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Draeger E, Roberts K, Decker RD, Bahar N, Wilson LD, Contessa J, Husain Z, Williams BB, Flood AB, Swartz HM, Carlson DJ. In Vivo Verification of Electron Paramagnetic Resonance Biodosimetry Using Patients Undergoing Radiation Therapy Treatment. Int J Radiat Oncol Biol Phys 2024; 119:292-301. [PMID: 38072322 DOI: 10.1016/j.ijrobp.2023.11.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/28/2023] [Accepted: 11/19/2023] [Indexed: 01/06/2024]
Abstract
PURPOSE Electron paramagnetic resonance (EPR) biodosimetry, used to triage large numbers of individuals incidentally exposed to unknown doses of ionizing radiation, is based on detecting a stable physical response in the body that is subject to quantifiable variation after exposure. In vivo measurement is essential to fully characterize the radiation response relevant to a living tooth measured in situ. The purpose of this study was to verify EPR spectroscopy in vivo by estimating the radiation dose received in participants' teeth. METHODS AND MATERIALS A continuous wave L-band spectrometer was used for EPR measurements. Participants included healthy volunteers and patients undergoing head and neck and total body irradiation treatments. Healthy volunteers completed 1 measurement each, and patients underwent measurement before starting treatment and between subsequent fractions. Optically stimulated luminescent dosimeters and diodes were used to determine the dose delivered to the teeth to validate EPR measurements. RESULTS Seventy measurements were acquired from 4 total body irradiation and 6 head and neck patients over 15 months. Patient data showed a linear increase of EPR signal with delivered dose across the dose range tested. A linear least-squares weighted fit of the data gave a statistically significant correlation between EPR signal and absorbed dose (P < .0001). The standard error of inverse prediction (SEIP), used to assess the usefulness of fits, was 1.92 Gy for the dose range most relevant for immediate triage (≤7 Gy). Correcting for natural background radiation based on patient age reduced the SEIP to 1.51 Gy. CONCLUSIONS This study demonstrated the feasibility of using spectroscopic measurements from radiation therapy patients to validate in vivo EPR biodosimetry. The data illustrated a statistically significant correlation between the magnitude of EPR signals and absorbed dose. The SEIP of 1.51 Gy, obtained under clinical conditions, indicates the potential value of this technique in response to large radiation events.
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Affiliation(s)
- Emily Draeger
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut.
| | - Kenneth Roberts
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut
| | - Roy D Decker
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut
| | - Nina Bahar
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut
| | - Lynn D Wilson
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut
| | - Joseph Contessa
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut
| | - Zain Husain
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut
| | - Benjamin B Williams
- Department of Radiology & EPR Center, Geisel Medical School at Dartmouth, Hanover, New Hampshire
| | - Ann Barry Flood
- Department of Radiology & EPR Center, Geisel Medical School at Dartmouth, Hanover, New Hampshire
| | - Harold M Swartz
- Department of Radiology & EPR Center, Geisel Medical School at Dartmouth, Hanover, New Hampshire
| | - David J Carlson
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, Connecticut.
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Ghimire L, Waller E. Electron Paramagnetic Resonance (EPR) Biodosimetry with Human Teeth: A Crucial Technique for Acute and Chronic Exposure Assessment. HEALTH PHYSICS 2024; 126:322-338. [PMID: 38526251 DOI: 10.1097/hp.0000000000001822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
ABSTRACT Radiation exposure is a primary concern in emergency response scenarios and long-term health assessments. Accurate quantification of radiation doses is critical for informed decision-making and patient care. This paper reviews the dose reconstruction technique using both X- and Q-bands, with tooth enamel as a reliable dosimeter. Tooth enamel, due to its exceptional resistance to alteration over time, offers a unique opportunity for assessing both acute and chronic radiation exposures. This review delves into the principles underlying enamel dosimetry, the mechanism of radiation interactions, and dose retention in tooth enamel. We explore state-of-the-art analytical methods, such as electron paramagnetic resonance (EPR) spectroscopy, that accurately estimate low and high doses in acute and chronic exposure. Furthermore, we discuss the applicability of tooth enamel dosimetry in various scenarios, ranging from historical radiological incidents to recent nuclear events or radiological incidents. The ability to reconstruct radiation doses from dental enamel provides a valuable tool for epidemiological studies, validating the assessment of health risks associated with chronic exposures and aiding in the early detection and management of acute radiation incidents. This paper underscores the significance of tooth enamel as an essential medium for radiation dose reconstruction and its broader implications for enhancing radiation protection, emergency response, and public health preparedness. Incorporating enamel EPR dosimetry into standard protocols has the potential to transform the field of radiation assessment, ensuring more accurate and timely evaluations of radiation exposure and its associated risks.
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Affiliation(s)
- Lekhnath Ghimire
- Department of Energy and Nuclear Engineering, Faculty of Engineering and Applied Science, Ontario Tech University, Oshawa, ON, L1G 0C5, Canada, or email at
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Park JI, Koo CU, Oh J, Kim IJ, Choi K, Ye SJ. Enhancing Precision in L-band Electron Paramagnetic Resonance Tooth Dosimetry: Incorporating Digital Image Processing and Radiation Therapy Plans for Geometric Correction. HEALTH PHYSICS 2024; 126:79-95. [PMID: 37948057 DOI: 10.1097/hp.0000000000001773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
ABSTRACT Following unforeseen exposure to radiation, quick dose determination is essential to prioritize potential patients that require immediate medical care. L-band electron paramagnetic resonance tooth dosimetry can be efficiently used for rapid triage as this poses no harm to the human incisor, although geometric variations among human teeth may hinder accurate dose estimation. Consequently, we propose a practical geometric correction method using a mobile phone camera. Donated human incisors were irradiated with calibrated 6-MV photon beam irradiation, and dose-response curves were developed by irradiation with a predetermined dose using custom-made poly(methyl methacrylate) slab phantoms. Three radiation treatment plans for incisors were selected and altered to suit the head phantom. The mean doses on tooth structures were calculated using a commercial treatment planning system, and the electron paramagnetic resonance signals of the incisors were measured. The enamel area was computed from camera-acquired tooth images. The relative standard uncertainty was rigorously estimated both with and without geometric correction. The effects on the electron paramagnetic resonance signal caused by axial and rotational movements of tooth samples were evaluated through finite element analysis. The mean absolute deviations of mean doses both with and without geometric correction showed marginal improvement. The average relative differences without and with geometric correction significantly decreased from 21.0% to 16.8% (p = 0.01). The geometric correction method shows potential in improving dose precision measurement with minimal delay. Furthermore, our findings demonstrated the viability of using treatment planning system doses in dose estimation for L-band electron paramagnetic resonance tooth dosimetry.
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Affiliation(s)
- Jong In Park
- Korea Research Institute of Standards and Science, 267 Gajeong-ro, Yuseong-gu, Daejeon 34113, Republic of Korea
| | - Chang Uk Koo
- Program in Biomedical Radiation Sciences, Department of Transdisciplinary Studies, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, 08826, Republic of Korea
| | - Jeonghun Oh
- Program in Biomedical Radiation Sciences, Department of Transdisciplinary Studies, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, 08826, Republic of Korea
| | - In Jung Kim
- Korea Research Institute of Standards and Science, 267 Gajeong-ro, Yuseong-gu, Daejeon 34113, Republic of Korea
| | - Kwon Choi
- Program in Biomedical Radiation Sciences, Department of Transdisciplinary Studies, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, 08826, Republic of Korea
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Choi K, Koo CU, Oh J, Kim J, Park JI, Kim SH, Lee JH, Kang DG, Ye SJ. Enhanced Dosimetric Accuracy Using Quality Factor Compensation Method for In Vivo Electron Paramagnetic Resonance Tooth Dosimetry. HEALTH PHYSICS 2023; 125:352-361. [PMID: 37565831 DOI: 10.1097/hp.0000000000001727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/12/2023]
Abstract
ABSTRACT We aim to develop a dose assessment method compensating for quality factors (Q factor) observed during in vivo EPR tooth dosimetry. A pseudo-in-vivo phantom made of tissue-equivalent material was equipped with one each of four extracted human central incisors. A range of Q factors was measured at tooth-depths of -2, 0, and 2 mm in the pseudo-in-vivo phantom. In addition, in vivo Q factors were measured from nine human volunteers. For the dose-response data, the above four sample teeth were irradiated at 0, 1, 2, 5, and 10 Gy, and the radiation-induced signals were measured at the same tooth-depths using an in vivo EPR tooth dosimetry system. To validate the method, the signals of two post-radiotherapy patients and three unirradiated volunteers were measured using the same system. The interquartile range of the Q factors measured in the pseudo-in-vivo phantom covered that observed from the human volunteers, which implied that the phantom represented the Q factor distribution of in vivo conditions. The dosimetric sensitivities and background signals were decreased as increasing the tooth-depth in the phantom due to the decrease in Q factors. By compensating for Q factors, the diverged dose-response data due to various Q factors were converged to improve the dosimetric accuracy in terms of the standard error of inverse prediction (SEIP). The Q factors of patient 1 and patient 2 were 98 and 64, respectively, while the three volunteers were 100, 92, and 99. The assessed doses of patient 1 and patient 2 were 2.73 and 12.53 Gy, respectively, while expecting 4.43 and 13.29 Gy, respectively. The assessed doses of the unirradiated volunteers were 0.53, 0.50, and - 0.22 Gy. We demonstrated that the suggested Q factor compensation could mitigate the uncertainty induced by the variation of Q factors.
