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Heger G, Dumančić M, Luz I, Vatarescu M, Weizman N, Miller BW, Cooks T, Arazi L. First measurements of radon-220 diffusion in mice tumors, towards treatment planning in diffusing alpha-emitters radiation therapy. Med Phys 2024. [PMID: 38507254 DOI: 10.1002/mp.17020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 01/22/2024] [Accepted: 02/21/2024] [Indexed: 03/22/2024] Open
Abstract
BACKGROUND Diffusing alpha-emitters radiation therapy ("Alpha-DaRT") is a new method for treating solid tumors with alpha particles, relying on the release of the short-lived alpha-emitting daughter atoms of radium-224 from interstitial sources inserted into the tumor. Alpha-DaRT tumor dosimetry is governed by the spread of radium's progeny around the source, as described by an approximate framework called the "diffusion-leakage model". The most important model parameters are the diffusion lengths of radon-220 and lead-212, and their estimation is therefore essential for treatment planning. PURPOSE Previous works have provided initial estimates for the dominant diffusion length, by measuring the activity spread inside mice-borne tumors several days after the insertion of an Alpha-DaRT source. The measurements, taken when lead-212 was in secular equilibrium with radium-224, were interpreted as representing the lead-212 diffusion length. The aim of this work is to provide first experimental estimates for the diffusion length of radon-220, using a new methodology. METHODS The diffusion length of radon-220 was estimated from autoradiography measurements of histological sections taken from 24 mice-borne subcutaneous tumors of five different types. Unlike previous studies, the source dwell time inside the tumor was limited to 30 min, to prevent the buildup of lead-212. To investigate the contribution of potential non-diffusive processes, experiments were done in two sets: fourteen in vivo tumors, where during the treatment the tumors were still carried by the mice with active blood supply, and 10 ex-vivo tumors, where the tumors were excised before source insertion and kept in a medium at37 ∘ C $37^\circ {\text{C}}$ with the source inside. RESULTS The measured diffusion lengths of radon-220, extracted by fitting the recorded activity pattern up to 1.5 mm from the source, lie in the range0.25 - 0.6 mm ${0.25-0.6}\nobreakspace {\text{mm}}$ , with no significant difference between the average values measured in in-vivo and ex-vivo tumors:L R n i n - v i v o = 0.40 ± 0.08 mm $L_{Rn}^{in-vivo}=0.40{\pm }0.08\nobreakspace {\text{mm}}$ versusL R n e x - v i v o = 0.39 ± 0.07 mm $L_{Rn}^{ex-vivo}=0.39{\pm }0.07\nobreakspace {\text{mm}}$ . However, in-vivo tumors display an enhanced spread of activity 2-3 mm away from the source. This effect is not explained by the current model and is much less pronounced in ex-vivo tumors. CONCLUSIONS The average measured radon-220 diffusion lengths in both in-vivo and ex-vivo tumors are consistent with published data on the diffusion length of radon in water and lie close to the upper limit of the previously estimated range of0.2 - 0.4 mm $0.2-0.4\nobreakspace {\text{mm}}$ . The observation that close to the source there is no apparent difference between in-vivo and ex-vivo tumors, and the good agreement with the theoretical model in this region suggest that the spread of radon-220 is predominantly diffusive in this region. The departure from the model prediction in in-vivo tumors at large radial distances may hint at potential vascular contribution, which will be the subject of future works.
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Affiliation(s)
- Guy Heger
- Unit of Nuclear Engineering, Faculty of Engineering Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Mirta Dumančić
- Unit of Nuclear Engineering, Faculty of Engineering Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
- Now at Gerald Bronfman Department of Oncology, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | - Ishai Luz
- The Shraga Segal Department of Microbiology, Immunology, and Genetics, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Maayan Vatarescu
- The Shraga Segal Department of Microbiology, Immunology, and Genetics, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Noam Weizman
- Unit of Nuclear Engineering, Faculty of Engineering Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
- Oncology Department, Radiation Therapy Unit, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | - Brian W Miller
- College of Medicine, Department of Radiation Oncology, Department of Medical Imaging, The University of Arizona, Tucson, Arizona, USA
| | - Tomer Cooks
- The Shraga Segal Department of Microbiology, Immunology, and Genetics, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Lior Arazi
- Unit of Nuclear Engineering, Faculty of Engineering Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
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Durán AP, Kuiper JJ, Aguiar APD, Cheung WWL, Diaw MC, Halouani G, Hashimoto S, Gasalla MA, Peterson GD, Schoolenberg MA, Abbasov R, Acosta LA, Armenteras D, Davila F, Denboba MA, Harrison PA, Harhash KA, Karlsson-Vinkhuyzen S, Kim H, Lundquist CJ, Miller BW, Okayasu S, Pichs-Madruga R, Sathyapalan J, Saysel AK, Yu D, Pereira LM. Bringing the Nature Futures Framework to life: creating a set of illustrative narratives of nature futures. Sustain Sci 2023:1-20. [PMID: 37363310 PMCID: PMC10158677 DOI: 10.1007/s11625-023-01316-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 03/07/2023] [Indexed: 06/28/2023]
Abstract
To halt further destruction of the biosphere, most people and societies around the globe need to transform their relationships with nature. The internationally agreed vision under the Convention of Biological Diversity-Living in harmony with nature-is that "By 2050, biodiversity is valued, conserved, restored and wisely used, maintaining ecosystem services, sustaining a healthy planet and delivering benefits essential for all people". In this context, there are a variety of debates between alternative perspectives on how to achieve this vision. Yet, scenarios and models that are able to explore these debates in the context of "living in harmony with nature" have not been widely developed. To address this gap, the Nature Futures Framework has been developed to catalyse the development of new scenarios and models that embrace a plurality of perspectives on desirable futures for nature and people. In this paper, members of the IPBES task force on scenarios and models provide an example of how the Nature Futures Framework can be implemented for the development of illustrative narratives representing a diversity of desirable nature futures: information that can be used to assess and develop scenarios and models whilst acknowledging the underpinning value perspectives on nature. Here, the term illustrative reflects the multiple ways in which desired nature futures can be captured by these narratives. In addition, to explore the interdependence between narratives, and therefore their potential to be translated into scenarios and models, the six narratives developed here were assessed around three areas of the transformative change debate, specifically, (1) land sparing vs. land sharing, (2) Half Earth vs. Whole Earth conservation, and (3) green growth vs. post-growth economic development. The paper concludes with an assessment of how the Nature Futures Framework could be used to assist in developing and articulating transformative pathways towards desirable nature futures. Supplementary Information The online version contains supplementary material available at 10.1007/s11625-023-01316-1.
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Affiliation(s)
- América Paz Durán
- Instituto de Ciencias Ambientales y Evolutivas, Facultad de Ciencias, Universidad Austral de Chile, Valdivia, Chile
- Instituto de Ecología y Biodiversidad (IEB-Chile), Santiago, Chile
| | - Jan J. Kuiper
- Stockholm Resilience Centre, Stockholm University, Kräftriket 2B, 104 05 Stockholm, Sweden
| | - Ana Paula Dutra Aguiar
- Stockholm Resilience Centre, Stockholm University, Kräftriket 2B, 104 05 Stockholm, Sweden
- National Institute for Space Research (INPE), Av. dos Astronautas 1758, São José dos Campos, SP CEP: 12227-010 Brazil
| | - William W. L. Cheung
- Institute for the Oceans and Fisheries, The University of British Columbia, Vancouver, Canada
| | - Mariteuw Chimère Diaw
- African Model Forests Network, BP 33678, Yaoundé, Cameroon
- African Model Forests Network, BP 2384, Dakar, Senegal
| | - Ghassen Halouani
- IFREMER, Unité halieutique Manche‐Mer du Nord Ifremer, HMMN, 62200 Boulogne sur Mer, France
| | | | - Maria A. Gasalla
- Fisheries Ecosystems Laboratory (LabPesq), Oceanographic Institute, University of Sao Paulo, São Paulo, Brazil
| | - Garry D. Peterson
- Stockholm Resilience Centre, Stockholm University, Kräftriket 2B, 104 05 Stockholm, Sweden
| | | | - Rovshan Abbasov
- Department of Geography and Environment, Khazar University, Baku, Azerbaijan
| | - Lilibeth A. Acosta
- Climate Action and Inclusive Development Department, Global Green Growth Institute (GGGI), Seoul, South Korea
| | - Dolors Armenteras
- Departamento de Biologia, Universidad Nacional de Colombia, Bogota, Colombia
| | - Federico Davila
- Institute for Sustainable Futures, University of Technology Sydney, Sydney, Australia
| | | | | | | | | | - HyeJin Kim
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Martin Luther University Halle-Wittenberg, Halle (Salle), Germany
| | - Carolyn J. Lundquist
- National Institute of Water and Atmospheric Research, Hamilton, New Zealand
- School of Environment, The University of Auckland, Auckland, New Zealand
| | - Brian W. Miller
- U.S. Geological Survey, North Central Climate Adaptation Science Center, Boulder, CO USA
| | - Sana Okayasu
- PBL Netherlands Environmental Assessment Agency, The Hague, The Netherlands
| | | | - Jyothis Sathyapalan
- National Institute of Rural Development and Panchayati Raj Hyderabad, Hyderabad, India
| | - Ali Kerem Saysel
- Institute of Environmental Sciences, Boğaziçi University, Istanbul, Turkey
| | - Dandan Yu
- Nanjing Institute of Environmental Sciences (NIES), Ministry of Ecology and Environment (MEE) of China, 8 Jiangwangmiao Street, Nanjing, 210042 People’s Republic of China
| | - Laura M. Pereira
- Stockholm Resilience Centre, Stockholm University, Kräftriket 2B, 104 05 Stockholm, Sweden
- Global Change Institute, Wits University, Johannesburg, South Africa
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Rodak M, Dekempeneer Y, Wojewódzka M, Caveliers V, Covens P, Miller BW, Sevenois MB, Bruchertseifer F, Morgenstern A, Lahoutte T, D'Huyvetter M, Pruszyński M. Preclinical Evaluation of 225Ac-Labeled Single-Domain Antibody for the Treatment of HER2pos Cancer. Mol Cancer Ther 2022; 21:1835-1845. [PMID: 36129807 PMCID: PMC9716241 DOI: 10.1158/1535-7163.mct-21-1021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 05/25/2022] [Accepted: 09/16/2022] [Indexed: 01/12/2023]
Abstract
Human epidermal growth factor receptor type 2 (HER2) is overexpressed in various cancers; thus, HER2-targeting single-domain antibodies (sdAb) could offer a useful platform for radioimmunotherapy. In this study, we optimized the labeling of an anti-HER2-sdAb with the α-particle-emitter 225Ac through a DOTA-derivative. The formed radioconjugate was tested for binding affinity, specificity and internalization properties, whereas cytotoxicity was evaluated by clonogenic and DNA double-strand-breaks assays. Biodistribution studies were performed in mice bearing subcutaneous HER2pos tumors to estimate absorbed doses delivered to organs and tissues. Therapeutic efficacy and potential toxicity were assessed in HER2pos intraperitoneal ovarian cancer model and in healthy C57Bl/6 mice. [225Ac]Ac-DOTA-2Rs15d exhibited specific cell uptake and cell-killing capacity in HER2pos cells (EC50 = 3.9 ± 1.1 kBq/mL). Uptake in HER2pos lesions peaked at 3 hours (9.64 ± 1.69% IA/g), with very low accumulation in other organs (<1% IA/g) except for kidneys (11.69 ± 1.10% IA/g). α-camera imaging presented homogeneous uptake of radioactivity in tumors, although heterogeneous in kidneys, with a higher signal density in cortex versus medulla. In mice with HER2pos disseminated tumors, repeated administration of [225Ac]Ac-DOTA-2Rs15d significantly prolonged survival (143 days) compared to control groups (56 and 61 days) and to the group treated with HER2-targeting mAb trastuzumab (100 days). Histopathologic evaluation revealed signs of kidney toxicity after repeated administration of [225Ac]Ac-DOTA-2Rs15d. [225Ac]Ac-DOTA-2Rs15d efficiently targeted HER2pos cells and was effective in treatment of intraperitoneal disseminated tumors, both alone and as an add-on combination with trastuzumab, albeit with substantial signs of inflammation in kidneys. This study warrants further development of [225Ac]Ac-DOTA-2Rs15d.
