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Rodgers LT, Schulz Pauly JA, Maloney BJ, Hartz AMS, Bauer B. Optimization, Characterization, and Comparison of Two Luciferase-Expressing Mouse Glioblastoma Models. Cancers (Basel) 2024; 16:1997. [PMID: 38893116 PMCID: PMC11171217 DOI: 10.3390/cancers16111997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 05/14/2024] [Accepted: 05/20/2024] [Indexed: 06/21/2024] Open
Abstract
Glioblastoma (GBM) is the most aggressive brain cancer. To model GBM in research, orthotopic brain tumor models, including syngeneic models like GL261 and genetically engineered mouse models like TRP, are used. In longitudinal studies, tumor growth and the treatment response are typically tracked with in vivo imaging, including bioluminescence imaging (BLI), which is quick, cost-effective, and easily quantifiable. However, BLI requires luciferase-tagged cells, and recent studies indicate that the luciferase gene can elicit an immune response, leading to tumor rejection and experimental variation. We sought to optimize the engraftment of two luciferase-expressing GBM models, GL261 Red-FLuc and TRP-mCherry-FLuc, showing differences in tumor take, with GL261 Red-FLuc cells requiring immunocompromised mice for 100% engraftment. Immunohistochemistry and MRI revealed distinct tumor characteristics: GL261 Red-FLuc tumors were well-demarcated with densely packed cells, high mitotic activity, and vascularization. In contrast, TRP-mCherry-FLuc tumors were large, invasive, and necrotic, with perivascular invasion. Quantifying the tumor volume using the HALO® AI analysis platform yielded results comparable to manual measurements, providing a standardized and efficient approach for the reliable, high-throughput analysis of luciferase-expressing tumors. Our study highlights the importance of considering tumor engraftment when using luciferase-expressing GBM models, providing insights for preclinical research design.
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Affiliation(s)
- Louis T. Rodgers
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY 40536, USA
| | - Julia A. Schulz Pauly
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY 40536, USA
| | - Bryan J. Maloney
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY 40536, USA
| | - Anika M. S. Hartz
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY 40536, USA
- Department of Pharmacology and Nutritional Sciences, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Björn Bauer
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY 40536, USA
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY 40536, USA
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2
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Ji J, Ding K, Cheng B, Zhang X, Luo T, Huang B, Yu H, Chen Y, Xu X, Lin H, Zhou J, Wang T, Jin M, Liu A, Yan D, Liu F, Wang C, Chen J, Yan F, Wang L, Zhang J, Yan S, Wang J, Li X, Chen G. Radiotherapy-Induced Astrocyte Senescence Promotes an Immunosuppressive Microenvironment in Glioblastoma to Facilitate Tumor Regrowth. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2304609. [PMID: 38342629 PMCID: PMC11022718 DOI: 10.1002/advs.202304609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 01/24/2024] [Indexed: 02/13/2024]
Abstract
Accumulating evidence suggests that changes in the tumor microenvironment caused by radiotherapy are closely related to the recurrence of glioma. However, the mechanisms by which such radiation-induced changes are involved in tumor regrowth have not yet been fully investigated. In the present study, how cranial irradiation-induced senescence in non-neoplastic brain cells contributes to glioma progression is explored. It is observed that senescent brain cells facilitated tumor regrowth by enhancing the peripheral recruitment of myeloid inflammatory cells in glioblastoma. Further, it is identified that astrocytes are one of the most susceptible senescent populations and that they promoted chemokine secretion in glioma cells via the senescence-associated secretory phenotype. By using senolytic agents after radiotherapy to eliminate these senescent cells substantially prolonged survival time in preclinical models. The findings suggest the tumor-promoting role of senescent astrocytes in the irradiated glioma microenvironment and emphasize the translational relevance of senolytic agents for enhancing the efficacy of radiotherapy in gliomas.
