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Kiang JG, Cannon G, Olson MG, Zhai M, Woods AK, Xu F, Lin B, Li X, Hull L, Jiang S, Xiao M. Ciprofloxacin and pegylated G-CSF combined therapy mitigates brain hemorrhage and mortality induced by ionizing irradiation. Front Public Health 2023; 11:1268325. [PMID: 38162617 PMCID: PMC10756649 DOI: 10.3389/fpubh.2023.1268325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/14/2023] [Indexed: 01/03/2024] Open
Abstract
Introduction Brain hemorrhage was found between 13 and 16 days after acute whole-body 9.5 Gy 60Co-γ irradiation (IR). This study tested countermeasures mitigating brain hemorrhage and increasing survival from IR. Previously, we found that pegylated G-CSF therapy (PEG) (i.e., Neulasta®, an FDA-approved drug) improved survival post-IR by 20-40%. This study investigated whether Ciprofloxacin (CIP) could enhance PEG-induced survival and whether IR-induced brain hemorrhage could be mitigated by PEG alone or combined with CIP. Methods B6D2F1 female mice were exposed to 60Co-γ-radiation. CIP was fed to mice for 21 days. PEG was injected on days 1, 8, and 15. 30-day survival and weight loss were studied in mice treated with vehicles, CIP, PEG, or PEG + CIP. For the early time point study, blood and sternums on days 2, 4, 9, and 15 and brains on day 15 post-IR were collected. Platelet numbers, brain hemorrhage, and histopathology were analyzed. The cerebellum/pons/medulla oblongata were detected with glial fibrillary acidic protein (GFAP), p53, p16, interleukin-18 (IL-18), ICAM1, Claudin 2, ZO-1, and complement protein 3 (C3). Results CIP + PEG enhanced survival after IR by 85% vs. the 30% improvement by PEG alone. IR depleted platelets, which was mitigated by PEG or CIP + PEG. Brain hemorrhage, both surface and intracranial, was observed, whereas the sham mice displayed no hemorrhage. CIP or CIP + PEG significantly mitigated brain hemorrhage. IR reduced GFAP levels that were recovered by CIP or CIP + PEG, but not by PEG alone. IR increased IL-18 levels on day 4 only, which was inhibited by CIP alone, PEG alone, or PEG + CIP. IR increased C3 on day 4 and day 15 and that coincided with the occurrence of brain hemorrhage on day 15. IR increased phosphorylated p53 and p53 levels, which was mitigated by CIP, PEG or PEG + CIP. P16, Claudin 2, and ZO-1 were not altered; ICAM1 was increased. Discussion CIP + PEG enhanced survival post-IR more than PEG alone. The Concurrence of brain hemorrhage, C3 increases and p53 activation post-IR suggests their involvement in the IR-induced brain impairment. CIP + PEG effectively mitigated the brain lesions, suggesting effectiveness of CIP + PEG therapy for treating the IR-induced brain hemorrhage by recovering GFAP and platelets and reducing C3 and p53.
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Affiliation(s)
- Juliann G. Kiang
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Pharmacology and Molecular Therapeutics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Georgetta Cannon
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Matthew G. Olson
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Min Zhai
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Akeylah K. Woods
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Feng Xu
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Bin Lin
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Xianghong Li
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Lisa Hull
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Suping Jiang
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
| | - Mang Xiao
- Radiation Combined Injury Program, Department of Scientific Research, Armed Forces Radiobiology Research Institute, Bethesda, MD, United States
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Taliaferro LP, Agarwal RK, Coleman CN, DiCarlo AL, Hofmeyer KA, Loelius SG, Molinar-Inglis O, Tedesco DC, Satyamitra MM. Sex differences in radiation research. Int J Radiat Biol 2023; 100:466-485. [PMID: 37991728 PMCID: PMC10922591 DOI: 10.1080/09553002.2023.2283089] [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: 08/23/2023] [Accepted: 10/26/2023] [Indexed: 11/23/2023]
Abstract
PURPOSE The Sex Differences in Radiation Research workshop addressed the role of sex as a confounder in radiation research and its implication in real-world radiological and nuclear applications. METHODS In April 2022, HHS-wide partners from the Radiation and Nuclear Countermeasures Program, the Office of Research on Women's Health National Institutes of Health Office of Women's Health, U.S. Food and Drug Administration, and the Radiological and Nuclear Countermeasures Branch at the Biomedical Advanced Research and Development Authority conducted a workshop to address the scientific implication and knowledge gaps in understanding sex in basic and translational research. The goals of this workshop were to examine sex differences in 1. Radiation animal models and understand how these may affect radiation medical countermeasure development; 2. Biodosimetry and/or biomarkers used to assess acute radiation syndrome, delayed effects of acute radiation exposure, and/or predict major organ morbidities; 3. medical research that lacks representation from both sexes. In addition, regulatory policies that influence inclusion of women in research, and the gaps that exist in drug development and device clearance were discussed. Finally, real-world sex differences in human health scenarios were also considered. RESULTS This report provides an overview of the two-day workshop, and open discussion among academic investigators, industry researchers, and U.S. government representatives. CONCLUSIONS This meeting highlighted that current study designs lack the power to determine statistical significance based on sex, and much is unknown about the underlying factors that contribute to these differences. Investigators should accommodate both sexes in all stages of research to ensure that the outcome is robust, reproducible, and accurate, and will benefit public health.
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Affiliation(s)
- Lanyn P. Taliaferro
- Division of Allergy, Immunology, and Transplantation (DAIT), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Radiation and Nuclear Countermeasures Program (RNCP), Rockville, MD, USA
| | - Rajeev K. Agarwal
- Office of Research on Women’s Health (ORWH), Office of the Director, NIH, Rockville, MD, USA
| | - C. Norman Coleman
- Radiation Research Program Division of Cancer Treatment and Diagnosis, Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute (NCI) and Administration for Strategic Preparedness and Response (ASPR), U.S. Department of Health and Human Services (HHS), Washington, DC, USA
| | - Andrea L. DiCarlo
- Division of Allergy, Immunology, and Transplantation (DAIT), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Radiation and Nuclear Countermeasures Program (RNCP), Rockville, MD, USA
| | - Kimberly A. Hofmeyer
- Radiological and Nuclear Countermeasures Branch, Biomedical Advanced Research and Development Authority (BARDA), ASPR, HHS, Washington, DC, USA
| | - Shannon G. Loelius
- Radiological and Nuclear Countermeasures Branch, Biomedical Advanced Research and Development Authority (BARDA), ASPR, HHS, Washington, DC, USA
| | - Olivia Molinar-Inglis
- Previously RNCP, DAIT, NIAID, NIH; now Antivirals and Antitoxins Program, Division of CBRN Countermeasures, BARDA, ASPR, HHS, Washington, DC, USA
| | - Dana C. Tedesco
- Radiological and Nuclear Countermeasures Branch, Biomedical Advanced Research and Development Authority (BARDA), ASPR, HHS, Washington, DC, USA
| | - Merriline M. Satyamitra
- Division of Allergy, Immunology, and Transplantation (DAIT), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Radiation and Nuclear Countermeasures Program (RNCP), Rockville, MD, USA
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Hasapis S, Caraballo I, Sears TJ, Brock KD, Cart JB, Moding EJ, Lee CL. Characterizing the role of Phlda3 in the development of acute toxicity and malignant transformation of hematopoietic cells induced by total-body irradiation in mice. Sci Rep 2023; 13:12916. [PMID: 37558703 PMCID: PMC10412554 DOI: 10.1038/s41598-023-39678-2] [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: 10/04/2022] [Accepted: 07/28/2023] [Indexed: 08/11/2023] Open
Abstract
The tumor suppressor p53 is a transcriptional factor that plays a crucial role in controlling acute toxicity and long-term malignant transformation of hematopoietic cells induced by genotoxic stress such as ionizing radiation. Among all transcriptional targets of p53, one gene that is robustly induced by radiation is the pleckstrin homology domain-only protein Phlda3. However, the role that Phlda3 plays in regulating the response of hematopoietic cells to radiation is unknown. Here, using isogenic cell lines and genetically engineered mouse models, we showed that radiation induces Phlda3 in human leukemia cells and mouse normal hematopoietic cells in a p53-dependent manner. However, deletion of the Phlda3 gene did not ameliorate radiation-induced acute hematologic toxicity. In addition, distinct from mice that lose p53, loss of Phlda3 did not alter the latency and incidence of radiation-induced thymic lymphoma in mice. Remarkably, whole-exome sequencing data showed that lymphomas in irradiated Phlda3+/+ mice harbor a significantly higher number of single nucleotide variants (SNVs) and indels compared to lymphomas in irradiated Phlda3+/- and Phlda3-/- littermates. Together, our results indicate that although deletion of Phlda3 does not accelerate the development of radiation-induced thymic lymphoma, fewer SNVs and indels are necessary to initiate lymphomagenesis after radiation exposure when Phlda3 is silenced.