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Affiliation(s)
- Kwon Choi
- Program in Biomedical Radiation Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Korea
| | - Chang Uk Koo
- Program in Biomedical Radiation Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Korea
| | - Jeonghun Oh
- Program in Biomedical Radiation Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Korea
| | - Jiwon Kim
- Department of Applied Bioengineering, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Korea
| | - Jong In Park
- Ionizing Radiation Metrology Group, Korea Research Institute of Standards and Science, Daejeon 34113, Korea
| | - Sung Hwan Kim
- Department of Radiation Oncology, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Suwon 16247, Korea
| | - Jong Hoon Lee
- Department of Radiation Oncology, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Suwon 16247, Korea
| | - Dae Gyu Kang
- Department of Radiation Oncology, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Suwon 16247, Korea
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Swartz HM, Flood AB. EPR biodosimetry: challenges and opportunities. RADIATION PROTECTION DOSIMETRY 2023; 199:1441-1449. [PMID: 37721062 DOI: 10.1093/rpd/ncad009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 10/27/2022] [Accepted: 01/10/2023] [Indexed: 09/19/2023]
Abstract
This paper briefly examines electron paramagnetic resonance (EPR) techniques to measure dose from exposure to external radiation, assessing their current status, potential future uses and the challenges impacting their progress. We conclude the uses and potential value of different EPR techniques depend on the number of victims and whether they characterize short- or long-term risks from exposure. For large populations, EPR biodosimetry based on in vivo measurements or using co-located inanimate objects offer the greatest promise for assessing acute, life-threatening risk and the magnitude and extent of such risk. To assess long-term risk, ex vivo EPR methods using concentrated enamel from exfoliated teeth are most impactful. For small groups, ex vivo EPR biodosimetry based on available samples of teeth, nails and/or bones are most useful. The most important challenges are common to all approaches: improve the technique's technical capabilities and advance recognition by planning groups of the relative strengths EPR techniques offer for each population size. The most useful applications are likely to be for triage and medical guidance in large events and for radiation epidemiology to evaluate long-term risks.
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Affiliation(s)
- Harold M Swartz
- Radiology Department, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
- Clin-EPR, LLC, Lyme, NH, USA
| | - Ann Barry Flood
- Radiology Department, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
- Clin-EPR, LLC, Lyme, NH, USA
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Uk Koo C, In Park J, Oh J, Choi K, Yoon J, Hirata H, Ye SJ. Frequency-fixed motion compensation system for in-vivo electron paramagnetic resonance tooth dosimetry. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2023; 353:107520. [PMID: 37459701 DOI: 10.1016/j.jmr.2023.107520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/16/2023] [Accepted: 07/03/2023] [Indexed: 08/15/2023]
Abstract
This article describes the design process for a motion compensation system that can suppress the spectral distortion caused by human motion and breathing during in-vivo electron paramagnetic resonance (EPR) spectroscopy on an intact incisor. The developed system consists of two elements: an electronically controlled tunable resonator and an automatic control circuit (ACC). The resonator can modify the resonant frequency and impedance by tuning and matching the voltage, while the ACC can generate a feedback signal using phase-sensitive detection (PSD). The signal is transferred into the resonator to maintain the critical coupling state. The tunable frequency range of the resonator was measured at over 10 MHz, offering approximately eight times the required range. The bandwidth of the resonator fluctuated in a negligible range (0.14% relative standard error) following the resonant frequency. With the feedback signal on, in-vivo EPR measurements were demonstrated to be a stable baseline with 35% higher signal-to-noise ratio (SNR). When one incisor sample was irradiated by an X-ray instrument, the EPR signal responses to the absorbed doses of 0-10 Gy exhibited high linearity (R2 = 0.994). In addition, the standard error of inverse prediction was estimated to be 0.35 Gy. The developed system achieved a discrimination ability of 2 Gy, which is required for triage in large-scale radiation accidents. Moreover, the compensation is fully automated, meaning that the system can be operated with simple training in an emergency.
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Affiliation(s)
- Chang Uk Koo
- Program in Biomedical Radiation Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Republic of Korea
| | - Jong In Park
- Ionizing Radiation Metrology Group, Korea Research Institute of Standards and Science, Daejeon 34113, Republic of Korea
| | - Jeonghun Oh
- Program in Biomedical Radiation Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Republic of Korea
| | - Kwon Choi
- Program in Biomedical Radiation Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Republic of Korea
| | - Joanne Yoon
- Program in Biomedical Radiation Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Republic of Korea
| | - Hiroshi Hirata
- Division of Bioengineering and Bioinformatics, Faculty of Information Science and Technology, Hokkaido University, Sapporo 060-0814, Japan
| | - Sung-Joon Ye
- Department of Applied Bioengineering, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Republic of Korea; Advanced Institute of Convergence Technology, Seoul Natioanl University, Suwon 16629, Republic of Korea; Biomedical Research Institute, Seoul Natioanl University Hospital, Seoul 03080, Republic of Korea.
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7
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Alghamdi H, Sanderson D, Carmichael L, Cresswell A, Martin L. The use of portable OSL and IRSL measurements of NaCl in low dose assessments following a radiological or nuclear emergency. Front Public Health 2022; 10:969829. [PMID: 36111193 PMCID: PMC9468860 DOI: 10.3389/fpubh.2022.969829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 07/25/2022] [Indexed: 01/25/2023] Open
Abstract
During recovery phases following a nuclear or radiological incident analyses of doses received by members of the public and responders are often required. Several methods have been investigated for use at different timescales after the incident, including assessments based on measurements of materials present at the time of the incident. Common salt has previously been shown to have potential for retrospective dosimetry in the mGy dose range using laboratory instrumentation. This preliminary study investigates the use of portable instruments, with unprepared commercially sourced salt, in dose ranges below 100 μGy. Responses from pulsed IRSL and portable OSL instruments were compared. For OSL measurements, detection limits of 7 μGy have been demonstrated, with detection limits of 30-340 μGy for the other instruments investigated. Dose responses in the 0-500 μGy range were determined for the most sensitive systems, which show a linear response over this dose range with a non-zero intercept representing doses received from environmental sources since manufacture of the salt. For use as a dosimeter, methods of removing or accounting for inherited signals will be required in this low dose range. The results demonstrate that salt has considerable potential for use in retrospective dosimetry below 100 μGy, and that measurements can be conducted with portable OSL instruments.
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Karim ET, Szalai V, Cumberland L, Myers AF, Takagi S, Frukhtbeyn SA, Pazos I, Chow LC. Electron Paramagnetic Resonance Characterization of Sodium- and Carbonate-Containing Hydroxyapatite Cement. Inorg Chem 2022; 61:13022-13033. [PMID: 35930806 PMCID: PMC9400659 DOI: 10.1021/acs.inorgchem.2c01177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Ionizing radiation-induced paramagnetic defects in calcified tissues like tooth enamel are indicators of irradiation dose. Hydroxyapatite (HA), the principal constituent in these materials, incorporates a variety of anions (CO32-, F-, Cl-, and SiO44-) and cations (Mn2+, Li+, Cu2+, Fe3+, Mg2+, and Na+) that directly or indirectly contribute to the formation of stable paramagnetic centers upon irradiation. Here, we used an underexploited synthesis method based on the ambient temperature setting reaction of a self-hardening calcium phosphate cement (CPC) to create carbonate-containing hydroxyapatite (CHA) and investigate its paramagnetic properties following γ-irradiation. Powder X-ray diffraction and IR spectroscopic characterization of the hardened CHA samples indicate the formation of pure B-type CHA cement. CHA samples exposed to γ-radiation doses ranging from 1 Gy to 150 kGy exhibited an electron paramagnetic resonance (EPR) signal from an orthorhombic CO2•- free radical. At γ-radiation doses from 30 to 150 kGy, a second signal emerged that is assigned to the CO3•- free radical. We observed that the formation of this second species is dose-dependent, which provided a means to extend the useful dynamic range of irradiated CHA to doses >30 kGy. These results indicate that CHA synthesized via a CPC cement is a promising substrate for EPR-based dosimetry. Further studies on the CHA cement are underway to determine the suitability of these materials for a range of biological and industrial dosimetry applications.
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Affiliation(s)
- Eaman T Karim
- American Dental Association Science and Research Institute, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Veronika Szalai
- Microsystems and Nanotechnology Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Lonnie Cumberland
- Radiation Physics Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Alline F Myers
- Center for Nanoscale Science and Technology, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Shozo Takagi
- American Dental Association Science and Research Institute, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Stanislav A Frukhtbeyn
- American Dental Association Science and Research Institute, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Ileana Pazos
- Radiation Physics Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Laurence C Chow
- American Dental Association Science and Research Institute, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
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Thermally assisted IRSL and VSL measurements of display glass from mobile phones for retrospective dosimetry. NUCLEAR ENGINEERING AND TECHNOLOGY 2022. [DOI: 10.1016/j.net.2021.07.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Lamkowski A, Combs SE, Abend M, Port M. Training of clinical triage of acute radiation casualties: a performance comparison of on-siteversus onlinetraining due to the covid-19 pandemic. JOURNAL OF RADIOLOGICAL PROTECTION : OFFICIAL JOURNAL OF THE SOCIETY FOR RADIOLOGICAL PROTECTION 2021; 41:S540-S560. [PMID: 34256358 DOI: 10.1088/1361-6498/ac13c2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 07/13/2021] [Indexed: 06/13/2023]
Abstract
A collection of powerful diagnostic tools have been developed under the umbrellas of NATO for ionising radiation dose assessment (BAT, WinFRAT) and estimate of acute health effects in humans (WinFRAT, H-Module). We assembled a database of 191 ARS cases using the medical treatment protocols for radiation accident victims (n= 167) and the system for evaluation and archiving of radiation accidents based on case histories (n= 24) for training purposes of medical personnel. From 2016 to 2019, we trained 39 participants comprising MSc level radiobiology students in an on-site teaching class. Enforced by the covid-19 pandemic in 2020 for the first time, an online teaching of nine MSc radiobiology students replaced the on-site teaching. We found that: (a) limitations of correct diagnostic decision-making based on clinical signs and symptoms were experienced unrelated to the teaching format. (b) A significant performance decrease concerning online (first number in parenthesis) versus on-site teaching (reference and second number in parenthesis) was seen regarding the estimate time (31 vs 61 cases per hour, two-fold decrease,p= 0.005). Also, the accurate assessment of response categories (89.9% vs 96.9%,p= 0.001), ARS (92.4% vs 96.7%,p= 0.002) and hospitalisation (93.5% vs 97.0%,p= 0.002) decreased by around 3%-7%. The performances of the online attendees were mainly distributed within the lower quartile performance of on-site participants and the 25%-75% interquartile range increased 3-7-fold. (c) Comparison of dose estimates performed by training participants with hematologic acute radiation syndrome (HARS) severity mirrored the known limitations of dose alone as a surrogate parameter for HARS severity at doses less than 1.5 Gy, but demonstrated correct determination of HARS 2-4 and support for clinical decision making at dose estimates >1.5 Gy, regardless of teaching format. (d) Overall, one-third of the online participants showed substantial misapprehension and insecurities of elementary course content that did not occur after the on-site teaching.
