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Siva NK, Bauer C, Glover C, Stolin A, Chandi S, Melnick H, Marano G, Parker B, Mandich M, Lewis JW, Qi J, Gao S, Nott K, Majewski S, Brefczynski-Lewis JA. Real-time motion-enabling positron emission tomography of the brain of upright ambulatory humans. COMMUNICATIONS MEDICINE 2024; 4:117. [PMID: 38872007 PMCID: PMC11176317 DOI: 10.1038/s43856-024-00547-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 06/05/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Mobile upright PET devices have the potential to enable previously impossible neuroimaging studies. Currently available options are imagers with deep brain coverage that severely limit head/body movements or imagers with upright/motion enabling properties that are limited to only covering the brain surface. METHODS In this study, we test the feasibility of an upright, motion-compatible brain imager, our Ambulatory Motion-enabling Positron Emission Tomography (AMPET) helmet prototype, for use as a neuroscience tool by replicating a variant of a published PET/fMRI study of the neurocorrelates of human walking. We validate our AMPET prototype by conducting a walking movement paradigm to determine motion tolerance and assess for appropriate task related activity in motor-related brain regions. Human participants (n = 11 patients) performed a walking-in-place task with simultaneous AMPET imaging, receiving a bolus delivery of F18-Fluorodeoxyglucose. RESULTS Here we validate three pre-determined measure criteria, including brain alignment motion artifact of less than <2 mm and functional neuroimaging outcomes consistent with existing walking movement literature. CONCLUSIONS The study extends the potential and utility for use of mobile, upright, and motion-tolerant neuroimaging devices in real-world, ecologically-valid paradigms. Our approach accounts for the real-world logistics of an actual human participant study and can be used to inform experimental physicists, engineers and imaging instrumentation developers undertaking similar future studies. The technical advances described herein help set new priorities for facilitating future neuroimaging devices and research of the human brain in health and disease.
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Affiliation(s)
- Nanda K Siva
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | | | - Colson Glover
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Alexander Stolin
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Sonia Chandi
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Helen Melnick
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Gary Marano
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Benjamin Parker
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - MaryBeth Mandich
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - James W Lewis
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Jinyi Qi
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, USA
| | - Si Gao
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Kaylee Nott
- Department of Neuroscience, West Virginia University, P.O. Box 9303, Morgantown, WV, USA
| | - Stan Majewski
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, USA
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D'Elia A, Schiavi S, Soluri A, Massari R, Soluri A, Trezza V. Role of Nuclear Imaging to Understand the Neural Substrates of Brain Disorders in Laboratory Animals: Current Status and Future Prospects. Front Behav Neurosci 2020; 14:596509. [PMID: 33362486 PMCID: PMC7759612 DOI: 10.3389/fnbeh.2020.596509] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 11/23/2020] [Indexed: 12/18/2022] Open
Abstract
Molecular imaging, which allows the real-time visualization, characterization and measurement of biological processes, is becoming increasingly used in neuroscience research. Scintigraphy techniques such as single photon emission computed tomography (SPECT) and positron emission tomography (PET) provide qualitative and quantitative measurement of brain activity in both physiological and pathological states. Laboratory animals, and rodents in particular, are essential in neuroscience research, providing plenty of models of brain disorders. The development of innovative high-resolution small animal imaging systems together with their radiotracers pave the way to the study of brain functioning and neurotransmitter release during behavioral tasks in rodents. The assessment of local changes in the release of neurotransmitters associated with the performance of a given behavioral task is a turning point for the development of new potential drugs for psychiatric and neurological disorders. This review addresses the role of SPECT and PET small animal imaging systems for a better understanding of brain functioning in health and disease states. Brain imaging in rodent models faces a series of challenges since it acts within the boundaries of current imaging in terms of sensitivity and spatial resolution. Several topics are discussed, including technical considerations regarding the strengths and weaknesses of both technologies. Moreover, the application of some of the radioligands developed for small animal nuclear imaging studies is discussed. Then, we examine the changes in metabolic and neurotransmitter activity in various brain areas during task-induced neural activation with special regard to the imaging of opioid, dopaminergic and cannabinoid receptors. Finally, we discuss the current status providing future perspectives on the most innovative imaging techniques in small laboratory animals. The challenges and solutions discussed here might be useful to better understand brain functioning allowing the translation of preclinical results into clinical applications.