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Affiliation(s)
- Magdalena Rodak
- Institute of Nuclear Chemistry and Technology, Warsaw, Poland
| | - Yana Dekempeneer
- Department of Medical Imaging, In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel, Brussels, Belgium
| | | | - Vicky Caveliers
- Department of Medical Imaging, In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel, Brussels, Belgium.,Nuclear Medicine Department, UZ Brussel, Brussels, Belgium
| | - Peter Covens
- Department of Medical Imaging, In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel, Brussels, Belgium
| | - Brian W. Miller
- Department of Medical Imaging, University of Arizona, Tucson, Arizona
| | - Matthijs B. Sevenois
- Department of Medical Imaging, In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel, Brussels, Belgium
| | | | | | - Tony Lahoutte
- Department of Medical Imaging, In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel, Brussels, Belgium.,Nuclear Medicine Department, UZ Brussel, Brussels, Belgium
| | - Matthias D'Huyvetter
- Department of Medical Imaging, In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel, Brussels, Belgium.,Corresponding Authors: Marek Pruszyński, Laboratory of Radiopharmaceuticals and Cellular Research, Institute of Nuclear Chemistry and Technology, Dorodna 16, Warsaw 03-195, Poland. Phone: 482-2504-1085; E-mail: ; and Matthias D'Huyvetter, Laarbeeklaan 103, B-1090 Brussels. Phone: 322-477-4991; E-mail:
| | - Marek Pruszyński
- Institute of Nuclear Chemistry and Technology, Warsaw, Poland.,NOMATEN Centre of Excellence, National Centre for Nuclear Research, Otwock, Poland.,Corresponding Authors: Marek Pruszyński, Laboratory of Radiopharmaceuticals and Cellular Research, Institute of Nuclear Chemistry and Technology, Dorodna 16, Warsaw 03-195, Poland. Phone: 482-2504-1085; E-mail: ; and Matthias D'Huyvetter, Laarbeeklaan 103, B-1090 Brussels. Phone: 322-477-4991; E-mail:
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4
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Zhao F, Barber CJ, Sammani S, Wan L, Miller BW, Furenlid LR, Li Z, Gotur DB, Barrios R, Woolfenden JM, Martin DR, Liu Z. Use of radiolabeled hyaluronic acid for preclinical assessment of inflammatory injury and acute respiratory distress syndrome. Nucl Med Biol 2022; 114-115:86-98. [PMID: 36270074 PMCID: PMC9562607 DOI: 10.1016/j.nucmedbio.2022.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 09/29/2022] [Accepted: 10/06/2022] [Indexed: 12/27/2022]
Abstract
Acute respiratory distress syndrome (ARDS) is accompanied by a dramatic increase in lung hyaluronic acid (HA), leading to a dose-dependent reduction of pulmonary oxygenation. This pattern is associated with severe infections, such as COVID-19, and other important lung injury etiologies. HA actively participates in molecular pathways involved in the cytokine storm of COVID-19-induced ARDS. The objective of this study was to evaluate an imaging approach of radiolabeled HA for assessment of dysregulated HA deposition in mouse models with skin inflammation and lipopolysaccharide (LPS)-induced ARDS using a novel portable intensified Quantum Imaging Detector (iQID) gamma camera system. METHODS HA of 10 kDa molecular weight (HA10) was radiolabeled with 125I and 99mTc respectively to produce [125I]I-HA10 and [99mTc]Tc-HA10, followed by comparative studies on stability, in vivo biodistribution, and uptake at inflammatory skin sites in mice with 12-O-tetradecanoylphorbol-13-acetate (TPA)-inflamed ears. [99mTc]Tc-HA10 was used for iQID in vivo dynamic imaging of mice with ARDS induced by intratracheal instillation of LPS. RESULTS [99mTc]Tc-HA10 and [125I]I-HA10 had similar biodistribution and localization at inflammatory sites. [99mTc]Tc-HA10 was shown to be feasible in measuring skin injury and monitoring skin wound healing. [99mTc]Tc-HA10 dynamic pulmonary images yielded good visualization of radioactive uptake in the lungs. There was significantly increased lung uptake and slower lung washout in mice with LPS-induced ARDS than in control mice. Postmortem biodistribution measurement of [99mTc]TcHA10 (%ID/g) was 11.0 ± 3.9 vs. 1.3 ± 0.3 in the ARDS mice (n = 6) and controls (n = 6) (P < 0.001), consistent with upregulated HA expression as determined by enzyme-linked immunosorbent assay (ELISA) and immunohistochemistry (IHC) staining. CONCLUSIONS [99mTc]Tc-HA10 is promising as a biomarker for evaluating HA dysregulation that contributes to pulmonary injury in ARDS. Rapid iQID imaging of [99mTc]Tc-HA10 clearance from injured lungs may provide a functional template for timely assessment and quantitative monitoring of pulmonary pathophysiology and intervention in ARDS.
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Affiliation(s)
- Fangyuan Zhao
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America; Food Science and Engineering College, Qingdao Agricultural University, China
| | - Christy J Barber
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America
| | - Saad Sammani
- Department of Medicine, University of Arizona, Tucson, AZ, United States of America
| | - Li Wan
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America
| | - Brian W Miller
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America; College of Optical Sciences, University of Arizona, Tucson, AZ, United States of America
| | - Lars R Furenlid
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America; College of Optical Sciences, University of Arizona, Tucson, AZ, United States of America
| | - Zheng Li
- Department of Radiology, Houston Methodist Hospital, Houston, TX, United States of America
| | - Deepa B Gotur
- Department of Medicine, Houston Methodist Hospital, Houston, TX, United States of America
| | - Roberto Barrios
- Department of Pathology, Houston Methodist Hospital, Houston, TX, United States of America
| | - James M Woolfenden
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America
| | - Diego R Martin
- Department of Radiology, Houston Methodist Hospital, Houston, TX, United States of America
| | - Zhonglin Liu
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America; Department of Radiology, Houston Methodist Hospital, Houston, TX, United States of America.
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Peter R, Sandmaier BM, Dion MP, Frost SHL, Santos EB, Kenoyer A, Hamlin DK, Wilbur DS, Stewart RD, Fisher DR, Vetter K, Seo Y, Miller BW. Small-scale (sub-organ and cellular level) alpha-particle dosimetry methods using an iQID digital autoradiography imaging system. Sci Rep 2022; 12:17934. [PMID: 36289434 PMCID: PMC9606121 DOI: 10.1038/s41598-022-22664-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 10/18/2022] [Indexed: 01/20/2023] Open
Abstract
Targeted radiopharmaceutical therapy with alpha-particle emitters (αRPT) is advantageous in cancer treatment because the short range and high local energy deposition of alpha particles enable precise radiation delivery and efficient tumor cell killing. However, these properties create sub-organ dose deposition effects that are not easily characterized by direct gamma-ray imaging (PET or SPECT). We present a computational procedure to determine the spatial distribution of absorbed dose from alpha-emitting radionuclides in tissues using digital autoradiography activity images from an ionizing-radiation quantum imaging detector (iQID). Data from 211At-radioimmunotherapy studies for allogeneic hematopoietic cell transplantation in a canine model were used to develop these methods. Nine healthy canines were treated with 16.9-30.9 MBq 211At/mg monoclonal antibodies (mAb). Lymph node biopsies from early (2-5 h) and late (19-20 h) time points (16 total) were obtained, with 10-20 consecutive 12-µm cryosections extracted from each and imaged with an iQID device. iQID spatial activity images were registered within a 3D volume for dose-point-kernel convolution, producing dose-rate maps. The accumulated absorbed doses for high- and low-rate regions were 9 ± 4 Gy and 1.2 ± 0.8 Gy from separate dose-rate curves, respectively. We further assess uptake uniformity, co-registration with histological pathology, and requisite slice numbers to improve microscale characterization of absorbed dose inhomogeneities in αRPT.
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Affiliation(s)
- Robin Peter
- grid.47840.3f0000 0001 2181 7878Department of Nuclear Engineering, University of California, Berkeley, CA USA ,grid.266102.10000 0001 2297 6811Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA USA
| | - Brenda M. Sandmaier
- grid.270240.30000 0001 2180 1622Fred Hutchinson Cancer Center, Seattle, WA USA ,grid.34477.330000000122986657Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA USA
| | - Michael P. Dion
- grid.135519.a0000 0004 0446 2659Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Sofia H. L. Frost
- grid.270240.30000 0001 2180 1622Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Erlinda B. Santos
- grid.270240.30000 0001 2180 1622Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Aimee Kenoyer
- grid.270240.30000 0001 2180 1622Fred Hutchinson Cancer Center, Seattle, WA USA
| | - Donald K. Hamlin
- grid.34477.330000000122986657Department of Radiation Oncology, University of Washington, Seattle, WA USA
| | - D. Scott Wilbur
- grid.34477.330000000122986657Department of Radiation Oncology, University of Washington, Seattle, WA USA
| | - Robert D. Stewart
- grid.34477.330000000122986657Department of Radiation Oncology, University of Washington, Seattle, WA USA
| | | | - Kai Vetter
- grid.47840.3f0000 0001 2181 7878Department of Nuclear Engineering, University of California, Berkeley, CA USA
| | - Youngho Seo
- grid.47840.3f0000 0001 2181 7878Department of Nuclear Engineering, University of California, Berkeley, CA USA ,grid.266102.10000 0001 2297 6811Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA USA
| | - Brian W. Miller
- grid.134563.60000 0001 2168 186XDepartment of Radiation Oncology, Department of Medical Imaging, College of Medicine, University of Arizona, Tucson, AZ USA
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Weiskopf SR, Myers BJE, Arce-Plata MI, Blanchard JL, Ferrier S, Fulton EA, Harfoot M, Isbell F, Johnson JA, Mori AS, Weng E, HarmáCˇková ZV, Londoño-Murcia MC, Miller BW, Pereira LM, Rosa IMD. A Conceptual Framework to Integrate Biodiversity, Ecosystem Function, and Ecosystem Service Models. Bioscience 2022; 72:1062-1073. [PMID: 36506699 PMCID: PMC9718641 DOI: 10.1093/biosci/biac074] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Global biodiversity and ecosystem service models typically operate independently. Ecosystem service projections may therefore be overly optimistic because they do not always account for the role of biodiversity in maintaining ecological functions. We review models used in recent global model intercomparison projects and develop a novel model integration framework to more fully account for the role of biodiversity in ecosystem function, a key gap for linking biodiversity changes to ecosystem services. We propose two integration pathways. The first uses empirical data on biodiversity-ecosystem function relationships to bridge biodiversity and ecosystem function models and could currently be implemented globally for systems and taxa with sufficient data. We also propose a trait-based approach involving greater incorporation of biodiversity into ecosystem function models. Pursuing both approaches will provide greater insight into biodiversity and ecosystem services projections. Integrating biodiversity, ecosystem function, and ecosystem service modeling will enhance policy development to meet global sustainability goals.
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Affiliation(s)
- Sarah R Weiskopf
- US Geological Survey National Climate Adaptation Science Center, in Reston, Virginia, United States
| | - Bonnie J E Myers
- North Carolina State University, Raleigh, North Carolina, United States
| | | | | | - Simon Ferrier
- Land and Water, CSIRO, Canberra, Australian Capital Territory, Australia
| | | | - Mike Harfoot
- United Nations Environment Programme–World Conservation Monitoring Centre, Cambridge, England, United Kingdom
| | - Forest Isbell
- University of Minnesota, Saint Paul, Minnesota, United States
| | | | | | - Ensheng Weng
- Columbia University and with the NASA Goddard Institute for Space Studies, both New York, New York, United States
| | - Zuzana V HarmáCˇková
- Czech Academy of Sciences, Brno, Czechia and with the Stockholm Resilience Centre, Stockholm University, Stockholm, Sweden
| | | | - Brian W Miller
- US Geological Survey North Central Climate Adaptation Science Center, Boulder, Colorado, United States
| | - Laura M Pereira
- University of the Witwatersrand, Johannesburg, South Africa and with the Stockholm Resilience Centre, Stockholm University, Stockholm, Sweden
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Sun J, Anderson RC, Lin TJ, Morris JA, Miller BW, Ma S, Thi Nguyen-Jahiel K, Scott T. Children’s Engagement during Collaborative Learning and Direct Instruction through the Lens of Participant Structure. Contemporary Educational Psychology 2022. [DOI: 10.1016/j.cedpsych.2022.102061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Miller BW, Schuurman GW, Symstad AJ, Runyon AN, Robb BC. Conservation under uncertainty: Innovations in participatory climate change scenario planning from U.S. national parks. Conservat Sci and Prac 2022. [DOI: 10.1111/csp2.12633] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Brian W. Miller
- U.S. Geological Survey North Central Climate Adaptation Science Center Fort Collins Colorado USA
| | - Gregor W. Schuurman
- U.S. National Park Service Climate Change Response Program Fort Collins Colorado USA
| | - Amy J. Symstad
- U.S. Geological Survey Northern Prairie Wildlife Research Center Hot Springs South Dakota USA
| | - Amber N. Runyon
- U.S. National Park Service Climate Change Response Program Fort Collins Colorado USA
| | - Brecken C. Robb
- Contractor to U.S. Geological Survey North Central Climate Adaptation Science Center Fort Collins Colorado USA
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Morisette JT, Duffy KA, Weltzin JF, Browning DM, Marsh RL, Friesz AM, Zachmann LJ, Enns KD, Landau VA, Gerst KL, Crimmins TM, Jones KD, Chang T, Miller BW, Maiersperger TK, Richardson AD. PS3: The Pheno-Synthesis software suite for integration and analysis of multi-scale, multi-platform phenological data. ECOL INFORM 2021. [DOI: 10.1016/j.ecoinf.2021.101400] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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10
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Miller BW, Bowen JM, Morrison EC. High-resolution, single-particle digital autoradiography of actinide sources using microcapillary array collimators and the iQID camera. Appl Radiat Isot 2020; 166:109348. [PMID: 32961524 DOI: 10.1016/j.apradiso.2020.109348] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 07/09/2020] [Accepted: 07/20/2020] [Indexed: 10/23/2022]
Abstract
Characterization of the homogeneity of thin actinide deposits prior to and after irradiation is important to ensure measurement of high-quality nuclear data in nuclear physics experiments. Autoradiography is frequently used to assess homogeneity, but geometric blur from source thickness, particle range, and source-detector gap can significantly degrade image resolution and introduce bias when estimating source uniformity and activity. We establish a method for minimizing geometric blur using a new autoradiography imaging technique with microcapillary array collimators and a new method to characterize the homogeneity of an imaged deposit. Also, we demonstrate that beta-/gamma-blind imaging is possible for alpha-particle autoradiography with ZnS:Ag scintillators and the ionizing-radiation quantum imaging detector (iQID), a digital autoradiography system with intrinsic spatial resolutions up to 20 μm for alphas. This iQID imaging approach can successfully discriminate alphas in the presence of a beta-gamma source in samples containing >106 dynamic range in activity. We apply this feature to characterize the uniformity of plutonium deposits before and after accelerator irradiation in the presence of a large beta-gamma background.