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Affiliation(s)
- Andreas Lamkowski
- Bundeswehr Institute of Radiobiology affiliated to the University Ulm, Neuherbergstrasse 11, Munich 80937, Germany
| | - Stephanie E Combs
- Department of Radiation Oncology, Technical University of Munich (TUM), Ismaninger Straße 22, 81675 Munich, Germany
- Institute of Radiation Medicine (IRM), Department of Radiation Sciences (DRS), Helmholtz Zentrum München (HMGU), Ingolstaedter Landstr. 1 85764 Neuherberg, Germany
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site, Munich, Germany
| | - Michael Abend
- Bundeswehr Institute of Radiobiology affiliated to the University Ulm, Neuherbergstrasse 11, Munich 80937, Germany
| | - Matthias Port
- Bundeswehr Institute of Radiobiology affiliated to the University Ulm, Neuherbergstrasse 11, Munich 80937, Germany
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Park JI, Choi K, Koo CU, Oh J, Hirata H, Swartz HM, Ye SJ. Dependence of Radiation-induced Signals on Geometry of Tooth Enamel Using a 1.15 GHz Electron Paramagnetic Resonance Spectrometer: Improvement of Dosimetric Accuracy. HEALTH PHYSICS 2021; 120:152-162. [PMID: 32701613 DOI: 10.1097/hp.0000000000001292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
ABSTRACT We aim to improve the accuracy of electron paramagnetic resonance (EPR)-based in vivo tooth dosimetry using the relationship between tooth geometry and radiation-induced signals (RIS). A homebuilt EPR spectrometer at L-band frequency of 1.15 GHz originally designed for non-invasive and in vivo measurements of intact teeth was used to measure the RIS of extracted human teeth. Twenty human central incisors were scanned by microCT and irradiated by 220 kVp x-rays. The RISs of the samples were measured by the EPR spectrometer as well as simulated by using the finite element analysis of the electromagnetic field. A linear relationship between simulated RISs and tooth geometric dimensions, such as enamel area, enamel volume, and labial enamel volume, was confirmed. The dose sensitivity was quantified as a slope of the calibration curve (i.e., RIS vs. dose) for each tooth sample. The linear regression of these dose sensitivities was established for each of three tooth geometric dimensions. Based on these findings, a method for the geometry correction was developed by use of expected dose sensitivity of a certain tooth for one of the tooth geometric dimensions. Using upper incisors, the mean absolute deviation (MAD) without correction was 1.48 Gy from an estimated dose of 10 Gy; however, the MAD corrected by enamel area, volume, and labial volume was reduced to 1.04 Gy, 0.77 Gy, and 0.83 Gy, respectively. In general, the method corrected by enamel volume showed the best accuracy in this study. This homebuilt EPR spectrometer for the purpose of non-invasive and in vivo tooth dosimetry was successfully tested for achieving measurements in situ. We demonstrated that the developed correction method could reduce dosimetric uncertainties resulting from the variations in tooth geometric dimensions.
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Affiliation(s)
| | | | | | - Jeonghun Oh
- Program in Biomedical Radiation Sciences, Department of Transdisciplinary Studies, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, 08826, Republic of Korea
| | - Hiroshi Hirata
- Division of Bioengineering and Bioinformatics, Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-0814, Japan
| | - Harold M Swartz
- Geisel School of Medicine, HB 7785 Dartmouth College, Hanover, NH 03755
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Machine learning for determination of the native background EPR signal amplitude in the teeth enamel. RADIAT MEAS 2020. [DOI: 10.1016/j.radmeas.2020.106435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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13
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Wahib NB, Abdul Sani SF, Ramli A, Ismail SS, Abdul Jabar MH, Khandaker MU, Daar E, Almugren KS, Alkallas FH, Bradley DA. Natural dead sea salt and retrospective dosimetry. RADIATION AND ENVIRONMENTAL BIOPHYSICS 2020; 59:523-537. [PMID: 32462382 DOI: 10.1007/s00411-020-00846-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 04/29/2020] [Indexed: 06/11/2023]
Abstract
Accidents resulting in widespread dispersal of radioactive materials have given rise to a need for materials that are convenient in allowing individual dose assessment. The present study examines natural Dead Sea salt adopted as a model thermoluminescence dosimetry system. Samples were prepared in two different forms, loose-raw and loose-ground, subsequently exposed to 60Co gamma-rays, delivering doses in the range 2-10 Gy. Key thermoluminescence (TL) properties were examined, including glow curves, dose response, sensitivity, reproducibility and fading. Glow curves shapes were found to be independent of given dose, prominent TL peaks for the raw and ground samples appearing in the temperature ranges 361-385 ºC and 366-401 ºC, respectively. The deconvolution of glow curves has been undertaken using GlowFit, resulting in ten overlapping first-order kinetic glow peaks. For both sample forms, the integrated TL yield displays linearity of response with dose, the loose-raw salt showing some 2.5 × the sensitivity of the ground salt. The samples showed similar degrees of fading, with respective residual signals 28 days post-irradiation of 66% and 62% for the ground and raw forms respectively; conversely, confronted by light-induced fading the respective signal losses were 62% and 80%. The effective atomic number of the Dead Sea salt of 16.3 is comparable to that of TLD-200 (Zeff 16.3), suitable as an environmental radiation monitor in accident situations but requiring careful calibration in the reconstruction of soft tissue dose (soft tissue Zeff 7.2). Sample luminescence studies were carried out via Raman and Photoluminescence spectroscopy as well as X-ray diffraction, ionizing radiation dependent variation in lattice structure being found to influence TL response.
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Affiliation(s)
- Norfadira Binti Wahib
- Department of Physics, University of Malaya, 50603, Kuala Lumpur, Malaysia
- Centre for Biomedical Physics, School of Healthcare and Medical Sciences, Sunway University, 47500, Bandar Sunway, Selangor, Malaysia
| | - S F Abdul Sani
- Department of Physics, University of Malaya, 50603, Kuala Lumpur, Malaysia.
| | - Ain Ramli
- Department of Physics, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - S S Ismail
- Department of Physics, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | | | - M U Khandaker
- Department of Physics, University of Malaya, 50603, Kuala Lumpur, Malaysia
- Centre for Biomedical Physics, School of Healthcare and Medical Sciences, Sunway University, 47500, Bandar Sunway, Selangor, Malaysia
| | - E Daar
- Department of Physics, The University of Jordan, Amman, 11942, Jordan
| | - K S Almugren
- Department of Physics, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia
| | - F H Alkallas
- Department of Physics, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia
| | - D A Bradley
- Centre for Biomedical Physics, School of Healthcare and Medical Sciences, Sunway University, 47500, Bandar Sunway, Selangor, Malaysia
- Department of Physics, University of Surrey, Guildford, Surrey, GU2 7XH, UK
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14
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Kobayashi K, Dong R, Nicolalde RJ, Calderon P, Du G, Williams BB, Lee MCI, Swartz HM, Flood AB. Development of a novel mouth model as an alternative tool to test the effectiveness of an in vivo EPR dosimetry system. Phys Med Biol 2018; 63:165002. [PMID: 30033935 DOI: 10.1088/1361-6560/aad518] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
In a large-scale radiation event, thousands may be exposed to unknown amounts of radiation, some of which may be life-threatening without immediate attention. In such situations, a method to quickly and reliably estimate dose would help medical responders triage victims to receive life-saving care. We developed such a method using electron paramagnetic resonance (EPR) to make in vivo measurements of the maxillary incisors. This report provides evidence that the use of in vitro studies can provide data that are fully representative of the measurements made in vivo. This is necessary because, in order to systematically test and improve the reliability and accuracy of the dose estimates made with our EPR dosimetry system, it is important to conduct controlled studies in vitro using irradiated human teeth. Therefore, it is imperative to validate whether our in vitro models adequately simulate the measurements made in vivo, which are intended to help guide decisions on triage after a radiation event. Using a healthy volunteer with a dentition gap that allows using a partial denture, human teeth were serially irradiated in vitro and then, using a partial denture, placed in the volunteer's mouth for measurements. We compared dose estimates made using in vivo measurements made in the volunteer's mouth to measurements made on the same teeth in our complex mouth model that simulates electromagnetic and anatomic properties of the mouth. Our results demonstrate that this mouth model can be used in in vitro studies to develop the system because these measurements appropriately model in vivo conditions.