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Affiliation(s)
- Annunziata D'Elia
- Institute of Biochemistry and Cell Biology, National Research Council of Italy (CNR), Rome, Italy
- Section of Biomedical Sciences and Technologies, Department of Science, University “Roma Tre”, Rome, Italy
| | - Sara Schiavi
- Section of Biomedical Sciences and Technologies, Department of Science, University “Roma Tre”, Rome, Italy
| | - Andrea Soluri
- Institute of Biochemistry and Cell Biology, National Research Council of Italy (CNR), Rome, Italy
| | - Roberto Massari
- Institute of Biochemistry and Cell Biology, National Research Council of Italy (CNR), Rome, Italy
| | - Alessandro Soluri
- Institute of Biochemistry and Cell Biology, National Research Council of Italy (CNR), Rome, Italy
| | - Viviana Trezza
- Section of Biomedical Sciences and Technologies, Department of Science, University “Roma Tre”, Rome, Italy
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Cannella N, Ubaldi M, Masi A, Bramucci M, Roberto M, Bifone A, Ciccocioppo R. Building better strategies to develop new medications in Alcohol Use Disorder: Learning from past success and failure to shape a brighter future. Neurosci Biobehav Rev 2019; 103:384-398. [PMID: 31112713 DOI: 10.1016/j.neubiorev.2019.05.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 05/10/2019] [Accepted: 05/15/2019] [Indexed: 12/11/2022]
Abstract
Alcohol Use Disorder (AUD) is a chronic disease that develops over the years. The complexity of the neurobiological processes contributing to the emergence of AUD and the neuroadaptive changes occurring during disease progression make it difficult to improve treatments. On the other hand, this complexity offers researchers the possibility to explore new targets. Over years of intense research several molecules were tested in AUD; in most cases, despite promising preclinical data, the clinical efficacy appeared insufficient to justify futher development. A prototypical example is that of corticotropin releasing factor type 1 receptor (CRF1R) antagonists that showed significant effectiveness in animal models of AUD but were largely ineffective in humans. The present article attempts to analyze the most recent venues in the development of new medications in AUD with a focus on the most promising drug targets under current exploration. Moreover, we delineate the importance of using a more integrated translational framework approach to correlate preclinical findings and early clinical data to enhance the probability to validate biological targets of interest.
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Affiliation(s)
- Nazzareno Cannella
- School of Pharmacy, Pharmacology Unit, University of Camerino, 62032 Camerino, Italy
| | - Massimo Ubaldi
- School of Pharmacy, Pharmacology Unit, University of Camerino, 62032 Camerino, Italy
| | - Alessio Masi
- School of Pharmacy, Pharmacology Unit, University of Camerino, 62032 Camerino, Italy
| | - Massimo Bramucci
- School of Pharmacy, Pharmacology Unit, University of Camerino, 62032 Camerino, Italy
| | - Marisa Roberto
- The Scripps Research Institute, Department of Neuroscience, La Jolla, CA, USA
| | - Angelo Bifone
- Center for Neuroscience and Cognitive Systems @UniTn, Istituto Italiano di Tecnologia, Corso Bettini 31, 38068 Rovereto, Italy; Department of Molecular Biotechnology and Health Science, University of Torino, Italy
| | - Roberto Ciccocioppo
- School of Pharmacy, Pharmacology Unit, University of Camerino, 62032 Camerino, Italy.
