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Ettedgui J, Blackman B, Raju N, Kotler SA, Chekmenev EY, Goodson BM, Merkle H, Woodroofe CC, LeClair C, Krishna MC, Swenson RE. Perfluorinated Iridium Catalyst for Signal Amplification by Reversible Exchange Provides Metal-Free Aqueous Hyperpolarized [1- 13C]-Pyruvate. J Am Chem Soc 2024; 146:946-953. [PMID: 38154120 PMCID: PMC10785822 DOI: 10.1021/jacs.3c11499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/22/2023] [Accepted: 11/27/2023] [Indexed: 12/30/2023]
Abstract
Hyperpolarized (HP) carbon-13 [13C] enables the specific investigation of dynamic metabolic and physiologic processes via in vivo MRI-based molecular imaging. As the leading HP metabolic agent, [1-13C]pyruvate plays a pivotal role due to its rapid tissue uptake and central role in cellular energetics. Dissolution dynamic nuclear polarization (d-DNP) is considered the gold standard method for the production of HP metabolic probes; however, development of a faster, less expensive technique could accelerate the translation of metabolic imaging via HP MRI to routine clinical use. Signal Amplification by Reversible Exchange in SHield Enabled Alignment Transfer (SABRE-SHEATH) achieves rapid hyperpolarization by using parahydrogen (p-H2) as the source of nuclear spin order. Currently, SABRE is clinically limited due to the toxicity of the iridium catalyst, which is crucial to the SABRE process. To mitigate Ir contamination, we introduce a novel iteration of the SABRE catalyst, incorporating bis(polyfluoroalkylated) imidazolium salts. This novel perfluorinated SABRE catalyst retained polarization properties while exhibiting an enhanced hydrophobicity. This modification allows the easy removal of the perfluorinated SABRE catalyst from HP [1-13C]-pyruvate after polarization in an aqueous solution, using the ReD-SABRE protocol. The residual Ir content after removal was measured via ICP-MS at 177 ppb, which is the lowest reported to date for pyruvate and is sufficiently safe for use in clinical investigations. Further improvement is anticipated once automated processes for delivery and recovery are initiated. SABRE-SHEATH using the perfluorinated SABRE catalyst can become an attractive low-cost alternative to d-DNP to prepare biocompatible HP [1-13C]-pyruvate formulations for in vivo applications in next-generation molecular imaging modalities.
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Affiliation(s)
- Jessica Ettedgui
- Chemistry
and Synthesis Center, National Heart, Lung,
and Blood Institute 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Burchelle Blackman
- Chemistry
and Synthesis Center, National Heart, Lung,
and Blood Institute 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Natarajan Raju
- Chemistry
and Synthesis Center, National Heart, Lung,
and Blood Institute 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Samuel A. Kotler
- National
Center for Advancing Translational Sciences 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Eduard Y. Chekmenev
- Department
of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), Detroit, Michigan 48202, United States
- Russian
Academy of Sciences, Leninskiy Prospekt 14, Moscow 119991, Russia
| | - Boyd M. Goodson
- School
of Chemical & Biomolecular Sciences and Materials Technology Center, Southern Illinois University, Carbondale, Illinois 62901, United States
| | - Hellmut Merkle
- National
Institute of Neurological Disorder and Stroke, Laboratory for Functional and Molecular Imaging, 31 Center Drive, Bethesda, Maryland 20814, United States
| | - Carolyn C. Woodroofe
- Frederick
National Laboratory for Cancer Research, Division of Cancer Treatment
and Diagnosis (DCTD), National Cancer Institute, 8560 Progress Drive, Frederick, Maryland 21701 United States
| | - Christopher
A. LeClair
- National
Center for Advancing Translational Sciences 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Murali C. Krishna
- Center
for Cancer Research, National Cancer Institute, 31 Center Drive, Bethesda, Maryland 20814, United States
| | - Rolf E. Swenson
- Chemistry
and Synthesis Center, National Heart, Lung,
and Blood Institute 9800 Medical Center Drive, Rockville, Maryland 20850, United States
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Kishimoto S, Devasahayam N, Chandramouli GVR, Murugesan R, Otowa Y, Yamashita K, Yamamoto K, Brender JR, Krishna MC. Evaluation of a deuterated triarylmethyl spin probe for in vivo R 2 ∗-based EPR oximetric imaging with enhanced dynamic range. Magn Reson Med 2024; 91:413-423. [PMID: 37676121 PMCID: PMC10841161 DOI: 10.1002/mrm.29811] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 07/03/2023] [Accepted: 07/11/2023] [Indexed: 09/08/2023]
Abstract
PURPOSE In this study, we compared two triarylmethyl (TAM) spin probes, Ox071 and Ox063 for their efficacy in measuring tissue oxygen levels under hypoxic and normoxic conditions by R2 *-based EPR oximetry. METHODS The R2 * dependencies on the spin probe concentration and oxygen level were calibrated using deoxygenated 1, 2, 5, and 10 mM standard solutions and 2 mM solutions saturated at 0%, 2%, 5%, 10%, and 21% of oxygen. For the hypoxic model, in vivo imaging of a MIA PaCa-2 tumor implanted in the hind leg of a mouse was performed on successive days by R2 *-based EPR oximetry using either Ox071 or Ox063. For the normoxic model, renal imaging of healthy athymic mice was performed using both spin probes. The 3D images were reconstructed by single point imaging and multi-gradient technique was used to determine R2 * maps. RESULTS The signal intensities of Ox071 were approximately three times greater than that of Ox063 in the entire partial pressure of oxygen (pO2 ) range investigated. The histograms of the tumor pO2 images were skewed for both spin probes, and Ox071 showed more frequency counts at pO2 > 32 mm Hg. In the normoxic kidney model, there was a clear delineation between the high pO2 cortex and the low pO2 medulla regions. The histogram of high-resolution kidney oximetry image using Ox071 was nearly symmetrical and frequency counts were seen up to 55 mm Hg, which were missed in Ox063 imaging. CONCLUSION As an oximetric probe, Ox071 has clear advantages over Ox063 in terms of sensitivity and the pO2 dynamic range.
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Affiliation(s)
- Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, NCI, Bethesda, Maryland, USA
- Urologic Oncology Branch, Center for Cancer Research, NCI, Bethesda, Maryland, USA
| | | | | | - Ramachandran Murugesan
- Karpaga Vinayaga Institute of Medical Sciences and Research Center, Chengalpattu, Tamil Nadu, India
| | - Yasunori Otowa
- Radiation Biology Branch, Center for Cancer Research, NCI, Bethesda, Maryland, USA
| | - Kota Yamashita
- Radiation Biology Branch, Center for Cancer Research, NCI, Bethesda, Maryland, USA
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, NCI, Bethesda, Maryland, USA
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, NCI, Bethesda, Maryland, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, NCI, Bethesda, Maryland, USA
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3
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McKay-Corkum GB, Collins VJ, Yeung C, Ito T, Issaq SH, Holland D, Vulikh K, Zhang Y, Lee U, Lei H, Mendoza A, Shern JF, Yohe ME, Yamamoto K, Wilson K, Ji J, Karim BO, Thomas CJ, Krishna MC, Neckers LM, Heske CM. Inhibition of NAD+-Dependent Metabolic Processes Induces Cellular Necrosis and Tumor Regression in Rhabdomyosarcoma Models. Clin Cancer Res 2023; 29:4479-4491. [PMID: 37616468 PMCID: PMC10841338 DOI: 10.1158/1078-0432.ccr-23-0200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 06/23/2023] [Accepted: 08/22/2023] [Indexed: 08/26/2023]
Abstract
PURPOSE Deregulated metabolism in cancer cells represents a vulnerability that may be therapeutically exploited to benefit patients. One such target is nicotinamide phosphoribosyltransferase (NAMPT), the rate-limiting enzyme in the NAD+ salvage pathway. NAMPT is necessary for efficient NAD+ production and may be exploited in cells with increased metabolic demands. We have identified NAMPT as a dependency in rhabdomyosarcoma (RMS), a malignancy for which novel therapies are critically needed. Here we describe the effect of NAMPT inhibition on RMS proliferation and metabolism in vitro and in vivo. EXPERIMENTAL DESIGN Assays of proliferation and cell death were used to determine the effects of pharmacologic NAMPT inhibition in a panel of ten molecularly diverse RMS cell lines. Mechanism of the clinical NAMPTi OT-82 was determined using measures of NAD+ and downstream NAD+-dependent functions, including energy metabolism. We used orthotopic xenograft models to examine tolerability, efficacy, and drug mechanism in vivo. RESULTS Across all ten RMS cell lines, OT-82 depleted NAD+ and inhibited cell growth at concentrations ≤1 nmol/L. Significant impairment of glycolysis was a universal finding, with some cell lines also exhibiting diminished oxidative phosphorylation. Most cell lines experienced profound depletion of ATP with subsequent irreversible necrotic cell death. Importantly, loss of NAD and glycolytic activity were confirmed in orthotopic in vivo models, which exhibited complete tumor regressions with OT-82 treatment delivered on the clinical schedule. CONCLUSIONS RMS is highly vulnerable to NAMPT inhibition. These findings underscore the need for further clinical study of this class of agents for this malignancy.
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Affiliation(s)
- Grace B. McKay-Corkum
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Victor J. Collins
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Choh Yeung
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Takeshi Ito
- Urologic Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Sameer H. Issaq
- Urologic Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - David Holland
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health (NIH)
| | - Ksenia Vulikh
- Molecular Histopathology Lab, Frederick National Laboratory for Cancer Research, National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Yiping Zhang
- National Clinical Target Validation Laboratory, Frederick National Laboratory for Cancer Research, National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Unsun Lee
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Haiyan Lei
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Arnulfo Mendoza
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Jack F. Shern
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Marielle E. Yohe
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Kelli Wilson
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health (NIH)
| | - Jiuping Ji
- National Clinical Target Validation Laboratory, Frederick National Laboratory for Cancer Research, National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Baktiar O. Karim
- Molecular Histopathology Lab, Frederick National Laboratory for Cancer Research, National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Craig J. Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health (NIH)
| | - Murali C. Krishna
- Radiation Biology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Leonard M. Neckers
- Urologic Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
| | - Christine M. Heske
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH)
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Brender JR, Assmann JC, Farthing DE, Saito K, Kishimoto S, Warrick KA, Maglakelidze N, Larus TL, Merkle H, Gress RE, Krishna MC, Buxbaum NP. In vivo deuterium magnetic resonance imaging of xenografted tumors following systemic administration of deuterated water. Sci Rep 2023; 13:14699. [PMID: 37679461 PMCID: PMC10485001 DOI: 10.1038/s41598-023-41163-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 08/23/2023] [Indexed: 09/09/2023] Open
Abstract
In vivo deuterated water (2H2O) labeling leads to deuterium (2H) incorporation into biomolecules of proliferating cells and provides the basis for its use in cell kinetics research. We hypothesized that rapidly proliferating cancer cells would become preferentially labeled with 2H and, therefore, could be visualized by deuterium magnetic resonance imaging (dMRI) following a brief period of in vivo systemic 2H2O administration. We initiated systemic 2H2O administration in two xenograft mouse models harboring either human colorectal, HT-29, or pancreatic, MiaPaCa-2, tumors and 2H2O level of ~ 8% in total body water (TBW). Three schemas of 2H2O administration were tested: (1) starting at tumor seeding and continuing for 7 days of in vivo growth with imaging on day 7, (2) starting at tumor seeding and continuing for 14 days of in vivo growth with imaging on day 14, and (3) initiation of labeling following a week of in vivo tumor growth and continuing until imaging was performed on day 14. Deuterium chemical shift imaging of the tumor bearing limb and contralateral control was performed on either day 7 of 14 after tumor seeding, as described. After 14 days of in vivo tumor growth and 7 days of systemic labeling with 2H2O, a clear deuterium contrast was demonstrated between the xenografts and normal tissue. Labeling in the second week after tumor implantation afforded the highest contrast between neoplastic and healthy tissue in both models. Systemic labeling with 2H2O can be used to create imaging contrast between tumor and healthy issue, providing a non-radioactive method for in vivo cancer imaging.
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Affiliation(s)
- Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Julian C Assmann
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Don E Farthing
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Keita Saito
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Kathrynne A Warrick
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Natella Maglakelidze
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Terri L Larus
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Hellmut Merkle
- Laboratory for Functional and Molecular Imaging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Ronald E Gress
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Nataliya P Buxbaum
- Experimental Transplantation and Immunotherapy Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
- Pediatric Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
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5
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Otowa Y, Kishimoto S, Saida Y, Yamashita K, Yamamoto K, Chandramouli GV, Devasahayam N, Mitchell JB, Krishna MC, Brender JR. Evofosfamide and Gemcitabine Act Synergistically in Pancreatic Cancer Xenografts by Dual Action on Tumor Vasculature and Inhibition of Homologous Recombination DNA Repair. Antioxid Redox Signal 2023; 39:432-444. [PMID: 37051681 PMCID: PMC10623073 DOI: 10.1089/ars.2022.0118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 03/02/2023] [Accepted: 03/13/2023] [Indexed: 04/14/2023]
Abstract
Aims: Pancreatic ductal adenocarcinomas (PDACs) form hypovascular and hypoxic tumors, which are difficult to treat with current chemotherapy regimens. Gemcitabine (GEM) is often used as a first-line treatment for PDACs but has issues with chemoresistance and penetration in the interior of the tumor. Evofosfamide, a hypoxia-activated prodrug, has been shown to be effective in combination with GEM, although the mechanism of each drug on the other has not been established. We used mouse xenografts from two cell lines (MIA Paca-2 and SU.86.86) with different tumor microenvironmental characteristics to probe the action of each drug on the other. Results: GEM treatment enhanced survival times in mice with SU.86.86 leg xenografts (hazard ratio [HR] = 0.35, p = 0.03) but had no effect on MIA Paca-2 mice (HR = 0.91, 95% confidence interval = 0.37-2.25, p = 0.84). Conversely, evofosfamide did not improve survival times in SU.86.86 mice to a statistically significant degree (HR = 0.57, p = 0.22). Electron paramagnetic resonance imaging showed that oxygenation worsened in MIA Paca-2 tumors when treated with GEM, providing a direct mechanism for the activation of the hypoxia-activated prodrug evofosfamide by GEM. Sublethal amounts of either treatment enhanced the toxicity of other treatment in vitro in SU.86.86 but not in MIA Paca-2. By the biomarker γH2AX, combination treatment increased the number of double-stranded DNA lesions in vitro for SU.86.86 but not MIA Paca-2. Innovation and Conclusion: The synergy between GEM and evofosfamide appears to stem from the dual action of GEMs effect on tumor vasculature and inhibition by GEM of the homologous recombination DNA repair process. Antioxid. Redox Signal. 39, 432-444.
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Affiliation(s)
- Yasunori Otowa
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Yu Saida
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Kota Yamashita
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Gadisetti V.R. Chandramouli
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Nallathamby Devasahayam
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - James B. Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Murali C. Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Jeffrey R. Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
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Cook JA, Sowers AL, Choudhuri R, Gadisetti C, Edmondson EF, Gohain S, Krishna MC, Mitchell JB. The effect of modulation of gut microbiome profile on radiation-induced carcinogenesis and survival. J Radiat Res 2023; 64:24-32. [PMID: 36253079 PMCID: PMC9855309 DOI: 10.1093/jrr/rrac062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/04/2022] [Indexed: 06/16/2023]
Abstract
Non-lethal doses of ionizing radiation (IR) delivered to humans because of terrorist events, nuclear accidents or radiotherapy can result in carcinogenesis. Means of protecting against carcinogenesis are lacking. We questioned the role of the gut microbiome in IR-induced carcinogenesis. The gut microbiome was modulated by administering broad spectrum antibiotics (Ab) in the drinking water. Mice were given Ab 3 weeks before and 3 weeks after 3 Gy total body irradiation (TBI) or for 6 weeks one month after TBI. Three weeks of Ab treatment resulted in a 98% reduction in total 16S rRNA counts for 4 out of 6 of the phylum groups detected. However, 3 more weeks of Ab treatment (6 weeks total) saw an expansion in the phylum groups Proteobacteria and Actinobacteria. The Ab treatment altered the bacteria diversity in the gut, and shortened the lifespan when Ab were administered before and after TBI. Mortality studies indicated that the adverse Ab lifespan effects were due to a decrease in the time in which solid tumors started to appear and not to any changes in hematopoietic or benign tumors. In contrast, when Ab were administered one month after TBI, lifespan was unchanged compared to the control TBI group. Use of broad-spectrum antibiotics to simulate the germ-free condition did not afford an advantage on carcinogenesis or lifespan.
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Affiliation(s)
- John A Cook
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda MD 20892, USA
| | - Anastasia L Sowers
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda MD 20892, USA
| | - Rajani Choudhuri
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda MD 20892, USA
| | | | - Elijah F Edmondson
- Molecular Histopathology Laboratory, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Sangeeta Gohain
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda MD 20892, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda MD 20892, USA
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda MD 20892, USA
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7
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Takakusagi Y, Kobayashi R, Saito K, Kishimoto S, Krishna MC, Murugesan R, Matsumoto KI. EPR and Related Magnetic Resonance Imaging Techniques in Cancer Research. Metabolites 2023; 13:metabo13010069. [PMID: 36676994 PMCID: PMC9862119 DOI: 10.3390/metabo13010069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 12/26/2022] [Accepted: 12/28/2022] [Indexed: 01/04/2023] Open
Abstract
Imaging tumor microenvironments such as hypoxia, oxygenation, redox status, and/or glycolytic metabolism in tissues/cells is useful for diagnostic and prognostic purposes. New imaging modalities are under development for imaging various aspects of tumor microenvironments. Electron Paramagnetic Resonance Imaging (EPRI) though similar to NMR/MRI is unique in its ability to provide quantitative images of pO2 in vivo. The short electron spin relaxation times have been posing formidable challenge to the technology development for clinical application. With the availability of the narrow line width trityl compounds, pulsed EPR imaging techniques were developed for pO2 imaging. EPRI visualizes the exogenously administered spin probes/contrast agents and hence lacks the complementary morphological information. Dynamic nuclear polarization (DNP), a phenomenon that transfers the high electron spin polarization to the surrounding nuclear spins (1H and 13C) opened new capabilities in molecular imaging. DNP of 13C nuclei is utilized in metabolic imaging of 13C-labeled compounds by imaging specific enzyme kinetics. In this article, imaging strategies mapping physiologic and metabolic aspects in vivo are reviewed within the framework of their application in cancer research, highlighting the potential and challenges of each of them.
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Affiliation(s)
- Yoichi Takakusagi
- Quantum Hyperpolarized MRI Research Team, Institute for Quantum Life Science, Quantum Life and Medical Science Directorate, National Institutes for Quantum Science and Technology, 4-9-1 Anagawa, Inage-Ku, Chiba 263-8555, Japan
- Department of Quantum Life Science, Graduate School of Science, Chiba University, Chiba 265-8522, Japan
- Correspondence: (Y.T.); (K.-i.M.); Tel.: +81-43-382-4297 (Y.T.); +81-43-206-3123 (K.-i.M.)
| | - Ryoma Kobayashi
- Quantum Hyperpolarized MRI Research Team, Institute for Quantum Life Science, Quantum Life and Medical Science Directorate, National Institutes for Quantum Science and Technology, 4-9-1 Anagawa, Inage-Ku, Chiba 263-8555, Japan
| | - Keita Saito
- Quantum Hyperpolarized MRI Research Team, Institute for Quantum Life Science, Quantum Life and Medical Science Directorate, National Institutes for Quantum Science and Technology, 4-9-1 Anagawa, Inage-Ku, Chiba 263-8555, Japan
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892-1002, USA
| | - Murali C. Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892-1002, USA
| | - Ramachandran Murugesan
- Karpaga Vinayaga Institute of Medical Sciences and Research Center, Palayanoor (PO), Chengalpattu 603308, India
| | - Ken-ichiro Matsumoto
- Quantitative RedOx Sensing Group, Department of Radiation Regulatory Science Research, National Institute of Radiological Sciences, Quantum Life and Medical Science Directorate, National Institutes for Quantum Science and Technology, 4-9-1 Anagawa, Inage-Ku, Chiba 263-8555, Japan
- Correspondence: (Y.T.); (K.-i.M.); Tel.: +81-43-382-4297 (Y.T.); +81-43-206-3123 (K.-i.M.)
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8
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Adelabu I, Ettedgui J, Joshi SM, Nantogma S, Chowdhury MRH, McBride S, Theis T, Sabbasani VR, Chandrasekhar M, Sail D, Yamamoto K, Swenson RE, Krishna MC, Goodson BM, Chekmenev EY. Rapid 13C Hyperpolarization of the TCA Cycle Intermediate α-Ketoglutarate via SABRE-SHEATH. Anal Chem 2022; 94:13422-13431. [PMID: 36136056 PMCID: PMC9907724 DOI: 10.1021/acs.analchem.2c02160] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
α-Ketoglutarate is a key biomolecule involved in a number of metabolic pathways─most notably the TCA cycle. Abnormal α-ketoglutarate metabolism has also been linked with cancer. Here, isotopic labeling was employed to synthesize [1-13C,5-12C,D4]α-ketoglutarate with the future goal of utilizing its [1-13C]-hyperpolarized state for real-time metabolic imaging of α-ketoglutarate analytes and its downstream metabolites in vivo. The signal amplification by reversible exchange in shield enables alignment transfer to heteronuclei (SABRE-SHEATH) hyperpolarization technique was used to create 9.7% [1-13C] polarization in 1 minute in this isotopologue. The efficient 13C hyperpolarization, which utilizes parahydrogen as the source of nuclear spin order, is also supported by favorable relaxation dynamics at 0.4 μT field (the optimal polarization transfer field): the exponential 13C polarization buildup constant Tb is 11.0 ± 0.4 s whereas the 13C polarization decay constant T1 is 18.5 ± 0.7 s. An even higher 13C polarization value of 17.3% was achieved using natural-abundance α-ketoglutarate disodium salt, with overall similar relaxation dynamics at 0.4 μT field, indicating that substrate deuteration leads only to a slight increase (∼1.2-fold) in the relaxation rates for 13C nuclei separated by three chemical bonds. Instead, the gain in polarization (natural abundance versus [1-13C]-labeled) is rationalized through the smaller heat capacity of the "spin bath" comprising available 13C spins that must be hyperpolarized by the same number of parahydrogen present in each sample, in line with previous 15N SABRE-SHEATH studies. Remarkably, the C-2 carbon was not hyperpolarized in both α-ketoglutarate isotopologues studied; this observation is in sharp contrast with previously reported SABRE-SHEATH pyruvate studies, indicating that the catalyst-binding dynamics of C-2 in α-ketoglutarate differ from that in pyruvate. We also demonstrate that 13C spectroscopic characterization of α-ketoglutarate and pyruvate analytes can be performed at natural 13C abundance with an estimated detection limit of 80 micromolar concentration × *%P13C. All in all, the fundamental studies reported here enable a wide range of research communities with a new hyperpolarized contrast agent potentially useful for metabolic imaging of brain function, cancer, and other metabolically challenging diseases.
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Affiliation(s)
- Isaiah Adelabu
- Department of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), Detroit, Michigan 48202, United States
| | - Jessica Ettedgui
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland 20850, United States
| | - Sameer M. Joshi
- Department of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), Detroit, Michigan 48202, United States
| | - Shiraz Nantogma
- Department of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), Detroit, Michigan 48202, United States
| | - Md Raduanul H. Chowdhury
- Department of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), Detroit, Michigan 48202, United States
| | - Stephen McBride
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27695-8204, United States
| | - Thomas Theis
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27695-8204, United States
| | - Venkata R. Sabbasani
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland 20850, United States
| | - Mushti Chandrasekhar
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland 20850, United States
| | - Deepak Sail
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland 20850, United States
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland 20892, United States
| | - Rolf E. Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland 20850, United States
| | - Murali C. Krishna
- Center for Cancer Research, National Cancer Institute, Bethesda, 31 Center Drive Maryland 20814, United States
| | - Boyd M. Goodson
- School of Chemical & Biomolecular Sciences and Materials Technology Center, Southern Illinois University, Carbondale, Illinois 62901, United States
| | - Eduard Y. Chekmenev
- Department of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), Detroit, Michigan 48202, United States
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9
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Kawai T, Matsuo M, Takakusagi Y, Saito K, Hyodo F, Devasahayam N, Matsumoto S, Kishimoto S, Yasui H, Yamamoto K, Krishna MC. Continuous monitoring of postirradiation reoxygenation and cycling hypoxia using electron paramagnetic resonance imaging. NMR Biomed 2022; 35:e4783. [PMID: 35661282 PMCID: PMC9482554 DOI: 10.1002/nbm.4783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/17/2022] [Accepted: 06/01/2022] [Indexed: 06/15/2023]
Abstract
Reoxygenation has a significant impact on the tumor response to radiotherapy. With developments in radiotherapy technology, the relevance of the reoxygenation phenomenon in treatment efficacy has been a topic of interest. Evaluating the reoxygenation in the tumor microenvironment throughout the course of radiation therapy is important in developing effective treatment strategies. In the current study, we used electron paramagnetic resonance imaging (EPRI) to directly map and quantify the partial oxygen pressure (pO2 ) in tumor tissues. Human colorectal cancer cell lines, HT29 and HCT116, were used to induce tumor growth in female athymic nude mice. Tumors were irradiated with 3, 10, or 20 Gy using an x-ray irradiator. Prior to each EPRI scan, magnetic resonance imaging (MRI) was performed to obtain T2-weighted anatomical images for reference. The differences in the mean pO2 were determined through two-tailed Student's t-test and one-way analysis of variance. The median pO2 60 min after irradiation was found to be lower in HCT116 than in HT29 (9.1 ± 1.5 vs. 14.0 ± 1.0 mmHg, p = 0.045). There was a tendency for delayed and incomplete recovery of pO2 in the HT29 tumor when a higher dose of irradiation (10 and 20 Gy) was applied. Moreover, there was a dose-dependent increase in the hypoxic areas (pO2 < 10 mmHg) 2 and 24 h after irradiation in all groups. In addition, an area that showed pO2 fluctuation between hypoxia and normoxia (pO2 > 10 mmHg) was also identified surrounding the region with stable hypoxia, and it slightly enlarged after recovery from acute hypoxia. In conclusion, we demonstrated the reoxygenation phenomenon in an in vivo xenograft model study using EPRI. These findings may lead to new knowledge regarding the reoxygenation process and possibilities of a new radiation therapy concept, namely, reoxygenation-based radiation therapy.
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Affiliation(s)
- Tatsuya Kawai
- Radiation Oncology BranchNational Cancer InstituteBethesdaMarylandUSA
- Department of RadiologyNagoya City University Graduate School of Medical SciencesNagoyaJapan
| | - Masayuki Matsuo
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
- Department of RadiologyGifu UniversityGifuJapan
| | - Yoichi Takakusagi
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
- Institute for Quantum Life ScienceNational Institutes for Quantum Science and TechnologyChiba‐cityJapan
| | - Keita Saito
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
| | - Fuminori Hyodo
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
- Department of Radiology, Frontier Science for ImagingGifu UniversityGifuJapan
| | | | - Shingo Matsumoto
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
- Division of Bioengineering and Bioinformatics, Graduate School of Information Science and TechnologyHokkaido UniversityHokkaidoJapan
| | - Shun Kishimoto
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
| | - Hironobu Yasui
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
- Laboratory of Radiation Biology, Department of Applied Veterinary Sciences, Faculty of Veterinary MedicineHokkaido UniversityHokkaidoJapan
| | | | - Murali C. Krishna
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
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10
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Seki T, Saida Y, Kishimoto S, Lee J, Otowa Y, Yamamoto K, Chandramouli GV, Devasahayam N, Mitchell JB, Krishna MC, Brender JR. PEGPH20, a PEGylated human hyaluronidase, induces radiosensitization by reoxygenation in pancreatic cancer xenografts. A molecular imaging study. Neoplasia 2022; 30:100793. [PMID: 35523073 PMCID: PMC9079680 DOI: 10.1016/j.neo.2022.100793] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/28/2022] [Accepted: 03/29/2022] [Indexed: 11/14/2022]
Abstract
PURPOSE PEGylated human hyaluronidase (PEGPH20) enzymatically depletes hyaluronan, an important component of the extracellular matrix, increasing the delivery of therapeutic molecules. Combinations of chemotherapy and PEGPH20, however, have been unsuccessful in Phase III clinical trials. We hypothesize that by increasing tumor oxygenation by improving vascular patency and perfusion, PEGPH20 will also act as a radiosensitization agent. EXPERIMENTAL DESIGN The effect of PEGPH20 on radiation treatment was analyzed with respect to tumor growth, survival time, p02, local blood volume, and the perfusion/permeability of blood vessels in a human pancreatic adenocarcinoma BxPC3 mouse model overexpressing hyaluronan synthase 3 (HAS3). RESULTS Mice overexpressing HAS3 developed fast growing, radiation resistant tumors that became rapidly more hypoxic as time progressed. Treatment with PEGPH20 increased survival times when used in combination with radiation therapy, significantly more than either radiation therapy or PEGPH20 alone. In mice that overexpressed HAS3, EPR imaging showed an increase in local pO2 that could be linked to increases in perfusion/permeability and local blood volume immediately after PEGPH20 treatment. Hyperpolarized [1-13C] pyruvate suggested PEGPH20 caused a metabolic shift towards decreased glycolytic flux. These effects were confined to the mice overexpressing HAS3 - no effect of PEGPH20 on survival, radiation treatment, or pO2 was seen in wild type BxPC3 tumors. CONCLUSIONS PEGPH20 may be useful for radiosensitization of pancreatic cancer but only in the subset of tumors with substantial hyaluronan accumulation. The response of the treatment may potentially be monitored by non-invasive imaging of the hemodynamic and metabolic changes in the tumor microenvironment.
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Affiliation(s)
- Tomohiro Seki
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States; Josai University, Faculty of Pharmaceutical Sciences, Sakado, Japan
| | - Yu Saida
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States; Department of Respiratory Medicine and Infectious Diseases, Niigata University Medical and Dental Hospital, Niigata, Japan
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States
| | - Jisook Lee
- Halozyme Therapeutics, San Diego, California, United States
| | - Yasunori Otowa
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States
| | - Gadisetti Vr Chandramouli
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States
| | - Nallathamby Devasahayam
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States
| | - Jeffery R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, United States.
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11
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Saida Y, Seki T, Kishimoto S, Brender JR, Chandramouli GVR, Otowa Y, Yamashita K, Yamamoto K, Devasahayam N, Krishna MC. Abstract 5974: Multimodal molecular imaging detects early reoxygenation induced by hyaluronan depletion in pancreatic cancer model mouse. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-5974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
[Purpose] In pancreatic ductal adenocarcinoma (PDAC) which is characterized by an intense desmoplastic feature, the extracellular matrix (ECM) can significantly influence the tumor microenvironment (TME). Hyaluronan (HA), a major component of ECM, is associated with elevated tumor pressure, vascular collapse, and poor perfusion in TME, conferring hypoxia. HA expression is also correlated with poor prognosis in the patients with PDAC. PEGylated human hyaluronidase (PEGPH20) enzymatically depletes hyaluronan in tumors. The resultant improvement in vascular patency and blood perfusion is expected to increase the delivery of therapeutic molecules. The aim of this study was to investigate the change in physiologic and metabolic profile of the tumor in response to treatment with PEGPH20 using multi-modal imaging techniques. We also investigated the capability of PEGPH20 to enhance treatment effect of radiation. [Methods] Athymic nude mice were inoculated with BxPC3 (human pancreatic adenocarcinoma) tumor cells transduced with hyaluronan synthase 3 (HAS3) to the right tibial periosteum. BxPC3-HAS3 tumor treated with PEGPH20 or control buffer were scanned with Electron paramagnetic Resonance imaging (EPRI), dynamic contrast enhanced (DCE) MRI, ultra-small superparamagnetic iron oxide (USPIO) MRI, Photoacoustic imaging (PAI), and Hyperpolarized 13C-MRI using [1-13C] pyruvate to evaluate intratumor pO2, intratumor perfusion, blood volume, O2 saturation, and glycolysis, respectively. [Results] EPRI showed significantly increased pO2 in PEGPH20 treated group. DCE-MRI and USPIO-MRI showed improved perfusion/permeability and local blood volume, respectively after PEGPH20 treatment, accounting for the increase in tumor oxygenation. PAI provided the evidence of immediate changes in tumor oxygenation after treatment. Hyperpolarized 13C-MRI using [1-13C] pyruvate suggested the decreased glycolytic flux evaluated by lactate/pyruvate ratio after PEGPH20 treatment. Combination of radiotherapy and PEGPH20 synergistically delayed tumor progression and prolonged the survival. [Conclusions] This study examined the effect of PEGPH20 on TME in PDAC xenograft model by using non-invasive multimodal imaging techniques. In summary, the non-invasive imaging modalities were useful in evaluating the changes in hemodynamics and metabolism in TME induced by modulation of ECM such as PEGPH20 treatment. PEGPH20 enhanced treatment effect of radiation therapy. The results validated the utility of the imaging methods to non-invasively monitor the changes in TME and predicted the radiosensitizing effect of hyaluronan depletion.
Citation Format: Yu Saida, Tomohiro Seki, Shun Kishimoto, Jeffrey R. Brender, Gadisetti VR. Chandramouli, Yasunori Otowa, Kota Yamashita, Kazutoshi Yamamoto, Nallathamby Devasahayam, Murali C. Krishna. Multimodal molecular imaging detects early reoxygenation induced by hyaluronan depletion in pancreatic cancer model mouse [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5974.