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Affiliation(s)
- Kyo Kobayashi
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, HB 7785, Williamson Translational Research Bldg, Lebanon, NH, United States of America
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15
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Swarts SG, Sidabras JW, Grinberg O, Tipikin DS, Kmiec M, Petryakov S, Schreiber W, Wood VA, Williams BB, Flood AB, Swartz HM. Developments in Biodosimetry Methods for Triage With a Focus on X-band Electron Paramagnetic Resonance In Vivo Fingernail Dosimetry. HEALTH PHYSICS 2018; 115:140-150. [PMID: 29787440 PMCID: PMC5967651 DOI: 10.1097/hp.0000000000000874] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Instrumentation and application methodologies for rapidly and accurately estimating individual ionizing radiation dose are needed for on-site triage in a radiological/nuclear event. One such methodology is an in vivo X-band, electron paramagnetic resonance, physically based dosimetry method to directly measure the radiation-induced signal in fingernails. The primary components under development are key instrument features, such as resonators with unique geometries that allow for large sampling volumes but limit radiation-induced signal measurements to the nail plate, and methodological approaches for addressing interfering signals in the nail and for calibrating dose from radiation-induced signal measurements. One resonator development highlighted here is a surface resonator array designed to reduce signal detection losses due to the soft tissues underlying the nail plate. Several surface resonator array geometries, along with ergonomic features to stabilize fingernail placement, have been tested in tissue-equivalent nail models and in vivo nail measurements of healthy volunteers using simulated radiation-induced signals in their fingernails. These studies demonstrated radiation-induced signal detection sensitivities and quantitation limits approaching the clinically relevant range of ≤ 10 Gy. Studies of the capabilities of the current instrument suggest that a reduction in the variability in radiation-induced signal measurements can be obtained with refinements to the surface resonator array and ergonomic features of the human interface to the instrument. Additional studies are required before the quantitative limits of the assay can be determined for triage decisions in a field application of dosimetry. These include expanded in vivo nail studies and associated ex vivo nail studies to provide informed approaches to accommodate for a potential interfering native signal in the nails when calculating the radiation-induced signal from the nail plate spectral measurements and to provide a method for calibrating dose estimates from the radiation-induced signal measurements based on quantifying experiments in patients undergoing total-body irradiation or total-skin electron therapy.
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Affiliation(s)
- Steven G. Swarts
- Department of Radiation Oncology, University of Florida, Gainesville, Florida 32618
| | - Jason W. Sidabras
- Max Planck for Chemical Energy Conversion, Biophysical Chemistry, Mülheim, Germany
| | - Oleg Grinberg
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, 03755
| | | | - Maciej Kmiec
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, 03755
| | - Sergey Petryakov
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, 03755
| | - Wilson Schreiber
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, 03755
| | - Victoria A. Wood
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, 03755
| | | | - Ann Barry Flood
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, 03755
| | - Harold M. Swartz
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, 03755
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16
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Umakoshi M, Yamaguchi I, Hirata H, Kunugita N, Williams BB, Swartz HM, Miyake M. In Vivo Electron Paramagnetic Resonance Tooth Dosimetry: Dependence of Radiation-Induced Signal Amplitude on the Enamel Thickness and Surface Area of Ex Vivo Human Teeth. HEALTH PHYSICS 2017; 113:262-270. [PMID: 28796750 DOI: 10.1097/hp.0000000000000698] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
In vivo L-band electron paramagnetic resonance tooth dosimetry is a newly developed and very promising method for retrospective biodosimetry in individuals who may have been exposed to significant levels of ionizing radiation. The present study aimed to determine the relationships among enamel thickness, enamel area, and measured electron paramagnetic resonance signal amplitude with a view to improve the quantitative accuracy of the dosimetry technique. Ten isolated incisors were irradiated using well-characterized doses, and their radiation-induced electron paramagnetic resonance signals were measured. Following the measurements, the enamel thickness and area of each tooth were measured using micro-focus computed tomography. Linear regression showed that the enamel area at each measurement position significantly affected the radiation-induced electron paramagnetic resonance signal amplitude (p < 0.001). Simulation data agreed well with this result. These results indicate that it is essential to properly consider enamel thickness and area when interpreting electron paramagnetic resonance tooth dosimetry measurements to optimize the accuracy of dose estimation.
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Affiliation(s)
- Michitaka Umakoshi
- *Department of Oral and Maxillofacial Surgery, Faculty of Medicine, Kagawa University, Kagawa,761-0793, Japan; †Department of Environmental Health, National Institute of Public Health, Wako, 351-0197, Japan; ‡Division of Bioengineering and Bioinformatics, Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-0814, Japan; §EPR Center for the Study of Viable Systems, Department of Radiology, The Geisel School of Medicine at Dartmouth, Lebanon, NH 03766
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17
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Miyake M, Nakai Y, Yamaguchi I, Hirata H, Kunugita N, Williams BB, Swartz HM. IN-VIVO RADIATION DOSIMETRY USING PORTABLE L BAND EPR: ON-SITE MEASUREMENT OF VOLUNTEERS IN FUKUSHIMA PREFECTURE, JAPAN. RADIATION PROTECTION DOSIMETRY 2016; 172:248-253. [PMID: 27522046 PMCID: PMC5225973 DOI: 10.1093/rpd/ncw214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
The aim of this study was to make direct measurements of the possible radiation-induced EPR signals in the teeth of volunteers who were residents in Fukushima within 80 km distance from the Fukushima Nuclear Power plant at the time of the disaster, and continued to live there for at least 3 month after the disaster. Thirty four volunteers were enrolled in this study. These measurements were made using a portable L-band EPR spectrometer, which was originally developed in the EPR Center at Dartmouth. All measurements were performed using surface loop resonators that have been specifically designed for the upper incisor teeth. Potentially these signals include not only radiation-induced signals induced by the incident but also background signals including those from prior radiation exposure from the environment and medical exposure. We demonstrated that it is feasible to transport the dosimeter to the measurement site and make valid measurements. The intensity of the signals that were obtained was not significantly above those seen in volunteers who had not had potential radiation exposures at Fukushima.
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Affiliation(s)
- Minoru Miyake
- Department of Oral and Maxillofacial Surgery, Faculty of Medicine, Kagawa University, 750-1 Ikenobe, Miki-cho, Kita-gun , Kagawa Prefecture 761-0793, Japan
| | - Yasuhiro Nakai
- Department of Oral and Maxillofacial Surgery, Faculty of Medicine, Kagawa University, 750-1 Ikenobe, Miki-cho, Kita-gun , Kagawa Prefecture 761-0793, Japan
| | - Ichiro Yamaguchi
- Department of Environmental Health, NIPH (National Institute of Public Health ), 2-3-6 Minami, Wako-shi , Saitama 351-0197, Japan
| | - Hiroshi Hirata
- EPR group in the Division of Bioengineering and Bioinformatics, Hokkaido University, Kita 14, Nishi 9, Kita-ku, Sapporo, Hokkaido 060-0814, Japan
| | - Naoki Kunugita
- Department of Environmental Health, NIPH (National Institute of Public Health ), 2-3-6 Minami, Wako-shi , Saitama 351-0197, Japan
| | - Benjamin B Williams
- Dartmouth EPR Center, Department of Radiology, The Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Harold M Swartz
- Dartmouth EPR Center, Department of Radiology, The Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
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18
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Swartz HM. Using Stable Free Radicals to Obtain Unique and Clinically Useful Data In Vivo in Human Subjects. RADIATION PROTECTION DOSIMETRY 2016; 172:3-15. [PMID: 27886997 PMCID: PMC6061194 DOI: 10.1093/rpd/ncw323] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/30/2016] [Indexed: 06/06/2023]
Abstract
This paper attempts to: (1) provide a critical overview of the challenges and opportunities to extend electron paramagnetic resonance (EPR) into practical applications in human subjects, based on EPR measurements made in vivo; (2) summarize the clinical applications of EPR for improving treatments in cancer, wound healing and diabetic care, emphasizing EPR's unique capability to measure tissue oxygen repeatedly and with particular sensitivity to hypoxia and (3) summarize the capabilities of in vivo EPR to measure radiation dose for triage and medical guidance after a large-scale radiation exposure. The conclusion is that while still at a relatively early stage of its development and availability, clinical applications of EPR already have demonstrated significant value and the field is likely to grow in both the extent of its applications and its impact on significant problems.
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Affiliation(s)
- Harold M Swartz
- EPR Center for the Study of Viable Systems at Dartmouth, Department of Radiology, Geisel School of Medicine at Dartmouth, HB 7785 One Medical Center Drive, Lebanon, NH 03756, USA
- Division of Radiation Oncology, Department of Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
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19
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Kobayashi K, Dong R, Nicolalde RJ, Williams BB, Du G, Swartz HM, Flood AB. Evolution and Optimization of Tooth Models for Testing In Vivo EPR Tooth Dosimetry. RADIATION PROTECTION DOSIMETRY 2016; 172:152-160. [PMID: 27555657 PMCID: PMC5225979 DOI: 10.1093/rpd/ncw215] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Testing and verification are an integral part of any cycle to design, manufacture and improve a novel device intended for use in humans. In the case of testing Dartmouth's electron paramagnetic resonance (EPR) in vivo tooth dosimetry device, in vitro studies are needed throughout its development to test its performance, i.e. to verify its current capability for assessing dose in individuals potentially exposed to ionizing radiation. Since the EPR device uses the enamel of human teeth to assess dose, models that include human teeth have been an integral mechanism to carry out in vitro studies during development and testing its ability to meet performance standards for its ultimate intended in vivo use. As the instrument improves over time, new demands for in vitro studies change as well. This paper describes the tooth models used to perform in vitro studies and their evolution to meet the changing demands for testing in vivo EPR tooth dosimetry.