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Affiliation(s)
- Jianxiong Ji
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
- Department of NeurosurgeryQilu Hospital of Shandong University and Brain Science Research InstituteCheeloo College of MedicineShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Key Laboratory of Brain Functional RemodelingShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Department of Radiation OncologyMayo ClinicRochesterMN55905USA
| | - Kaikai Ding
- Department of NeurosurgeryQilu Hospital of Shandong University and Brain Science Research InstituteCheeloo College of MedicineShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Key Laboratory of Brain Functional RemodelingShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Department of Radiation Oncologythe First Affiliated HospitalSchool of MedicineZhejiang UniversityHangzhouZhejiang310000P. R. China
| | - Bo Cheng
- Department of Radiation OncologyQilu Hospital of Shandong UniversityCheeloo College of MedicineShandong UniversityJinanShandong250012P. R. China
| | - Xin Zhang
- Department of NeurosurgeryQilu Hospital of Shandong University and Brain Science Research InstituteCheeloo College of MedicineShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Key Laboratory of Brain Functional RemodelingShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
| | - Tao Luo
- Department of NeurosurgeryQilu Hospital of Shandong University and Brain Science Research InstituteCheeloo College of MedicineShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Key Laboratory of Brain Functional RemodelingShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
| | - Bin Huang
- Department of NeurosurgeryQilu Hospital of Shandong University and Brain Science Research InstituteCheeloo College of MedicineShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Key Laboratory of Brain Functional RemodelingShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
| | - Hao Yu
- Department of Radiation Oncologythe First Affiliated HospitalSchool of MedicineZhejiang UniversityHangzhouZhejiang310000P. R. China
| | - Yike Chen
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Xiaohui Xu
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Haopu Lin
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Jiayin Zhou
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Tingtin Wang
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Mengmeng Jin
- Department of Reproductive EndocrinologyWomen's HospitalZhejiang University School of MedicineHangzhouZhejiang310000P. R. China
| | - Aixia Liu
- Department of Reproductive EndocrinologyWomen's HospitalZhejiang University School of MedicineHangzhouZhejiang310000P. R. China
| | - Danfang Yan
- Department of Radiation Oncologythe First Affiliated HospitalSchool of MedicineZhejiang UniversityHangzhouZhejiang310000P. R. China
| | - Fuyi Liu
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Chun Wang
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Jingsen Chen
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Feng Yan
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Lin Wang
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Jianmin Zhang
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
| | - Senxiang Yan
- Department of Radiation Oncologythe First Affiliated HospitalSchool of MedicineZhejiang UniversityHangzhouZhejiang310000P. R. China
| | - Jian Wang
- Department of NeurosurgeryQilu Hospital of Shandong University and Brain Science Research InstituteCheeloo College of MedicineShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Key Laboratory of Brain Functional RemodelingShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Department of BiomedicineUniversity of BergenJonas Lies vei 91BergenNorway5009
| | - Xingang Li
- Department of NeurosurgeryQilu Hospital of Shandong University and Brain Science Research InstituteCheeloo College of MedicineShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
- Key Laboratory of Brain Functional RemodelingShandong University107 Wenhua Xi RoadJinanShandong250012P. R. China
| | - Gao Chen
- Department of Neurosurgerythe Second Affiliated Hospital of Zhejiang University School of MedicineKey Laboratory of Precise Treatment and Clinical Translational Research of Neurological DiseasesHangzhouZhejiang310000P. R. China
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Song KH, Ge X, Engelbach J, Rich KM, Ackerman JJH, Garbow JR. Deuterium Magnetic Resonance Spectroscopy Quantifies Tumor Fraction in a Mouse Model of a Mixed Radiation Necrosis / GL261-Glioblastoma Lesion. Mol Imaging Biol 2024; 26:173-178. [PMID: 37516675 PMCID: PMC11151282 DOI: 10.1007/s11307-023-01837-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/26/2023] [Accepted: 07/05/2023] [Indexed: 07/31/2023]
Abstract