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Affiliation(s)
- Yu Saida
- 1Department of Respiratory Medicine and Infectious Diseases, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Tomohiro Seki
- 2Laboratory of Pharmaceutics, Faculty of Pharmacy and Pharmaceutical Sciences, Josai University, Sakado, Japan
| | - Shun Kishimoto
- 3Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD
| | - Jeffrey R. Brender
- 3Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD
| | | | - Yasunori Otowa
- 3Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD
| | - Kota Yamashita
- 3Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD
| | - Kazutoshi Yamamoto
- 3Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD
| | - Nallathamby Devasahayam
- 3Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD
| | - Murali C. Krishna
- 3Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD
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12
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Saito Y, Yatabe H, Tamura I, Kondo Y, Ishida R, Seki T, Hiraga K, Eguchi A, Takakusagi Y, Saito K, Oshima N, Ishikita H, Yamamoto K, Krishna MC, Sando S. Structure-guided design enables development of a hyperpolarized molecular probe for the detection of aminopeptidase N activity in vivo. Sci Adv 2022; 8:eabj2667. [PMID: 35353577 PMCID: PMC8967239 DOI: 10.1126/sciadv.abj2667] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Dynamic nuclear polarization (DNP) is a cutting-edge technique that markedly enhances the detection sensitivity of molecules using nuclear magnetic resonance (NMR)/magnetic resonance imaging (MRI). This methodology enables real-time imaging of dynamic metabolic status in vivo using MRI. To expand the targetable metabolic reactions, there is a demand for developing exogenous, i.e., artificially designed, DNP-NMR molecular probes; however, complying with the requirements of practical DNP-NMR molecular probes is challenging because of the lack of established design guidelines. Here, we report Ala-[1-13C]Gly-d2-NMe2 as a DNP-NMR molecular probe for in vivo detection of aminopeptidase N activity. We developed this probe rationally through precise structural investigation, calculation, biochemical assessment, and advanced molecular design to achieve rapid and detectable responses to enzyme activity in vivo. With the fabricated probe, we successfully detected enzymatic activity in vivo. This report presents a comprehensive approach for the development of artificially derived, practical DNP-NMR molecular probes through structure-guided molecular design.
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Affiliation(s)
- Yutaro Saito
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Hiroyuki Yatabe
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Iori Tamura
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Yohei Kondo
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Ryo Ishida
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Tomohiro Seki
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Keita Hiraga
- Department of Applied Chemistry, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Akihiro Eguchi
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Yoichi Takakusagi
- Quantum Hyperpolarized MRI Group, Institute for Quantum Life Science (iQLS), National Institutes for Quantum and Radiological Science and Technology (QST), Anagawa 4-9-1, Inage, Chiba-city 263-8555, Japan
- Institute for Quantum Medical Science (iQMS), National Institutes for Quantum and Radiological Science and Technology (QST), Anagawa 4-9-1, Inage, Chiba-city 263-8555, Japan
| | - Keisuke Saito
- Department of Applied Chemistry, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
- Research Center for Advanced Science and Technology, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8904, Japan
| | - Nobu Oshima
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Hiroshi Ishikita
- Department of Applied Chemistry, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
- Research Center for Advanced Science and Technology, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8904, Japan
| | - Kazutoshi Yamamoto
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Murali C. Krishna
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
- Corresponding author. (M.C.K.); (S.S.)
| | - Shinsuke Sando
- Department of Chemistry and Biotechnology, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
- Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
- Corresponding author. (M.C.K.); (S.S.)
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13
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Adelabu I, TomHon P, Kabir MSH, Nantogma S, Abdulmojeed M, Mandzhieva I, Ettedgui J, Swenson RE, Krishna MC, Theis T, Goodson BM, Chekmenev EY. Order-Unity 13 C Nuclear Polarization of [1- 13 C]Pyruvate in Seconds and the Interplay of Water and SABRE Enhancement. Chemphyschem 2022; 23:e202100839. [PMID: 34813142 PMCID: PMC8770613 DOI: 10.1002/cphc.202100839] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Indexed: 01/21/2023]
Abstract
Signal Amplification By Reversible Exchange in SHield Enabled Alignment Transfer (SABRE-SHEATH) is investigated to achieve rapid hyperpolarization of 13 C1 spins of [1-13 C]pyruvate, using parahydrogen as the source of nuclear spin order. Pyruvate exchange with an iridium polarization transfer complex can be modulated via a sensitive interplay between temperature and co-ligation of DMSO and H2 O. Order-unity 13 C (>50 %) polarization of catalyst-bound [1-13 C]pyruvate is achieved in less than 30 s by restricting the chemical exchange of [1-13 C]pyruvate at lower temperatures. On the catalyst bound pyruvate, 39 % polarization is measured using a 1.4 T NMR spectrometer, and extrapolated to >50 % at the end of build-up in situ. The highest measured polarization of a 30-mM pyruvate sample, including free and bound pyruvate is 13 % when using 20 mM DMSO and 0.5 M water in CD3 OD. Efficient 13 C polarization is also enabled by favorable relaxation dynamics in sub-microtesla magnetic fields, as indicated by fast polarization buildup rates compared to the T1 spin-relaxation rates (e. g., ∼0.2 s-1 versus ∼0.1 s-1 , respectively, for a 6 mM catalyst-[1-13 C]pyruvate sample). Finally, the catalyst-bound hyperpolarized [1-13 C]pyruvate can be released rapidly by cycling the temperature and/or by optimizing the amount of water, paving the way to future biomedical applications of hyperpolarized [1-13 C]pyruvate produced via comparatively fast and simple SABRE-SHEATH-based approaches.
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Affiliation(s)
- Isaiah Adelabu
- Integrative Biosciences, Department of Chemistry Karmanos Cancer Institute, Wayne State University, 5101 Cass Ave, Detroit, MI, 48202, USA
| | - Patrick TomHon
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27695-8204, USA
| | - Mohammad S H Kabir
- Integrative Biosciences, Department of Chemistry Karmanos Cancer Institute, Wayne State University, 5101 Cass Ave, Detroit, MI, 48202, USA
| | - Shiraz Nantogma
- Integrative Biosciences, Department of Chemistry Karmanos Cancer Institute, Wayne State University, 5101 Cass Ave, Detroit, MI, 48202, USA
| | - Mustapha Abdulmojeed
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27695-8204, USA
| | - Iuliia Mandzhieva
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27695-8204, USA
| | - Jessica Ettedgui
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland, 20850, USA
| | - Rolf E Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland, 20850, USA
| | - Murali C Krishna
- Center for Cancer Research, National Cancer Institute, Bethesda, 31 Center Drive, Maryland, 20814, USA
| | - Thomas Theis
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina, 27695-8204, USA
| | - Boyd M Goodson
- School of Chemical and Biomolecular Sciences Materials Technology Center, Southern Illinois University, 1245 Lincoln Dr., Carbondale, IL, 62901, USA
| | - Eduard Y Chekmenev
- Integrative Biosciences, Department of Chemistry Karmanos Cancer Institute, Wayne State University, 5101 Cass Ave, Detroit, MI, 48202, USA
- Russian Academy of Sciences, Leninskiy Prospect, 14, 119991, Moscow, Russia
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14
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Flood AB, Swarts SG, Krishna MC, Gallez B. Special Issues of AMR on the Occasion of the 85th Birthday of Harold M. Swartz (HMS): Overview of Part 2 Articles and HMS' Citations on Magnetic Resonance. Appl Magn Reson 2022; 53:1-45. [PMID: 35002085 PMCID: PMC8727969 DOI: 10.1007/s00723-021-01459-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Affiliation(s)
- Ann Barry Flood
- Department of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, NH USA
| | - Steven G. Swarts
- Department of Radiation Oncology, School of Medicine, University of Florida, Gainesville, FL USA
| | - Murali C. Krishna
- Radiation Biology Branch, National Cancer Institute, Bethesda, MD USA
| | - Bernard Gallez
- Biomedical Magnetic Resonance, Louvain Drug Research Institute, Université Catholique du Louvain, Brussels, Belgium
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15
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Abstract
Significance: Oxygen imaging techniques, which can probe the spatiotemporal heterogeneity of tumor oxygenation, could be of significant clinical utility in radiation treatment planning and in evaluating the effectiveness of hypoxia-activated prodrugs. To fulfill these goals, oxygen imaging techniques should be noninvasive, quantitative, and capable of serial imaging, as well as having sufficient temporal resolution to detect the dynamics of tumor oxygenation to distinguish regions of chronic and acute hypoxia. Recent Advances: No current technique meets all these requirements, although all have strengths in certain areas. The current status of positron emission tomography (PET)-based hypoxia imaging, oxygen-enhanced magnetic resonance imaging (MRI), 19F MRI, and electron paramagnetic resonance (EPR) oximetry are reviewed along with their strengths and weaknesses for planning hypoxia-guided, intensity-modulated radiation therapy and detecting treatment response for hypoxia-targeted prodrugs. Critical Issues: Spatial and temporal resolution emerges as a major concern for these areas along with specificity and quantitative response. Although multiple oxygen imaging techniques have reached the investigative stage, clinical trials to test the therapeutic effectiveness of hypoxia imaging have been limited. Future Directions: Imaging elements of the redox environment besides oxygen by EPR and hyperpolarized MRI may have a significant impact on our understanding of the basic biology of the reactive oxygen species response and may extend treatment possibilities.
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Affiliation(s)
- Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | - Yu Saida
- Radiation Biology Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | - Nallathamby Devasahayam
- Radiation Biology Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland, USA
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Choudhuri R, Sowers AL, Chandramouli GVR, Gamson J, Krishna MC, Mitchell JB, Cook JA. The antioxidant tempol transforms gut microbiome to resist obesity in female C3H mice fed a high fat diet. Free Radic Biol Med 2022; 178:380-390. [PMID: 34883252 PMCID: PMC8753776 DOI: 10.1016/j.freeradbiomed.2021.12.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 12/02/2021] [Accepted: 12/03/2021] [Indexed: 12/20/2022]
Abstract
The nitroxide, Tempol, prevents obesity related changes in mice fed a high fat diet (HFD). The purpose of this study was to gain insight into the mechanisms that result in such changes by Tempol in female C3H mice. Microarray methodology, Western blotting, bile acid analyses, and gut microbiome sequencing were used to identify multiple genes, proteins, bile acids, and bacteria that are regulated by Tempol in female C3H mice on HFD. The effects of antibiotics in combination with Tempol on the gut microflora were also studied. Adipose tissue, from Tempol treated mice, was analyzed using targeted gene microarrays revealing up-regulation of fatty acid metabolism genes (Acadm and Acadl > 4-fold, and Acsm3 and Acsm5 > 10-fold). Gene microarray studies of liver tissue from mice switched from HFD to Tempol HFD showed down-regulation of fatty acid synthesis genes and up-regulation of fatty acid oxidation genes. Analyses of proteins involved in obesity revealed that the expression of aldehyde dehydrogenase 1A1 (ALDH1A1) and fasting induced adipose factor/angiopoietin-like protein 4 (FIAF/ANGPTL4) was altered by Tempol HFD. Bile acid studies revealed increases in cholic acid (CA) and deoxycholic acid (DCA) in both the liver and serum of Tempol treated mice. Tempol HFD effect on the gut microbiome composition showed an increase in the population of Akkermansia muciniphila, a bacterial species known to be associated with a lean, anti-inflammatory phenotype. Antibiotic treatment significantly reduced the total level of bacterial numbers, however, Tempol was still effective in reducing the HFD weight gain. Even after antibiotic treatment Tempol still positively influenced several bacterial species such as as Akkermansia muciniphila and Bilophila wadsworthia. The positive effects of Tempol moderating weight gain in female mice fed a HFD involves changes to the gut microbiome, bile acids composition, and finally to changes in genes and proteins involved in fatty acid metabolism and storage.
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Affiliation(s)
- Rajani Choudhuri
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Anastasia L Sowers
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | | | - Janet Gamson
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - John A Cook
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
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17
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AbuSalim JE, Yamamoto K, Miura N, Blackman B, Brender JR, Mushti C, Seki T, Camphausen KA, Swenson RE, Krishna MC, Kesarwala AH. Simple Esterification of [1- 13C]-Alpha-Ketoglutarate Enhances Membrane Permeability and Allows for Noninvasive Tracing of Glutamate and Glutamine Production. ACS Chem Biol 2021; 16:2144-2150. [PMID: 34554724 PMCID: PMC9107957 DOI: 10.1021/acschembio.1c00561] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Alpha-ketoglutarate (α-KG) is a key metabolite and signaling molecule in cancer cells, but the low permeability of α-KG limits the study of α-KG mediated effects in vivo. Recently, cell-permeable monoester and diester α-KG derivatives have been synthesized for use in vivo, but many of these derivatives are not compatible for use in hyperpolarized carbon-13 nuclear magnetic resonance spectroscopy (HP-13C-MRS). HP-13C-MRS is a powerful technique that has been used to noninvasively trace labeled metabolites in real time. Here, we show that using diethyl-[1-13C]-α-KG as a probe in HP-13C-MRS allows for noninvasive tracing of α-KG metabolism in vivo.
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Affiliation(s)
- Jenna E. AbuSalim
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States; Department of Radiation Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, Georgia 30322, United States
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Natsuko Miura
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Burchelle Blackman
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Jeffrey R. Brender
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Chandrasekhar Mushti
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Tomohiro Seki
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Kevin A. Camphausen
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Rolf E. Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Murali C. Krishna
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Aparna H. Kesarwala
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20892, United States; Department of Radiation Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, Georgia 30322, United States
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18
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Miura N, Mushti C, Sail D, AbuSalim JE, Yamamoto K, Brender JR, Seki T, AbuSalim DI, Matsumoto S, Camphausen KA, Krishna MC, Swenson RE, Kesarwala AH. Synthesis of [1- 13 C-5- 12 C]-alpha-ketoglutarate enables noninvasive detection of 2-hydroxyglutarate. NMR Biomed 2021; 34:e4588. [PMID: 34263489 PMCID: PMC8492538 DOI: 10.1002/nbm.4588] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 06/22/2021] [Accepted: 06/22/2021] [Indexed: 06/13/2023]
Abstract
Isocitrate dehydrogenase 1 (IDH1) mutations that generate the oncometabolite 2-hydroxyglutarate (2-HG) from α-ketoglutarate (α-KG) have been identified in many types of tumors and are an important prognostic factor in gliomas. 2-HG production can be determined by hyperpolarized carbon-13 magnetic resonance spectroscopy (HP-13 C-MRS) using [1-13 C]-α-KG as a probe, but peak contamination from naturally occurring [5-13 C]-α-KG overlaps with the [1-13 C]-2-HG peak. Via a newly developed oxidative-Stetter reaction, [1-13 C-5-12 C]-α-KG was synthesized. α-KG metabolism was measured via HP-13 C-MRS using [1-13 C-5-12 C]-α-KG as a probe. [1-13 C-5-12 C]-α-KG was synthesized in high yields, and successfully eliminated the signal from C5 of α-KG in the HP-13 C-MRS spectra. In HCT116 IDH1 R132H cells, [1-13 C-5-12 C]-α-KG allowed for unimpeded detection of [1-13 C]-2-HG. 12 C-enrichment represents a novel method to circumvent spectral overlap, and [1-13 C-5-12 C]-α-KG shows promise as a probe to study IDH1 mutant tumors and α-KG metabolism.
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Affiliation(s)
- Natsuko Miura
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Chandrasekhar Mushti
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Deepak Sail
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jenna E. AbuSalim
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Department of Radiation Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA, USA
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jeffrey R. Brender
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Tomohiro Seki
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Shingo Matsumoto
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Kevin A. Camphausen
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Murali C. Krishna
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Rolf E. Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Aparna H. Kesarwala
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Department of Radiation Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA, USA
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Kishimoto S, Brender JR, Chandramouli GVR, Saida Y, Yamamoto K, Mitchell JB, Krishna MC. Hypoxia-Activated Prodrug Evofosfamide Treatment in Pancreatic Ductal Adenocarcinoma Xenografts Alters the Tumor Redox Status to Potentiate Radiotherapy. Antioxid Redox Signal 2021; 35:904-915. [PMID: 32787454 PMCID: PMC8568781 DOI: 10.1089/ars.2020.8131] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Aims: In hypoxic tumor microenvironments, the strongly reducing redox environment reduces evofosfamide (TH-302) to release a cytotoxic bromo-isophosphoramide (Br-IPM) moiety. This drug therefore preferentially attacks hypoxic regions in tumors where other standard anticancer treatments such as chemotherapy and radiation therapy are often ineffective. Various combination therapies with evofosfamide have been proposed and tested in preclinical and clinical settings. However, the treatment effect of evofosfamide monotherapy on tumor hypoxia has not been fully understood, partly due to the lack of quantitative methods to assess tumor pO2in vivo. Here, we use quantitative pO2 imaging by electron paramagnetic resonance (EPR) to evaluate the change in tumor hypoxia in response to evofosfamide treatment using two pancreatic ductal adenocarcinoma xenograft models: MIA Paca-2 tumors responding to evofosfamide and Su.86.86 tumors that do not respond. Results: EPR imaging showed that oxygenation improved globally after evofosfamide treatment in hypoxic MIA Paca-2 tumors, in agreement with the ex vivo results obtained from hypoxia staining by pimonidazole and in apparent contrast to the decrease in Ktrans observed in dynamic contrast-enhanced magnetic resonance imaging (DCE MRI). Innovations: The observation that evofosfamide not only kills the hypoxic region of the tumor but also improves oxygenation in the residual tumor regions provides a rationale for combination therapies using radiation and antiproliferatives post evofosfamide for improved outcomes. Conclusion: This study suggests that reoxygenation after evofosfamide treatment is due to decreased oxygen demand rather than improved perfusion. Following the change in pO2 after treatment may therefore yield a way of monitoring treatment response. Antioxid. Redox Signal. 35, 904-915.