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Affiliation(s)
- Kyo Kobayashi
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, HB 7785, Williamson Translational Research Bldg. Lebanon, NH, USA
| | - Ruhong Dong
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, HB 7785, Williamson Translational Research Bldg. Lebanon, NH, USA
| | | | - Benjamin B Williams
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, HB 7785, Williamson Translational Research Bldg. Lebanon, NH, USA
- Division of Radiation Oncology, Department of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Gaixin Du
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, HB 7785, Williamson Translational Research Bldg. Lebanon, NH, USA
| | - Harold M Swartz
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, HB 7785, Williamson Translational Research Bldg. Lebanon, NH, USA
- Division of Radiation Oncology, Department of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Ann Barry Flood
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, HB 7785, Williamson Translational Research Bldg. Lebanon, NH, USA
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20
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Guo J, Zou J, Dong G, Ma L, Cong J, Fan K, Yang G, Wu K. The Application and Distribution of Magnetic Field Modulation in the Detection Apertures of X-band EPR Cavities for In Vivo Tooth Dosimetry. RADIATION PROTECTION DOSIMETRY 2016; 172:103-111. [PMID: 27473705 PMCID: PMC5225977 DOI: 10.1093/rpd/ncw173] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In vivo electron paramagnetic resonance tooth dosimetry could be a practical and ideal tool for quick mass triage of victims in the rescue following a disaster event involving irradiation radiation. Magnetic field modulation is an important issue to improve the sensitivity of X-band in vivo tooth dosimetry. We designed a couple of trapezoidal modulation coil sets fixed on the magnet poles that could be used to apply sufficient magnet field modulation into the detection aperture of the resonant cavity. Measurements of irradiated teeth with such coil sets demonstrated significant radiation-induced signals. The modulation generation efficiencies and magnetic field distributions in apertures with different cavity geometries were analytically calculated, simulated by a finite element method and evaluated by measurements of a free radical point sample to study the influences caused by the geometries of the apertures and other factors.
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Affiliation(s)
- Junwang Guo
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
| | - Jierui Zou
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
| | - Guofu Dong
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
| | - Lei Ma
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
| | - Jianbo Cong
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
| | - Kai Fan
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
| | - Guoshan Yang
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
| | - Ke Wu
- Beijing Key Laboratory of Radiation Biology (No. BZ0325), Beijing Institute of Radiation Medicine, No. 27 Tai Ping Road, Beijing, China
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21
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Gallez B. Contribution of Harold M. Swartz to In Vivo EPR and EPR Dosimetry. RADIATION PROTECTION DOSIMETRY 2016; 172:16-37. [PMID: 27421469 DOI: 10.1093/rpd/ncw157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In 2015, we are celebrating half a century of research in the application of Electron Paramagnetic Resonance (EPR) as a biodosimetry tool to evaluate the dose received by irradiated people. During the EPR Biodose 2015 meeting, a special session was organized to acknowledge the pioneering contribution of Harold M. (Hal) Swartz in the field. The article summarizes his main contribution in physiology and medicine. Four emerging themes have been pursued continuously along his career since its beginning: (1) radiation biology; (2) oxygen and oxidation; (3) measuring physiology in vivo; and (4) application of these measurements in clinical medicine. The common feature among all these different subjects has been the use of magnetic resonance techniques, especially EPR. In this article, you will find an impressionist portrait of Hal Swartz with the description of the 'making of' this pioneer, a time-line perspective on his career with the creation of three National Institutes of Health-funded EPR centers, a topic-oriented perspective on his career with a description of his major contributions to Science, his role as a mentor and his influence on his academic children, his active role as founder of scientific societies and organizer of scientific meetings, and the well-deserved international recognition received so far.
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Affiliation(s)
- Bernard Gallez
- Université Catholique de Louvain, Louvain Drug Research Institute, Biomedical Magnetic Resonance Research Group, Avenue Mounier 73.08, B-1200, Brussels, Belgium
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22
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Desmet CM, Levêque P, Gallez B. Factors Affecting the Quality of Tooth Enamel for In Vivo EPR-Based Retrospective Biodosimetry. RADIATION PROTECTION DOSIMETRY 2016; 172:96-102. [PMID: 27473693 PMCID: PMC5225974 DOI: 10.1093/rpd/ncw212] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In vivo electron paramagnetic resonance biodosimetry on tooth enamel is likely to be an important technology for triage of overexposed individuals after a major radiological incident. The accuracy and robustness of the technique relies on various properties of the enamel such as the geometry of the tooth, the presence of restorations, whitening treatments or exposition to sunlight. Those factors are reviewed, and their influence on dosimetry specifically for triage purposes is discussed.
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Affiliation(s)
- Céline M Desmet
- Biomedical Magnetic Resonance Research Group, Louvain Drug Research Institute, Université Catholique de Louvain, Avenue Mounier 73 - B1.73.08, B-1200 Brussels, Belgium
| | - Philippe Levêque
- Biomedical Magnetic Resonance Research Group, Louvain Drug Research Institute, Université Catholique de Louvain, Avenue Mounier 73 - B1.73.08, B-1200 Brussels, Belgium
| | - Bernard Gallez
- Biomedical Magnetic Resonance Research Group, Louvain Drug Research Institute, Université Catholique de Louvain, Avenue Mounier 73 - B1.73.08, B-1200 Brussels, Belgium
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23
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Williams BB, Flood AB, Demidenko E, Swartz HM. ROC Analysis for Evaluation of Radiation Biodosimetry Technologies. RADIATION PROTECTION DOSIMETRY 2016; 172:145-151. [PMID: 27412513 PMCID: PMC5225982 DOI: 10.1093/rpd/ncw168] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Receiver operating characteristic (ROC) analysis is a fundamental tool used for the evaluation and comparison of diagnostic systems that provides estimates of the combinations of sensitivity and specificity that can be achieved with a given technique. Along with critical considerations of practical limitations, such as throughput and time to availability of results, ROC analyses can be applied to provide meaningful assessments and comparisons of available biodosimetry methods. Accordingly, guidance from the Food and Drug Administration to evaluate biodosimetry devices recommends using ROC analysis. However, the existing literature for the numerous biodosimetry methods that have been developed to address the needs for triage either do not contain ROC analyses or present ROC analyses where the dose distributions of the study samples are not representative of the populations to be screened. The use of non-representative sample populations can result in a significant spectrum bias, where estimated performance metrics do not accurately characterize the true performance under real-world conditions. Particularly, in scenarios where a large group of people is screened because they were potentially exposed in a large-scale radiation event, directly measured population data do not exist. However, a number of complex simulations have been performed and reported in the literature that provide estimates of the required dose distributions. Based on these simulations and reported data about the output and uncertainties of biodosimetry assays, we illustrate how ROC curves can be generated that incorporate a realistic representative sample. A technique to generate ROC curves for biodosimetry data is presented along with representative ROC curves, summary statistics and discussion based on published data for triage-ready electron paramagnetic resonance in vivo tooth dosimetry, the dicentric chromosome assay and quantitative polymerase chain reaction assay. We argue that this methodology should be adopted generally to evaluate the performance of radiation biodosimetry screening assays so that they can be compared in the context of their intended use.
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Affiliation(s)
- Benjamin B Williams
- Department of Medicine, Section of Radiation Oncology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Ann Barry Flood
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Eugene Demidenko
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Harold M Swartz
- Department of Medicine, Section of Radiation Oncology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
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24
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Schreiber W, Petryakov SV, Kmiec MM, Feldman MA, Meaney PM, Wood VA, Boyle HK, Flood AB, Williams BB, Swartz HM. FLEXIBLE, WIRELESS, INDUCTIVELY COUPLED SURFACE COIL RESONATOR FOR EPR TOOTH DOSIMETRY. RADIATION PROTECTION DOSIMETRY 2016; 172:87-95. [PMID: 27421470 PMCID: PMC6287419 DOI: 10.1093/rpd/ncw153] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Managing radiation injuries following a catastrophic event where large numbers of people may have been exposed to life-threatening doses of ionizing radiation relies on the availability of biodosimetry to assess whether individuals need to be triaged for care. Electron Paramagnetic Resonance (EPR) tooth dosimetry is a viable method to accurately estimate the amount of ionizing radiation to which an individual has been exposed. In the intended measurement conditions and scenario, it is essential that the measurement process be fast, straightforward and provides meaningful and accurate dose estimations for individuals in the expected measurement conditions. The sensing component of a conventional L-band EPR spectrometer used for tooth dosimetry typically consists of a surface coil resonator that is rigidly, physically attached to the coupler. This design can result in cumbersome operation, limitations in teeth geometries that may be measured and hinder the overall utility of the dosimeter. A novel surface coil resonator has been developed for the currently existing L-band (1.15 GHz) EPR tooth dosimeter for the intended use as a point of care device by minimally trained operators. This resonator development provides further utility to the dosimeter, and increases the usability of the dosimeter by non-expert operators in the intended use scenario.
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Affiliation(s)
- Wilson Schreiber
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Sergey V Petryakov
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Maciej M Kmiec
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Matthew A Feldman
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Paul M Meaney
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
- Thayer School of Engineering at Dartmouth, Hanover, NH 03755, USA
| | - Victoria A Wood
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Holly K Boyle
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Ann Barry Flood
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Benjamin B Williams
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Harold M Swartz
- Department of Radiology, EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
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25
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Grinberg O, Sidabras JW, Tipikin DS, Krymov V, Mariani M, Feldman MM, Kmiec MM, Petryakov SV, Brugger S, Carr B, Schreiber W, Swarts SG, Swartz HM. Dielectric-Backed Aperture Resonators for X-Band in vivo EPR Nail Dosimetry. RADIATION PROTECTION DOSIMETRY 2016; 172:121-126. [PMID: 27412507 PMCID: PMC5225980 DOI: 10.1093/rpd/ncw163] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
A new resonator for X-band in vivo EPR nail dosimetry, the dielectric-backed aperture resonator (DAR), is developed based on rectangular TE102 geometry. This novel geometry for surface spectroscopy improves at least a factor of 20 compared to a traditional non-backed aperture resonator. Such an increase in EPR sensitivity is achieved by using a non-resonant dielectric slab, placed on the aperture inside the cavity. The dielectric slab provides an increased magnetic field at the aperture and sample, while minimizing sensitive aperture resonance conditions. This work also introduces a DAR semi-spherical (SS)-TE011 geometry. The SS-TE011 geometry is attractive due to having twice the incident magnetic field at the aperture for a fixed input power. It has been shown that DAR provides sufficient sensitivity to make biologically relevant measurements both in vitro and in vivo Although in vivo tests have shown some effects of physiological motions that suggest the necessity of a more robust finger holder, equivalent dosimetry sensitivity of approximately 1.4 Gy has been demonstrated.