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Affiliation(s)
- Brian W Miller
- University of Colorado School of Medicine, Department of Radiation Oncology, Aurora, CO, USA; University of Arizona, College of Optical Sciences, Tucson, AZ, USA.
| | - James M Bowen
- Pacific Northwest National Laboratory, Richland, WA, USA
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11
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Dekempeneer Y, Caveliers V, Ooms M, Maertens D, Gysemans M, Lahoutte T, Xavier C, Lecocq Q, Maes K, Covens P, Miller BW, Bruchertseifer F, Morgenstern A, Cardinaels T, D’Huyvetter M. Therapeutic Efficacy of 213Bi-labeled sdAbs in a Preclinical Model of Ovarian Cancer. Mol Pharm 2020; 17:3553-3566. [DOI: 10.1021/acs.molpharmaceut.0c00580] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Yana Dekempeneer
- Institute for Nuclear Materials Science, Belgian Nuclear Research Center (SCK CEN), 2400 Mol, Belgium
- In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel (VUB), 1090 Brussels, Belgium
| | - Vicky Caveliers
- In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel (VUB), 1090 Brussels, Belgium
- Department of Nuclear Medicine, UZ Brussel, 1090 Brussels, Belgium
| | - Maarten Ooms
- Institute for Nuclear Materials Science, Belgian Nuclear Research Center (SCK CEN), 2400 Mol, Belgium
| | - Dominic Maertens
- Institute for Nuclear Materials Science, Belgian Nuclear Research Center (SCK CEN), 2400 Mol, Belgium
| | - Mireille Gysemans
- Institute for Nuclear Materials Science, Belgian Nuclear Research Center (SCK CEN), 2400 Mol, Belgium
| | - Tony Lahoutte
- In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel (VUB), 1090 Brussels, Belgium
- Department of Nuclear Medicine, UZ Brussel, 1090 Brussels, Belgium
| | - Catarina Xavier
- In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel (VUB), 1090 Brussels, Belgium
| | - Quentin Lecocq
- Laboratory for Molecular and Cellular Therapy, Vrije Universiteit Brussel (VUB), 1050 Brussels, Belgium
| | - Ken Maes
- Department of Hematology and Immunology, Myeloma Center Brussels, Vrije Universiteit Brussel (VUB), 1050 Brussels, Belgium
| | - Peter Covens
- In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel (VUB), 1090 Brussels, Belgium
| | - Brian W. Miller
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado 80045, United States
| | - Frank Bruchertseifer
- Directorate for Nuclear Safety and Security, European Commission−Joint Research Centre, Karlsruhe 76344, Germany
| | - Alfred Morgenstern
- Directorate for Nuclear Safety and Security, European Commission−Joint Research Centre, Karlsruhe 76344, Germany
| | - Thomas Cardinaels
- Institute for Nuclear Materials Science, Belgian Nuclear Research Center (SCK CEN), 2400 Mol, Belgium
- Department of Chemistry, KU Leuven, Heverlee, 3000 Leuven, Belgium
| | - Matthias D’Huyvetter
- In Vivo Cellular and Molecular Imaging Laboratory, Vrije Universiteit Brussel (VUB), 1090 Brussels, Belgium
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12
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Hofmann W, Li WB, Friedland W, Miller BW, Madas B, Bardiès M, Balásházy I. Internal microdosimetry of alpha-emitting radionuclides. Radiat Environ Biophys 2020; 59:29-62. [PMID: 31863162 PMCID: PMC7012986 DOI: 10.1007/s00411-019-00826-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 12/08/2019] [Indexed: 05/27/2023]
Abstract
At the tissue level, energy deposition in cells is determined by the microdistribution of alpha-emitting radionuclides in relation to sensitive target cells. Furthermore, the highly localized energy deposition of alpha particle tracks and the limited range of alpha particles in tissue produce a highly inhomogeneous energy deposition in traversed cell nuclei. Thus, energy deposition in cell nuclei in a given tissue is characterized by the probability of alpha particle hits and, in the case of a hit, by the energy deposited there. In classical microdosimetry, the randomness of energy deposition in cellular sites is described by a stochastic quantity, the specific energy, which approximates the macroscopic dose for a sufficiently large number of energy deposition events. Typical examples of the alpha-emitting radionuclides in internal microdosimetry are radon progeny and plutonium in the lungs, plutonium and americium in bones, and radium in targeted radionuclide therapy. Several microdosimetric approaches have been proposed to relate specific energy distributions to radiobiological effects, such as hit-related concepts, LET and track length-based models, effect-specific interpretations of specific energy distributions, such as the dual radiation action theory or the hit-size effectiveness function, and finally track structure models. Since microdosimetry characterizes only the initial step of energy deposition, microdosimetric concepts are most successful in exposure situations where biological effects are dominated by energy deposition, but not by subsequently operating biological mechanisms. Indeed, the simulation of the combined action of physical and biological factors may eventually require the application of track structure models at the nanometer scale.
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Affiliation(s)
- Werner Hofmann
- Biological Physics, Department of Chemistry and Physics of Materials, University of Salzburg, Hellbrunner Str. 34, 5020, Salzburg, Austria.
| | - Wei Bo Li
- Institute of Radiation Medicine, Helmholtz Zentrum München, Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstr. 1, 85764, Neuherberg, Germany.
| | - Werner Friedland
- Institute of Radiation Medicine, Helmholtz Zentrum München, Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Brian W Miller
- Department of Radiation Oncology, School of Medicine, University of Colorado, Aurora, CO, 80045, USA
- College of Optical Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Balázs Madas
- Environmental Physics Department, MTA Centre for Energy Research, Budapest, Hungary
| | - Manuel Bardiès
- Centre de Recherches en Cancérologie de Toulouse, UMR 1037, INSERM Université Paul Sabatier, Toulouse, France
| | - Imre Balásházy
- Environmental Physics Department, MTA Centre for Energy Research, Budapest, Hungary
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13
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O'Steen S, Comstock ML, Orozco JJ, Hamlin DK, Wilbur DS, Jones JC, Kenoyer A, Nartea ME, Lin Y, Miller BW, Gooley TA, Tuazon SA, Till BG, Gopal AK, Sandmaier BM, Press OW, Green DJ. The α-emitter astatine-211 targeted to CD38 can eradicate multiple myeloma in a disseminated disease model. Blood 2019; 134:1247-1256. [PMID: 31395601 PMCID: PMC6788008 DOI: 10.1182/blood.2019001250] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Accepted: 07/31/2019] [Indexed: 12/30/2022] Open
Abstract
Minimal residual disease (MRD) has become an increasingly prevalent and important entity in multiple myeloma (MM). Despite deepening responses to frontline therapy, roughly 75% of MM patients never become MRD-negative to ≤10-5, which is concerning because MRD-negative status predicts significantly longer survival. MM is highly heterogeneous, and MRD persistence may reflect survival of isolated single cells and small clusters of treatment-resistant subclones. Virtually all MM clones are exquisitely sensitive to radiation, and the α-emitter astatine-211 (211At) deposits prodigious energy within 3 cell diameters, which is ideal for eliminating MRD if effectively targeted. CD38 is a proven MM target, and we conjugated 211At to an anti-CD38 monoclonal antibody to create an 211At-CD38 therapy. When examined in a bulky xenograft model of MM, single-dose 211At-CD38 at 15 to 45 µCi at least doubled median survival of mice relative to untreated controls (P < .003), but no mice achieved complete remission and all died within 75 days. In contrast, in a disseminated disease model designed to reflect low-burden MRD, 3 studies demonstrated that single-dose 211At-CD38 at 24 to 45 µCi produced sustained remission and long-term survival (>150 days) for 50% to 80% of mice, where all untreated mice died in 20 to 55 days (P < .0001). Treatment toxicities were transient and minimal. These data suggest that 211At-CD38 offers the potential to eliminate residual MM cell clones in low-disease-burden settings, including MRD. We are optimistic that, in a planned clinical trial, addition of 211At-CD38 to an autologous stem cell transplant (ASCT) conditioning regimen may improve ASCT outcomes for MM patients.
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Affiliation(s)
- Shyril O'Steen
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Melissa L Comstock
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Johnnie J Orozco
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine and
| | - Donald K Hamlin
- Department of Radiation Oncology, University of Washington, Seattle, WA; and
| | - D Scott Wilbur
- Department of Radiation Oncology, University of Washington, Seattle, WA; and
| | - Jon C Jones
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Aimee Kenoyer
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Margaret E Nartea
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Yukang Lin
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Brian W Miller
- Department of Radiation Oncology, School of Medicine, University of Colorado, Aurora, CO
| | - Theodore A Gooley
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Sherilyn A Tuazon
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine and
| | - Brian G Till
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine and
| | - Ajay K Gopal
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine and
| | - Brenda M Sandmaier
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine and
| | - Oliver W Press
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine and
| | - Damian J Green
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Department of Medicine and
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14
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Tabatadze G, Miller BW, Tolmachev SY. Mapping 241Am Spatial Distribution Within Anatomical Bone Structures Using Digital Autoradiography. Health Phys 2019; 117:179-186. [PMID: 30299339 DOI: 10.1097/hp.0000000000000947] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Digital autoradiography with the ionizing radiation quantum imaging detector is used at the US Transuranium and Uranium Registries for visualizing the microdistribution of alpha particles from Am and quantifying the activity. The radionuclide spatial distribution was investigated within cortical and trabecular regions of bone samples from US Transuranium and Uranium Registries case 0846. Multiple specimens from the humerus proximal end, humerus proximal shaft, and clavicle acromial end were embedded in plastic, and 100-μm-thick sections were taken and imaged using the ionizing radiation quantum imaging detector. The detector images were superimposed on the anatomical structure images to visualize Am distribution in cortical bone, trabecular bone, and trabecular spongiosa. Activity concentration ratios were used to characterize Am distribution within different bone regions. The trabecular-to-cortical bone and trabecular-spongiosa-to-cortical bone activity concentration ratios were quantified in both humerus and clavicle. The ionizing radiation quantum imaging detector results were in agreement with those obtained from radiochemical analysis of the remaining bone specimens. The results were compared with International Commission on Radiological Protection default biokinetic model predictions. Digital autoradiography was proven to be an effective method for microscale heterogeneous distribution studies where traditional counting methods are impractical.
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Affiliation(s)
- George Tabatadze
- US Transuranium and Uranium Registries, College of Pharmacy, Washington State University, 1845 Terminal Drive, Suite 201, Richland, WA 99354
| | - Brian W Miller
- Department of Radiation Oncology, School of Medicine, University of Colorado, 13001 E. 17th Place, Aurora, CO 80045
- College of Optical Sciences, University of Arizona, 1630 E. University Blvd., Tucson, AZ 85721
| | - Sergei Y Tolmachev
- US Transuranium and Uranium Registries, College of Pharmacy, Washington State University, 1845 Terminal Drive, Suite 201, Richland, WA 99354
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15
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Abstract
Promising therapies are being developed or are in early-stage clinical trials that employ the use of alpha- and beta-emitting radionuclides to cure hematologic malignancies. However, these targeted radionuclide therapies have not yet met their expected potential for cancer treatment. A primary reason is lack of biodistribution, dosimetry, and dose-response information at cellular levels, which are directly related to optimal targeting, achieving a requisite therapeutic dose, and assessing the safety profile in normal organs and tissues. The current set of imaging tools, such as film autoradiography, scintigraphy, and SPECT/CT, available to researchers and clinicians do not allow the effective assessment of radiation absorbed dose distributions at cellular levels because resolutions are poor, measurement and analytical times are long, and the spatial resolutions are low-generally resulting in poor signal-to-noise ratios. Recently, new radiation digital autoradiography imaging tools have been developed that promise to address these challenges. They include scintillation-, gaseous-, and semiconductor-based radiation-detection technologies that localize the emission location of charged particles on an event-by-event basis at resolutions up to 20 µm FWHM for alpha and beta emitters. These imaging systems allow radionuclide activity concentrations to be quantified to unprecedented levels (mBq/µg) and provide real-time imaging and simultaneous imaging capabilities of both high- and low-activity samples without dynamic range limitations that plague traditional autoradiography. Additionally, large-area imagers are available (>20 × 20 cm2) to accommodate high-throughput imaging studies. This article reviews the various detector classes and their associated performance trade-offs to provide researchers with an overview of the current technologies available for selecting an optimal detector configuration to meet imaging requirement needs.