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Affiliation(s)
- Stephanie Hasapis
- Department of Radiation Oncology, Duke University School of Medicine, Duke University Medical Center, Box 3813, Durham, NC, 27708, USA
| | - Isibel Caraballo
- Department of Radiation Oncology, Duke University School of Medicine, Duke University Medical Center, Box 3813, Durham, NC, 27708, USA
| | - Timothy J Sears
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford University, 875 Blake Wilbur Drive, Stanford, CA, 94305-5847, USA
| | - Kennedy D Brock
- Department of Radiation Oncology, Duke University School of Medicine, Duke University Medical Center, Box 3813, Durham, NC, 27708, USA
| | - John B Cart
- Department of Radiation Oncology, Duke University School of Medicine, Duke University Medical Center, Box 3813, Durham, NC, 27708, USA
| | - Everett J Moding
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford University, 875 Blake Wilbur Drive, Stanford, CA, 94305-5847, USA.
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
| | - Chang-Lung Lee
- Department of Radiation Oncology, Duke University School of Medicine, Duke University Medical Center, Box 3813, Durham, NC, 27708, USA.
- Department of Pathology, Duke University School of Medicine, Durham, NC, 27710, USA.
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Sharma GP, Frei A, Fish B, Gasperetti T, Veley D, Szalewski N, Nissen A, Himburg HA. Biological sex differences in renin angiotensin system enzymes ACE and ACE2 regulate normal tissue response to radiation injury. Front Physiol 2023; 14:1191237. [PMID: 37275232 PMCID: PMC10235526 DOI: 10.3389/fphys.2023.1191237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 05/05/2023] [Indexed: 06/07/2023] Open
Abstract
Introduction: In experimental animal models, biological sex-differences in the manifestation and severity of normal tissue radiation injury have been well-documented. Previously we demonstrated male and female rats have differential and highly reproducible responses to high-dose partial body irradiation (PBI) with male rats having greater susceptibility to both gastrointestinal acute radiation syndrome (GI-ARS) and radiation pneumonitis than female rats. Methods: In the current study, we have investigated whether differential expression of the renin-angiotensin system (RAS) enzymes angiotensin converting enzyme (ACE) and ACE2 contribute to the observed sex-related differences in radiation response. Results: During the period of symptomatic pneumonitis, the relative ratio of ACE to ACE2 (ACE/ACE2) protein in the whole lung was significantly increased by radiation in male rats alone. Systemic treatment with small molecule ACE2 agonist diminazene aceturate (DIZE) increased lung ACE2 activity and reduced morbidity during radiation pneumonitis in both sexes. Notably DIZE treatment also abrogated morbidity in male rats during GI-ARS. We then evaluated the contribution of the irradiated bone marrow (BM) compartment on lung immune cell infiltration and ACE imbalance during pneumonitis. Transplantation of bone marrow from irradiated donors increased both ACE-expressing myeloid cell infiltration and immune ACE activity in the lung during pneumonitis compared to non-irradiated donors. Discussion: Together, these data demonstrate radiation induces a sex-dependent imbalance in the renin-angiotensin system enzymes ACE and ACE2. Additionally, these data suggest a role for ACE-expressing myeloid cells in the pathogenesis of radiation pneumonitis. Finally, the observed sex-differences underscore the need for consideration of sex as a biological variable in the development of medical countermeasures for radiation exposure.