PURPOSE Distinguishing recurrent brain tumor from treatment effects, including late time-to-onset radiation necrosis (RN), presents an on-going challenge in post-treatment imaging of neuro-oncology patients. Experiments were performed in a novel mouse model that recapitulates the relevant clinical histologic features of recurrent glioblastoma growing in a RN environment, the mixed tumor/RN model. The goal of this work was to apply single-voxel deuterium (2H) magnetic resonance spectroscopy (MRS), in concert with administration of deuterated glucose, to determine if the metabolic signature of aerobic glycolysis (Warburg effect: glucose → lactate in the presence of O2), a distinguishing characteristic of proliferating tumor, provides a quantitative readout of the tumor fraction (percent) in a mixed tumor/RN lesion. PROCEDURES 2H MRS employed the SPin-ECho full-Intensity Acquired Localized (SPECIAL) MRS pulse sequence and outer volume suppression at 11.74 T. For each subject, a single 2H MRS voxel was placed over the mixed lesion as defined by contrast enhanced (CE) 1H T1-weighted MRI. Following intravenous administration of [6,6-2H2]glucose (Glc), 2H MRS monitored the glycolytic conversion to [3,3-2H2]lactate (Lac) and glutamate + glutamine (Glu + Gln = Glx). RESULTS Based on previous work, the tumor fraction of the mixed lesion was quantified as the ratio of tumor volume, defined by 1H magnetization transfer experiments, vs. the total mixed-lesion volume. Metabolite 2H MR spectral-amplitude values were converted to metabolite concentrations using the natural-abundance semi-heavy water (1HO2H) resonance as an internal concentration standard. The 2H MR-determined [Lac] / [Glx] ratio was strongly linearly correlated with tumor fraction in the mixed lesion (n = 9), Pearson's r = 0.87, and 77% of the variation in the [Lac] / [Glx] ratio was due to tumor percent r2 = 0.77. CONCLUSIONS This preclinical study supports the proposal that 2H MR could occupy a well-defined secondary role when standard-of-care 1H imaging is non-diagnostic regarding tumor presence and/or response to therapy.
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Affiliation(s)
- Kyu-Ho Song
- Department of Radiology, Biomedical MR Center, Washington University, 660 South Euclid Avenue, MO 63110, St. Louis, MO, Mail Stop Code: MSC 8227-0082-02, USA
| | - Xia Ge
- Department of Radiology, Biomedical MR Center, Washington University, 660 South Euclid Avenue, MO 63110, St. Louis, MO, Mail Stop Code: MSC 8227-0082-02, USA
| | - John Engelbach
- Department of Radiology, Biomedical MR Center, Washington University, 660 South Euclid Avenue, MO 63110, St. Louis, MO, Mail Stop Code: MSC 8227-0082-02, USA
| | - Keith M Rich
- Department of Neurosurgery, Washington University, St. Louis, MO, USA
| | - Joseph J H Ackerman
- Department of Radiology, Biomedical MR Center, Washington University, 660 South Euclid Avenue, MO 63110, St. Louis, MO, Mail Stop Code: MSC 8227-0082-02, USA
- Department of Chemistry, Washington University, St. Louis, MO, USA
- Department of Internal Medicine, Washington University, St. Louis, MO, USA
- Alvin J. Siteman Cancer Center, Washington University, MO, St. Louis, USA
| | - Joel R Garbow
- Department of Radiology, Biomedical MR Center, Washington University, 660 South Euclid Avenue, MO 63110, St. Louis, MO, Mail Stop Code: MSC 8227-0082-02, USA.
- Alvin J. Siteman Cancer Center, Washington University, MO, St. Louis, USA.
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4
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Low JT, Brown MC, Reitman ZJ, Bernstock JD, Markert JM, Friedman GK, Waitkus MS, Bowie ML, Ashley DM. Understanding and therapeutically exploiting cGAS/STING signaling in glioblastoma. J Clin Invest 2024; 134:e163452. [PMID: 38226619 PMCID: PMC10786687 DOI: 10.1172/jci163452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2024] Open
Abstract
Since the discovery that cGAS/STING recognizes endogenous DNA released from dying cancer cells and induces type I interferon and antitumor T cell responses, efforts to understand and therapeutically target the STING pathway in cancer have ensued. Relative to other cancer types, the glioma immune microenvironment harbors few infiltrating T cells, but abundant tumor-associated myeloid cells, possibly explaining disappointing responses to immune checkpoint blockade therapies in cohorts of patients with glioblastoma. Notably, unlike most extracranial tumors, STING expression is absent in the malignant compartment of gliomas, likely due to methylation of the STING promoter. Nonetheless, several preclinical studies suggest that inducing cGAS/STING signaling in the glioma immune microenvironment could be therapeutically beneficial, and cGAS/STING signaling has been shown to mediate inflammatory and antitumor effects of other modalities either in use or being developed for glioblastoma therapy, including radiation, tumor-treating fields, and oncolytic virotherapy. In this Review, we discuss cGAS/STING signaling in gliomas, its implications for glioma immunobiology, compartment-specific roles for STING signaling in influencing immune surveillance, and efforts to target STING signaling - either directly or indirectly - for antiglioma therapy.