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Affiliation(s)
- Brian W Miller
- College of Optical Sciences, The University of Arizona, Tucson, AZ.
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16
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Asmussen RM, Pearce CI, Miller BW, Lawter AR, Neeway JJ, Lukens WW, Bowden ME, Miller MA, Buck EC, Serne RJ, Qafoku NP. Getters for improved technetium containment in cementitious waste forms. J Hazard Mater 2018; 341:238-247. [PMID: 28787657 DOI: 10.1016/j.jhazmat.2017.07.055] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 07/03/2017] [Accepted: 07/22/2017] [Indexed: 06/07/2023]
Abstract
A cementitious waste form, Cast Stone, is a possible candidate technology for the immobilization of low activity nuclear waste (LAW) at the Hanford site. This work focuses on the addition of getter materials to Cast Stone that can sequester Tc from the LAW, and in turn, lower Tc release from the Cast Stone. Two getters which produce different products upon sequestering Tc from LAW were tested: Sn(II) apatite (Sn-A) that removes Tc as a Tc(IV)-oxide and potassium metal sulfide (KMS-2) that removes Tc as a Tc(IV)-sulfide species, allowing for a comparison of stability of the form of Tc upon entering the waste form. The Cast Stone with KMS-2 getter had the best performance with addition equivalent to ∼0.08wt% of the total waste form mass. The observed diffusion (Dobs) of Tc decreased from 4.6±0.2×10-12cm2/s for Cast Stone that did not contain a getter to 5.4±0.4×10-13cm2/s for KMS-2 containing Cast Stone. It was found that Tc-sulfide species are more stable against re-oxidation within getter containing Cast Stone compared with Tc-oxide and is the origin of the decrease in Tc Dobs when using the KMS-2.
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Affiliation(s)
- R Matthew Asmussen
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA.
| | - Carolyn I Pearce
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
| | - Brian W Miller
- College of Optical Sciences, The University of Arizona, 1630 E University Blvd, Tucson, AZ, USA
| | - Amanda R Lawter
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
| | - James J Neeway
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
| | - Wayne W Lukens
- Lawrence Berkeley National Laboratory, 1 Cyclotron Road Berkeley, CA, USA
| | - Mark E Bowden
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
| | - Micah A Miller
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
| | - Edgar C Buck
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
| | - R Jeffery Serne
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
| | - Nikolla P Qafoku
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA, USA
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Miller BW, Symstad AJ, Frid L, Fisichelli NA, Schuurman GW. Co‐producing simulation models to inform resource management: a case study from southwest South Dakota. Ecosphere 2017. [DOI: 10.1002/ecs2.2020] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Affiliation(s)
- Brian W. Miller
- DOI North Central Climate Science Center U.S. Geological Survey 1499 Campus Delivery, Colorado State University Fort Collins Colorado 80523‐1499 USA
| | - Amy J. Symstad
- Northern Prairie Wildlife Research Center U.S. Geological Survey 26611 U.S. Highway 385 Hot Springs South Dakota 57747 USA
| | - Leonardo Frid
- Apex Resource Management Solutions Ltd. 937 Kingsmere Avenue Ottawa Ontario K2A 3K2 Canada
| | - Nicholas A. Fisichelli
- Forest Ecology Program Schoodic Institute at Acadia National Park PO Box 277 Winter Harbor Maine 04693 USA
| | - Gregor W. Schuurman
- National Park Service Natural Resource Stewardship and Science 1201 Oakridge Dr., Suite 200 Fort Collins Colorado 80525 USA
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18
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Lamart S, Miller BW, Van der Meeren A, Tazrart A, Angulo JF, Griffiths NM. Actinide bioimaging in tissues: Comparison of emulsion and solid track autoradiography techniques with the iQID camera. PLoS One 2017; 12:e0186370. [PMID: 29023595 PMCID: PMC5638496 DOI: 10.1371/journal.pone.0186370] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 09/28/2017] [Indexed: 12/28/2022] Open
Abstract
This work presents a comparison of three autoradiography techniques for imaging biological samples contaminated with actinides: emulsion-based, plastic-based autoradiography and a quantitative digital technique, the iQID camera, based on the numerical analysis of light from a scintillator screen. In radiation toxicology it has been important to develop means of imaging actinide distribution in tissues as these radionuclides may be heterogeneously distributed within and between tissues after internal contamination. Actinide distribution determines which cells are exposed to alpha radiation and is thus potentially critical for assessing absorbed dose. The comparison was carried out by generating autoradiographs of the same biological samples contaminated with actinides with the three autoradiography techniques. These samples were cell preparations or tissue sections collected from animals contaminated with different physico-chemical forms of actinides. The autoradiograph characteristics and the performances of the techniques were evaluated and discussed mainly in terms of acquisition process, activity distribution patterns, spatial resolution and feasibility of activity quantification. The obtained autoradiographs presented similar actinide distribution at low magnification. Out of the three techniques, emulsion autoradiography is the only one to provide a highly-resolved image of the actinide distribution inherently superimposed on the biological sample. Emulsion autoradiography is hence best interpreted at higher magnifications. However, this technique is destructive for the biological sample. Both emulsion- and plastic-based autoradiography record alpha tracks and thus enabled the differentiation between ionized forms of actinides and oxide particles. This feature can help in the evaluation of decorporation therapy efficacy. The most recent technique, the iQID camera, presents several additional features: real-time imaging, separate imaging of alpha particles and gamma rays, and alpha activity quantification. The comparison of these three autoradiography techniques showed that they are complementary and the choice of the technique depends on the purpose of the imaging experiment.
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Affiliation(s)
- Stephanie Lamart
- Laboratoire de RadioToxicologie, CEA, Université Paris-Saclay, Arpajon, France
- * E-mail:
| | - Brian W. Miller
- College of Optical Sciences, The University of Arizona, Tucson, Arizona, United States of America
| | - Anne Van der Meeren
- Laboratoire de RadioToxicologie, CEA, Université Paris-Saclay, Arpajon, France
| | - Anissa Tazrart
- Laboratoire de RadioToxicologie, CEA, Université Paris-Saclay, Arpajon, France
| | - Jaime F. Angulo
- Laboratoire de RadioToxicologie, CEA, Université Paris-Saclay, Arpajon, France
| | - Nina M. Griffiths
- Laboratoire de RadioToxicologie, CEA, Université Paris-Saclay, Arpajon, France
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Sofaer HR, Barsugli JJ, Jarnevich CS, Abatzoglou JT, Talbert MK, Miller BW, Morisette JT. Designing ecological climate change impact assessments to reflect key climatic drivers. Glob Chang Biol 2017; 23:2537-2553. [PMID: 28173628 DOI: 10.1111/gcb.13653] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Revised: 01/17/2017] [Accepted: 01/18/2017] [Indexed: 06/06/2023]
Abstract
Identifying the climatic drivers of an ecological system is a key step in assessing its vulnerability to climate change. The climatic dimensions to which a species or system is most sensitive - such as means or extremes - can guide methodological decisions for projections of ecological impacts and vulnerabilities. However, scientific workflows for combining climate projections with ecological models have received little explicit attention. We review Global Climate Model (GCM) performance along different dimensions of change and compare frameworks for integrating GCM output into ecological models. In systems sensitive to climatological means, it is straightforward to base ecological impact assessments on mean projected changes from several GCMs. Ecological systems sensitive to climatic extremes may benefit from what we term the 'model space' approach: a comparison of ecological projections based on simulated climate from historical and future time periods. This approach leverages the experimental framework used in climate modeling, in which historical climate simulations serve as controls for future projections. Moreover, it can capture projected changes in the intensity and frequency of climatic extremes, rather than assuming that future means will determine future extremes. Given the recent emphasis on the ecological impacts of climatic extremes, the strategies we describe will be applicable across species and systems. We also highlight practical considerations for the selection of climate models and data products, emphasizing that the spatial resolution of the climate change signal is generally coarser than the grid cell size of downscaled climate model output. Our review illustrates how an understanding of how climate model outputs are derived and downscaled can improve the selection and application of climatic data used in ecological modeling.
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Affiliation(s)
- Helen R Sofaer
- U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave, Bldg. C, Fort Collins, CO, 80526, USA
| | - Joseph J Barsugli
- University of Colorado, Cooperative Institute for Research in Environmental Sciences at the NOAA Earth System Research Laboratory, Physical Sciences Division, 325 Broadway Boulder, CO, 80305, USA
| | - Catherine S Jarnevich
- U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave, Bldg. C, Fort Collins, CO, 80526, USA
| | - John T Abatzoglou
- Department of Geography, University of Idaho, Moscow, ID, 83844, USA
| | - Marian K Talbert
- U.S. Geological Survey, Department of the Interior North Central Climate Science Center, Fort Collins, CO, 80523, USA
| | - Brian W Miller
- U.S. Geological Survey, Department of the Interior North Central Climate Science Center, Fort Collins, CO, 80523, USA
| | - Jeffrey T Morisette
- U.S. Geological Survey, Department of the Interior North Central Climate Science Center, Fort Collins, CO, 80523, USA
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20
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Tazrart A, Bolzinger MA, Coudert S, Lamart S, Miller BW, Angulo JF, Briançon S, Griffiths NM. Skin absorption of actinides: influence of solvents or chelates on skin penetration ex vivo. Int J Radiat Biol 2017; 93:607-616. [DOI: 10.1080/09553002.2017.1293865] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Anissa Tazrart
- iRCM/DRF/CEA, Laboratoire de Radio Toxicologie, CEA, Université Paris-Saclay, Arpajon, France
- UMR CNRS 5007, Laboratoire de Dermopharmacie et Cosmétologie, Laboratoire d’Automatique et de Génie des Procédés (LAGEP), Université de Lyon, Lyon, France
| | - Marie-Alexandrine Bolzinger
- UMR CNRS 5007, Laboratoire de Dermopharmacie et Cosmétologie, Laboratoire d’Automatique et de Génie des Procédés (LAGEP), Université de Lyon, Lyon, France
| | - Sylvie Coudert
- iRCM/DRF/CEA, Laboratoire de Radio Toxicologie, CEA, Université Paris-Saclay, Arpajon, France
| | - Stephanie Lamart
- iRCM/DRF/CEA, Laboratoire de Radio Toxicologie, CEA, Université Paris-Saclay, Arpajon, France
| | - Brian W. Miller
- College of Optical Sciences, The University of Arizona, Tucson, AZ, USA
| | - Jaime F. Angulo
- iRCM/DRF/CEA, Laboratoire de Radio Toxicologie, CEA, Université Paris-Saclay, Arpajon, France
| | - Stéphanie Briançon
- UMR CNRS 5007, Laboratoire de Dermopharmacie et Cosmétologie, Laboratoire d’Automatique et de Génie des Procédés (LAGEP), Université de Lyon, Lyon, France
| | - Nina M. Griffiths
- iRCM/DRF/CEA, Laboratoire de Radio Toxicologie, CEA, Université Paris-Saclay, Arpajon, France
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Miller BW, Frost SHL, Frayo SL, Kenoyer AL, Santos E, Jones JC, Green DJ, Hamlin DK, Wilbur DS, Fisher DR, Orozco JJ, Press OW, Pagel JM, Sandmaier BM. Quantitative single-particle digital autoradiography with α-particle emitters for targeted radionuclide therapy using the iQID camera. Med Phys 2016; 42:4094-105. [PMID: 26133610 DOI: 10.1118/1.4921997] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
PURPOSE Alpha-emitting radionuclides exhibit a potential advantage for cancer treatments because they release large amounts of ionizing energy over a few cell diameters (50-80 μm), causing localized, irreparable double-strand DNA breaks that lead to cell death. Radioimmunotherapy (RIT) approaches using monoclonal antibodies labeled with α emitters may thus inactivate targeted cells with minimal radiation damage to surrounding tissues. Tools are needed to visualize and quantify the radioactivity distribution and absorbed doses to targeted and nontargeted cells for accurate dosimetry of all treatment regimens utilizing α particles, including RIT and others (e.g., Ra-223), especially for organs and tumors with heterogeneous radionuclide distributions. The aim of this study was to evaluate and characterize a novel single-particle digital autoradiography imager, the ionizing-radiation quantum imaging detector (iQID) camera, for use in α-RIT experiments. METHODS The iQID camera is a scintillator-based radiation detection system that images and identifies charged-particle and gamma-ray/x-ray emissions spatially and temporally on an event-by-event basis. It employs CCD-CMOS cameras and high-performance computing hardware for real-time imaging and activity quantification of tissue sections, approaching cellular resolutions. In this work, the authors evaluated its characteristics for α-particle imaging, including measurements of intrinsic detector spatial resolutions and background count rates at various detector configurations and quantification of activity distributions. The technique was assessed for quantitative imaging of astatine-211 ((211)At) activity distributions in cryosections of murine and canine tissue samples. RESULTS The highest spatial resolution was measured at ∼20 μm full width at half maximum and the α-particle background was measured at a rate as low as (2.6 ± 0.5) × 10(-4) cpm/cm(2) (40 mm diameter detector area). Simultaneous imaging of multiple tissue sections was performed using a large-area iQID configuration (ø 11.5 cm). Estimation of the (211)At activity distribution was demonstrated at mBq/μg-levels. CONCLUSIONS Single-particle digital autoradiography of α emitters has advantages over traditional film-based autoradiographic techniques that use phosphor screens, in terms of spatial resolution, sensitivity, and activity quantification capability. The system features and characterization results presented in this study show that the iQID is a promising technology for microdosimetry, because it provides necessary information for interpreting alpha-RIT outcomes and for predicting the therapeutic efficacy of cell-targeted approaches using α emitters.