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Affiliation(s)
- Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Yu Saida
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
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20
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Kawai T, Brender JR, Lee JA, Kramp T, Kishimoto S, Krishna MC, Tofilon P, Camphausen KA. Detection of metabolic change in glioblastoma cells after radiotherapy using hyperpolarized 13 C-MRI. NMR Biomed 2021; 34:e4514. [PMID: 33939204 PMCID: PMC8243917 DOI: 10.1002/nbm.4514] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 03/08/2021] [Accepted: 03/10/2021] [Indexed: 06/12/2023]
Abstract
Dynamic nuclear polarization (DNP) of 13 C-labeled substrates enables the use of magnetic resonance imaging (MRI) to monitor specific enzymatic reactions in tumors and offers an opportunity to investigate these differences. In this study, DNP-MRI chemical shift imaging with hyperpolarized [1-13 C] pyruvate was conducted to evaluate the metabolic change in glycolytic profiles after radiation of two glioma stem-like cell-derived gliomas (GBMJ1 and NSC11) and an adherent human glioblastoma cell line (U251) in an orthotopic xenograft mouse model. The DNP-MRI showed an increase in Lac/Pyr at 6 and 16 h after irradiation (18% ± 4% and 14% ± 3%, respectively; mean ± SEM) compared with unirradiated controls in GBMJ1 tumors, whereas no significant change was observed in U251 and NSC11 tumors. Metabolomic analysis likewise showed a significant increase in lactate in GBMJ1 tumors at 16 h. An immunoblot assay showed upregulation of lactate dehydrogenase-A expression in GBMJ1 following radiation exposure, consistent with DNP-MRI and metabolomic analysis. In conclusion, our preclinical study demonstrates that the DNP-MRI technique has the potential to be a powerful diagnostic method with which to evaluate GBM tumor metabolism before and after radiation in the clinical setting.
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Affiliation(s)
- Tatsuya Kawai
- Radiation Oncology BranchNational Cancer InstituteBethesdaMarylandUSA
- Department of RadiologyNagoya City University Graduate School of Medical SciencesNagoyaJapan
| | | | - Jennifer A. Lee
- Radiation Oncology BranchNational Cancer InstituteBethesdaMarylandUSA
| | - Tamalee Kramp
- Radiation Oncology BranchNational Cancer InstituteBethesdaMarylandUSA
| | - Shun Kishimoto
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
| | - Murali C. Krishna
- Radiation Biology BranchNational Cancer InstituteBethesdaMarylandUSA
| | - Philip Tofilon
- Radiation Oncology BranchNational Cancer InstituteBethesdaMarylandUSA
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21
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Kim Y, Chen HY, Autry AW, Villanueva-Meyer J, Chang SM, Li Y, Larson PEZ, Brender JR, Krishna MC, Xu D, Vigneron DB, Gordon JW. Denoising of hyperpolarized 13 C MR images of the human brain using patch-based higher-order singular value decomposition. Magn Reson Med 2021; 86:2497-2511. [PMID: 34173268 DOI: 10.1002/mrm.28887] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 04/23/2021] [Accepted: 05/20/2021] [Indexed: 12/13/2022]
Abstract
PURPOSE To improve hyperpolarized 13 C (HP-13 C) MRI by image denoising with a new approach, patch-based higher-order singular value decomposition (HOSVD). METHODS The benefit of using a patch-based HOSVD method to denoise dynamic HP-13 C MR imaging data was investigated. Image quality and the accuracy of quantitative analyses following denoising were evaluated first using simulated data of [1-13 C]pyruvate and its metabolic product, [1-13 C]lactate, and compared the results to a global HOSVD method. The patch-based HOSVD method was then applied to healthy volunteer HP [1-13 C]pyruvate EPI studies. Voxel-wise kinetic modeling was performed on both non-denoised and denoised data to compare the number of voxels quantifiable based on SNR criteria and fitting error. RESULTS Simulation results demonstrated an 8-fold increase in the calculated SNR of [1-13 C]pyruvate and [1-13 C]lactate with the patch-based HOSVD denoising. The voxel-wise quantification of kPL (pyruvate-to-lactate conversion rate) showed a 9-fold decrease in standard errors for the fitted kPL after denoising. The patch-based denoising performed superior to the global denoising in recovering kPL information. In volunteer data sets, [1-13 C]lactate and [13 C]bicarbonate signals became distinguishable from noise across captured time points with over a 5-fold apparent SNR gain. This resulted in >3-fold increase in the number of voxels quantifiable for mapping kPB (pyruvate-to-bicarbonate conversion rate) and whole brain coverage for mapping kPL . CONCLUSIONS Sensitivity enhancement provided by this denoising significantly improved quantification of metabolite dynamics and could benefit future studies by improving image quality, enabling higher spatial resolution, and facilitating the extraction of metabolic information for clinical research.
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Affiliation(s)
- Yaewon Kim
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Hsin-Yu Chen
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Adam W Autry
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Javier Villanueva-Meyer
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Susan M Chang
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Yan Li
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Peder E Z Larson
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Jeffrey R Brender
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Murali C Krishna
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Duan Xu
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Daniel B Vigneron
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA.,Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Jeremy W Gordon
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
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22
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Chapman B, Joalland B, Meersman C, Ettedgui J, Swenson RE, Krishna MC, Nikolaou P, Kovtunov KV, Salnikov OG, Koptyug IV, Gemeinhardt ME, Goodson BM, Shchepin RV, Chekmenev EY. Low-Cost High-Pressure Clinical-Scale 50% Parahydrogen Generator Using Liquid Nitrogen at 77 K. Anal Chem 2021; 93:8476-8483. [PMID: 34102835 PMCID: PMC8262381 DOI: 10.1021/acs.analchem.1c00716] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
We report on a robust and low-cost parahydrogen generator design employing liquid nitrogen as a coolant. The core of the generator consists of catalyst-filled spiral copper tubing, which can be pressurized to 35 atm. Parahydrogen fraction >48% was obtained at 77 K with three nearly identical generators using paramagnetic hydrated iron oxide catalysts. Parahydrogen quantification was performed on the fly via benchtop NMR spectroscopy to monitor the signal from residual orthohydrogen-parahydrogen is NMR silent. This real-time quantification approach was also used to evaluate catalyst activation at up to 1.0 standard liter per minute flow rate. The reported inexpensive device can be employed for a wide range of studies employing parahydrogen as a source of nuclear spin hyperpolarization. To this end, we demonstrate the utility of this parahydrogen generator for hyperpolarization of concentrated sodium [1-13C]pyruvate, a metabolic contrast agent under investigation in numerous clinical trials. The reported pilot optimization of SABRE-SHEATH (signal amplification by reversible exchange-shield enables alignment transfer to heteronuclei) hyperpolarization yielded 13C signal enhancement of over 14,000-fold at a clinically relevant magnetic field of 1 T corresponding to approximately 1.2% 13C polarization-if near 100% parahydrogen would have been employed, the reported value would be tripled to 13C polarization of 3.5%.
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Affiliation(s)
- Benjamin Chapman
- Department of Materials and Metallurgical Engineering, South Dakota School of Mines and Technology, 501 E St. Joseph Street Rapid City, South Dakota 57701, United States
| | - Baptiste Joalland
- Department of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), 5101 Cass Ave, Detroit, Michigan 48202, United States
| | - Collier Meersman
- Department of Chemistry, Biology, and Health Sciences, South Dakota School of Mines and Technology, 501 E St. Joseph Street Rapid City, South Dakota 57701, United States
| | - Jessica Ettedgui
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland 20850, United States
| | - Rolf E. Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute, 9800 Medical Center Drive, Building B, Room #2034, Bethesda, Maryland 20850, United States
| | - Murali C. Krishna
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, 31 Center Drive Maryland 20814, United States
| | - Panayiotis Nikolaou
- XeUS Technologies LTD, Georgiou Karaiskaki 2A, Lakatamia 2312, Nicosia, Cyprus
| | - Kirill V. Kovtunov
- International Tomography Center, SB RAS, 3A Institutskaya St., Novosibirsk 630090, Russia
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia
| | - Oleg G. Salnikov
- International Tomography Center, SB RAS, 3A Institutskaya St., Novosibirsk 630090, Russia
- Novosibirsk State University, 2 Pirogova St., Novosibirsk 630090, Russia
- Boreskov Institute of Catalysis SB RAS, 5 Acad. Lavrentiev Pr., Novosibirsk, 630090, Russia
| | - Igor V. Koptyug
- International Tomography Center, SB RAS, 3A Institutskaya St., Novosibirsk 630090, Russia
| | - Max E. Gemeinhardt
- Department of Chemistry and Biochemistry, Southern Illinois University, 1245 Lincoln Drive, Carbondale, Illinois 62901, United States
| | - Boyd M. Goodson
- Department of Chemistry and Biochemistry, Southern Illinois University, 1245 Lincoln Drive, Carbondale, Illinois 62901, United States
- Materials Technology Center, Southern Illinois University, 1245 Lincoln Drive, Carbondale, Illinois 62901, United States
| | - Roman V. Shchepin
- Department of Chemistry, Biology, and Health Sciences, South Dakota School of Mines and Technology, 501 E St. Joseph Street Rapid City, South Dakota 57701, United States
| | - Eduard Y. Chekmenev
- Department of Chemistry, Integrative Biosciences (Ibio), Wayne State University, Karmanos Cancer Institute (KCI), 5101 Cass Ave, Detroit, Michigan 48202, United States
- Russian Academy of Sciences, Leninskiy Prospekt 14, Moscow, 119991, Russia
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23
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Saida Y, Brender JR, Yamamoto K, Mitchell JB, Krishna MC, Kishimoto S. Multimodal Molecular Imaging Detects Early Responses to Immune Checkpoint Blockade. Cancer Res 2021; 81:3693-3705. [PMID: 33837042 DOI: 10.1158/0008-5472.can-20-3182] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 02/17/2021] [Accepted: 04/08/2021] [Indexed: 01/02/2023]
Abstract
Immune checkpoint blockade (ICB) has become a standard therapy for several cancers, however, the response to ICB is inconsistent and a method for noninvasive assessment has not been established to date. To investigate the capability of multimodal imaging to evaluate treatment response to ICB therapy, hyperpolarized 13C MRI using [1-13C] pyruvate and [1,4-13C2] fumarate and dynamic contrast enhanced (DCE) MRI was evaluated to detect early changes in tumor glycolysis, necrosis, and intratumor perfusion/permeability, respectively. Mouse tumor models served as platforms for high (MC38 colon adenocarcinoma) and low (B16-F10 melanoma) sensitivity to dual ICB of PD-L1 and CTLA4. Glycolytic flux significantly decreased following treatment only in the less sensitive B16-F10 tumors. Imaging [1,4-13C2] fumarate conversion to [1,4-13C2] malate showed a significant increase in necrotic cell death following treatment in the ICB-sensitive MC38 tumors, with essentially no change in B16-F10 tumors. DCE-MRI showed significantly increased perfusion/permeability in MC38-treated tumors, whereas a similar, but statistically nonsignificant, trend was observed in B16-F10 tumors. When tumor volume was also taken into consideration, each imaging biomarker was linearly correlated with future survival in both models. These results suggest that hyperpolarized 13C MRI and DCE MRI may serve as useful noninvasive imaging markers to detect early response to ICB therapy. SIGNIFICANCE: Hyperpolarized 13C MRI and dynamic contrast enhanced MRI in murine tumor models provide useful insight into evaluating early response to immune checkpoint blockade therapy.See related commentary by Cullen and Keshari, p. 3444.
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Affiliation(s)
- Yu Saida
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
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24
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Matsumoto KI, Mitchell JB, Krishna MC. Multimodal Functional Imaging for Cancer/Tumor Microenvironments Based on MRI, EPRI, and PET. Molecules 2021; 26:1614. [PMID: 33799481 PMCID: PMC8002164 DOI: 10.3390/molecules26061614] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 03/09/2021] [Accepted: 03/11/2021] [Indexed: 11/23/2022] Open
Abstract
Radiation therapy is one of the main modalities to treat cancer/tumor. The response to radiation therapy, however, can be influenced by physiological and/or pathological conditions in the target tissues, especially by the low partial oxygen pressure and altered redox status in cancer/tumor tissues. Visualizing such cancer/tumor patho-physiological microenvironment would be a useful not only for planning radiotherapy but also to detect cancer/tumor in an earlier stage. Tumor hypoxia could be sensed by positron emission tomography (PET), electron paramagnetic resonance (EPR) oxygen mapping, and in vivo dynamic nuclear polarization (DNP) MRI. Tissue oxygenation could be visualized on a real-time basis by blood oxygen level dependent (BOLD) and/or tissue oxygen level dependent (TOLD) MRI signal. EPR imaging (EPRI) and/or T1-weighted MRI techniques can visualize tissue redox status non-invasively based on paramagnetic and diamagnetic conversions of nitroxyl radical contrast agent. 13C-DNP MRI can visualize glycometabolism of tumor/cancer tissues. Accurate co-registration of those multimodal images could make mechanisms of drug and/or relation of resulted biological effects clear. A multimodal instrument, such as PET-MRI, may have another possibility to link multiple functions. Functional imaging techniques individually developed to date have been converged on the concept of theranostics.
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Affiliation(s)
- Ken-ichiro Matsumoto
- Quantitative RedOx Sensing Group, Department of Basic Medical Sciences for Radiation Damages, National Institute of Radiological Sciences, Quantum Medical Science Directorate, 4-9-1 Anagawa, Inage-ku, Chiba 263-8555, Japan
| | - James B. Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892-1002, USA;
| | - Murali C. Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892-1002, USA;
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Oshima N, Ishida R, Kishimoto S, Beebe K, Brender JR, Yamamoto K, Urban D, Rai G, Johnson MS, Benavides G, Squadrito GL, Crooks D, Jackson J, Joshi A, Mott BT, Shrimp JH, Moses MA, Lee MJ, Yuno A, Lee TD, Hu X, Anderson T, Kusewitt D, Hathaway HH, Jadhav A, Picard D, Trepel JB, Mitchell JB, Stott GM, Moore W, Simeonov A, Sklar LA, Norenberg JP, Linehan WM, Maloney DJ, Dang CV, Waterson AG, Hall M, Darley-Usmar VM, Krishna MC, Neckers LM. Dynamic Imaging of LDH Inhibition in Tumors Reveals Rapid In Vivo Metabolic Rewiring and Vulnerability to Combination Therapy. Cell Rep 2021; 30:1798-1810.e4. [PMID: 32049011 PMCID: PMC7039685 DOI: 10.1016/j.celrep.2020.01.039] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 12/05/2019] [Accepted: 01/10/2020] [Indexed: 12/30/2022] Open
Abstract
The reliance of many cancers on aerobic glycolysis has stimulated efforts to develop lactate dehydrogenase (LDH) inhibitors. However, despite significant efforts, LDH inhibitors (LDHi) with sufficient specificity and in vivo activity to determine whether LDH is a feasible drug target are lacking. We describe an LDHi with potent, on-target, in vivo activity. Using hyperpolarized magnetic resonance spectroscopic imaging (HP-MRSI), we demonstrate in vivo LDH inhibition in two glycolytic cancer models, MIA PaCa-2 and HT29, and we correlate depth and duration of LDH inhibition with direct anti-tumor activity. HP-MRSI also reveals a metabolic rewiring that occurs in vivo within 30 min of LDH inhibition, wherein pyruvate in a tumor is redirected toward mitochondrial metabolism. Using HP-MRSI, we show that inhibition of mitochondrial complex 1 rapidly redirects tumor pyruvate toward lactate. Inhibition of both mitochondrial complex 1 and LDH suppresses metabolic plasticity, causing metabolic quiescence in vitro and tumor growth inhibition in vivo.
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Affiliation(s)
- Nobu Oshima
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Ryo Ishida
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Kristin Beebe
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Daniel Urban
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Ganesha Rai
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Michelle S Johnson
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Gloria Benavides
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Giuseppe L Squadrito
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Dan Crooks
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Joseph Jackson
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Abhinav Joshi
- Department of Cell Biology, University of Geneva, 1211 Geneva 4, Switzerland
| | - Bryan T Mott
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Jonathan H Shrimp
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Michael A Moses
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Min-Jung Lee
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Akira Yuno
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Tobie D Lee
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Xin Hu
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Tamara Anderson
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | - Donna Kusewitt
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | - Helen H Hathaway
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | - Ajit Jadhav
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Didier Picard
- Department of Cell Biology, University of Geneva, 1211 Geneva 4, Switzerland
| | - Jane B Trepel
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Gordon M Stott
- Leidos Biomedical, Frederick National Laboratory for Cancer Research, Frederick, MD 24060, USA
| | - William Moore
- Leidos Biomedical, Frederick National Laboratory for Cancer Research, Frederick, MD 24060, USA
| | - Anton Simeonov
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Larry A Sklar
- University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA
| | | | - W Marston Linehan
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - David J Maloney
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Chi V Dang
- Ludwig Institute for Cancer Research, New York, NY 10017, USA; The Wistar Institute, Philadelphia, PA 19104, USA
| | - Alex G Waterson
- Department of Chemistry, Vanderbilt University, Nashville, TN 37240, USA
| | - Matthew Hall
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD 20850, USA
| | - Victor M Darley-Usmar
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Leonard M Neckers
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA.