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Affiliation(s)
| | | | - Zachary J. Reitman
- Department of Radiation Oncology, Duke University, Durham, North Carolina, USA
| | - Joshua D. Bernstock
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - James M. Markert
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Gregory K. Friedman
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Division of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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5
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Riviere-Cazaux C, Carlstrom LP, Neth BJ, Olson IE, Rajani K, Rahman M, Ikram S, Mansour MA, Mukherjee B, Warrington AE, Short SC, von Zglinicki T, Brown DA, Burma S, Tchkonia T, Schafer MJ, Baker DJ, Kizilbash SH, Kirkland JL, Burns TC. An untapped window of opportunity for glioma: targeting therapy-induced senescence prior to recurrence. NPJ Precis Oncol 2023; 7:126. [PMID: 38030881 PMCID: PMC10687268 DOI: 10.1038/s41698-023-00476-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 10/24/2023] [Indexed: 12/01/2023] Open
Abstract
High-grade gliomas are primary brain tumors that are incredibly refractory long-term to surgery and chemoradiation, with no proven durable salvage therapies for patients that have failed conventional treatments. Post-treatment, the latent glioma and its microenvironment are characterized by a senescent-like state of mitotic arrest and a senescence-associated secretory phenotype (SASP) induced by prior chemoradiation. Although senescence was once thought to be irreversible, recent evidence has demonstrated that cells may escape this state and re-enter the cell cycle, contributing to tumor recurrence. Moreover, senescent tumor cells could spur the growth of their non-senescent counterparts, thereby accelerating recurrence. In this review, we highlight emerging evidence supporting the use of senolytic agents to ablate latent, senescent-like cells that could contribute to tumor recurrence. We also discuss how senescent cell clearance can decrease the SASP within the tumor microenvironment thereby reducing tumor aggressiveness at recurrence. Finally, senolytics could improve the long-term sequelae of prior therapy on cognition and bone marrow function. We critically review the senolytic drugs currently under preclinical and clinical investigation and the potential challenges that may be associated with deploying senolytics against latent glioma. In conclusion, senescence in glioma and the microenvironment are critical and potential targets for delaying or preventing tumor recurrence and improving patient functional outcomes through senotherapeutics.
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Affiliation(s)
| | | | | | - Ian E Olson
- Department of Neurological Surgery, Northwestern University, Chicago, IL, USA
| | | | - Masum Rahman
- Department of Neurological Surgery, Rochester, MN, USA
| | - Samar Ikram
- Department of Neurological Surgery, Rochester, MN, USA
| | | | - Bipasha Mukherjee
- Department of Neurosurgery, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Arthur E Warrington
- Department of Neurological Surgery, Rochester, MN, USA
- Department of Neurology, Rochester, MN, USA
| | - Susan C Short
- Leeds Institute of Medical Research at St. James's, St. James's University Hospital, University of Leeds, Leeds, UK
| | - Thomas von Zglinicki
- Biosciences Institute, Faculty of Medical Sciences, Campus for Ageing and Vitality, Newcastle University, Newcastle upon Tyne, UK
| | - Desmond A Brown
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Sandeep Burma
- Department of Neurosurgery, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Tamar Tchkonia
- Department of Physiology and Biomedical Engineering, Rochester, MN, USA
| | - Marissa J Schafer
- Department of Physiology and Biomedical Engineering, Rochester, MN, USA
| | - Darren J Baker
- Department of Pediatric and Adolescent Medicine, Rochester, MN, USA
- Department of Biochemistry and Molecular Biology, Rochester, MN, USA
| | | | - James L Kirkland
- Department of Pediatric and Adolescent Medicine, Rochester, MN, USA
- Department of Medicine, Rochester, MN, USA
| | - Terry C Burns
- Department of Neurological Surgery, Rochester, MN, USA.