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Affiliation(s)
- Oleg Grinberg
- Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Jason W Sidabras
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI 53211, USA
| | | | - Vladimir Krymov
- Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Michael Mariani
- Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | | | - Maciej M Kmiec
- Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | | | - Spencer Brugger
- Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Brandon Carr
- Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | | | - Steven G Swarts
- Department of Radiation Oncology, University of Florida, Gainesville, FL 32610, USA
| | - Harold M Swartz
- Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
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26
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Yamaguchi I, Sato H, Kawamura H, Hamano T, Yoshii H, Suda M, Miyake M, Kunugita N. L Band EPR Tooth Dosimetry for Heavy Ion Irradiation. RADIATION PROTECTION DOSIMETRY 2016; 172:81-86. [PMID: 27542817 PMCID: PMC5225981 DOI: 10.1093/rpd/ncw236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Electron Paramagnetic Resonance (EPR) tooth dosimetry is being developed as a device to rapidly assess large populations that were potentially exposed to radiation during a major radiation accident or terrorist event. While most exposures are likely to be due to fallout and therefore involve low linear energy transfer (LET) radiation, there is also a potential for exposures to high LET radiation, for which the effect on teeth has been less well characterized by EPR. Therefore, the aim of this paper is to acquire fundamental response curves for high LET radiation in tooth dosimetry using L band EPR. For this purpose, we exposed human teeth to high energy carbon ions using the heavy ion medical accelerator in Chiba at the National Institute of Radiological Sciences. The primary findings were that EPR signals for carbon ion irradiation were about one-tenth the amplitude of the response to the same dose of 150 kVp X-rays.
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Affiliation(s)
- Ichiro Yamaguchi
- Department of Environmental Health, National Institute of Public Health, 2-3-6, Minami, Wako, Saitama 351-0197, Japan
| | - Hitoshi Sato
- Department of Radiological Sciences, School of Health Sciences, Ibaraki Prefectural University, Ami, Ami-machi, Inashiki-gun, Ibaraki 300-0394, Japan
| | - Hiraku Kawamura
- Department of Radiological Sciences, School of Health Sciences, Ibaraki Prefectural University, Ami, Ami-machi, Inashiki-gun, Ibaraki 300-0394, Japan
| | - Tsuyoshi Hamano
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, 4-9-1 Anagawa, Inage, Chiba, Chiba 263-8555, Japan
| | - Hiroshi Yoshii
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, 4-9-1 Anagawa, Inage, Chiba, Chiba 263-8555, Japan
| | - Mitsuru Suda
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, 4-9-1 Anagawa, Inage, Chiba, Chiba 263-8555, Japan
| | - Minoru Miyake
- Oral and Maxillofacial Surgery, Faculty of Medicine, Kagawa University, 1750-1 Ikenobe, Miki-cho, Kita-gun, Kagawa Prefecture, 761-0793, Japan
| | - Naoki Kunugita
- Department of Environmental Health, National Institute of Public Health, 2-3-6, Minami, Wako, Saitama 351-0197, Japan
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27
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Flood AB, Williams BB, Schreiber W, Du G, Wood VA, Kmiec MM, Petryakov SV, Demidenko E, Swartz HM. Advances in in vivo EPR Tooth BIOdosimetry: Meeting the targets for initial triage following a large-scale radiation event. RADIATION PROTECTION DOSIMETRY 2016; 172:72-80. [PMID: 27421468 PMCID: PMC5225975 DOI: 10.1093/rpd/ncw165] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Several important recent advances in the development and evolution of in vivo Tooth Biodosimetry using Electron Paramagnetic Resonance (EPR) allow its performance to meet or exceed the U.S. targeted requirements for accuracy and ease of operation and throughput in a large-scale radiation event. Ergonomically based changes to the magnet, coupled with the development of rotation of the magnet and advanced software to automate collection of data, have made it easier and faster to make a measurement. From start to finish, measurements require a total elapsed time of 5 min, with data acquisition taking place in less than 3 min. At the same time, the accuracy of the data for triage of large populations has improved, as indicated using the metrics of sensitivity, specificity and area under the ROC curve. Applying these standards to the intended population, EPR in vivo Tooth Biodosimetry has approximately the same diagnostic accuracy as the purported 'gold standard' (dicentric chromosome assay). Other improvements include miniaturisation of the spectrometer, leading to the creation of a significantly lighter and more compact prototype that is suitable for transporting for Point of Care (POC) operation and that can be operated off a single standard power outlet. Additional advancements in the resonator, including use of a disposable sensing loop attached to the incisor tooth, have resulted in a biodosimetry method where measurements can be made quickly with a simple 5-step workflow and by people needing only a few minutes of training (which can be built into the instrument as a training video). In sum, recent advancements allow this prototype to meet or exceed the US Federal Government's recommended targets for POC biodosimetry in large-scale events.
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Affiliation(s)
- Ann Barry Flood
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Benjamin B Williams
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Division of Radiation Oncology, Dept. of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Wilson Schreiber
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Gaixin Du
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Victoria A Wood
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Maciej M Kmiec
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Sergey V Petryakov
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Eugene Demidenko
- Dept. of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH
| | - Harold M Swartz
- EPR Center for the Study of Viable Systems at Dartmouth, Radiology Dept., Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Division of Radiation Oncology, Dept. of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
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28
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Ivannikov AI, Khailov AM, Orlenko SP, Skvortsov VG, Stepanenko VF, Zhumadilov KS, Williams BB, Flood AB, Swartz HM. Determination of the Average Native Background and the Light-Induced EPR Signals and their Variation in the Teeth Enamel Based on Large-Scale Survey of the Population. RADIATION PROTECTION DOSIMETRY 2016; 172:265-274. [PMID: 27412516 PMCID: PMC5225970 DOI: 10.1093/rpd/ncw150] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The aim of the study is to determine the average intensity and variation of the native background signal amplitude (NSA) and of the solar light-induced signal amplitude (LSA) in electron paramagnetic resonance (EPR) spectra of tooth enamel for different kinds of teeth and different groups of people. These values are necessary for determination of the intensity of the radiation-induced signal amplitude (RSA) by subtraction of the expected NSA and LSA from the total signal amplitude measured in L-band for in vivo EPR dosimetry. Variation of these signals should be taken into account when estimating the uncertainty of the estimated RSA. A new analysis of several hundred EPR spectra that were measured earlier at X-band in a large-scale examination of the population of the Central Russia was performed. Based on this analysis, the average values and the variation (standard deviation, SD) of the amplitude of the NSA for the teeth from different positions, as well as LSA in outer enamel of the front teeth for different population groups, were determined. To convert data acquired at X-band to values corresponding to the conditions of measurement at L-band, the experimental dependencies of the intensities of the RSA, LSA and NSA on the m.w. power, measured at both X and L-band, were analysed. For the two central upper incisors, which are mainly used in in vivo dosimetry, the mean LSA annual rate induced only in the outer side enamel and its variation were obtained as 10 ± 2 (SD = 8) mGy y-1, the same for X- and L-bands (results are presented as the mean ± error of mean). Mean NSA in enamel and its variation for the upper incisors was calculated at 2.0 ± 0.2 (SD = 0.5) Gy, relative to the calibrated RSA dose-response to gamma radiation measured under non-power saturation conditions at X-band. Assuming the same value for L-band under non-power saturating conditions, then for in vivo measurements at L-band at 25 mW (power saturation conditions), a mean NSA and its variation correspond to 4.0 ± 0.4 (SD = 1.0) Gy.
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Affiliation(s)
| | - Artem M Khailov
- A.F. Tsyb Medical Radiological Research Center, Obninsk, Russia
| | | | | | | | | | | | - Ann B Flood
- Geisel School of Medicine at Dartmouth, New Hampshire, USA
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Bailiff I, Sholom S, McKeever S. Retrospective and emergency dosimetry in response to radiological incidents and nuclear mass-casualty events: A review. RADIAT MEAS 2016. [DOI: 10.1016/j.radmeas.2016.09.004] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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30
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Sproull M, Camphausen K. State-of-the-Art Advances in Radiation Biodosimetry for Mass Casualty Events Involving Radiation Exposure. Radiat Res 2016; 186:423-435. [PMID: 27710702 DOI: 10.1667/rr14452.1] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
With the possibility of large-scale terrorist attacks around the world, the need for modeling and development of new medical countermeasures for potential future chemical, biological, radiological and nuclear (CBRN) has been well established. Project Bioshield, initiated in 2004, provided a framework to develop and expedite research in the field of CBRN exposures. To respond to large-scale population exposures from a nuclear event or radiation dispersal device (RDD), new methods for determining received dose using biological modeling became necessary. The field of biodosimetry has advanced significantly beyond this original initiative, with expansion into the fields of genomics, proteomics, metabolomics and transcriptomics. Studies are ongoing to evaluate the use of lymphocyte kinetics for dose assessment, as well as the development of field-deployable EPR technology. In addition, expansion of traditional cytogenetic assessment methods through the use of automated platforms and the development of laboratory surge capacity networks have helped to advance our biodefense preparedness. In this review of the latest advances in the field of biodosimetry we evaluate our progress and identify areas that still need to be addressed to achieve true field-deployment readiness.