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Assmann JC, Farthing DE, Saito K, Maglakelidze N, Oliver B, Warrick KA, Sourbier C, Ricketts CJ, Meyer TJ, Pavletic SZ, Linehan WM, Krishna MC, Gress RE, Buxbaum NP. Glycolytic metabolism of pathogenic T cells enables early detection of GVHD by 13C-MRI. Blood 2021; 137:126-137. [PMID: 32785680 PMCID: PMC7808015 DOI: 10.1182/blood.2020005770] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 08/01/2020] [Indexed: 02/06/2023] Open
Abstract
Graft-versus-host disease (GVHD) is a prominent barrier to allogeneic hematopoietic stem cell transplantation (AHSCT). Definitive diagnosis of GVHD is invasive, and biopsies of involved tissues pose a high risk of bleeding and infection. T cells are central to GVHD pathogenesis, and our previous studies in a chronic GVHD mouse model showed that alloreactive CD4+ T cells traffic to the target organs ahead of overt symptoms. Because increased glycolysis is an early feature of T-cell activation, we hypothesized that in vivo metabolic imaging of glycolysis would allow noninvasive detection of liver GVHD as activated CD4+ T cells traffic into the organ. Indeed, hyperpolarized 13C-pyruvate magnetic resonance imaging detected high rates of conversion of pyruvate to lactate in the liver ahead of animals becoming symptomatic, but not during subsequent overt chronic GVHD. Concomitantly, CD4+ T effector memory cells, the predominant pathogenic CD4+ T-cell subset, were confirmed to be highly glycolytic by transcriptomic, protein, metabolite, and ex vivo metabolic activity analyses. Preliminary data from single-cell sequencing of circulating T cells in patients undergoing AHSCT also suggested that increased glycolysis may be a feature of incipient acute GVHD. Metabolic imaging is being increasingly used in the clinic and may be useful in the post-AHSCT setting for noninvasive early detection of GVHD.
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Affiliation(s)
| | - Don E Farthing
- Experimental Transplantation and Immunotherapy Branch and
| | - Keita Saito
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | | | | | | | - Carole Sourbier
- Office of Biotechnology Products, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD
| | | | - Thomas J Meyer
- CCR Collaborative Bioinformatics Resource, National Cancer Institute, National Institutes of Health, Bethesda, MD
- Advanced Biomedical Computational Science, Frederick National Laboratory for Cancer Research, Frederick, MD; and
| | - Steven Z Pavletic
- Immune Deficiency Cellular Therapy Program, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | | | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Ronald E Gress
- Experimental Transplantation and Immunotherapy Branch and
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Chen HY, Autry AW, Brender JR, Kishimoto S, Krishna MC, Vareth M, Bok RA, Reed GD, Carvajal L, Gordon JW, van Criekinge M, Korenchan DE, Chen AP, Xu D, Li Y, Chang SM, Kurhanewicz J, Larson PEZ, Vigneron DB. Tensor image enhancement and optimal multichannel receiver combination analyses for human hyperpolarized 13 C MRSI. Magn Reson Med 2020; 84:3351-3365. [PMID: 32501614 PMCID: PMC7718428 DOI: 10.1002/mrm.28328] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 04/25/2020] [Accepted: 04/27/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE With the initiation of human hyperpolarized 13 C (HP-13 C) trials at multiple sites and the development of improved acquisition methods, there is an imminent need to maximally extract diagnostic information to facilitate clinical interpretation. This study aims to improve human HP-13 C MR spectroscopic imaging through means of Tensor Rank truncation-Image enhancement (TRI) and optimal receiver combination (ORC). METHODS A data-driven processing framework for dynamic HP 13 C MR spectroscopic imaging (MRSI) was developed. Using patient data sets acquired with both multichannel arrays and single-element receivers from the brain, abdomen, and pelvis, we examined the theory and application of TRI, as well as 2 ORC techniques: whitened singular value decomposition (WSVD) and first-point phasing. Optimal conditions for TRI were derived based on bias-variance trade-off. RESULTS TRI and ORC techniques together provided a 63-fold mean apparent signal-to-noise ratio (aSNR) gain for receiver arrays and a 31-fold gain for single-element configurations, which particularly improved quantification of the lower-SNR-[13 C]bicarbonate and [1-13 C]alanine signals that were otherwise not detectable in many cases. Substantial SNR enhancements were observed for data sets that were acquired even with suboptimal experimental conditions, including delayed (114 s) injection (8× aSNR gain solely by TRI), or from challenging anatomy or geometry, as in the case of a pediatric patient with brainstem tumor (597× using combined TRI and WSVD). Improved correlation between elevated pyruvate-to-lactate conversion, biopsy-confirmed cancer, and mp-MRI lesions demonstrated that TRI recovered quantitative diagnostic information. CONCLUSION Overall, this combined approach was effective across imaging targets and receiver configurations and could greatly benefit ongoing and future HP 13 C MRI research through major aSNR improvements.
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Affiliation(s)
- Hsin-Yu Chen
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Adam W. Autry
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Jeffrey R. Brender
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Shun Kishimoto
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Murali C. Krishna
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Maryam Vareth
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Robert A. Bok
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | | | - Lucas Carvajal
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Jeremy W. Gordon
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Mark van Criekinge
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - David E. Korenchan
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | | | - Duan Xu
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Yan Li
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Susan M. Chang
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - John Kurhanewicz
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Peder E. Z. Larson
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Daniel B. Vigneron
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
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Oshima N, Ishida R, Kishimoto S, Brender JR, Okada T, Obama K, Sakai Y, Krishna MC, Neckers LM. Abstract 2783: Monitoring of a novel LDH inhibitor and mitochondrial inhibitor efficacy in vivo in a glycolytic pancreatic cancer model using hyperpolarized13C MRI. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-2783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Increased “glycolysis”, conversion of pyruvate(Pyr) to lactate by Lactate(Lac) Dehydrogenase (LDH), is a feature of many neoplasms. Therefore, LDH inhibition is considered a promising approach toward developing a new therapeutic strategy against glycolityic cancers. In tumor, however, it's still unclear that glycolysis and oxidative phosphorylation(OXPHOS) are functionally integrated in vivo and both are essential to maintain metabolic plasticity and tumor growth. To elucidate these points, a feasible noninvasive-imaging approach that can dynamically evaluate LDH activity in vivo would be highly beneficial. A new imaging thechonology, Hyperpolarized 13C-pyruvate(Pyr) magnetic resonance spectroscopic imaging (HP-MRSI), can permit real-time monitoring of pyruvate flux in vivo through dynamic observation of conversion of 13C-Pyr into its metabolite(s). This study aimed to apply HP-MRSI in support of a therapeutic strategy to explore efficacy of a newly developed and highly potent in vivo-active LDH inhibitor (NCI-006) and the mitochondrial inhibitor (Metformin) in a glycolytic tumor model using MiaPaCa-2(MP2) xenografts in mice. First, HP-MRSI was performed before and after a single NCI-006 IV injection to assess the inhibitor impact on intratumoral metabolic flux in vivo. HP-MRSI confirmed that NCI-006 suppressed intratumor LDH activity. In addition, HP-MRSI could visualize lactate production in the tumor was suppressed 30 minutes after IV administration of NCI-006, as was the 13C-lac to 13C-pyr (13C-L/P) ratio decreased by 83.3 ± 4.4 % compared to vehicle controls. Importantly, the close correlation of these data with the resuts of the ex vivo LDH activity assay, suggests that HP-MRSI can reliably monitor in vivo on target effects of NCI-006. Next, we investigated the impact of metformin on the 13C-L/P ratio in MP2 xenografts using HP-MRSI. HP-MRSI revealed a significant increase in tumor 13C-L/P ratio by 3 h after PO dosing (69.9±6.6% increase) and L/P ratio remained elevated at 5 h in MP2 xenografts. These results are consistent with inhibition of mitochondrial pyruvate oxidation by metformin.Further, to examine the anticipated combinatorial impact on in vivo metabolic flux, HP-MRSI was carried out using MP2 xenografts treated with NCI-006 (50 mg/kg, IV) and/or metformin (50 mg/kg, PO). This treatment resulted in a significantly decreased 13C-L/P ratio. In contrast to LDH inhibitor treatment alone, the 13C Bicarbonate/Pyr ratio did not changesignificantly while the 13C Alanin/Pyr ratio significantly increased. The enhanced transaminase-mediated conversion of Pyr to alanine with combination therapy is consistent with re-wiring of flux away from both Lac (through LDH) and bicarbonate (through the mitochondrion).Finally, we explored whether this combinatorial activity was reflected in greater growth inhibition of MP2 xenografts. We did find that combination treatment caused greater growth reduction in both tumor models compared to either treatment alone.In conclusion, intratumoral inhibition of glycolysis by NCI-006 and of OXPHOS by metformin in vivo was readily visualized by HP-MRSI, confirming the utility of this noninvasive method. This methodology can be of great value in developing new therapeutic strategies using glycolysis and OXPHOS inhibitors to treat cancers.
Citation Format: Nobu Oshima, Ryo Ishida, Shun Kishimoto, Jeffrey R. Brender, Tomoaki Okada, Kazuataka Obama, Yoshiharu Sakai, Murali C. Krishna, Leonard M. Neckers. Monitoring of a novel LDH inhibitor and mitochondrial inhibitor efficacy in vivo in a glycolytic pancreatic cancer model using hyperpolarized13C MRI [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 2783.
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Brender JR, Kishimoto S, Eaton GR, Eaton SS, Saida Y, Mitchell J, Krishna MC. Trehalose as an alternative to glycerol as a glassing agent for in vivo DNP MRI. Magn Reson Med 2020; 85:42-48. [PMID: 32697878 DOI: 10.1002/mrm.28405] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 05/12/2020] [Accepted: 06/09/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE In dynamic nuclear polarization (DNP), the solution needs to form a glass to attain significant levels of polarization in reasonable time periods. Molecules that do not form glasses by themselves are often mixed with glass forming excipients. Although glassing agents are often essential in DNP studies, they have the potential to perturb the metabolic measurements that are being studied. Glycerol, the glassing agent of choice for in vivo DNP studies, is effective in reducing ice crystal formation during freezing, but is rapidly metabolized, potentially altering the redox and adenosine triphosphate balance of the system. METHODS DNP buildup curves of 13 C urea and alanine with OX063 in the presence of trehalose, glycerol, and other polyol excipients were measured as a function of concentration. T1 and Tm relaxation times for OX063 in the presence of trehalose were measured by EPR. RESULTS Approximately 15-20 wt% trehalose gives a glass that polarizes samples more rapidly than the commonly used 60%-wt formulation of glycerol and yields similar polarization levels within clinically relevant timeframes. CONCLUSIONS Trehalose may be an attractive biologically inert alternative to glycerol for situations where there may be concerns about glycerol's glucogenic potential and possible alteration of the adenosine triphosphate/adenosine diphosphate and redox balance.
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Affiliation(s)
- Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Gareth R Eaton
- Department of Chemistry & Biochemistry, University of Denver, Denver, CO, USA
| | - Sandra S Eaton
- Department of Chemistry & Biochemistry, University of Denver, Denver, CO, USA
| | - Yu Saida
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - James Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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30
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Yeung C, Gibson AE, Issaq SH, Oshima N, Yohe ME, Lei H, Rai G, Urban DJ, Johnson MS, Benevides GA, Squadrito GL, Eldridge S, Hamre J, Mendoza A, Shern JF, Helman LJ, Krishna MC, Hall MD, Darley-Usmar VM, Neckers LM, Heske CM. Abstract PR08: Lactate dehydrogenase A is a pharmacologically tractable EWS-FLI1 transcriptional target that regulates the glycolytic dependence of Ewing sarcoma. Cancer Res 2020. [DOI: 10.1158/1538-7445.pedca19-pr08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Altered cellular metabolism, including an increased dependence on aerobic glycolysis, is a hallmark of cancer. Despite the fact that this observation was first made nearly a century ago, effective therapeutic targeting of glycolysis in cancer has remained elusive. One potentially promising approach involves targeting the glycolytic enzyme lactate dehydrogenase (LDH), which is overexpressed and plays a critical role in several cancers. To uncover cell type-specific dependencies to LDH, we screened a diverse panel of 94 cancer cell lines for responsiveness to two novel LDH A/B inhibitors developed through the NCI Experimental Therapeutics Program (NExT). We found that Ewing sarcoma (EWS) cell lines were exquisitely sensitive, with IC50 values approximately ten-fold below the median IC50 of the panel. To understand the mechanism behind this sensitivity, we genetically knocked down LDHA and LDHB using siRNA, and discovered that EWS cell lines were sensitive to loss of LDHA only, which inhibited proliferation and induced apoptosis. Notably, treatment of EWS cells with the LDH inhibitors phenocopied these effects. Additionally, genetic knockdown of EWS-FLI1, the oncogenic driver of EWS, resulted in loss of LDHA, but not LDHB. Analysis of publicly available ChIP-seq data generated using shFLI1-transfected EWS cells revealed that LDHA, but not LDHB, is directly regulated by EWS-FLI1. Functional mechanistic studies of glycolytic intermediates and cellular bioenergetics in EWS cells treated with the LDH inhibitors demonstrated that loss of viability was due to impairment of glycolysis, which occurred both in vitro and in vivo, and perturbation of the NAD+/NADH ratio. The translational potential of these compounds was next evaluated using in vivo analyses of pharmacokinetics, pharmacodynamics, efficacy, and toxicity. Intravenous administration of the LDH inhibitors resulted in diminished LDH activity, reduction of the lactate-to-pyruvate ratio, tumor cell necrosis, and a decrease in tumor growth rate in aggressive xenograft models of EWS. The major dose-limiting toxicity observed was hemolysis, indicating that a narrow therapeutic window exists for these compounds. Taken together, our data suggest that targeting glycolysis through inhibition of LDH should be further investigated as a potential therapeutic approach for cancers such as EWS that exhibit oncogene-dependent expression of LDH and increased glycolytic activity.
This abstract is also being presented as Poster B33.
Citation Format: Choh Yeung, Anna E. Gibson, Sameer H. Issaq, Nobu Oshima, Marielle E. Yohe, Haiyan Lei, Ganesha Rai, Daniel J. Urban, Michelle S. Johnson, Gloria A. Benevides, Giuseppe L. Squadrito, Sandy Eldridge, John Hamre III, Arnulfo Mendoza, Jack F. Shern, Lee J. Helman, Murali C. Krishna, Matthew D. Hall, Victor M. Darley-Usmar, Leonard M. Neckers, Christine M. Heske. Lactate dehydrogenase A is a pharmacologically tractable EWS-FLI1 transcriptional target that regulates the glycolytic dependence of Ewing sarcoma [abstract]. In: Proceedings of the AACR Special Conference on the Advances in Pediatric Cancer Research; 2019 Sep 17-20; Montreal, QC, Canada. Philadelphia (PA): AACR; Cancer Res 2020;80(14 Suppl):Abstract nr PR08.
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Affiliation(s)
- Choh Yeung
- 1Pediatric Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Anna E. Gibson
- 1Pediatric Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Sameer H. Issaq
- 2Urologic Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Nobu Oshima
- 2Urologic Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Marielle E. Yohe
- 1Pediatric Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Haiyan Lei
- 1Pediatric Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Ganesha Rai
- 3National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD,
| | - Daniel J. Urban
- 3National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD,
| | | | | | | | - Sandy Eldridge
- 5Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD,
| | - John Hamre
- 6Laboratory of Investigative Toxicology, Frederick National Laboratory for Cancer Research, Frederick, MD,
| | - Arnulfo Mendoza
- 1Pediatric Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Jack F. Shern
- 1Pediatric Oncology Branch, National Cancer Institute, Bethesda, MD,
| | - Lee J. Helman
- 7Children’s Center for Cancer and Blood Diseases, Children’s Hospital of Los Angeles, Los Angeles, CA,
| | | | - Matthew D. Hall
- 3National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD,
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Yamamoto K, Brender JR, Seki T, Kishimoto S, Oshima N, Choudhuri R, Adler SS, Jagoda EM, Saito K, Devasahayam N, Choyke PL, Mitchell JB, Krishna MC. Molecular Imaging of the Tumor Microenvironment Reveals the Relationship between Tumor Oxygenation, Glucose Uptake, and Glycolysis in Pancreatic Ductal Adenocarcinoma. Cancer Res 2020; 80:2087-2093. [PMID: 32245793 DOI: 10.1158/0008-5472.can-19-0928] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 11/02/2019] [Accepted: 03/25/2020] [Indexed: 12/28/2022]
Abstract
Molecular imaging approaches for metabolic and physiologic imaging of tumors have become important for treatment planning and response monitoring. However, the relationship between the physiologic and metabolic aspects of tumors is not fully understood. Here, we developed new hyperpolarized MRI and electron paramagnetic resonance imaging procedures that allow more direct assessment of tumor glycolysis and oxygenation status quantitatively. We investigated the spatial relationship between hypoxia, glucose uptake, and glycolysis in three human pancreatic ductal adenocarcinoma tumor xenografts with differing physiologic and metabolic characteristics. At the bulk tumor level, there was a strong positive correlation between 18F-FDG-PET and lactate production, while pO2 was inversely related to lactate production and 18F-2-fluoro-2-deoxy-D-glucose (18F-FDG) uptake. However, metabolism was not uniform throughout the tumors, and the whole tumor results masked different localizations that became apparent while imaging. 18F-FDG uptake negatively correlated with pO2 in the center of the tumor and positively correlated with pO2 on the periphery. In contrast to pO2 and 18F-FDG uptake, lactate dehydrogenase activity was distributed relatively evenly throughout the tumor. The heterogeneity revealed by each measure suggests a multimodal molecular imaging approach can improve tumor characterization, potentially leading to better prognostics in cancer treatment. SIGNIFICANCE: Novel multimodal molecular imaging techniques reveal the potential of three interrelated imaging biomarkers to profile the tumor microenvironment and interrelationships of hypoxia, glucose uptake, and glycolysis.