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Affiliation(s)
- Brian W Miller
- Pacific Northwest National Laboratory, Richland, Washington 99354 and College of Optical Sciences, The University of Arizona, Tucson, Arizona 85719
| | - Sofia H L Frost
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Shani L Frayo
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Aimee L Kenoyer
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Erlinda Santos
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Jon C Jones
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Damian J Green
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 and Department of Medicine, University of Washington, Seattle, Washington 98195
| | - Donald K Hamlin
- Department of Radiation Oncology, University of Washington, Seattle, Washington 98195
| | - D Scott Wilbur
- Department of Radiation Oncology, University of Washington, Seattle, Washington 98195
| | | | - Johnnie J Orozco
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109
| | - Oliver W Press
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 and Department of Medicine, University of Washington, Seattle, Washington 98195
| | - John M Pagel
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 and Department of Medicine, University of Washington, Seattle, Washington 98195
| | - Brenda M Sandmaier
- Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 and Department of Medicine, University of Washington, Seattle, Washington 98195
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Frost SHL, Miller BW, Bäck TA, Santos EB, Hamlin DK, Knoblaugh SE, Frayo SL, Kenoyer AL, Storb R, Press OW, Wilbur DS, Pagel JM, Sandmaier BM. α-Imaging Confirmed Efficient Targeting of CD45-Positive Cells After 211At-Radioimmunotherapy for Hematopoietic Cell Transplantation. J Nucl Med 2015; 56:1766-73. [PMID: 26338894 DOI: 10.2967/jnumed.115.162388] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 08/20/2015] [Indexed: 11/16/2022] Open
Abstract
UNLABELLED α-radioimmunotherapy targeting CD45 may substitute for total-body irradiation in hematopoietic cell transplantation (HCT) preparative regimens for lymphoma. Our goal was to optimize the anti-CD45 monoclonal antibody (mAb; CA12.10C12) protein dose for (211)At-radioimmunotherapy, extending the analysis to include intraorgan (211)At activity distribution and α-imaging-based small-scale dosimetry, along with immunohistochemical staining. METHODS Eight normal dogs were injected with either a 0.75 (n = 5) or 1.00 (n = 3) mg/kg dose of (211)At-B10-CA12.10C12 (11.5-27.6 MBq/kg). Two were euthanized and necropsied 19-22 h after injection, and 6 received autologous HCT 3 d after (211)At-radioimmunotherapy, after lymph node and bone marrow biopsies at 2-4 and/or 19 h after injection. Blood was sampled to study toxicity and clearance; CD45 targeting was evaluated by flow cytometry. (211)At localization and small-scale dosimetry were assessed using two α-imaging systems: an α-camera and an ionizing-radiation quantum imaging detector (iQID) camera. RESULTS (211)At uptake was highest in the spleen (0.31-0.61% injected activity [%IA]/g), lymph nodes (0.02-0.16 %IA/g), liver (0.11-0.12 %IA/g), and marrow (0.06-0.08 %IA/g). Lymphocytes in blood and marrow were efficiently targeted using either mAb dose. Lymph nodes remained unsaturated but displayed targeted (211)At localization in T lymphocyte-rich areas. Absorbed doses to blood, marrow, and lymph nodes were estimated at 3.1, 2.4, and 3.4 Gy/166 MBq, respectively. All transplanted dogs experienced transient hepatic toxicity. Liver enzyme levels were temporarily elevated in 5 of 6 dogs; one treated with 1.00 mg mAb/kg developed ascites and was euthanized 136 d after HCT. CONCLUSION (211)At-anti-CD45 radioimmunotherapy with 0.75 mg mAb/kg efficiently targeted blood and marrow without severe toxicity. Dosimetry calculations and observed radiation-induced effects indicated that sufficient (211)At-B10-CA12.10C12 localization was achieved for efficient conditioning for HCT.
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Affiliation(s)
- Sofia H L Frost
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Brian W Miller
- Pacific Northwest National Laboratory, Richland, Washington College of Optical Sciences, University of Arizona, Tucson, Arizona
| | - Tom A Bäck
- Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Erlinda B Santos
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Donald K Hamlin
- Department of Radiation Oncology, University of Washington, Seattle, Washington
| | - Sue E Knoblaugh
- Comparative Medicine Shared Resource, Fred Hutchinson Cancer Research Center, Seattle, Washington; and
| | - Shani L Frayo
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Aimee L Kenoyer
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Rainer Storb
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington Department of Medicine, University of Washington, Seattle, Washington
| | - Oliver W Press
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington Department of Medicine, University of Washington, Seattle, Washington
| | - D Scott Wilbur
- Department of Radiation Oncology, University of Washington, Seattle, Washington
| | - John M Pagel
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington Department of Medicine, University of Washington, Seattle, Washington
| | - Brenda M Sandmaier
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington Department of Medicine, University of Washington, Seattle, Washington
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Lin TJ, Jadallah M, Anderson RC, Baker AR, Nguyen-Jahiel K, Kim IH, Kuo LJ, Miller BW, Dong T, Wu X. Less is more: Teachers’ influence during peer collaboration. Journal of Educational Psychology 2015. [DOI: 10.1037/a0037758] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Lin TJ, Anderson RC, Jadallah M, Nguyen-Jahiel K, Kim IH, Kuo LJ, Miller BW, Logis HA, Dong T, Wu X, Li Y. Social influences on children's development of relational thinking during small-group discussions. Contemporary Educational Psychology 2015. [DOI: 10.1016/j.cedpsych.2014.12.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Frost SHL, Frayo SL, Miller BW, Orozco JJ, Booth GC, Hylarides MD, Lin Y, Green DJ, Gopal AK, Pagel JM, Bäck TA, Fisher DR, Press OW. Comparative efficacy of 177Lu and 90Y for anti-CD20 pretargeted radioimmunotherapy in murine lymphoma xenograft models. PLoS One 2015; 10:e0120561. [PMID: 25785845 PMCID: PMC4364776 DOI: 10.1371/journal.pone.0120561] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Accepted: 02/05/2015] [Indexed: 11/19/2022] Open
Abstract
PURPOSE Pretargeted radioimmunotherapy (PRIT) is a multi-step method of selectively delivering high doses of radiotherapy to tumor cells while minimizing exposure to surrounding tissues. Yttrium-90 (90Y) and lutetium-177 (177Lu) are two of the most promising beta-particle emitting radionuclides used for radioimmunotherapy, which despite having similar chemistries differ distinctly in terms of radiophysical features. These differences may have important consequences for the absorbed dose to tumors and normal organs. Whereas 90Y has been successfully applied in a number of preclinical and clinical radioimmunotherapy settings, there have been few published pretargeting studies with 177Lu. We therefore compared the therapeutic potential of targeting either 90Y or 177Lu to human B-cell lymphoma xenografts in mice. METHODS Parallel experiments evaluating the biodistribution, imaging, dosimetry, therapeutic efficacy, and toxicity were performed in female athymic nude mice bearing either Ramos (Burkitt lymphoma) or Granta (mantle cell lymphoma) xenografts, utilizing an anti-CD20 antibody-streptavidin conjugate (1F5-SA) and an 90Y- or 177Lu-labeled 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA)-biotin second step reagent. RESULTS The two radionuclides displayed comparable biodistributions in tumors and normal organs; however, the absorbed radiation dose delivered to tumor was more than twice as high for 90Y (1.3 Gy/MBq) as for 177Lu (0.6 Gy/MBq). More importantly, therapy with 90Y-DOTA-biotin was dramatically more effective than with 177Lu-DOTA-biotin, with 100% of Ramos xenograft-bearing mice cured with 37 MBq 90Y, whereas 0% were cured using identical amounts of 177Lu-DOTA-biotin. Similar results were observed in mice bearing Granta xenografts, with 80% of the mice cured with 90Y-PRIT and 0% cured with 177Lu-PRIT. Toxicities were comparable with both isotopes. CONCLUSION 90Y was therapeutically superior to 177Lu for streptavidin-biotin PRIT approaches in these human lymphoma xenograft models.
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Affiliation(s)
- Sofia H. L. Frost
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
- * E-mail:
| | - Shani L. Frayo
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Brian W. Miller
- Pacific Northwest National Laboratory, Richland, WA, United States of America
- College of Optical Sciences, The University of Arizona, Tucson, AZ, United States of America
| | - Johnnie J. Orozco
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Garrett C. Booth
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Mark D. Hylarides
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Yukang Lin
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Damian J. Green
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
- Departments of Medicine and Bioengineering, University of Washington, Seattle, WA, United States of America
| | - Ajay K. Gopal
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
- Departments of Medicine and Bioengineering, University of Washington, Seattle, WA, United States of America
| | - John M. Pagel
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
- Departments of Medicine and Bioengineering, University of Washington, Seattle, WA, United States of America
| | - Tom A. Bäck
- Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | | | - Oliver W. Press
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
- Departments of Medicine and Bioengineering, University of Washington, Seattle, WA, United States of America
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Miller BW, Gregory SJ, Fuller ES, Barrett HH, Barber HB, Furenlid LR. The iQID camera: An ionizing-radiation quantum imaging detector. Nucl Instrum Methods Phys Res A 2014; 767:146-152. [PMID: 26166921 PMCID: PMC4497505 DOI: 10.1016/j.nima.2014.05.070] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
We have developed and tested a novel, ionizing-radiation Quantum Imaging Detector (iQID). This scintillation-based detector was originally developed as a high-resolution gamma-ray imager, called BazookaSPECT, for use in single-photon emission computed tomography (SPECT). Recently, we have investigated the detector's response and imaging potential with other forms of ionizing radiation including alpha, neutron, beta, and fission fragment particles. The confirmed response to this broad range of ionizing radiation has prompted its new title. The principle operation of the iQID camera involves coupling a scintillator to an image intensifier. The scintillation light generated by particle interactions is optically amplified by the intensifier and then re-imaged onto a CCD/CMOS camera sensor. The intensifier provides sufficient optical gain that practically any CCD/CMOS camera can be used to image ionizing radiation. The spatial location and energy of individual particles are estimated on an event-by-event basis in real time using image analysis algorithms on high-performance graphics processing hardware. Distinguishing features of the iQID camera include portability, large active areas, excellent detection efficiency for charged particles, and high spatial resolution (tens of microns). Although modest, iQID has energy resolution that is sufficient to discriminate between particles. Additionally, spatial features of individual events can be used for particle discrimination. An important iQID imaging application that has recently been developed is real-time, single-particle digital autoradiography. We present the latest results and discuss potential applications.
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Affiliation(s)
- Brian W. Miller
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
- College of Optical Sciences, The University of Arizona, Tucson, AZ 85719, USA
- Corresponding author at: Pacific Northwest National Laboratory, Richland, WA 99352, USA. Tel.: +1 509 375 4447; fax: +1 509 371 7869. , (B.W. Miller)
| | | | - Erin S. Fuller
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
| | - Harrison H. Barrett
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, AZ 85719, USA
- College of Optical Sciences, The University of Arizona, Tucson, AZ 85719, USA
| | - H. Bradford Barber
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, AZ 85719, USA
- College of Optical Sciences, The University of Arizona, Tucson, AZ 85719, USA
| | - Lars R. Furenlid
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, AZ 85719, USA
- College of Optical Sciences, The University of Arizona, Tucson, AZ 85719, USA
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27
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Miller BW, Leslie PW, McCabe JT. Coping with Natural Hazards in a Conservation Context: Resource-Use Decisions of Maasai Households During Recent and Historical Droughts. Hum Ecol Interdiscip J 2014; 42:753-768. [PMID: 25506101 PMCID: PMC4261932 DOI: 10.1007/s10745-014-9683-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Analyzing people's decisions can reveal key variables that affect their behaviors. Despite the demonstrated utility of this approach, it has not been applied to livelihood decisions in the context of conservation initiatives. We used ethnographic decision modeling in combination with qualitative comparative analysis (QCA) to examine the herding decisions of Maasai households living near Tarangire National Park (TNP) during recent and historical droughts. The effects of the establishment of TNP on herding practices during drought were different than anticipated based on the size and reliability of several prominent resource areas that are now within the park. We found little evidence of people relying on these swamps and rivers for watering cattle during historical droughts; rather, these sites were more commonly used as grazing areas for small stock and wet-season grazing areas for cattle to avoid disease carried by calving wildebeest. Yet during the 2009 drought, many herders moved their livestock - especially cattle from outside of the study area - toward TNP in search of grazing. Our analysis of herding decisions demonstrates that resource-use decisions are complex and incorporate a variety of information beyond the size or reliability of a given resource area, including contextual factors (e.g., disease, conflict, grazing) and household factors (e.g., social capital, labor, herd size). More broadly, this research illustrates that pairing decision modeling with QCA is a structured approach to identifying these factors and understanding how opportunities, constraints, and perceptions influence how people respond to changes in resource access.
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Affiliation(s)
- Brian W. Miller
- Natural Resource Ecology Laboratory and North Central Climate Science Center, Colorado State University, Fort Collins, CO, USA
| | - Paul W. Leslie
- Department of Anthropology and Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - J. Terrence McCabe
- Department of Anthropology and Institute of Behavioral Science, University of Colorado at Boulder, Boulder, CO, USA
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28
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Han L, Miller BW, Barber HB, Nagarkar VV, Furenlid LR. A New Columnar CsI(Tl) Scintillator for iQID detectors. Proc SPIE Int Soc Opt Eng 2014; 9214:92140D. [PMID: 26146444 DOI: 10.1117/12.2066179] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
A 1650 μm thick columnar CsI(Tl) scintillator for upgrading iQID detectors, which is a high-resolution photon-counting gamma-ray and x-ray detector recently developed at the Center for Gamma-Ray Imaging (CGRI), has been studied in terms of sensitivity, spatial resolution and depth-of-interaction effects. To facilitate these studies, a new frame-parsing algorithm for processing raw event data is also proposed that has more degrees of freedom in data processing and can discriminate against a special kind of noise present in some low-cost intensifiers. The results show that in comparison with a 450 μm-thickness columnar CsI(Tl) scintillator, the 1650 μm thick CsI(Tl) scintillator provides more than twice the sensitivity at the expense of some spatial resolution degradation. The depth-of-interaction study also shows that event size and amplitude vary with scintillator thickness, which can assist in future detector simulations and 3D-interaction-position estimation.
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Affiliation(s)
- Ling Han
- College of Optical Sciences, University of Arizona, Tucson, AZ 85721, USA
| | - Brian W Miller
- College of Optical Sciences, University of Arizona, Tucson, AZ 85721, USA ; Pacific Northwest National Laboratory, Richland, WA 99352, USA
| | - H Bradford Barber
- College of Optical Sciences, University of Arizona, Tucson, AZ 85721, USA ; CGRI, Department of Medical Imaging, University of Arizona, Tucson, AZ 85721, USA
| | | | - Lars R Furenlid
- College of Optical Sciences, University of Arizona, Tucson, AZ 85721, USA ; CGRI, Department of Medical Imaging, University of Arizona, Tucson, AZ 85721, USA
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Dion MP, Liezers M, Farmer OT, Miller BW, Morley S, Barinaga C, Eiden G. Improving alpha spectrometry energy resolution by ion implantation with ICP-MS. J Radioanal Nucl Chem 2014. [DOI: 10.1007/s10967-014-3500-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Barber HB, Fastje D, Lemieux D, Grim GP, Furenlid LR, Miller BW, Parkhurst P, Nagarkar VV. Imaging properties of pixellated scintillators with deep pixels. Proc SPIE Int Soc Opt Eng 2014; 9215:92150F. [PMID: 26236070 PMCID: PMC4520554 DOI: 10.1117/12.2066172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
We have investigated the light-transport properties of scintillator arrays with long, thin pixels (deep pixels) for use in high-energy gamma-ray imaging. We compared 10×10 pixel arrays of YSO:Ce, LYSO:Ce and BGO (1mm × 1mm × 20 mm pixels) made by Proteus, Inc. with similar 10×10 arrays of LSO:Ce and BGO (1mm × 1mm × 15mm pixels) loaned to us by Saint-Gobain. The imaging and spectroscopic behaviors of these scintillator arrays are strongly affected by the choice of a reflector used as an inter-pixel spacer (3M ESR in the case of the Proteus arrays and white, diffuse-reflector for the Saint-Gobain arrays). We have constructed a 3700-pixel LYSO:Ce Prototype NIF Gamma-Ray Imager for use in diagnosing target compression in inertial confinement fusion. This system was tested at the OMEGA Laser and exhibited significant optical, inter-pixel cross-talk that was traced to the use of a single-layer of ESR film as an inter-pixel spacer. We show how the optical cross-talk can be mapped, and discuss correction procedures. We demonstrate a 10×10 YSO:Ce array as part of an iQID (formerly BazookaSPECT) imager and discuss issues related to the internal activity of 176Lu in LSO:Ce and LYSO:Ce detectors.
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Affiliation(s)
| | - David Fastje
- Center for Gamma-Ray Imaging, University of Arizona, Tucson, AZ
| | - Daniel Lemieux
- Center for Gamma-Ray Imaging, University of Arizona, Tucson, AZ ; Los Alamos National Laboratories, Los Alamos, NM
| | - Gary P Grim
- Los Alamos National Laboratories, Los Alamos, NM
| | - Lars R Furenlid
- Center for Gamma-Ray Imaging, University of Arizona, Tucson, AZ
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Abstract
Researchers have independently documented the effects of land use on rivers and threats to river management institutions, but the relationship between changes in institutional context and river condition is not well described. This study assesses the connections between resource management institutions, land use, and rivers by integrating social science, geospatial analysis, and geomorphology. In particular, we measured hydraulic geometry, sediment size distributions, and estimated sediment yield for four rivers in northern Tanzania and conducted semistructured interviews that assessed corresponding resource management institutions. Communities managed rivers through both customary (traditional, nonstate) and government institutions, but the differences in the resource management policies and practices of the study rivers themselves were fairly subtle. Clearer differences were found at broader scales; the four watersheds exhibited substantial differences in land cover change and sediment yield associated with the location of settlements, roadways, and cultivation. Unexpectedly, these recent land use changes did not initiate a geomorphic response in rivers. The long history of grazing by domestic and wild ungulates may have influenced water and sediment supplies such that river channel dimensions are more resistant to changes in land use than other systems or have already adjusted to predominant changes in boundary conditions. This would suggest that not all rivers will have the anticipated responses to contemporary land use changes because of antecedent land use patterns; over long time scales (centuries to millennia), the presence of grazers may actually increase the ability of rivers to withstand changes in land use. Our findings point to a need for further interdisciplinary study of dryland rivers and their shifts between system states, especially in areas with a long history of grazing, relatively recent changes in land use, and a dynamic social and institutional context.
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Affiliation(s)
- Brian W. Miller
- North Central Climate Science Center, Natural Resource
Ecology Laboratory, Colorado State University, Fort Collins, CO 80523, USA
| | - Martin W. Doyle
- Nicholas School of the Environment, Duke University,
Durham, NC 27708, USA
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Abstract
This work outlines the development of a multi-pinhole SPECT system designed to produce a synthetic-collimator image of a small field of view. The focused multi-pinhole collimator was constructed using rapid-prototyping and casting techniques. The collimator projects the field of view through forty-six pinholes when the detector is adjacent to the collimator. The detector is then moved further from the collimator to increase the magnification of the system. The amount of pinhole-projection overlap increases with the system magnification. There is no rotation in the system; a single tomographic angle is used in each system configuration. The maximum-likelihood expectation-maximization (MLEM) algorithm is implemented on graphics processing units to reconstruct the object in the field of view. Iterative reconstruction algorithms, such as MLEM, require an accurate model of the system response. For each system magnification, a sparsely-sampled system response is measured by translating a point source through a grid encompassing the field of view. The pinhole projections are individually identified and associated with their respective apertures. A 2D elliptical Gaussian model is applied to the pinhole projections on the detector. These coefficients are associated with the object-space location of the point source, and a finely-sampled system matrix is interpolated. Simulations with a hot-rod phantom demonstrate the efficacy of combining low-resolution non-multiplexed data with high-resolution multiplexed data to produce high-resolution reconstructions.
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Affiliation(s)
- Ronan J Havelin
- School of Physics, National University of Ireland Galway, Ireland
| | - Brian W Miller
- Pacific Northwest National Laboratory, Richland, WA 99352, USA
| | - Harrison H Barrett
- Center for Gamma-ray Imaging, University of Arizona, Tucson, AZ 85719, USA
| | - Lars R Furenlid
- Center for Gamma-ray Imaging, University of Arizona, Tucson, AZ 85719, USA
| | - J M Murphy
- Regenerative Medicine Institute, National University of Ireland Galway, Ireland
| | - Mark J Foley
- School of Physics, National University of Ireland Galway, Ireland
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Havelin RJ, Miller BW, Barrett HH, Furenlid LR, Murphy JM, Dwyer RM, Foley MJ. Design and performance of a small-animal imaging system using synthetic collimation. Phys Med Biol 2013; 58:3397-412. [PMID: 23618819 DOI: 10.1088/0031-9155/58/10/3397] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
This work outlines the design and construction of a single-photon emission computed tomography imaging system based on the concept of synthetic collimation. A focused multi-pinhole collimator is constructed using rapid-prototyping and casting techniques. The collimator projects the centre of the field of view (FOV) through 46 pinholes when the detector is adjacent to the collimator, with the number reducing towards the edge of the FOV. The detector is then moved further from the collimator to increase the magnification of the system. The object distance remains constant, and each new detector distance is a new system configuration. The level of overlap of the pinhole projections increases as the system magnification increases, but the number of projections subtended by the detector is reduced. There is no rotation in the system; a single tomographic angle is used in each system configuration. Image reconstruction is performed using maximum-likelihood expectation-maximization and an experimentally measured system matrix. The system matrix is measured for each configuration on a coarse grid, using a point source. The pinholes are individually identified and tracked, and a Gaussian fit is made to each projection. The coefficients of these fits are used to interpolate the system matrix. The system is validated experimentally with a hot-rod phantom. The Fourier crosstalk matrix is also measured to provide an estimate of the average spatial resolution along each axis over the entire FOV. The 3D synthetic-collimator image is formed by estimating the activity distribution within the FOV and summing the activities in the voxels along the axis perpendicular to the collimator face.
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Affiliation(s)
- R J Havelin
- School of Physics, National University of Ireland Galway, Ireland
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Park R, Miller BW, Jha AK, Furenlid LR, Hunter WCJ, Barrett HH. A Prototype Detector for a Novel High-Resolution PET System: BazookaPET. IEEE Nucl Sci Symp Conf Rec (1997) 2012; 2012:2123-2127. [PMID: 26316682 DOI: 10.1109/nssmic.2012.6551486] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We have designed and are developing a novel proof-of-concept PET system called BazookaPET. In order to complete the PET configuration, at least two detector elements are required to detect positron-electron annihilation events. Each detector element of the BazookaPET has two independent data acquisition channels. One side of the scintillation crystal is optically coupled to a 4×4 silicon photomultiplier (SiPM) array and the other side is a CCD-based gamma camera. Using these two separate channels, we can obtain data with high energy, temporal and spatial resolution data by associating the data outputs via several maximum-likelihood estimation (MLE) steps. In this work, we present the concept of the system and the prototype detector element. We focus on characterizing individual detector channels, and initial experimental calibration results are shown along with preliminary performance-evaluation results. We measured energy resolution and the integrated traces of the slit-beam images from both detector channel outputs. A photo-peak energy resolution of ~5.3% FWHM was obtained from the SiPM and ~48% FWHM from the CCD at 662 keV. We assumed SiPM signals follow Gaussian statistics and estimated the 2D interaction position using MLE. Based on our the calibration experiments, we computed the Cramér-Rao bound (CRB) for the SiPM detector channel and found that the CRB resolution is better than 1 mm in the center of the crystal.