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Affiliation(s)
- Mary Sproull
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland
| | - Kevin Camphausen
- Radiation Oncology Branch, National Cancer Institute, Bethesda, Maryland
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31
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Trompier F, Burbidge C, Bassinet C, Baumann M, Bortolin E, De Angelis C, Eakins J, Della Monaca S, Fattibene P, Quattrini MC, Tanner R, Wieser A, Woda C. Overview of physical dosimetry methods for triage application integrated in the new European network RENEB. Int J Radiat Biol 2016; 93:65-74. [DOI: 10.1080/09553002.2016.1221545] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
| | - Christopher Burbidge
- C2TN, Instituto Superior Técnico, Universidade de Lisboa, Portugal, now at SUERC, University of Glasgow, UK
| | - Céline Bassinet
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), France
| | - Marion Baumann
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), France
| | | | | | - Jonathan Eakins
- Public Health England Centre for Radiation, Chemical and Environmental Hazards (PHE), UK
| | | | | | | | - Rick Tanner
- Public Health England Centre for Radiation, Chemical and Environmental Hazards (PHE), UK
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32
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Flood AB, Ali AN, Boyle HK, Du G, Satinsky VA, Swarts SG, Williams BB, Demidenko E, Schreiber W, Swartz HM. Evaluating the Special Needs of The Military for Radiation Biodosimetry for Tactical Warfare Against Deployed Troops: Comparing Military to Civilian Needs for Biodosimetry Methods. HEALTH PHYSICS 2016; 111:169-82. [PMID: 27356061 PMCID: PMC4930006 DOI: 10.1097/hp.0000000000000538] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
The aim of this paper is to delineate characteristics of biodosimetry most suitable for assessing individuals who have potentially been exposed to significant radiation from a nuclear device explosion when the primary population targeted by the explosion and needing rapid assessment for triage is civilians vs. deployed military personnel. The authors first carry out a systematic analysis of the requirements for biodosimetry to meet the military's needs to assess deployed troops in a warfare situation, which include accomplishing the military mission. Then the military's special capabilities to respond and carry out biodosimetry for deployed troops in warfare are compared and contrasted systematically, in contrast to those available to respond and conduct biodosimetry for civilians who have been targeted by terrorists, for example. Then the effectiveness of different biodosimetry methods to address military vs. civilian needs and capabilities in these scenarios was compared and, using five representative types of biodosimetry with sufficient published data to be useful for the simulations, the number of individuals are estimated who could be assessed by military vs. civilian responders within the timeframe needed for triage decisions. Analyses based on these scenarios indicate that, in comparison to responses for a civilian population, a wartime military response for deployed troops has both more complex requirements for and greater capabilities to use different types of biodosimetry to evaluate radiation exposure in a very short timeframe after the exposure occurs. Greater complexity for the deployed military is based on factors such as a greater likelihood of partial or whole body exposure, conditions that include exposure to neutrons, and a greater likelihood of combined injury. These simulations showed, for both the military and civilian response, that a very fast rate of initiating the processing (24,000 d) is needed to have at least some methods capable of completing the assessment of 50,000 people within a 2- or 6-d timeframe following exposure. This in turn suggests a very high capacity (i.e., laboratories, devices, supplies and expertise) would be necessary to achieve these rates. These simulations also demonstrated the practical importance of the military's superior capacity to minimize time to transport samples to offsite facilities and use the results to carry out triage quickly. Assuming sufficient resources and the fastest daily rate to initiate processing victims, the military scenario revealed that two biodosimetry methods could achieve the necessary throughput to triage 50,000 victims in 2 d (i.e., the timeframe needed for injured victims), and all five achieved the targeted throughput within 6 d. In contrast, simulations based on the civilian scenario revealed that no method could process 50,000 people in 2 d and only two could succeed within 6 d.
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Affiliation(s)
- Ann Barry Flood
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Arif N. Ali
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA
| | - Holly K. Boyle
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Gaixin Du
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | | | - Steven G. Swarts
- Department of Radiation Oncology, College of Medicine, University of Florida, Gainesville, FL
| | - Benjamin B. Williams
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
- Radiation Oncology Division, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Eugene Demidenko
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Wilson Schreiber
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Harold M. Swartz
- EPR Center for the Study of Viable Systems, Radiology Department, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
- Radiation Oncology Division, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
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33
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Savenkov S, Priezzhev A, Oberemok Y, Sholom S, Kolomiets I, Chunikhina K. Characterization of natural and irradiated nails by means of the depolarization metrics. JOURNAL OF BIOMEDICAL OPTICS 2016; 21:71108. [PMID: 26927390 DOI: 10.1117/1.jbo.21.7.071108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 02/04/2016] [Indexed: 06/05/2023]
Abstract
Mueller polarimetry is applied to study the samples of nails: natural (or reference) and irradiated to 2 Gy ionizing radiation dose. We measure the whole Mueller matrices of the samples as a function of the scattering angle at a wavelength of 632.8 nm. We apply depolarization analysis to measured Mueller matrices by calculating the depolarization metrics [depolarization index, Q(M)-metric, first and second Lorenz indices, Cloude and Lorenz entropy] to quantify separability of the different samples of nails under study based on differences in their Mueller matrix. The results show that nail samples strongly depolarize the output light in backscattering, and irradiation in all cases results in increasing of depolarization. Most sensitive among depolarization metrics are the Lorenz entropy and Q(M)-metric.
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Affiliation(s)
- Sergey Savenkov
- Taras Shevchenko National University of Kyiv, Faculty of Radio Physics, Electronics and Computer Systems, Vladimirskaya Street 64, Kiev 01033, Ukraine
| | - Alexander Priezzhev
- Lomonosov Moscow State University, Department of Physics and International Laser Center, Vorobiovy Gory, Moscow 119992, Russia
| | - Yevgen Oberemok
- Taras Shevchenko National University of Kyiv, Faculty of Radio Physics, Electronics and Computer Systems, Vladimirskaya Street 64, Kiev 01033, Ukraine
| | - Sergey Sholom
- Oklahoma State University, Department of Physics, 145 Physical Sciences Building, Stillwater, Oklahoma 74078, United States
| | - Ivan Kolomiets
- Taras Shevchenko National University of Kyiv, Faculty of Radio Physics, Electronics and Computer Systems, Vladimirskaya Street 64, Kiev 01033, Ukraine
| | - Kateryna Chunikhina
- Taras Shevchenko National University of Kyiv, Faculty of Radio Physics, Electronics and Computer Systems, Vladimirskaya Street 64, Kiev 01033, Ukraine
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34
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Discher M, Bortolin E, Woda C. Investigations of touchscreen glasses from mobile phones for retrospective and accident dosimetry. RADIAT MEAS 2016. [DOI: 10.1016/j.radmeas.2016.02.032] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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35
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Mishra DR, Soni A, Rawat NS, Bokam G. Study of thermoluminescence (TL) and optically stimulated luminescence (OSL) from α-keratin protein found in human hairs and nails: potential use in radiation dosimetry. RADIATION AND ENVIRONMENTAL BIOPHYSICS 2016; 55:255-264. [PMID: 26846648 DOI: 10.1007/s00411-016-0634-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 01/16/2016] [Indexed: 06/05/2023]
Abstract
The thermoluminescence (TL) and optically stimulated luminescence (OSL) properties of human nails and hairs containing α-keratin proteins have been investigated. For the present studies, black hairs and finger nails were selectively collected from individuals with ages between 25 and 35 years. The collected hairs/nails were cut to a size of < 1 mm and cleaned with distilled water to remove dirt and other potential physical sources of contamination. All samples were optically beached with 470 nm of LED light at 60 mW/cm(2) intensity and irradiated by a (60)Co γ source. The hair and nail samples showed overlapping multiple TL glow peaks in the temperature range from 70 to 210 ° C. Continuous wave (CW)-OSL measurements of hair samples at a wavelength of 470 nm showed the presence of two distinct OSL components with photoionization cross section (PIC) values of about 1.65 × 10(-18) cm(2) and about 3.48 × 10(-19) cm(2), while measurements of nail samples showed PIC values of about 6.98 × 10(-18) cm(2) and about 8.7 × 10(-19) cm(2), respectively. This difference in PIC values for hair and nail samples from the same individual is attributed to different arrangement of α-keratin protein concentrations in the samples. The OSL sensitivity was found to vary ± 5 times among nail and hair samples from different individuals, with significant fading (60% in 11 h) at room temperature. The remaining signal (after fading) can be useful for dose estimation when a highly sensitive OSL reader is used. In the absorbed dose range of 100 mGy-100 Gy, both the TL and OSL signals of hair and nail samples showed linear dose dependence. The results obtained in the present study suggest that OSL using hair and nail samples may provide a supplementary method of dose estimation in radiological and nuclear emergencies.