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Affiliation(s)
- Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Tomohiro Seki
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Nobu Oshima
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Rajani Choudhuri
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Stephen S Adler
- Clinical Monitoring Research Program Directorate, Frederick National Laboratory for Cancer Research, NCI, Frederick, Maryland
| | - Elaine M Jagoda
- Molecular Imaging Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Keita Saito
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | | | - Peter L Choyke
- Molecular Imaging Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland.
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32
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Kishimoto S, Oshima N, Krishna MC, Gillies RJ. Direct and indirect assessment of cancer metabolism explored by MRI. NMR Biomed 2019; 32:e3966. [PMID: 30169896 DOI: 10.1002/nbm.3966] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 05/24/2018] [Accepted: 06/05/2018] [Indexed: 06/08/2023]
Abstract
Magnetic resonance-based approaches to obtain metabolic information on cancer have been explored for decades. Electron paramagnetic resonance (EPR) has been developed to pursue metabolic profiling and successfully used to monitor several physiologic parameters such as pO2 , pH, and redox status. All these parameters are associated with pathophysiology of various diseases. Especially in oncology, cancer hypoxia has been intensively studied because of its relationship with metabolic alterations, acquiring treatment resistance, or a malignant phenotype. Thus, pO2 imaging leads to an indirect metabolic assessment in this regard. Proton electron double-resonance imaging (PEDRI) is an imaging technique to visualize EPR by using the Overhauser effect. Most biological parameters assessed in EPR can be visualized using PEDRI. However, EPR and PEDRI have not been evaluated sufficiently for clinical application due to limitations such as toxicity of the probes or high specific absorption rate. Hyperpolarized (HP) 13 C MRI is a novel imaging technique that can directly visualize the metabolic profile. Production of metabolites of the HP 13 C probe delivered to target tissue are evaluated in this modality. Unlike EPR or PEDRI, which require the injection of radical probes, 13 C MRI requires a probe that can be physiologically metabolized and efficiently hyperpolarized. Among several methods for hyperpolarizing probes, dissolution dynamic nuclear hyperpolarization is a widely used technique for in vivo imaging. Pyruvate is the most suitable probe for HP 13 C MRI because it is part of the glycolytic pathway and the high efficiency of pyruvate-to-lactate conversion is a distinguishing feature of cancer. Its clinical applicability also makes it a promising metabolic imaging modality. Here, we summarize the applications of these indirect and direct MR-based metabolic assessments focusing on pO2 and pyruvate-to-lactate conversion. The two parameters are strongly associated with each other, hence the acquired information is potentially interchangeable when evaluating treatment response to oxygen-dependent cancer therapies.
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Affiliation(s)
- Shun Kishimoto
- Radiation Biology Branch, National Cancer Institute, National Institute of Health, Bethesda, MD, USA
| | - Nobu Oshima
- Urologic Oncology Branch, National Cancer Institute, National Institute of Health, Bethesda, MD, USA
| | - Murali C Krishna
- Radiation Biology Branch, National Cancer Institute, National Institute of Health, Bethesda, MD, USA
| | - Robert J Gillies
- Department of Cancer Imaging and Metabolism, H. Lee Moffitt Cancer Center, Tampa, FL, USA
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Yeung C, Gibson AE, Issaq SH, Oshima N, Baumgart JT, Edessa LD, Rai G, Urban DJ, Johnson MS, Benavides GA, Squadrito GL, Yohe ME, Lei H, Eldridge S, Hamre J, Dowdy T, Ruiz-Rodado V, Lita A, Mendoza A, Shern JF, Larion M, Helman LJ, Stott GM, Krishna MC, Hall MD, Darley-Usmar V, Neckers LM, Heske CM. Targeting Glycolysis through Inhibition of Lactate Dehydrogenase Impairs Tumor Growth in Preclinical Models of Ewing Sarcoma. Cancer Res 2019; 79:5060-5073. [PMID: 31431459 PMCID: PMC6774872 DOI: 10.1158/0008-5472.can-19-0217] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 06/26/2019] [Accepted: 08/12/2019] [Indexed: 12/15/2022]
Abstract
Altered cellular metabolism, including an increased dependence on aerobic glycolysis, is a hallmark of cancer. Despite the fact that this observation was first made nearly a century ago, effective therapeutic targeting of glycolysis in cancer has remained elusive. One potentially promising approach involves targeting the glycolytic enzyme lactate dehydrogenase (LDH), which is overexpressed and plays a critical role in several cancers. Here, we used a novel class of LDH inhibitors to demonstrate, for the first time, that Ewing sarcoma cells are exquisitely sensitive to inhibition of LDH. EWS-FLI1, the oncogenic driver of Ewing sarcoma, regulated LDH A (LDHA) expression. Genetic depletion of LDHA inhibited proliferation of Ewing sarcoma cells and induced apoptosis, phenocopying pharmacologic inhibition of LDH. LDH inhibitors affected Ewing sarcoma cell viability both in vitro and in vivo by reducing glycolysis. Intravenous administration of LDH inhibitors resulted in the greatest intratumoral drug accumulation, inducing tumor cell death and reducing tumor growth. The major dose-limiting toxicity observed was hemolysis, indicating that a narrow therapeutic window exists for these compounds. Taken together, these data suggest that targeting glycolysis through inhibition of LDH should be further investigated as a potential therapeutic approach for cancers such as Ewing sarcoma that exhibit oncogene-dependent expression of LDH and increased glycolysis. SIGNIFICANCE: LDHA is a pharmacologically tractable EWS-FLI1 transcriptional target that regulates the glycolytic dependence of Ewing sarcoma.
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Affiliation(s)
- Choh Yeung
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Anna E Gibson
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Sameer H Issaq
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Nobu Oshima
- Urologic Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Joshua T Baumgart
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Leah D Edessa
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Ganesha Rai
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Daniel J Urban
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Michelle S Johnson
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Gloria A Benavides
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Giuseppe L Squadrito
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Marielle E Yohe
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Haiyan Lei
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Sandy Eldridge
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - John Hamre
- Laboratory of Investigative Toxicology, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Tyrone Dowdy
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Victor Ruiz-Rodado
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Adrian Lita
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Arnulfo Mendoza
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Jack F Shern
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Mioara Larion
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Lee J Helman
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Gordon M Stott
- Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Murali C Krishna
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Matthew D Hall
- Chemical Genomics Center, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Victor Darley-Usmar
- Mitochondrial Medicine Laboratory, Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Leonard M Neckers
- Urologic Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Christine M Heske
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
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Oshima N, Obama K, Sakai Y, Krishna MC, Neckers LM. Monitoring Tumor Metabolic Flux in Vivo after Treatment with a Novel Lactate Dehydrogenase Inhibitor. J Am Coll Surg 2019. [DOI: 10.1016/j.jamcollsurg.2019.08.818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Kishimoto S, Brender JR, Crooks DR, Matsumoto S, Seki T, Oshima N, Merkle H, Lin P, Reed G, Chen AP, Ardenkjaer-Larsen JH, Munasinghe J, Saito K, Yamamoto K, Choyke PL, Mitchell J, Lane AN, Fan TWM, Linehan WM, Krishna MC. Imaging of glucose metabolism by 13C-MRI distinguishes pancreatic cancer subtypes in mice. eLife 2019; 8:e46312. [PMID: 31408004 PMCID: PMC6706239 DOI: 10.7554/elife.46312] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Accepted: 08/08/2019] [Indexed: 12/13/2022] Open
Abstract
Metabolic differences among and within tumors can be an important determinant in cancer treatment outcome. However, methods for determining these differences non-invasively in vivo is lacking. Using pancreatic ductal adenocarcinoma as a model, we demonstrate that tumor xenografts with a similar genetic background can be distinguished by their differing rates of the metabolism of 13C labeled glucose tracers, which can be imaged without hyperpolarization by using newly developed techniques for noise suppression. Using this method, cancer subtypes that appeared to have similar metabolic profiles based on steady state metabolic measurement can be distinguished from each other. The metabolic maps from 13C-glucose imaging localized lactate production and overall glucose metabolism to different regions of some tumors. Such tumor heterogeneity would not be not detectable in FDG-PET.
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Affiliation(s)
- Shun Kishimoto
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | - Daniel R Crooks
- Urologic Oncology Branch, Center for Cancer Research, NCI, NIHBethesdaUnited States
| | - Shingo Matsumoto
- Graduate School of Information Science and Technology, Division of Bioengineering and BioinformaticsHokkaido UniversitySapporoJapan
- JST, PRESTSaitamaJapan
| | - Tomohiro Seki
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | - Nobu Oshima
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | | | - Penghui Lin
- Center for Environmental and Systems BiochemistryUniversity of KentuckyLexingtonUnited States
| | | | | | - Jan Henrik Ardenkjaer-Larsen
- GE HealthCareChicagoUnited States
- Department of Electrical EngineeringTechnical University of DenmarkKongens LyngbyDenmark
| | | | - Keita Saito
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | - Peter L Choyke
- Molecular Imaging Program, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | - James Mitchell
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
| | - Andrew N Lane
- Center for Environmental and Systems BiochemistryUniversity of KentuckyLexingtonUnited States
- Markey Cancer CenterUniversity of KentuckyLexingtonUnited States
| | - Teresa WM Fan
- Center for Environmental and Systems BiochemistryUniversity of KentuckyLexingtonUnited States
- Markey Cancer CenterUniversity of KentuckyLexingtonUnited States
| | - W Marston Linehan
- Urologic Oncology Branch, Center for Cancer Research, NCI, NIHBethesdaUnited States
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer ResearchNCI, NIHBethesdaUnited States
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36
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Brender JR, Kishimoto S, Merkle H, Reed G, Hurd RE, Chen AP, Ardenkjaer-Larsen JH, Munasinghe J, Saito K, Seki T, Oshima N, Yamamoto K, Choyke PL, Mitchell J, Krishna MC. Dynamic Imaging of Glucose and Lactate Metabolism by 13C-MRS without Hyperpolarization. Sci Rep 2019; 9:3410. [PMID: 30833588 PMCID: PMC6399318 DOI: 10.1038/s41598-019-38981-1] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 12/11/2018] [Indexed: 02/01/2023] Open
Abstract
Metabolic reprogramming is one of the defining features of cancer and abnormal metabolism is associated with many other pathologies. Molecular imaging techniques capable of detecting such changes have become essential for cancer diagnosis, treatment planning, and surveillance. In particular, 18F-FDG (fluorodeoxyglucose) PET has emerged as an essential imaging modality for cancer because of its unique ability to detect a disturbed molecular pathway through measurements of glucose uptake. However, FDG-PET has limitations that restrict its usefulness in certain situations and the information gained is limited to glucose uptake only.13C magnetic resonance spectroscopy theoretically has certain advantages over FDG-PET, but its inherent low sensitivity has restricted its use mostly to single voxel measurements unless dissolution dynamic nuclear polarization (dDNP) is used to increase the signal, which brings additional complications for clinical use. We show here a new method of imaging glucose metabolism in vivo by MRI chemical shift imaging (CSI) experiments that relies on a simple, but robust and efficient, post-processing procedure by the higher dimensional analog of singular value decomposition, tensor decomposition. Using this procedure, we achieve an order of magnitude increase in signal to noise in both dDNP and non-hyperpolarized non-localized experiments without sacrificing accuracy. In CSI experiments an approximately 30-fold increase was observed, enough that the glucose to lactate conversion indicative of the Warburg effect can be imaged without hyper-polarization with a time resolution of 12s and an overall spatial resolution that compares favorably to 18F-FDG PET.
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Affiliation(s)
- Jeffrey R Brender
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Shun Kishimoto
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Hellmut Merkle
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Galen Reed
- General Electric Healthcare, Toronto, Canada
| | | | | | - Jan Henrik Ardenkjaer-Larsen
- General Electric Healthcare, Toronto, Canada.,Department of Electrical Engineering, Technical University of Denmark, Lyngby, Denmark
| | - Jeeva Munasinghe
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA
| | - Keita Saito
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Tomohiro Seki
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Nobu Oshima
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Kazutoshi Yamamoto
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Peter L Choyke
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - James Mitchell
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Murali C Krishna
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA.
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Abstract
The aberrant vasculature in the tumor microenvironment creates hypoxic zones, poor perfusion, and high interstitial fluid pressure. Also, the tumor cell metabolic phenotype utilizes the aerobic glycolytic pathways for energy source and generation of cell mass. These physiologic and metabolic phenotypes in solid tumors are amenable for molecular imaging techniques to extract imaging biomarkers such as pO2 and enzyme kinetics reflecting glycolysis. The imaging biomarkers have value in diagnostic and prognostic purposes. Additionally, they can be used to guide choices for tailored treatment regimens. Electron paramagnetic resonance imaging for pO2 imaging and 13C magnetic resonance imaging with hyperpolarized 13C probes such as 13C-labeled pyruvate have shown significant potential in characterizing the tumor microenvironment physiologically and metabolically.
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Affiliation(s)
- Sarwat Naz
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD.
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
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38
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Pursley R, Enomoto A, Wu H, Brender JR, Pohida T, Subramanian S, Krishna MC, Devasahayam N. Towards reduction of SAR in scaling up in vivo pulsed EPR imaging to larger objects. J Magn Reson 2019; 299:42-48. [PMID: 30579225 PMCID: PMC6753525 DOI: 10.1016/j.jmr.2018.12.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 12/10/2018] [Accepted: 12/13/2018] [Indexed: 06/09/2023]
Abstract
An excessive RF power requirement is one of the main obstacles in the clinical translation of EPR imaging. The radio frequency (RF) pulses used in EPR imaging to excite electron spins must be very short to match their fast relaxation. With traditional pulse schemes and ninety degree flip angles, this can lead to either unsafe specific absorption rate (SAR) levels or unfeasibly long repetition times. In spectroscopy experiments, it has been shown that stochastic excitation and correlation detection can reduce the power while maintaining sensitivity but have yet to be applied to imaging experiments. Stochastic excitation is implemented using a pseudo-random phase modulation of the input stimulus. Using a crossed coil resonator assembly comprised of an outer saddle coil and an inner surface coil, it was possible to obtain a minimum isolation of ∼50 dB across a 12 MHz bandwidth. An incident peak RF power of 5 mW was used to excite the system. The low background signal obtained from this resonator allowed us to generate images with 32 dB (>1000:1) signal-to-noise ratio (SNR) while exciting with a traditional pulse sequence in a phantom containing the solid paramagnetic probe NMP-TCNQ (N-methyl pyridinium tetracyanoquinodimethane). Using two different stochastic excitation schemes, we were able to achieve a greater than 4-fold increase in SNR at the same peak power and number of averages, compared to single pulse excitation. This procedure allowed imaging at significantly lower RF power levels than used in conventional EPR imaging system configurations. Similar techniques may enable clinical applications for EPR imaging by facilitating the use of larger RF coils while maintaining a safe SAR level.