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Affiliation(s)
- Guru Prasad Sharma
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Anne Frei
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Brian Fish
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Tracy Gasperetti
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Dana Veley
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Nathan Szalewski
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Austen Nissen
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Heather A. Himburg
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States
- Cancer Center, Medical College of Wisconsin, Milwaukee, WI, United States
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Transcriptomics of Wet Skin Biopsies Predict Early Radiation-Induced Hematological Damage in a Mouse Model. Genes (Basel) 2022; 13:genes13030538. [PMID: 35328091 PMCID: PMC8952434 DOI: 10.3390/genes13030538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 02/28/2022] [Accepted: 03/16/2022] [Indexed: 12/04/2022] Open
Abstract
The lack of an easy and fast radiation-exposure testing method with a dosimetric ability complicates triage and treatment in response to a nuclear detonation, radioactive material release, or clandestine exposure. The potential of transcriptomics in radiation diagnosis and prognosis were assessed here using wet skin (blood/skin) biopsies obtained at hour 2 and days 4, 7, 21, and 28 from a mouse radiation model. Analysis of significantly differentially transcribed genes (SDTG; p ≤ 0.05 and FC ≥ 2) during the first post-exposure week identified the glycoprotein 6 (GP-VI) signaling, the dendritic cell maturation, and the intrinsic prothrombin activation pathways as the top modulated pathways with stable inactivation after lethal exposures (20 Gy) and intermittent activation after sublethal (1, 3, 6 Gy) exposure time points (TPs). Interestingly, these pathways were inactivated in the late TPs after sublethal exposure in concordance with a delayed deleterious effect. Modulated transcription of a variety of collagen types, laminin, and peptidase genes underlay the modulated functions of these hematologically important pathways. Several other SDTGs related to platelet and leukocyte development and functions were identified. These results outlined genetic determinants that were crucial to clinically documented radiation-induced hematological and skin damage with potential countermeasure applications.
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Brickey WJ, Thompson MA, Sheng Z, Li Z, Owzar K, Ting JP. Re-Examination of the Exacerbating Effect of Inflammasome Components during Radiation Injury. Radiat Res 2022; 197:199-204. [PMID: 34855933 PMCID: PMC8982344 DOI: 10.1667/rade-21-00142.1] [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] [Received: 07/16/2021] [Accepted: 10/08/2021] [Indexed: 11/03/2022]
Abstract
Radiation can be applied for therapeutic benefit against cancer or may result in devastating harm due to accidental or intentional release of nuclear energy. In all cases, radiation exposure causes molecular and cellular damage, resulting in the production of inflammatory factors and danger signals. Several classes of innate immune receptors sense the released damage associated molecules and activate cellular response pathways, including the induction of inflammasome signaling that impacts IL-1β/IL-18 maturation and cell death. A previous report indicated inflammasomes aggravate acute radiation syndrome. In contrast, here we find that inflammasome components do not exacerbate gamma-radiation-induced injury by examining heterozygous and gene-deletion littermate controls in addition to wild-type mice. Absence of some inflammasome genes, such as caspase-1/11 and Nlrp3, enhance susceptibility of treated mice to acute radiation injury, indicating importance of the inflammasome pathway in radioprotection. Surprisingly, we discover that the survival outcome may be sex-dependent as more inflammasome-deficient male mice are susceptible to radiation-induced injury. We discuss parameters that may influence the role of inflammasomes as radioprotective or radioexacerbating factors in recovery from radiation injury including the use of littermate controls, the sex of the animals, differences in microbiota within the colonies and other experimental conditions. Under the conditions tested, inflammasome components do not exacerbate radiation injury, but rather provide protective benefit.