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Angelis GI, Gillam JE, Kyme AZ, Fulton RR, Meikle SR. Image-based modelling of residual blurring in motion corrected small animal PET imaging using motion dependent point spread functions. Biomed Phys Eng Express 2018. [DOI: 10.1088/2057-1976/aab922] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Development and Design of Next-Generation Head-Mounted Ambulatory Microdose Positron-Emission Tomography (AM-PET) System. SENSORS 2017; 17:s17051164. [PMID: 28534848 PMCID: PMC5470909 DOI: 10.3390/s17051164] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 04/14/2017] [Accepted: 05/12/2017] [Indexed: 11/25/2022]
Abstract
Several applications exist for a whole brain positron-emission tomography (PET) brain imager designed as a portable unit that can be worn on a patient’s head. Enabled by improvements in detector technology, a lightweight, high performance device would allow PET brain imaging in different environments and during behavioral tasks. Such a wearable system that allows the subjects to move their heads and walk—the Ambulatory Microdose PET (AM-PET)—is currently under development. This imager will be helpful for testing subjects performing selected activities such as gestures, virtual reality activities and walking. The need for this type of lightweight mobile device has led to the construction of a proof of concept portable head-worn unit that uses twelve silicon photomultiplier (SiPM) PET module sensors built into a small ring which fits around the head. This paper is focused on the engineering design of mechanical support aspects of the AM-PET project, both of the current device as well as of the coming next-generation devices. The goal of this work is to optimize design of the scanner and its mechanics to improve comfort for the subject by reducing the effect of weight, and to enable diversification of its applications amongst different research activities.
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Herde A, Ioanas HI, Boss S, Seifritz E, Ametamey S, Saab B. Using Tandem Behaviour-PET to Examine Dopaminergic Signalling Underlying Exploration. ACTA ACUST UNITED AC 2017. [DOI: 10.19185/matters.201702000008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Bauer CE, Brefczynski-Lewis J, Marano G, Mandich MB, Stolin A, Martone P, Lewis JW, Jaliparthi G, Raylman RR, Majewski S. Concept of an upright wearable positron emission tomography imager in humans. Brain Behav 2016; 6:e00530. [PMID: 27688946 PMCID: PMC5036439 DOI: 10.1002/brb3.530] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Revised: 05/19/2016] [Accepted: 06/12/2016] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Positron Emission Tomography (PET) is traditionally used to image patients in restrictive positions, with few devices allowing for upright, brain-dedicated imaging. Our team has explored the concept of wearable PET imagers which could provide functional brain imaging of freely moving subjects. To test feasibility and determine future considerations for development, we built a rudimentary proof-of-concept prototype (Helmet_PET) and conducted tests in phantoms and four human volunteers. METHODS Twelve Silicon Photomultiplier-based detectors were assembled in a ring with exterior weight support and an interior mechanism that could be adjustably fitted to the head. We conducted brain phantom tests as well as scanned four patients scheduled for diagnostic F(18-) FDG PET/CT imaging. For human subjects the imager was angled such that field of view included basal ganglia and visual cortex to test for typical resting-state pattern. Imaging in two subjects was performed ~4 hr after PET/CT imaging to simulate lower injected F(18-) FDG dose by taking advantage of the natural radioactive decay of the tracer (F(18) half-life of 110 min), with an estimated imaging dosage of 25% of the standard. RESULTS We found that imaging with a simple lightweight ring of detectors was feasible using a fraction of the standard radioligand dose. Activity levels in the human participants were quantitatively similar to standard PET in a set of anatomical ROIs. Typical resting-state brain pattern activation was demonstrated even in a 1 min scan of active head rotation. CONCLUSION To our knowledge, this is the first demonstration of imaging a human subject with a novel wearable PET imager that moves with robust head movements. We discuss potential research and clinical applications that will drive the design of a fully functional device. Designs will need to consider trade-offs between a low weight device with high mobility and a heavier device with greater sensitivity and larger field of view.
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Affiliation(s)
- Christopher E Bauer
- Center for Advanced Imaging West Virginia University Morgantown WV USA; Department of Radiology West Virginia University Morgantown WV USA; Center for Neuroscience West Virginia University Morgantown WV USA
| | - Julie Brefczynski-Lewis
- Center for Advanced Imaging West Virginia University Morgantown WV USA; Center for Neuroscience West Virginia University Morgantown WV USA; Department of Physiology and Pharmacology West Virginia University Morgantown WV USA
| | - