domain epr imaging and overhauser-enhanced magnetic resonance imaging of small animals: instrumental developments and comparison of relative merits for functional imaging. NMR Biomed 17(5):263–294
Ilangovan G, Li H, Zweier JL, Kuppusamy P (2002) In vivo measurement of tumor redox environment using epr spectroscopy. Mol Cell Biochem 234-235(1-2):393–398
Elas M, Bell R, Hleihel D, Barth ED, McFaul C, Haney CR, Bielanska J, Pustelny K, Ahn KH, Pelizzari CA et al (2008) Electron paramagnetic resonance oxygen image hypoxic fraction plus radiation dose strongly correlates with tumor cure in fsa fibrosarcomas. Int J Radiat Oncol Biol Phys 71(2):542–549
Redler G, Epel B, Halpern HJ (2014) What we learn from in vivo epr oxygen images. Adv Exp Med Biol 812:121–126
Epel B, Maggio M, Pelizzari C, Halpern HJ (2017) Electron paramagnetic resonance po2 image tumor oxygen-guided radiation therapy optimization. Adv Exp Med Biol 977:287–296
Epel B, Krzykawska-Serda M, Tormyshev V, Maggio MC, Barth ED, Pelizzari CA, Halpern HJ (2017) Spin lattice relaxation epr po2 images may direct the location of radiation tumor boosts to enhance tumor cure. Cell Biochem Biophys 75(3-4):295–298
Epel B, Kotecha M, Halpern HJ (2017) In vivo preclinical cancer and tissue engineering applications of absolute oxygen imaging using pulse epr. J Magn Reson 280:149–157
Benej M, Hong X, Vibhute S, Scott S, Wu J, Graves E, Le QT, Koong AC, Giaccia AJ, Yu B et al (2018) Papaverine and its derivatives radiosensitize solid tumors by inhibiting mitochondrial metabolism. Proc Natl Acad Sci U S A 115(42):10756–10761
Palmer GM, Zhang H, Lee CT, Mikati H, Herbert JA, Krieger M, von Windheim J, Koester D, Stevenson D, Rocke DJ et al (2018) Assessing effects of pressure on tumor and normal tissue physiology using an automated self-calibrated, pressure-sensing probe for diffuse reflectance spectroscopy. J Biomed Opt 23(5):1–8
Lee CL, Mowery YM, Daniel AR, Zhang D, Sibley AB, Delaney JR, Wisdom AJ, Qin X, Wang X, Caraballo I et al (2019) Mutational landscape in genetically engineered, carcinogen-induced, and radiation-induced mouse sarcoma. JCI Insight 4(13)
Wang LH, Ernst AU, An D, Datta AK, Epel B, Kotecha M, Ma M (2021) A bioinspired scaffold for rapid oxygenation of cell encapsulation systems. Nat Commun 12(1):5846
Lu W, Miao R, Hu S, Liu J, Jin F, Zhang RX (2021) Microsurgical skills of establishing permanent jugular vein cannulation in rats for serial blood sampling of orally administered drug. J Vis Exp 178
Wisdom AJ, Mowery YM, Hong CS, Himes JE, Nabet BY, Qin X, Zhang D, Chen L, Fradin H, Patel R et al (2020) Single cell analysis reveals distinct immune landscapes in transplant and primary sarcomas that determine response or resistance to immunotherapy. Nat Commun 11(1):6410
Garrett ER, Roseboom H, Green JR Jr, Schuermann W (1978) Pharmacokinetics of papaverine hydrochloride and the biopharmaceutics of its oral dosage forms. Int J Clin Pharmacol Biopharm 16(5):193–208
Ritschel WA, Hammer GV (1977) Pharmacokinetics of papaverine in man. Int J Clin Pharmacol Biopharm 15(5):227–228
Guerin MV, Finisguerra V, Van den Eynde BJ, Bercovici N, Trautmann A (2020) Preclinical murine tumor models: a structural and functional perspective. Elife 9
Folkman J, Hanahan D (1991) Switch to the angiogenic phenotype during tumorigenesis. Princess Takamatsu Symp 22:339–347
Hanahan D, Folkman J (1996) Patterns and emerging mechanisms of the angiogenic switch during tumorigenesis. Cell. 86(3):353–364
Wood S Jr (1958) Pathogenesis of metastasis formation observed in vivo in the rabbit ear chamber. AMA Arch Pathol 66(4):550–568
Dewhirst MW (2009) Relationships between cycling hypoxia, hif-1, angiogenesis and oxidative stress. Radiat Res 172(6):653–665
Baronzio G, Parmar G, Baronzio M (2015) Overview of methods for overcoming hindrance to drug delivery to tumors, with special attention to tumor interstitial fluid. Front Oncol 5:165
Dou S, Smith M, Wang Y, Rusckowski M, Liu G (2013) Intraperitoneal injection is not always a suitable alternative to intravenous injection for radiotherapy. Cancer Biother Radiopharm 28(4):335–342
Subhan MA, Yalamarty SSK, Filipczak N, Parveen F, Torchilin VP (2021) Recent advances in tumor targeting via EPR effect for cancer treatment. J Pers Med 11(6)