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Affiliation(s)
- D R Mishra
- Radiological Physics and Advisory Division, Bhabha Atomic Research Centre, Mumbai, 400 085, India.
| | - A Soni
- Radiological Physics and Advisory Division, Bhabha Atomic Research Centre, Mumbai, 400 085, India
| | - N S Rawat
- Radiological Physics and Advisory Division, Bhabha Atomic Research Centre, Mumbai, 400 085, India
| | - G Bokam
- Radiological Safety Division, Atomic Energy Regulatory Board, Mumbai, 400 094, India
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36
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Desmet CM, Djurkin A, Dos Santos-Goncalvez AM, Dong R, Kmiec MM, Kobayashi K, Rychert K, Beun S, Leprince JG, Leloup G, Levêque P, Gallez B. Tooth Retrospective Dosimetry Using Electron Paramagnetic Resonance: Influence of Irradiated Dental Composites. PLoS One 2015; 10:e0131913. [PMID: 26125565 PMCID: PMC4488324 DOI: 10.1371/journal.pone.0131913] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 06/08/2015] [Indexed: 11/25/2022] Open
Abstract
In the aftermath of a major radiological accident, the medical management of overexposed individuals will rely on the determination of the dose of ionizing radiations absorbed by the victims. Because people in the general population do not possess conventional dosimeters, after the fact dose reconstruction methods are needed. Free radicals are induced by radiations in the tooth enamel of victims, in direct proportion to dose, and can be quantified using Electron Paramagnetic Resonance (EPR) spectrometry, a technique that was demonstrated to be very appropriate for mass triage. The presence of dimethacrylate based restorations on teeth can interfere with the dosimetric signal from the enamel, as free radicals could also be induced in the various composites used. The aim of the present study was to screen irradiated composites for a possible radiation-induced EPR signal, to characterize it, and evaluate a possible interference with the dosimetric signal of the enamel. We investigated the most common commercial composites, and experimental compositions, for a possible class effect. The effect of the dose was studied between 10 Gy and 100 Gy using high sensitivity X-band spectrometer. The influence of this radiation-induced signal from the composite on the dosimetric signal of the enamel was also investigated using a clinical L-Band EPR spectrometer, specifically developed in the EPR center at Dartmouth College. In X-band, a radiation-induced signal was observed for high doses (25-100 Gy); it was rapidly decaying, and not detected after only 24h post irradiation. At 10 Gy, the signal was in most cases not measurable in the commercial composites tested, with the exception of 3 composites showing a significant intensity. In L-band study, only one irradiated commercial composite influenced significantly the dosimetric signal of the tooth, with an overestimation about 30%. In conclusion, the presence of the radiation-induced signal from dental composites should not significantly influence the dosimetry for early dose assessment.
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Affiliation(s)
- Céline M. Desmet
- Biomedical Magnetic Resonance Research group, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
| | - Andrej Djurkin
- School of Dentistry and Stomatology, Université catholique de Louvain, Brussels, Belgium
| | - Ana Maria Dos Santos-Goncalvez
- Advanced Drug Delivery and Biomaterials Research Group, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
| | - Ruhong Dong
- EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH, United States of America
| | - Maciej M. Kmiec
- EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH, United States of America
| | - Kyo Kobayashi
- EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH, United States of America
| | - Kevin Rychert
- EPR Center for the Study of Viable Systems, Geisel School of Medicine at Dartmouth, Hanover, NH, United States of America
| | - Sébastien Beun
- School of Dentistry and Stomatology, Université catholique de Louvain, Brussels, Belgium
| | - Julian G. Leprince
- Advanced Drug Delivery and Biomaterials Research Group, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
- Center for Research and Engineering on Biomaterials CRIBIO, Université catholique de Louvain, Brussels, Belgium
| | - Gaëtane Leloup
- Advanced Drug Delivery and Biomaterials Research Group, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
- Center for Research and Engineering on Biomaterials CRIBIO, Université catholique de Louvain, Brussels, Belgium
| | - Philippe Levêque
- Biomedical Magnetic Resonance Research group, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
| | - Bernard Gallez
- Biomedical Magnetic Resonance Research group, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
- Center for Research and Engineering on Biomaterials CRIBIO, Université catholique de Louvain, Brussels, Belgium
- * E-mail:
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37
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Paul S, Smilenov LB, Elliston CD, Amundson SA. Radiation Dose-Rate Effects on Gene Expression in a Mouse Biodosimetry Model. Radiat Res 2015; 184:24-32. [PMID: 26114327 DOI: 10.1667/rr14044.1] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
In the event of a nuclear accident or radiological terrorist attack, there will be a pressing need for biodosimetry to triage a large, potentially exposed population and to assign individuals to appropriate treatment. Exposures from fallout are likely, resulting in protracted dose delivery that would, in turn, impact the extent of injury. Biodosimetry approaches that can distinguish such low-dose-rate (LDR) exposures from acute exposures have not yet been developed. In this study, we used the C57BL/6 mouse model in an initial investigation of the impact of low-dose-rate delivery on the transcriptomic response in blood. While a large number of the same genes responded to LDR and acute radiation exposures, for many genes the magnitude of response was lower after LDR exposures. Some genes, however, were differentially expressed (P < 0.001, false discovery rate <5%) in mice exposed to LDR compared with mice exposed to acute radiation. We identified a set of 164 genes that correctly classified 97% of the samples in this experiment as exposed to acute or LDR radiation using a support vector machine algorithm. Gene expression is a promising approach to radiation biodosimetry, enhanced greatly by this first demonstration of its potential for distinguishing between acute and LDR exposures. Further development of this aspect of radiation biodosimetry, either as part of a complete gene expression biodosimetry test or as an adjunct to other methods, could provide vital triage information in a mass radiological casualty event.
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Affiliation(s)
- Sunirmal Paul
- a Center for Radiological Research, Columbia University Medical Center, New York, New York 10032;,b Rutgers University, Newark, New Jersey 07103; and
| | - Lubomir B Smilenov
- a Center for Radiological Research, Columbia University Medical Center, New York, New York 10032
| | - Carl D Elliston
- a Center for Radiological Research, Columbia University Medical Center, New York, New York 10032;,c Maimonides Medical Center, Brooklyn, New York 11219
| | - Sally A Amundson
- a Center for Radiological Research, Columbia University Medical Center, New York, New York 10032
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Rychert KM, Zhu G, Kmiec MM, Nemani VK, Williams BB, Flood AB, Swartz HM, Gimi B. Imaging tooth enamel using zero echo time (ZTE) magnetic resonance imaging. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2015; 9417:94171I. [PMID: 25914509 PMCID: PMC4405678 DOI: 10.1117/12.2083995] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
In an event where many thousands of people may have been exposed to levels of radiation that are sufficient to cause the acute radiation syndrome, we need technology that can estimate the absorbed dose on an individual basis for triage and meaningful medical decision making. Such dose estimates may be achieved using in vivo electron paramagnetic resonance (EPR) tooth biodosimetry, which measures the number of persistent free radicals that are generated in tooth enamel following irradiation. However, the accuracy of dose estimates may be impacted by individual variations in teeth, especially the amount and distribution of enamel in the inhomogeneous sensitive volume of the resonator used to detect the radicals. In order to study the relationship between interpersonal variations in enamel and EPR-based dose estimates, it is desirable to estimate these parameters nondestructively and without adding radiation to the teeth. Magnetic Resonance Imaging (MRI) is capable of acquiring structural and biochemical information without imparting additional radiation, which may be beneficial for many EPR dosimetry studies. However, the extremely short T2 relaxation time in tooth structures precludes tooth imaging using conventional MRI methods. Therefore, we used zero echo time (ZTE) MRI to image teeth ex vivo to assess enamel volumes and spatial distributions. Using these data in combination with the data on the distribution of the transverse radio frequency magnetic field from electromagnetic simulations, we then can identify possible sources of variations in radiation-induced signals detectable by EPR. Unlike conventional MRI, ZTE applies spatial encoding gradients during the RF excitation pulse, thereby facilitating signal acquisition almost immediately after excitation, minimizing signal loss from short T2 relaxation times. ZTE successfully provided volumetric measures of tooth enamel that may be related to variations that impact EPR dosimetry and facilitate the development of analytical procedures for individual dose estimates.
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Affiliation(s)
- Kevin M. Rychert
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Gang Zhu
- MRI Division, Bruker BioSpin Corporation, 15 Fortune Drive, Billerica, MA 01821
| | - Maciej M. Kmiec
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Venkata K. Nemani
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Benjamin B. Williams
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Ann Barry Flood
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Harold M. Swartz
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Barjor Gimi
- Department of Radiology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755
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Soni A, Mishra DR, Polymeris GS, Bhatt BC, Kulkarni MS. OSL and thermally assisted OSL response in dental enamel for its possible application in retrospective dosimetry. RADIATION AND ENVIRONMENTAL BIOPHYSICS 2014; 53:763-774. [PMID: 24929347 DOI: 10.1007/s00411-014-0554-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2014] [Accepted: 06/07/2014] [Indexed: 06/03/2023]
Abstract
Dental enamel was studied for its thermoluminescence (TL) and optically stimulated luminescence (OSL) defects. The TL studies showed a wide glow curve with multiple peaks. The thermally assisted OSL (TA-OSL) studies showed that the integrated TA-OSL and thus OSL signal increases with readout temperature between 100 and 250 °C, due to the temperature dependence of OSL. The thermally assisted energy E A associated with this increase is found to be 0.21 ± 0.015 eV. On the other hand, the signal intensity decreases with temperature between 260 and 450 °C. This decrease could be due to depletion of OSL active traps or possible thermal quenching. The increase of the OSL signal at increased temperature can be used to enhance the sensitivity of dental enamel for ex vivo measurements in retrospective dosimetry. The emission and excitation spectra of its luminescence centers were studied by photoluminescence and were found to be at 412 and 324 nm, respectively. It was found to possess multiple OSL active traps having closely lying photoionization cross sections characterized by continuous wave OSL and nonlinear OSL methods. The investigated dental enamel samples showed a linear OSL dose response up to 500 Gy. The dose threshold was found to be 100 mGy using a highly sensitive compact OSL reader with blue LED (470 nm) stimulation.
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Affiliation(s)
- Anuj Soni
- Radiological Physics and Advisory Division, Bhabha Atomic Research Center, Trombay, 400 085, Mumbai, India,
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Wieser A, Darroudi F. EPRBioDose 2013: EPR applications and biological dosimetry. RADIATION AND ENVIRONMENTAL BIOPHYSICS 2014; 53:217-220. [PMID: 24643278 DOI: 10.1007/s00411-014-0535-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 02/27/2014] [Indexed: 06/03/2023]
Affiliation(s)
- A Wieser
- Helmholtz Zentrum München - German Research Center for Environmental Health, Institute of Radiation Protection, 85764, Neuherberg, Germany,
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