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Affiliation(s)
- Ryeojin Park
- Department of Medical Imaging, University of Arizona, Tucson, AZ, 85724 USA. They are also with the College of Optical Sciences, University of Arizona, Tucson, AZ 85721 USA
| | - Brian W Miller
- Department of Radiology, University of Arizona, Tucson, AZ 85724 USA and is now appointed in Pacific Northwest National Laboratory, Radiation Detection and Nuclear Sciences Group, National Security Directorate, Richland, WA 99352 USA
| | - Abhinav K Jha
- Department of Medical Imaging, University of Arizona, Tucson, AZ, 85724 USA. They are also with the College of Optical Sciences, University of Arizona, Tucson, AZ 85721 USA
| | - Lars R Furenlid
- Department of Medical Imaging, University of Arizona, Tucson, AZ, 85724 USA. They are also with the College of Optical Sciences, University of Arizona, Tucson, AZ 85721 USA
| | - William C J Hunter
- Department of Radiology, University of Washington, Seattle, WA 98195 USA
| | - Harrison H Barrett
- Department of Medical Imaging, University of Arizona, Tucson, AZ, 85724 USA. They are also with the College of Optical Sciences, University of Arizona, Tucson, AZ 85721 USA
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Miller BW, Van Holen R, Barrett HH, Furenlid LR. A System Calibration and Fast Iterative Reconstruction Method for Next-Generation SPECT Imagers. IEEE Trans Nucl Sci 2012; 59:1990-1996. [PMID: 26236041 PMCID: PMC4520546 DOI: 10.1109/tns.2012.2198243] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Recently, high-resolution gamma cameras have been developed with detectors containing > 105-106 elements. Single-photon emission computed tomography (SPECT) imagers based on these detectors usually also have a large number of voxel bins and therefore face memory storage issues for the system matrix when performing fast tomographic reconstructions using iterative algorithms. To address these issues, we have developed a method that parameterizes the detector response to a point source and generates the system matrix on the fly during MLEM or OSEM on graphics hardware. The calibration method, interpolation of coefficient data, and reconstruction results are presented in the context of a recently commissioned small-animal SPECT imager, called FastSPECT III.
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Affiliation(s)
- Brian W. Miller
- Center for Gamma-Ray Imaging and the College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
| | - Roel Van Holen
- MEDISIP, Department of Electronics and Information Systems, Ghent University, B-9000 Ghent, Belgium
| | - Harrison H. Barrett
- Center for Gamma-Ray Imaging and the College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
| | - Lars R. Furenlid
- Center for Gamma-Ray Imaging and the College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
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Miller BW, Barber HB, Barrett HH, Liu Z, Nagarkar VV, Furenlid LR. Progress in BazookaSPECT: High-Resolution, Dynamic Scintigraphy with Large-Area Imagers. Proc SPIE Int Soc Opt Eng 2012; 8508:85080F. [PMID: 26346514 PMCID: PMC4558910 DOI: 10.1117/12.966810] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
We present recent progress in BazookaSPECT, a high-resolution, photon-counting gamma-ray detector. It is a new class of scintillation detector that combines columnar scintillators, image intensifiers, and CCD (charge-coupled device) or CMOS (complementary metal-oxide semiconductors) sensors for high-resolution imaging. A key feature of the BazookaSPECT paradigm is the capability to easily design custom detectors in terms of the desired intrinsic detector resolution and event detection rate. This capability is possible because scintillation light is optically amplified by the image intensifier prior to being imaging onto the CCD/CMOS sensor, thereby allowing practically any consumer-grade CCD/CMOS sensor to be used for gamma-ray imaging. Recent efforts have been made to increase the detector area by incorporating fiber-optic tapers between the scintillator and image intensifier, resulting in a 16× increase in detector area. These large-area BazookaSPECT detectors can be used for full-body imaging and we present preliminary results of their use as dynamic scintigraphy imagers for mice and rats. Also, we discuss ongoing and future developments in BazookaSPECT and the improved event-detection rate capability that is achieved using Graphics Processing Units (GPUs), multi-core processors, and new high-speed, USB 3.0 CMOS cameras.
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Affiliation(s)
- Brian W. Miller
- Pacific Northwest National Laboratory, Radiation Detection and Nuclear Sciences Group, National Security Directorate, Richland, WA 99352
| | - H. Bradford Barber
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, AZ 85719
| | | | - Zhonglin Liu
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, AZ 85719
| | | | - Lars R. Furenlid
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, AZ 85719
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Lin TJ, Anderson RC, Hummel JE, Jadallah M, Miller BW, Nguyen-Jahiel K, Morris JA, Kuo LJ, Kim IH, Wu X, Dong T. Children’s Use of Analogy During Collaborative Reasoning. Child Dev 2012; 83:1429-43. [DOI: 10.1111/j.1467-8624.2012.01784.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Abstract
Robust ways to meet objectives of environmental conservation and social and economic development remain elusive. This struggle may in part be related to insufficient understanding of the feedbacks between conservation initiatives and social-ecological systems, specifically, the ways in which conservation initiatives result in social changes that have secondary effects on the environments targeted by conservation. To explore this idea, we sampled peer-reviewed articles addressing the social and environmental dimensions of conservation and coded each paper according to its research focus and characterization of these feedbacks. The majority of articles in our sample focused either on the effect of conservation initiatives on people (e.g., relocation, employment) or the effect of people on the environment (e.g., fragmentation, conservation efficacy of traditional management systems). Few studies in our sample empirically addressed both the social dynamics resulting from conservation initiatives and subsequent environmental effects. In many cases, one was measured and the other was discussed anecdotally. Among the studies that describe feedbacks between social and environmental variables, there was more evidence of positive (amplifying) feedbacks between social and environmental outcomes (i.e., undesirable social outcomes yielded undesirable environmental effects and desirable social outcomes yielded desirable environmental effects). The major themes within the sampled literature include conflict between humans and wild animals, social movements, adaptive comanagement, loss of traditional management systems, traditional ecological knowledge, human displacement and risks to livelihoods, and conservation and development. The narratives associated with each theme can serve as hypotheses for facilitating further discussion about conservation issues and for catalyzing future studies of the feedbacks between conservation and social-ecological systems.
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Affiliation(s)
- Brian W Miller
- Curriculum for the Environment and Ecology, University of North Carolina at Chapel Hill, CB# 3275, Chapel Hill, NC 27599-3135, USA.
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Miller BW, Moore JW, Barrett HH, Fryé T, Adler S, Sery J, Furenlid LR. 3D printing in X-ray and Gamma-Ray Imaging: A novel method for fabricating high-density imaging apertures. Nucl Instrum Methods Phys Res A 2011; 659:262-268. [PMID: 22199414 PMCID: PMC3244175 DOI: 10.1016/j.nima.2011.08.051] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Advances in 3D rapid-prototyping printers, 3D modeling software, and casting techniques allow for cost-effective fabrication of custom components in gamma-ray and X-ray imaging systems. Applications extend to new fabrication methods for custom collimators, pinholes, calibration and resolution phantoms, mounting and shielding components, and imaging apertures. Details of the fabrication process for these components, specifically the 3D printing process, cold casting with a tungsten epoxy, and lost-wax casting in platinum are presented.
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Affiliation(s)
- Brian W. Miller
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, Arizona 85719, USA
- Corresponding author (Brian W. Miller), URL: http://www.gamma.radiology.arizona.edu (Brian W. Miller), Tel.: +1 520 626 2957 (Brian W. Miller), fax: +1 520 626 2892 (Brian W. Miller)
| | - Jared W. Moore
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, Arizona 85719, USA
| | - Harrison H. Barrett
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, Arizona 85719, USA
| | - Teresa Fryé
- TechForm Advanced Casting Technology, LLC, Portland, Oregon 97222, USA
| | | | - Joe Sery
- Tungsten Heavy Powder, San Diego, California 92121, USA
| | - Lars R. Furenlid
- Center for Gamma-Ray Imaging, The University of Arizona, Tucson, Arizona 85719, USA
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Dwyer RM, Ryan J, Havelin RJ, Morris JC, Miller BW, Liu Z, Flavin R, O'Flatharta C, Foley MJ, Barrett HH, Murphy JM, Barry FP, O'Brien T, Kerin MJ. Mesenchymal Stem Cell-mediated delivery of the sodium iodide symporter supports radionuclide imaging and treatment of breast cancer. Stem Cells 2011; 29:1149-57. [PMID: 21608083 DOI: 10.1002/stem.665] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Mesenchymal Stem Cells (MSCs) migrate specifically to tumors in vivo, and coupled with their capacity to bypass immune surveillance, are attractive vehicles for tumor-targeted delivery of therapeutic agents. This study aimed to introduce MSC-mediated expression of the sodium iodide symporter (NIS) for imaging and therapy of breast cancer. Tumor bearing animals received an intravenous or intratumoral injection of NIS expressing MSCs (MSC-NIS), followed by (99m) Technetium pertechnetate imaging 3-14 days later using a BazookaSPECT γ-camera. Tissue was harvested for analysis of human NIS (hNIS) expression by relative quantitative-polymerase chain reaction. Therapy animals received an i.p. injection of (131) I or saline 14 days after injection of MSC-NIS, and tumor volume was monitored for 8 weeks. After injection of MSC-NIS, BazookaSPECT imaging revealed an image of animal intestines and chest area at day 3, along with a visible weak tumor image. By day 14, the tumor was visible with a significant reduction in radionuclide accumulation in nontarget tissue observed. hNIS gene expression was detected in the intestines, heart, lungs, and tumors at early time points but later depleted in nontarget tissues and persisted at the tumor site. Based on imaging/biodistribution data, animals received a therapeutic dose of (131) I 14 days after MSC-NIS injection. This resulted in a significant reduction in tumor growth (mean ± SEM, 236 ± 62 mm(3) vs. 665 ± 204 mm(3) in controls). The ability to track MSC migration and transgene expression noninvasively in real time before therapy is a major advantage to this strategy. This promising data supports the feasibility of this approach as a novel therapy for breast cancer.
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Affiliation(s)
- Roisin M Dwyer
- Discipline of Surgery, National University of Ireland Galway, Ireland.
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Miller BW, Van Holen R, Barrett HH, Furenlid LR. A System Calibration and Fast Iterative Reconstruction Method for Next-Generation SPECT Imagers. IEEE Nucl Sci Symp Conf Rec (1997) 2011; 2011:3548-3553. [PMID: 26568672 DOI: 10.1109/nssmic.2011.6153666] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Recently, high-resolution gamma cameras have been developed with detectors containing> 105-106 elements. SPECT imagers based on these detectors usually also have a large number of voxel bins and therefore face memory storage issues for the system matrix when performing fast tomographic reconstructions using iterative algorithms. To address these issues, we have developed a method that parameterizes the detector response to a point source and generates the system matrix on the fly during MLEM or OSEM on graphics hardware. The calibration method, interpolation of coefficient data, and reconstruction results are presented in the context of a recently commissioned small-animal SPECT imager, called FastSPECT III.
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Affiliation(s)
- Brian W Miller
- Center for Gamma-Ray Imaging and the College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
| | - Roel Van Holen
- MEDISIP, Department of Electronics and Information Systems, Ghent University, B-9000 Ghent, Belgium. He is supported by a postdoctoral fellowship of the Research Foundation (FWO)
| | - Harrison H Barrett
- Center for Gamma-Ray Imaging and the College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
| | - Lars R Furenlid
- Center for Gamma-Ray Imaging and the College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
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Lemieux DA, Baudet C, Grim GP, Barber HB, Miller BW, Fasje D, Furenlid LR. Investigation of the possibility of gamma-ray diagnostic imaging of target compression at NIF. Proc SPIE Int Soc Opt Eng 2011; 8144:814407. [PMID: 23420688 DOI: 10.1117/12.895765] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
The National Ignition Facility at Lawrence Livermore National Laboratory is the world's leading facility to study the physics of igniting plasmas. Plasmas of hot deuterium and tritium, undergo d(t,n)α reactions that produce a 14.1 MeV neutron and 3.5 MeV a particle, in the center of mass. As these neutrons pass through the materials surrounding the hot core, they may undergo subsequent (n,x) reactions. For example, (12)C(n,n'γ)(12)C reactions occur in remnant debris from the polymer ablator resulting in a significant fluence of 4.44 MeV gamma-rays. Imaging of these gammas will enable the determination of the volumetric size and symmetry of the ablation; large size and high asymmetry is expected to correlate with poor compression and lower fusion yield. Results from a gamma-ray imaging system are expected to be complimentary to a neutron imaging diagnostic system already in place at the NIF. This paper describes initial efforts to design a gamma-ray imaging system for the NIF using the existing neutron imaging system as a baseline for study. Due to the cross-section and expected range of ablator areal densities, the gamma flux should be approximately 10(-3) of the neutron flux. For this reason, care must be taken to maximize the efficiency of the gamma-ray imaging system because it will be gamma starved. As with the neutron imager, use of pinholes and/or coded apertures are anticipated. Along with aperture and detector design, the selection of an appropriate scintillator is discussed. The volume of energy deposition of the interacting 4.44 MeV gamma-rays is a critical parameter limiting the imaging system spatial resolution. The volume of energy deposition is simulated with GEANT4, and plans to measure the volume of energy deposition experimentally are described. Results of tests on a pixellated LYSO scintillator are also presented.