Sharma A, Arambula JF, Koo S, Kumar R, Singh H, Sessler JL, Kim JS (2019) Hypoxia-targeted drug delivery. Chem Soc Rev 48(3):771–813
Dewhirst MW, Birer SR (2016) Oxygen-enhanced mri is a major advance in tumor hypoxia imaging. Cancer Res 76(4):769–772
Gérard M, Corroyer-Dulmont A, Lesueur P, Collet S, Chérel M, Bourgeois M, Stefan D, Limkin EJ, Perrio C, Guillamo JS et al (2019) Hypoxia imaging and adaptive radiotherapy: a state-of-the-art approach in the management of glioma. Front Med-Lausanne 6
Epel B, Redler G, Pelizzari C, Tormyshev VM, Halpern HJ (2016) Approaching oxygen-guided intensity-modulated radiation therapy. Oxygen Transport to Tissue Xxxvii 876:185–193
Epel B, Maggio M, Pelizzari C, Halpern HJ (2017) Electron paramagnetic resonance po(2) image tumor oxygen-guided radiation therapy optimization. Oxygen Transport to Tissue Xxxix 977:287–296
Epel B, Maggio MC, Barth ED, Miller RC, Pelizzari CA, Krzykawska-Serda M, Sundramoorthy SV, Aydogan B, Weichselbaum RR, Tormyshev VM et al (2019) Oxygen-guided radiation therapy. Int J Radiat Oncol 103(4):977–984
Constantinides C, Mean R, Janssen BJ (2011) Effects of isoflurane anesthesia on the cardiovascular function of the c57bl/6 mouse. ILAR J 52(3):e21–e31
Rickard AG, Zhuang M, DeRosa CA, Dewhirst MW, Fraser CL, Palmer GM (2022) Quantifying the effects of anesthesia on intracellular oxygen via low-cost portable microscopy using dual-emissive nanoparticles. Biomed Opt Express 13(7):3869–3881
Zhang J, Wang H, Suo W, Li Z, Yang C (2021) Penetration enhancing of an erythrocyte-mimicking nanoplatform via papaverine for radiosensitization. Int J Nanomedicine 16:6923–6935
Jordan BF, Sonveaux P (2012) Targeting tumor perfusion and oxygenation to improve the outcome of anticancer therapy. Front Pharmacol 3:94
Boucher Y, Leunig M, Jain RK (1996) Tumor angiogenesis and interstitial hypertension. Cancer Res 56(18):4264–4266
McDonald DM, Baluk P (2002) Significance of blood vessel leakiness in cancer. Cancer Res 62(18):5381–5385
Munn LL (2003) Aberrant vascular architecture in tumors and its importance in drug-based therapies. Drug Discov Today 8(9):396–403
Naghavi AO, Yang GQ, Latifi K, Gillies R, McLeod H, Harrison LB (2018) The future of radiation oncology in soft tissue sarcoma. Cancer Control 25
Ortiz-Prado E, Dunn JF, Vasconez J, Castillo D, Viscor G (2019) Partial pressure of oxygen in the human body: a general review. Am J Blood Res 9(1):1–14
Acknowledgements
We thank Ketan Ghaghada, PhD (Texas Children’s Hospital) for providing liposomal iodine and protocols for cone-beam computed tomography acquisition. We also thank O2M team members, Eliyas Siddiqui, and University of Chicago’s senior technician Eugene Barth for their support with EPROI experiment training and data processing.
Funding
This work is funded by the O2M Technologies and National Institutes of Health (NCI R44CA224840, PI: Kotecha; NCI R41OD026688, PI: Ramanujam). YMM received support from a K08 Award from National Institute of Dental and Craniofacial Research (K08-DE029887). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
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YMM, BE, MK, and GMP contributed to the conception and design of the experiment. AGR, YMM, AB, NTW, TC, RB, SB, and RC acquired and analyzed animal data. AGR and GMP were responsible for the statistical analyses. BE provided oversight in EPROI acquisition and analysis. DCR trained and oversaw jugular vein cannulation. BC, NR, DS, and GMP oversaw and analyzed DRS data. All authors contributed to the final manuscript.
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GMP, BC, NR, DS, and Duke University have financial interest in Zenalux Biomedical, Inc. which is commercializing the Zenascope. BE and MK have financial interest in O2M Technologies, LLC. All other authors declare no competing interests.
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Rickard, .G., Mowery, Y.M., Bassil, A. et al. Evaluating Tumor Hypoxia Radiosensitization Via Electron Paramagnetic Resonance Oxygen Imaging (EPROI). Mol Imaging Biol (2023). https://doi.org/10.1007/s11307-023-01855-0
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DOI: https://doi.org/10.1007/s11307-023-01855-0