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Affiliation(s)
- Randall Pursley
- Signal Processing and Instrumentation Section, Computational Bioscience and Engineering Laboratory, Office of Intramural Research, National Institutes of Health, Bethesda, MD 20892, United States.
| | - Ayano Enomoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, United States; Department of Biophysical Chemistry, Nagasaki International University, Japan
| | - Haitao Wu
- Image Probe Development Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, United States
| | - Jeffrey R Brender
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, United States
| | - Thomas Pohida
- Signal Processing and Instrumentation Section, Computational Bioscience and Engineering Laboratory, Office of Intramural Research, National Institutes of Health, Bethesda, MD 20892, United States
| | - Sankaran Subramanian
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, United States; Indian Institute of Technology, Madras, Chennai, India
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, United States
| | - Nallathamby Devasahayam
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, United States
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Saito K, Sail D, Yamamoto K, Matsumoto S, Blackman B, Kishimoto S, Brender JR, Swenson RE, Mitchell JB, Krishna MC. Synthesis and evaluation of 13C-labeled 5-5-dimethyl-1-pyrroline-N-oxide aimed at in vivo detection of reactive oxygen species using hyperpolarized 13C-MRI. Free Radic Biol Med 2019; 131:18-26. [PMID: 30471347 PMCID: PMC6983923 DOI: 10.1016/j.freeradbiomed.2018.11.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 10/30/2018] [Accepted: 11/13/2018] [Indexed: 02/08/2023]
Abstract
Effective means to identify the role of reactive oxygen species (ROS) mediating several diseases including cancer, ischemic heart disease, stroke, Alzheimer's and other inflammatory conditions in in vivo models would be useful. The cyclic nitrone 5,5-Dimethyl-1-pyrroline-N-oxide (DMPO) is a spin trap frequently used to detect free radicals in vitro using Electron Paramagnetic Resonance (EPR) spectroscopy. In this study, we synthesized 13C-labeled DMPO for hyperpolarization by dynamic nuclear polarization, in which 13C NMR signal increases more than 10,000-fold. This allows in vivo 13C MRI to investigate the feasibility of in vivo ROS detection by the 13C-MRI. DMPO was 13C-labeled at C5 position, and deuterated to prolong the T1 relaxation time. The overall yield achieved for 5-13C-DMPO-d9 was 15%. Hyperpolarized 5-13C-DMPO-d9 provided a single peak at 76 ppm in the 13C-spectrum, and the T1 was 60 s in phosphate buffer making it optimal for in vivo 13C MRI. The buffered solution of hyperpolarized 5-13C-DMPO-d9 was injected into a mouse placed in a 3 T scanner, and 13C-spectra were acquired every 1 s. In vivo studies showed the signal of 5-13C-DMPO-d9 was detected in the mouse, and the T1 decay of 13C signal of hyperpolarized 5-13C-DMPO-d9 was 29 s. 13C-chemical shift imaging revealed that 5-13C-DMPO-d9 was distributed throughout the body in a minute after the intravenous injection. A strong signal of 5-13C-DMPO-d9 was detected in heart/lung and kidney, whereas the signal in liver was small compared to other organs. The results indicate hyperpolarized 5-13C-DMPO-d9 provided sufficient 13C signal to be detected in the mouse in several organs, and can be used to detect ROS in vivo.
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Affiliation(s)
- Keita Saito
- Radiation Biology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Deepak Sail
- Imaging Probe Development Center, National Heart, Lung, and Blood Institute, Rockville, MD, USA
| | | | - Shingo Matsumoto
- Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Burchelle Blackman
- Imaging Probe Development Center, National Heart, Lung, and Blood Institute, Rockville, MD, USA
| | - Shun Kishimoto
- Radiation Biology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Jeffrey R Brender
- Radiation Biology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Rolf E Swenson
- Imaging Probe Development Center, National Heart, Lung, and Blood Institute, Rockville, MD, USA
| | - James B Mitchell
- Radiation Biology Branch, National Cancer Institute, Bethesda, MD, USA
| | - Murali C Krishna
- Radiation Biology Branch, National Cancer Institute, Bethesda, MD, USA.
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40
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Lampp L, Rogozhnikova OY, Trukhin DV, Tormyshev VM, Bowman MK, Devasahayam N, Krishna MC, Mäder K, Imming P. A radical containing injectable in-situ-oleogel and emulgel for prolonged in-vivo oxygen measurements with CW EPR. Free Radic Biol Med 2019; 130:120-127. [PMID: 30416100 PMCID: PMC8195441 DOI: 10.1016/j.freeradbiomed.2018.10.442] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 10/22/2018] [Accepted: 10/25/2018] [Indexed: 02/07/2023]
Abstract
Molecular oxygen, reactive oxygen species and free radicals derived from oxygen play important roles in a broad spectrum of physiological and pathological processes. The quantitative measurement of molecular oxygen in tissues by electron paramagnetic resonance (EPR) has great potential for understanding and diagnosing a number of diseases, and for developing and guiding therapies. This requires improvements in the free radical probe systems that sense and report molecular oxygen levels in vivo. We report on the encapsulation of existing free radical probes in lipophilic gel implants: an in-situ-oleogel and an emulgel, based only on well-known, safe excipients for the incorporation of lipophilic and hydrophilic radicals, respectively. The EPR signals of encapsulated radicals were not altered compared to dissolved radicals. The high solubility of oxygen in lipophilic solvents enhanced oxygen sensitivity. The gels extended the lifetime of the radicals in tissues from tens of minutes to many days, simplifying studies with extended series of measurements. The encapsulated radicals showed a good in vivo response to changes in oxygen supply and seem to circumvent concerns from toxicity of the radical probes. These gels simplify the development of new oxygen-sensitive free radical probes for EPR oximetry by making their in vivo stability, persistence and toxicity a function of the encapsulating gel and not a set of additional requirements for the free radical probe.
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Affiliation(s)
- Lisa Lampp
- Institute of Pharmacy, Martin Luther University Halle Wittenberg, Wolfgang-Langenbeck-Str. 4, 06120 Halle (Saale), Germany; Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Building 10, NIH, Bethesda, MD 20892-1002, USA
| | - Olga Yu Rogozhnikova
- N. N. Vorozhtsov Novosibirsk Institute of Organic Chemistry SB RAS, 9, Lavrentjev Ave, Novosibirsk 630090, Russia; Novosibirsk State University, Novosibirsk 630090, Russia
| | - Dmitry V Trukhin
- N. N. Vorozhtsov Novosibirsk Institute of Organic Chemistry SB RAS, 9, Lavrentjev Ave, Novosibirsk 630090, Russia; Novosibirsk State University, Novosibirsk 630090, Russia
| | - Victor M Tormyshev
- N. N. Vorozhtsov Novosibirsk Institute of Organic Chemistry SB RAS, 9, Lavrentjev Ave, Novosibirsk 630090, Russia; Novosibirsk State University, Novosibirsk 630090, Russia
| | - Michael K Bowman
- Department of Chemistry & Biochemistry, The University of Alabama, Box 870336, Tuscaloosa, AL 35487-0336, USA
| | - Nllathamby Devasahayam
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Building 10, NIH, Bethesda, MD 20892-1002, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Building 10, NIH, Bethesda, MD 20892-1002, USA
| | - Karsten Mäder
- Institute of Pharmacy, Martin Luther University Halle Wittenberg, Wolfgang-Langenbeck-Str. 4, 06120 Halle (Saale), Germany
| | - Peter Imming
- Institute of Pharmacy, Martin Luther University Halle Wittenberg, Wolfgang-Langenbeck-Str. 4, 06120 Halle (Saale), Germany.
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Abstract
Nitroxide free radicals can serve as redox-sensitive MRI contrast agents useful to image the redox status of tissue of interest. In this study, the effect of oxygen content in the inspired gas on the kinetics of metabolism of three nitroxides has been evaluated in the muscle and tumor in mice. SCC tumors (approximate size of 1.0 cm3) on the right hind leg of female C3H/Hen MTV- mice were prepared. Three nitroxides, 3-carboxy-2,2,5,5-tetramethylpyrrolidine-N-oxyl (CxP), 3-carbamoyl-2,2,5,5-tetramethylpyrrolidine-N-oxyl (CmP), and 4-hydroxy-tetramethylpiperidine-N-oxyl (TEMPOL), having different lipophilicities were compared using MR redox imaging. T1-mapping of the tissues was obtained using a multi-slice multi-echo (MSME) sequence with several TRs. The three nitroxides showed differences in accumulation and metabolism/clearance in muscle and tumor. The cell impermeable nitroxide CxP displayed kinetic patterns of slow enhancement followed by a slow decline typical of clearance rather than metabolism. The cell permeable CmP on the other hand showed a relatively faster uptake and metabolism with a modestly higher rate of metabolism in the tumor than muscle. The TEMPOL on the other hand displayed a rapid uptake and reduction with a trend of significantly rapid decay rate in tumor tissue, while slightly higher maximum signal intensity and slower decay rate was observed in normal muscle. The reduction rate of TEMPOL in the tumor was significantly enhanced when the breathing gas had 100%-oxygen while it was not significantly different in the muscle. EPR oximetry studies monitoring the oxygen dependent linewidth of TEMPOL showed that the pO2 in the healthy tissue during carbogen breathing significantly increased normal tissue pO2 compared to air breathing whereas breathing 100%-oxygen made normal tissue slight hypoxic. Since TEMPOL is a radioprotector, our studies show that a combination of 100%-oxygen breathing and TEMPOL has a potential to enhance radioprotective effects to normal tissue.
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Affiliation(s)
- Ken-Ichiro Matsumoto
- Quantitative RedOx Sensing Team, Department of Basic Medical Sciences for Radiation Damages, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba-shi, Chiba 263-8555, Japan.
| | - James B Mitchell
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892-1002, USA
| | - Murali C Krishna
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892-1002, USA
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Takakusagi Y, Naz S, Takakusagi K, Ishima M, Murata H, Ohta K, Miura M, Sugawara F, Sakaguchi K, Kishimoto S, Munasinghe JP, Mitchell JB, Krishna MC. A Multimodal Molecular Imaging Study Evaluates Pharmacological Alteration of the Tumor Microenvironment to Improve Radiation Response. Cancer Res 2018; 78:6828-6837. [PMID: 30301838 DOI: 10.1158/0008-5472.can-18-1654] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 08/03/2018] [Accepted: 10/05/2018] [Indexed: 12/11/2022]
Abstract
: Hypoxic zones in solid tumors contribute to radioresistance, and pharmacologic agents that increase tumor oxygenation prior to radiation, including antiangiogenic drugs, can enhance treatment response to radiotherapy. Although such strategies have been applied, imaging assessments of tumor oxygenation to identify an optimum time window for radiotherapy have not been fully explored. In this study, we investigated the effects of α-sulfoquinovosylacyl-1,3-propanediol (SQAP or CG-0321; a synthetic derivative of an antiangiogenic agent) on the tumor microenvironment in terms of oxygen partial pressure (pO2), oxyhemoglobin saturation (sO2), blood perfusion, and microvessel density using electron paramagnetic resonance imaging, photoacoustic imaging, dynamic contrast-enhanced MRI with Gd-DTPA injection, and T2*-weighted imaging with ultrasmall superparamagnetic iron oxide (USPIO) contrast. SCCVII and A549 tumors were grown by injecting tumor cells into the hind legs of mice. Five days of daily radiation (2 Gy) combined with intravenous injection of SQAP (2 mg/kg) 30 minutes prior to irradiation significantly delayed growth of tumor xenografts. Three days of daily treatment improved tumor oxygenation and decreased tumor microvascular density on T2*-weighted images with USPIO, suggesting vascular normalization. Acute effects of SQAP on tumor oxygenation were examined by pO2, sO2, and Gd-DTPA contrast-enhanced imaging. SQAP treatment improved perfusion and tumor pO2 (ΔpO2: 3.1 ± 1.0 mmHg) and was accompanied by decreased sO2 (20%-30% decrease) in SCCVII implants 20-30 minutes after SQAP administration. These results provide evidence that SQAP transiently enhanced tumor oxygenation by facilitating oxygen dissociation from oxyhemoglobin and improving tumor perfusion. Therefore, SQAP-mediated sensitization to radiation in vivo can be attributed to increased tumor oxygenation. SIGNIFICANCE: A multimodal molecular imaging study evaluates pharmacological alteration of the tumor microenvironment to improve radiation response.
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Affiliation(s)
- Yoichi Takakusagi
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Sarwat Naz
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Kaori Takakusagi
- Center for Biologics Evaluation and Research, Food and Drug Administration, Rockville, Maryland
| | | | | | | | - Masahiko Miura
- Department of Oral Radiation Oncology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Fumio Sugawara
- Department of Applied Biological Science, Faculty of Science and Technology, Tokyo University of Science, Tokyo, Japan
| | - Kengo Sakaguchi
- Department of Applied Biological Science, Faculty of Science and Technology, Tokyo University of Science, Tokyo, Japan
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Jeeva P Munasinghe
- Laboratory of Functional and Molecular Imaging, National Institute of Neurological Disorder and Stroke, NIH, Bethesda, Maryland
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland.
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Matsumoto S, Kishimoto S, Saito K, Takakusagi Y, Munasinghe JP, Devasahayam N, Hart CP, Gillies RJ, Mitchell JB, Krishna MC. Metabolic and Physiologic Imaging Biomarkers of the Tumor Microenvironment Predict Treatment Outcome with Radiation or a Hypoxia-Activated Prodrug in Mice. Cancer Res 2018; 78:3783-3792. [PMID: 29792309 PMCID: PMC8092078 DOI: 10.1158/0008-5472.can-18-0491] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 04/05/2018] [Accepted: 05/18/2018] [Indexed: 01/11/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by hypoxic niches that lead to treatment resistance. Therefore, studies of tumor oxygenation and metabolic profiling should contribute to improved treatment strategies. Here, we define two imaging biomarkers that predict differences in tumor response to therapy: (i) partial oxygen pressure (pO2), measured by EPR imaging; and (ii) [1-13C] pyruvate metabolism rate, measured by hyperpolarized 13C MRI. Three human PDAC xenografts with varying treatment sensitivity (Hs766t, MiaPaCa2, and Su.86.86) were grown in mice. The median pO2 of the mature Hs766t, MiaPaCa2, and Su.86.86 tumors was 9.1 ± 1.7, 11.1 ± 2.2, and 17.6 ± 2.6 mm Hg, and the rate of pyruvate-to-lactate conversion was 2.72 ± 0.48, 2.28 ± 0.26, and 1.98 ± 0.51 per minute, respectively (n = 6, each). These results are in agreement with steady-state data of matabolites quantified by mass spectroscopy and histologic analysis, indicating glycolytic and hypoxia profile in Hs766t, MiaPaca2, and Su.86.86 tumors. Fractionated radiotherapy (5 Gy × 5) resulted in a tumor growth delay of 16.7 ± 1.6 and 18.0 ± 2.7 days in MiaPaca2 and Su.86.86 tumors, respectively, compared with 6.3 ± 2.7 days in hypoxic Hs766t tumors. Treatment with gemcitabine, a first-line chemotherapeutic agent, or the hypoxia-activated prodrug TH-302 was more effective against Hs766t tumors (20.0 ± 3.5 and 25.0 ± 7.7 days increase in survival time, respectively) than MiaPaCa2 (2.7 ± 0.4 and 6.7 ± 0.7 days) and Su.86.86 (4.7 ± 0.6 and 0.7 ± 0.6 days) tumors. Collectively, these results demonstrate the ability of molecular imaging biomarkers to predict the response of PDAC to treatment with radiotherapy and TH-302.Significance: pO2 imaging data and clinically available metabolic imaging data provide useful insight into predicting the treatment efficacy of chemotherapy, radiation, and a hypoxia-activated prodrug as monotherapies and combination therapies in PDAC tumor xenograft models. Cancer Res; 78(14); 3783-92. ©2018 AACR.
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Affiliation(s)
- Shingo Matsumoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
- Division of Bioengineering and Bioinformatics, Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan
- JST, PREST, Saitama, Japan
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Keita Saito
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Yoichi Takakusagi
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
- National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Jeeva P Munasinghe
- Mouse Imaging Facility, National Institute of Neurological Disorder and Stroke, NIH, Bethesda, Maryland
| | - Nallathamby Devasahayam
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | | | - Robert J Gillies
- Department of Imaging and Metabolism, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
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Kawai T, Krishna MC, Brender JR, Lee J, Kramp T, Yamamoto K, Kishimoto S, Seki T, Camphausen KA. Abstract 4110: Metabolic imaging of glioblastoma using hyperpolarized 13C-MRI: Glycolytic metabolism in cancer stem cell-like cell-derived tumor model. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-4110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
OBJECTIVES:
Since the cancer stem-like cells (CSCs) play an important role in the resistance against radiation and/or chemotherapy due to its different metabolic profile, to investigate the specific metabolic characteristics of CSCs is valuable. Dynamic nuclear polarization (DNP) technique using 13C-labeled substrates enables magnetic resonance imaging (MRI) to monitor specific enzymatic reactions in tumors. In this study, DNP-MRI along with hyperpolarized [1-13C] pyruvate was conducted to evaluate the difference in glycolytic profile between a glioblastoma cell line and a CSC-derived glioma using orthotopic xenograft mouse model. The imaging findings were compared to those in immunohistology and cell cultures.
METHODS:
A 3T MRI scanner along with a custom-made head coil was used for imaging. To obtain hyperpolarized [1-13C] pyruvate, 30 μL of [1-13C] pyruvic acid containing 15 mM of OX063 (trityl radical compound) and 2.5 mM of the gadolinium chelate were polarized at 3.35 T and 1.4 K in the Hypersense DNP polarizer. The hyperpolarized sample dissolved in a buffered medium was injected via the tail vein followed by a 13C-two-dimensional spectroscopic imaging. During the acquisition, the body temperature was kept in the range of 35.0 to 36.9 Celsius degrees.
Orthotopic brain tumor model was developed in nude mice by intracranial implantation of glioblastoma cell lines, U251 and glioma stem-like cells, NSC11. DNP-MRI was performed when the tumor size ranged 50 + 10 mm3 on T2-weighted MRI. Independently, immunofluorescent analyses of monocarboxylate transporter 1(MCT1) and MCT4 was performed using paraffin-embedded tumor tissue.
Expressed protein level of lactate dehydrogenase A (LDHA), LDHB, MCT1 and MCT4 under the normal cell culture conditions were evaluated by Western blotting.