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Ge X, Song KH, Engelbach JA, Yuan L, Gao F, Dahiya S, Rich KM, Ackerman JJH, Garbow JR. Distinguishing Tumor Admixed in a Radiation Necrosis (RN) Background: 1H and 2H MR With a Novel Mouse Brain-Tumor/RN Model. Front Oncol 2022; 12:885480. [PMID: 35712497 PMCID: PMC9196939 DOI: 10.3389/fonc.2022.885480] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 04/27/2022] [Indexed: 11/16/2022] Open
Abstract
Purpose Distinguishing radiation necrosis (RN) from recurrent tumor remains a vexing clinical problem with important health-care consequences for neuro-oncology patients. Here, mouse models of pure tumor, pure RN, and admixed RN/tumor are employed to evaluate hydrogen (1H) and deuterium (2H) magnetic resonance methods for distinguishing RN vs. tumor. Furthermore, proof-of-principle, range-finding deuterium (2H) metabolic magnetic resonance is employed to assess glycolytic signatures distinguishing RN vs. tumor. Materials and Methods A pipeline of common quantitative 1H MRI contrasts, including an improved magnetization transfer ratio (MTR) sequence, and 2H magnetic resonance spectroscopy (MRS) following administration of 2H-labeled glucose, was applied to C57BL/6 mouse models of the following: (i) late time-to-onset RN, occurring 4–5 weeks post focal 50-Gy (50% isodose) Gamma Knife irradiation to the left cerebral hemisphere, (ii) glioblastoma, growing ~18–24 days post implantation of 50,000 mouse GL261 tumor cells into the left cerebral hemisphere, and (iii) mixed model, with GL261 tumor growing within a region of radiation necrosis (1H MRI only). Control C57BL/6 mice were also examined by 2H metabolic magnetic resonance. Results Differences in quantitative 1H MRI parametric values of R1, R2, ADC, and MTR comparing pure tumor vs. pure RN were all highly statistically significant. Differences in these parameter values and DCEAUC for tumor vs. RN in the mixed model (tumor growing in an RN background) are also all significant, demonstrating that these contrasts—in particular, MTR—can effectively distinguish tumor vs. RN. Additionally, quantitative 2H MRS showed a highly statistically significant dominance of aerobic glycolysis (glucose ➔ lactate; fermentation, Warburg effect) in the tumor vs. oxidative respiration (glucose ➔ TCA cycle) in the RN and control brain. Conclusions These findings, employing a pipeline of quantitative 1H MRI contrasts and 2H MRS following administration of 2H-labeled glucose, suggest a pathway for substantially improving the discrimination of tumor vs. RN in the clinic.
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Affiliation(s)
- Xia Ge
- Department of Radiology, Washington University, Saint Louis, MO, United States
| | - Kyu-Ho Song
- Department of Radiology, Washington University, Saint Louis, MO, United States
| | - John A Engelbach
- Department of Radiology, Washington University, Saint Louis, MO, United States
| | - Liya Yuan
- Department of Neurosurgery, Washington University, Saint Louis, MO, United States
| | - Feng Gao
- Department of Surgery, Washington University, Saint Louis, MO, United States
| | - Sonika Dahiya
- Division of Neuropathology, Department of Pathology and Immunology, Washington University, Saint Louis, MO, United States
| | - Keith M Rich
- Department of Neurosurgery, Washington University, Saint Louis, MO, United States
| | - Joseph J H Ackerman
- Department of Radiology, Washington University, Saint Louis, MO, United States.,Alvin J. Siteman Cancer Center, Washington University, Saint Louis, MO, United States.,Department of Internal Medicine, Washington University, Saint Louis, MO, United States.,Department of Chemistry, Washington University, Saint Louis, MO, United States
| | - Joel R Garbow
- Department of Radiology, Washington University, Saint Louis, MO, United States.,Alvin J. Siteman Cancer Center, Washington University, Saint Louis, MO, United States
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