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Affiliation(s)
- Daniel A Lemieux
- Physics Division, Los Alamos National Laboratories, NM 87545 ; Center for Gamma Ray Imaging, University of Arizona, Tucson, AZ 85724
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Goulding SP, Obara I, Lominac KD, Gould AT, Miller BW, Klugmann M, Szumlinski KK. Accumbens Homer2-mediated signaling: a factor contributing to mouse strain differences in alcohol drinking? Genes Brain Behav 2010; 10:111-26. [PMID: 20807241 DOI: 10.1111/j.1601-183x.2010.00647.x] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Alcohol-induced increases in nucleus accumbens glutamate actively regulate alcohol consumption, and the alcohol responsiveness of corticoaccumbens glutamate systems relates to genetic variance in alcohol reward. Here, we extend earlier data for inbred mouse strain differences in accumbens glutamate by examining for differences in basal and alcohol-induced changes in the striatal expression of glutamate-related signaling molecules between inbred C57BL/6J and DBA2/J mice. Repeated alcohol treatment (8 × 2 g/kg) increased the expression of Group1 metabotropic glutamate receptors, the NR2a/b subunits of the N-methyl-D-aspartate receptor, Homer2a/b, as well as the activated forms of protein kinase C (PKC) epsilon and phosphoinositol-3-kinase within ventral, but not dorsal, striatum. Regardless of prior alcohol experience, C57BL/6J mice exhibited higher accumbens levels of mGluR1/5, Homer2a/b, NR2a and activated kinases vs. DBA2/J mice, whereas an alcohol-induced rise in dorsal striatum mGluR1/5 expression was observed only in C57BL/6J mice. We next employed virus-mediated gene transfer approaches to ascertain the functional relevance of the observed strain difference in accumbens Homer2 expression for B6/D2 differences in alcohol-induced glutamate sensitization, as well as alcohol preference/intake. Manipulating nucleus accumbens shell Homer2b expression actively regulated these measures in C57BL/6J mice, whereas DBA2/J mice were relatively insensitive to the neurochemical and behavioral effects of virus-mediated changes in Homer2 expression. These data support the over-arching hypothesis that augmented accumbens Homer2-mediated glutamate signaling may be an endophenotype related to genetic variance in alcohol consumption. If relevant to humans, such data pose polymorphisms affecting glutamate receptor/Homer2 signaling in the etiology of alcoholism.
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Affiliation(s)
- S P Goulding
- Department of Psychology and Neuroscience Research Institute, University of California at Santa Barbara, Santa Barbara, CA 93106-9660, USA
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Miller BW, Breckheimer I, McCleary AL, Guzmán-Ramirez L, Caplow SC, Jones-Smith JC, Walsh SJ. Using stylized agent-based models for population-environment research: A case study from the Galápagos Islands. Popul Environ 2010; 75:279-287. [PMID: 20539752 PMCID: PMC2881671 DOI: 10.1007/s11111-010-0110-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Agent Based Models (ABMs) are powerful tools for population-environment research but are subject to trade-offs between model complexity and abstraction. This study strikes a compromise between abstract and highly specified ABMs by designing a spatially explicit, stylized ABM and using it to explore policy scenarios in a setting that is facing substantial conservation and development challenges. Specifically, we present an ABM that reflects key Land Use / Land Cover (LULC) dynamics and livelihood decisions on Isabela Island in the Galápagos Archipelago of Ecuador. We implement the model using the NetLogo software platform, a free program that requires relatively little programming experience. The landscape is composed of a satellite-derived distribution of a problematic invasive species (common guava) and a stylized representation of the Galápagos National Park, the community of Puerto Villamil, the agricultural zone, and the marine area. The agent module is based on publicly available data and household interviews, and represents the primary livelihoods of the population in the Galápagos Islands - tourism, fisheries, and agriculture. We use the model to enact hypothetical agricultural subsidy scenarios aimed at controlling invasive guava and assess the resulting population and land cover dynamics. Findings suggest that spatially explicit, stylized ABMs have considerable utility, particularly during preliminary stages of research, as platforms for (1) sharpening conceptualizations of population-environment systems, (2) testing alternative scenarios, and (3) uncovering critical data gaps.
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Affiliation(s)
- Brian W. Miller
- Curriculum for the Environment and Ecology & Carolina Population Center, University of North Carolina at Chapel Hill, NC, USA
| | - Ian Breckheimer
- Curriculum for the Environment and Ecology & Department of Geography, University of North Carolina at Chapel Hill, NC, USA
| | - Amy L. McCleary
- Department of Geography & Carolina Population Center, University of North Carolina at Chapel Hill, NC, USA
| | - Liza Guzmán-Ramirez
- Curriculum for the Environment and Ecology & Carolina Population Center, University of North Carolina at Chapel Hill, NC, USA
| | - Susan C. Caplow
- Curriculum for the Environment and Ecology & Carolina Population Center, University of North Carolina at Chapel Hill, NC, USA
| | - Jessica C. Jones-Smith
- Gillings School of Global Public Health & Carolina Population Center, University of North Carolina at Chapel Hill, NC, USA
| | - Stephen J. Walsh
- Department of Geography, Center for Galapagos Studies & Carolina Population Center, University of North Carolina at Chapel Hill, NC, USA
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Fan H, Durko HL, Moore SK, Moore J, Miller BW, Furenlid LR, Pradhan S, Barrett HH. DR with a DSLR: Digital Radiography with a Digital Single-Lens Reflex camera. Proc SPIE Int Soc Opt Eng 2010; 7622:76225E. [PMID: 21516238 DOI: 10.1117/12.844056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
An inexpensive, portable digital radiography (DR) detector system for use in remote regions has been built and evaluated. The system utilizes a large-format digital single-lens reflex (DSLR) camera to capture the image from a standard fluorescent screen. The large sensor area allows relatively small demagnification factors and hence minimizes the light loss. The system has been used for initial phantom tests in urban hospitals and Himalayan clinics in Nepal, and it has been evaluated in the laboratory at the University of Arizona by additional phantom studies. Typical phantom images are presented in this paper, and a simplified discussion of the detective quantum efficiency of the detector is given.
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Affiliation(s)
- Helen Fan
- College of Optical Sciences, University of Arizona, Tucson, AZ 85721
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Miller BW, Furenlid LR, Moore SK, Barber HB, Nagarkar VV, Barrett HH. System Integration of FastSPECT III, a Dedicated SPECT Rodent-Brain Imager Based on BazookaSPECT Detector Technology. IEEE Nucl Sci Symp Conf Rec (1997) 2009; Oct. 24 2009-Nov. 1 2009:4004-4008. [PMID: 21218137 PMCID: PMC3017366 DOI: 10.1109/nssmic.2009.5401924] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
FastSPECT III is a stationary, single-photon emission computed tomography (SPECT) imager designed specifically for imaging and studying neurological pathologies in rodent brain, including Alzheimer's and Parkinsons's disease. Twenty independent BazookaSPECT [1] gamma-ray detectors acquire projections of a spherical field of view with pinholes selected for desired resolution and sensitivity. Each BazookaSPECT detector comprises a columnar CsI(Tl) scintillator, image-intensifier, optical lens, and fast-frame-rate CCD camera. Data stream back to processing computers via firewire interfaces, and heavy use of graphics processing units (GPUs) ensures that each frame of data is processed in real time to extract the images of individual gamma-ray events. Details of the system design, imaging aperture fabrication methods, and preliminary projection images are presented.
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Affiliation(s)
- Brian W Miller
- College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
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Miller BW, Moore JW, Gehm ME, Furenlid LR, Barrett HH. Novel Applications of Rapid Prototyping in Gamma-ray and X-ray Imaging. IEEE Nucl Sci Symp Conf Rec (1997) 2009; 2009:3322-3326. [PMID: 22984341 PMCID: PMC3439818 DOI: 10.1109/nssmic.2009.5401745] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Advances in 3D rapid-prototyping printers, 3D modeling software, and casting techniques allow for the fabrication of cost-effective, custom components in gamma-ray and x-ray imaging systems. Applications extend to new fabrication methods for custom collimators, pinholes, calibration and resolution phantoms, mounting and shielding components, and imaging apertures. Details of the fabrication process for these components are presented, specifically the 3D printing process, cold casting with a tungsten epoxy, and lost-wax casting in platinum.
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Affiliation(s)
- Brian W Miller
- B. W. Miller and J. W. Moore are with the College of Optical Sciences, L. R. Furenlid, H. H. Barrett, and H. B. Barber, are with the Department of Radiology Research and College of Optical Sciences, and M. E. Gehm is with the Department of Electrical and Computer Engineering and College of Optical Sciences, University of Arizona, Tucson, AZ 85724 USA
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Abstract
Recent progress on a high-resolution, photon-counting gamma-ray and x-ray imager called BazookaSPECT is presented. BazookaSPECT is an example of a new class of scintillation detectors based on integrating detectors such as CCD(charge-coupled device) or CMOS(complementary metal-oxide semiconductor) sensors. BazookaSPECT is unique in that it makes use of a scintillator in close proximity to a microchannel plate-based image intensifier for up-front optical amplification of scintillation light. We discuss progress made in bringing about compact BazookaSPECT modules and in real-time processing of event data using graphics processing units (GPUs). These advances are being implemented in the design of a high-resolution rodent brain imager called FastSPECT III. A key benefit of up-front optical gain is that any CCD/CMOS sensor can now be utilized for photon counting. We discuss the benefits and feasibility of using CMOS sensors as photon-counting detectors for digital radiography, with application in mammography and computed tomography (CT). We present as an appendix a formal method for comparing various photon-counting integrating detectors using objective statistical criteria.
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Affiliation(s)
- Brian W Miller
- College of Optical Sciences, University of Arizona, Tucson, AZ 85721
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Miller BW, Barrett HH, Furenlid LR, Barber HB, Hunter RJ. Recent advances in BazookaSPECT: Real-time data processing and the development of a gamma-ray microscope. Nucl Instrum Methods Phys Res A 2008; 591:272-275. [PMID: 19526045 PMCID: PMC2597870 DOI: 10.1016/j.nima.2008.03.072] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Recent advances have been made with the BazookaSPECT detector, a high-resolution CCD-based gamma camera which utilizes an MCP-based image intensifier for upfront optical gain. Operating the gamma camera at high frame rates leads to a massive amount of data throughput, thereby inducing the need for real-time processing. We have developed and implemented a list-mode algorithm which allows for real-time data acquisition and processing at high frame rates. This is accomplished with a graphics processing unit (GPU), which provides processing capabilities in addition to the CPU. We have also developed a gamma-ray microscope based on the BazookaSPECT detector and micro-coded apertures. Experimental phantom images show the gamma-ray microscope having an estimated reconstruction resolution of ~30 μm, an unprecedented resolution in gamma-ray imaging.
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Affiliation(s)
- Brian W. Miller
- * Corresponding author. Tel.: +1-520-626-2957; fax: +1-520-626-2892; e-mail:
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Miller BW, Barber HB, Barrett HH, Chen L, Taylor SJ. Photon-counting gamma camera based on columnar CsI(Tl) optically coupled to a back-illuminated CCD. Proc SPIE Int Soc Opt Eng 2007; 6510. [PMID: 20890397 DOI: 10.1117/12.710109] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Recent advances have been made in a new class of CCD-based, single-photon-counting gamma-ray detectors which offer sub-100 μm intrinsic resolutions.1-7 These detectors show great promise in small-animal SPECT and molecular imaging and exist in a variety of configurations. Typically, a columnar CsI(Tl) scintillator or a radiography screen (Gd(2)O(2)S:Tb) is imaged onto the CCD. Gamma-ray interactions are seen as clusters of signal spread over multiple pixels. When the detector is operated in a charge-integration mode, signal spread across pixels results in spatial-resolution degradation. However, if the detector is operated in photon-counting mode, the gamma-ray interaction position can be estimated using either Anger (centroid) estimation or maximum-likelihood position estimation resulting in a substantial improvement in spatial resolution.2 Due to the low-light-level nature of the scintillation process, CCD-based gamma cameras implement an amplification stage in the CCD via electron multiplying (EMCCDs)8-10 or via an image intensifier prior to the optical path.1We have applied ideas and techniques from previous systems to our high-resolution LumiSPECT detector.11, 12 LumiSPECT is a dual-modality optical/SPECT small-animal imaging system which was originally designed to operate in charge-integration mode. It employs a cryogenically cooled, high-quantum-efficiency, back-illuminated large-format CCD and operates in single-photon-counting mode without any intermediate amplification process. Operating in photon-counting mode, the detector has an intrinsic spatial resolution of 64 μm compared to 134 μm in integrating mode.
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Affiliation(s)
- Brian W Miller
- College of Optical Sciences and Department of Radiology, University of Arizona, Tucson, AZ 85721
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