RESULTS:
13C-MRI showed an increase in lactate-to-pyruvate ratio (Lac/Pyr) both in U251 and NSC11
compared to the contralateral normal brain tissue, suggested elevated anaerobic glycolysis (P<0.05). The extent of the increase in Lac/Pyr compared to the normal brain tissue was higher in U251 than NSC11 except for one U251 case. Western blotting showed both LDHA and LHDB expression in U251 was lower than NSC11. The expression of MCT4 was higher in U251 than NSC11, whereas they were almost the same for MCT1. Immunohistochemistry showed relative weak staining for MCT4 in NSC11, consistent with the result of Western blotting.
CONCLUSION:
The quality of 13C-DNP-MRI using [1-13C] pyruvate was validated and considered to be feasible to apply to the brain tumors. The result was reasonable in that malignant tumors enhance anaerobic glycolytic pathway even in the aerobic environment. 13C-DNP-MRI also demonstrated a difference in the extent of Lac/Pyr in relation to the normal brain between the two tumor models probably related to expression levels of glycolysis-related proteins.
Citation Format: Tatsuya Kawai, Murali C. Krishna, Jeffery R. Brender, Jennifer Lee, Tamalee Kramp, Kazu Yamamoto, Shun Kishimoto, Tomohiro Seki, Kevin A. Camphausen. Metabolic imaging of glioblastoma using hyperpolarized 13C-MRI: Glycolytic metabolism in cancer stem cell-like cell-derived tumor model [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4110.
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Affiliation(s)
| | | | | | - Jennifer Lee
- National Cancer Institute/NIH, North Bethesda, MD
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Scroggins BT, Matsuo M, White AO, Saito K, Munasinghe JP, Sourbier C, Yamamoto K, Diaz V, Mitchell JB, Krishna MC, Citrin DE. Abstract 4106: Hyperpolarized [1-13C]-pyruvate/lactate magnetic resonance spectroscopic imaging of prostate cancer in vivo predicts response to lactate dehydrogenase inhibition. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-4106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose: Non-invasive magnetic resonance spectroscopic imaging (MRSI) of hyperpolarized (HP) 13C-labeled pyruvate and its metabolite lactate is being used to monitor the metabolic flux in solid tumors. In this study, we evaluate the potential of MRSI of HP [1-13C]-pyruvate and [1-13C]-lactate, in prostate cancer as a predictive biomarker for targeting lactate dehydrogenase.
Experimental Design: Two human prostate cancer cell lines (DU145 and PC3) were grown as xenografts. The conversion of pyruvate to lactate in xenografts was measured, after intravenous delivery of hyperpolarized [1-13C] pyruvic acid, by MRSI. Steady state metabolomic analysis of xenograft tumors was performed by mass spectrometry and steady state lactate levels were measured with proton (1H) MRS. Perfusion and oxygenation of xenografts were measured with electron paramagnetic resonance (EPR) imaging. Tumor growth was assessed after lactate dehydrogenase (LDH) inhibition with FX-11 (42 µg/mouse/day for 5 days x 2 weekly cycles). Lactate production, pyruvate uptake, extracellular acidification rates and oxygen consumption of the prostate cancer cell lines was analyzed in vitro. Protein levels of glycolysis regulators were assessed with immunoblotting.
Results: DU145 tumors demonstrated an enhanced conversion of pyruvate to lactate with HP [1-13C] MRSI relative to PC3 tumors (21% higher 13C-lactate/pyruvate p<0.05). In addition, DU145 xenografts have a 42% (p<0.05) reduction in 13C-lactate/pyruvate after FX-11 treatment while PC3 xenografts demonstrate no sensitivity to FX-11 treatment. In correlation FX-11 significantly delayed DU145 tumor volume doubling time by 3.4 days (p<0.05). By comparison no difference was observed between DU145 and PC3 xenografts in steady state measures of lactate, oxygenation, or perfusion. The two cell lines also exhibited similar pyruvate uptake, lactate production, extracellular acidification and oxygen consumption rates and sensitivity to FX-11 in vitro. Difference in the expression of glycolysis regulators such as Hif-1α, LDHA, MCT1, MCT4, HK2 and PFKP were observed in vitro but did not correlate with HP [13C]-lactate/pyruvate MRSI results or FX-11 sensitivity.
Conclusions: Hyperpolarized [1-13C]-pyruvate MRSI of prostate cancer xenografts predicted the efficacy of targeting LDH when steady state markers of glycolysis, in vivo and in vitro, did not.
Citation Format: Bradley T. Scroggins, Masayuki Matsuo, Ayla O. White, Keita Saito, Jeeva P. Munasinghe, Carole Sourbier, Kazutoshi Yamamoto, Vivian Diaz, James B. Mitchell, Murali C. Krishna, Deborah E. Citrin. Hyperpolarized [1-13C]-pyruvate/lactate magnetic resonance spectroscopic imaging of prostate cancer in vivo predicts response to lactate dehydrogenase inhibition [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4106.
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Affiliation(s)
| | | | | | | | | | | | | | - Vivian Diaz
- 2National Institute of Neurological Disorders and Stroke, Bethesda, MD
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Yasui H, Kawai T, Matsumoto S, Saito K, Devasahayam N, Mitchell JB, Camphausen K, Inanami O, Krishna MC. Quantitative imaging of pO 2 in orthotopic murine gliomas: hypoxia correlates with resistance to radiation. Free Radic Res 2018; 51:861-871. [PMID: 29076398 DOI: 10.1080/10715762.2017.1388506] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Hypoxia is considered one of the microenvironmental factors associated with the malignant nature of glioblastoma. Thus, evaluating intratumoural distribution of hypoxia would be useful for therapeutic planning as well as assessment of its effectiveness during the therapy. Electron paramagnetic resonance imaging (EPRI) is an imaging technique which can generate quantitative maps of oxygen in vivo using the exogenous paramagnetic compound, triarylmethyl and monitoring its line broadening caused by oxygen. In this study, the feasibility of EPRI for assessment of oxygen distribution in the glioblastoma using orthotopic U87 and U251 xenograft model is examined. Heterogeneous distribution of pO2 between 0 and 50 mmHg was observed throughout the tumours except for the normal brain tissue. U251 glioblastoma was more likely to exhibit hypoxia than U87 for comparable tumour size (median pO2; 29.7 and 18.2 mmHg, p = .028, in U87 and U251, respectively). The area with pO2 under 10 mmHg on the EPR oximetry (HF10) showed a good correlation with pimonidazole staining among tumours with evaluated size. In subcutaneous xenograft model, irradiation was relatively less effective for U251 compared with U87. In conclusion, EPRI is a feasible method to evaluate oxygen distribution in the brain tumour.
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Affiliation(s)
- Hironobu Yasui
- a Central Institute of Isotope Science, Hokkaido University , Sapporo , Japan
| | - Tatsuya Kawai
- b Radiation Oncology Branch , Center for Cancer Research, National Cancer Institute, National Health Institutes , Bethesda , MD , USA
| | - Shingo Matsumoto
- c Division of Bioengineering and Bioinformatics , Graduate School of Information Science and Technology, Hokkaido University , Sapporo , Japan
| | - Keita Saito
- d Radiation Biology Branch , Center for Cancer Research, National Cancer Institute, National Health Institutes , Bethesda , MD , USA
| | - Nallathamby Devasahayam
- d Radiation Biology Branch , Center for Cancer Research, National Cancer Institute, National Health Institutes , Bethesda , MD , USA
| | - James B Mitchell
- d Radiation Biology Branch , Center for Cancer Research, National Cancer Institute, National Health Institutes , Bethesda , MD , USA
| | - Kevin Camphausen
- b Radiation Oncology Branch , Center for Cancer Research, National Cancer Institute, National Health Institutes , Bethesda , MD , USA
| | - Osamu Inanami
- e Laboratory of Radiation Biology, Department of Environmental Veterinary Sciences, Graduate School of Veterinary Medicine , Hokkaido University , Sapporo , Japan
| | - Murali C Krishna
- d Radiation Biology Branch , Center for Cancer Research, National Cancer Institute, National Health Institutes , Bethesda , MD , USA
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47
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Read GH, Miura N, Carter JL, Kines KT, Yamamoto K, Devasahayam N, Cheng JY, Camphausen KA, Krishna MC, Kesarwala AH. Three-dimensional alginate hydrogels for radiobiological and metabolic studies of cancer cells. Colloids Surf B Biointerfaces 2018; 171:197-204. [PMID: 30031304 DOI: 10.1016/j.colsurfb.2018.06.018] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 04/23/2018] [Accepted: 06/14/2018] [Indexed: 01/05/2023]
Abstract
The purpose of this study is to demonstrate calcium alginate hydrogels as a system for in vitro radiobiological and metabolic studies of cancer cells. Previous studies have established calcium alginate as a versatile three-dimensional (3D) culturing system capable of generating areas of oxygen heterogeneity and modeling metabolic changes in vitro. Here, through dosimetry, clonogenic and viability assays, and pimonidazole staining, we demonstrate that alginate can model radiobiological responses that monolayer cultures do not simulate. Notably, alginate hydrogels with radii greater than 500 μm demonstrate hypoxic cores, while smaller hydrogels do not. The size of this hypoxic region correlates with hydrogel size and improved cell survival following radiation therapy. Hydrogels can also be utilized in hyperpolarized magnetic resonance spectroscopy and extracellular flux analysis. Alginate therefore offers a reproducible, consistent, and low-cost means for 3D culture of cancer cells for radiobiological studies that simulates important in vivo parameters such as regional hypoxia and enables long-term culturing and in vitro metabolic studies.
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Affiliation(s)
- Graham H Read
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Natsuko Miura
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Jenna L Carter
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Kelsey T Kines
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Kazutoshi Yamamoto
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Nallathamby Devasahayam
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Jason Y Cheng
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Kevin A Camphausen
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Murali C Krishna
- Radiation Biology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Aparna H Kesarwala
- Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA; Lead Contact, USA.
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Kishimoto S, Matsumoto KI, Saito K, Enomoto A, Matsumoto S, Mitchell JB, Devasahayam N, Krishna MC. Pulsed Electron Paramagnetic Resonance Imaging: Applications in the Studies of Tumor Physiology. Antioxid Redox Signal 2018; 28:1378-1393. [PMID: 29130334 PMCID: PMC5910045 DOI: 10.1089/ars.2017.7391] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
SIGNIFICANCE Electron paramagnetic resonance imaging (EPRI) is capable of generating images of tissue oxygenation using exogenous paramagnetic probes such as trityl radicals or nitroxyl radicals. The spatial distribution of the paramagnetic probe can be generated using magnetic field gradients as in magnetic resonance imaging and, from its spectral features, spatial maps of oxygen can be obtained from live objects. In this review, two methods of signal acquisition and image formation/reconstruction are described. The probes used and its application to study tumor physiology and monitor treatment response with chemotherapy drugs in mouse models of human cancer are summarized. Recent Advances: By implementing phase encoding/Fourier reconstruction in EPRI in time domain mode, the frequency contribution to the spatial resolution was avoided and images with improved spatial resolution were obtained. The EPRI-generated pO2 maps in tumor were useful to detect and evaluate the effects of various antitumor therapies on tumor physiology. Coregistration with other imaging modalities provided a better understanding of hypoxia-related alteration in physiology. CRITICAL ISSUES The high radiofrequency (RF) power of EPR irradiation and toxicity profile of radical probes are the main obstacles for clinical application. The improvement of RF low power pulse sequences may allow for clinical translation. FUTURE DIRECTIONS Pulsed EPR oximetry can be a powerful tool to research various diseases involving hypoxia such as cancer, ischemic heart diseases, stroke, and diabetes. With appropriate paramagnetic probes, it can also be applied for various other purposes such as detecting local acid-base balance or oxidative stress. Antioxid. Redox Signal. 28, 1378-1393.
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Affiliation(s)
- Shun Kishimoto
- 1 Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
| | - Ken-Ichiro Matsumoto
- 2 Quantitative RedOx Sensing Team, Department of Basic Medical Sciences for Radiation Damages, Chiba, Japan
| | - Keita Saito
- 1 Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
| | - Ayano Enomoto
- 1 Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
| | - Shingo Matsumoto
- 3 Division of Bioengineering and Bioinformatics, Hokkaido University , Sapporo, Japan
| | - James B Mitchell
- 1 Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
| | - Nallathamby Devasahayam
- 1 Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
| | - Murali C Krishna
- 1 Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
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Kishimoto S, Krishna MC, Khramtsov VV, Utsumi H, Lurie DJ. In Vivo Application of Proton-Electron Double-Resonance Imaging. Antioxid Redox Signal 2018; 28:1345-1364. [PMID: 28990406 PMCID: PMC5910041 DOI: 10.1089/ars.2017.7341] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Accepted: 10/05/2017] [Indexed: 01/01/2023]
Abstract
SIGNIFICANCE Proton-electron double-resonance imaging (PEDRI) employs electron paramagnetic resonance irradiation with low-field magnetic resonance imaging so that the electron spin polarization is transferred to nearby protons, resulting in higher signals. PEDRI provides information about free radical distribution and, indirectly, about the local microenvironment such as partial pressure of oxygen (pO2), tissue permeability, redox status, and acid-base balance. Recent Advances: Local acid-base balance can be imaged by exploiting the different resonance frequency of radical probes between R and RH+ forms. Redox status can also be imaged by using the loss of radical-related signal after reduction. These methods require optimized radical probes and pulse sequences. CRITICAL ISSUES High-power radio frequency irradiation is needed for optimum signal enhancement, which may be harmful to living tissue by unwanted heat deposition. Free radical probes differ depending on the purpose of PEDRI. Some probes are less effective for enhancing signal than others, which can reduce image quality. It is so far not possible to image endogenous radicals by PEDRI because low concentrations and broad line widths of the radicals lead to negligible signal enhancement. FUTURE DIRECTIONS PEDRI has similarities with electron paramagnetic resonance imaging (EPRI) because both techniques observe the EPR signal, directly in the case of EPRI and indirectly with PEDRI. PEDRI provides information that is vital to research on homeostasis, development of diseases, or treatment responses in vivo. It is expected that the development of new EPR techniques will give insights into novel PEDRI applications and vice versa. Antioxid. Redox Signal. 28, 1345-1364.
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Affiliation(s)
- Shun Kishimoto
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Murali C. Krishna
- Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Valery V. Khramtsov
- In Vivo Multifunctional Magnetic Resonance center, Robert C. Byrd Health Sciences Center, West Virginia University, Morgantown, West Virginia
- Department of Biochemistry, Robert C. Byrd Health Sciences Center, West Virginia University, Morgantown, West Virginia
| | - Hideo Utsumi
- School of Pharmaceutical Sciences, The University of Shizuoka, Shizuoka, Japan
| | - David J. Lurie
- School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Aberdeen, United Kingdom
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Matsuo M, Kawai T, Kishimoto S, Saito K, Munasinghe J, Devasahayam N, Mitchell JB, Krishna MC. Co-imaging of the tumor oxygenation and metabolism using electron paramagnetic resonance imaging and 13-C hyperpolarized magnetic resonance imaging before and after irradiation. Oncotarget 2018; 9:25089-25100. [PMID: 29861855 PMCID: PMC5982751 DOI: 10.18632/oncotarget.25317] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 04/02/2018] [Indexed: 01/18/2023] Open
Abstract
To examine the relationship between local oxygen partial pressure and energy metabolism in the tumor, electron paramagnetic resonance imaging (EPRI) and magnetic resonance imaging (MRI) with hyperpolarized [1-13C] pyruvate were performed. SCCVII and HT29 solid tumors implanted in the mouse leg were imaged by EPRI using OX063, a paramagnetic probe and 13C-MRI using hyperpolarized [1-13C] pyruvate. Local partial oxygen pressure and pyruvate metabolism in the two tumor implants were examined. The effect of a single dose of 5-Gy irradiation on the pO2 and metabolism was also investigated by sequential imaging of EPRI and 13C-MRI in HT29 tumors. A phantom study using tubes filled with different concentration of [1-13C] pyruvate, [1-13C] lactate, and OX063 at different levels of oxygen confirmed the validity of this sequential imaging of EPRI and hyperpolarized 13C-MRI. In vivo studies revealed SCCVII tumor had a significantly larger hypoxic fraction (pO2 < 8 mmHg) compared to HT29 tumor. The flux of pyruvate-to-lactate conversion was also higher in SCCVII than HT29. The lactate-to-pyruvate ratio in hypoxic regions (pO2 < 8 mmHg) 24 hours after 5-Gy irradiation was significantly higher than those without irradiation (0.76 vs. 0.36) in HT29 tumor. The in vitro study showed an increase in extracellular acidification rate after irradiation. In conclusion, co-imaging of pO2 and pyruvate-to-lactate conversion kinetics successfully showed the local metabolic changes especially in hypoxic area induced by radiation therapy.
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Affiliation(s)
- Masayuki Matsuo
- Radiation Biology Branch, Center for Cancer research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.,Department of Radiology, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Tatsuya Kawai
- Radiation Oncology Branch, Center for Cancer research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Shun Kishimoto
- Radiation Biology Branch, Center for Cancer research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Keita Saito
- Radiation Biology Branch, Center for Cancer research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jeeva Munasinghe
- MRI Research Facility, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Nallathamby Devasahayam
- Radiation Biology Branch, Center for Cancer research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - James B Mitchell
- Radiation Biology Branch, Center for Cancer research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Murali C Krishna
- Radiation Biology Branch, Center for Cancer research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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