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Affiliation(s)
- W. June Brickey
- Department of Microbiology-Immunology, University of North Carolina at Chapel Hill, North Carolina, 27599, USA
| | - Michael A. Thompson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, 27599, USA
| | - Zhecheng Sheng
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina, 27705, USA
| | - Zhiguo Li
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina, 27705, USA
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, North Carolina, 27705, USA
| | - Kouros Owzar
- Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina, 27705, USA
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, North Carolina, 27705, USA
| | - Jenny P.Y. Ting
- Department of Microbiology-Immunology, University of North Carolina at Chapel Hill, North Carolina, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, 27599, USA
- Department of Genetics, University of North Carolina at Chapel Hill, North Carolina, 27599, USA
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Micewicz ED, Damoiseaux RD, Deng G, Gomez A, Iwamoto KS, Jung ME, Nguyen C, Norris AJ, Ratikan JA, Ruchala P, Sayre JW, Schaue D, Whitelegge JP, McBride WH. Classes of Drugs that Mitigate Radiation Syndromes. Front Pharmacol 2021; 12:666776. [PMID: 34084139 PMCID: PMC8167044 DOI: 10.3389/fphar.2021.666776] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 04/27/2021] [Indexed: 11/13/2022] Open
Abstract
We previously reported several vignettes on types and classes of drugs able to mitigate acute and, in at least one case, late radiation syndromes in mice. Most of these had emerged from high throughput screening (HTS) of bioactive and chemical drug libraries using ionizing radiation-induced lymphocytic apoptosis as a readout. Here we report the full analysis of the HTS screen of libraries with 85,000 small molecule chemicals that identified 220 "hits." Most of these hits could be allocated by maximal common substructure analysis to one of 11 clusters each containing at least three active compounds. Further screening validated 23 compounds as being most active; 15 of these were cherry-picked based on drug availability and tested for their ability to mitigate acute hematopoietic radiation syndrome (H-ARS) in mice. Of these, five bore a 4-nitrophenylsulfonamide motif while 4 had a quinoline scaffold. All but two of the 15 significantly (p < 0.05) mitigated H-ARS in mice. We had previously reported that the lead 4-(nitrophenylsulfonyl)-4-phenylpiperazine compound (NPSP512), was active in mitigating multiple acute and late radiation syndromes in mice of more than one sex and strain. Unfortunately, the formulation of this drug had to be changed for regulatory reasons and we report here on the synthesis and testing of active analogs of NPSP512 (QS1 and 52A1) that have increased solubility in water and in vivo bioavailability while retaining mitigator activity against H-ARS (p < 0.0001) and other radiation syndromes. The lead quinoline 057 was also active in multiple murine models of radiation damage. Taken together, HTS of a total of 150,000 bioactive or chemical substances, combined with maximal common substructure analysis has resulted in the discovery of diverse groups of compounds that can mitigate H-ARS and at least some of which can mitigate multiple radiation syndromes when given starting 24 h after exposure. We discuss what is known about how these agents might work, and the importance of formulation and bioavailability.
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Affiliation(s)
- Ewa D. Micewicz
- Department of Radiation Oncology, University of California at Los Angeles, Los Angeles, CA, United States
| | - Robert D. Damoiseaux
- California NanoSystems Institute, University of California at Los Angeles, Los Angeles, CA, United States
- Department of Molecular and Medical Pharmacology, University of California at Los Angeles, Los Angeles, CA, United States
- Department of Bioengineering, Henry Samueli School of Engineering, University of California at Los Angeles, Los Angeles, CA, United States
| | - Gang Deng
- Department of Chemistry and Biochemistry, University of California at Los Angeles, Los Angeles, CA, United States
| | - Adrian Gomez
- Pasarow Mass Spectrometry Laboratory, University of California at Los Angeles, Los Angeles, CA, United States
| | - Keisuke S. Iwamoto
- Department of Radiation Oncology, University of California at Los Angeles, Los Angeles, CA, United States
| | - Michael E. Jung
- Department of Chemistry and Biochemistry, University of California at Los Angeles, Los Angeles, CA, United States
| | - Christine Nguyen
- Department of Radiation Oncology, University of California at Los Angeles, Los Angeles, CA, United States
| | | | - Josephine A. Ratikan
- Department of Radiation Oncology, University of California at Los Angeles, Los Angeles, CA, United States
| | - Piotr Ruchala
- Pasarow Mass Spectrometry Laboratory, University of California at Los Angeles, Los Angeles, CA, United States
| | - James W. Sayre
- Department of Biostatistics and Radiology, Fielding School of Public Health, University of California at Los Angeles, Los Angeles, CA, United States
| | - Dörthe Schaue
- Department of Radiation Oncology, University of California at Los Angeles, Los Angeles, CA, United States
| | - Julian P. Whitelegge
- Pasarow Mass Spectrometry Laboratory, University of California at Los Angeles, Los Angeles, CA, United States
| | - William H. McBride
- Department of Radiation Oncology, University of California at Los Angeles, Los Angeles, CA, United States
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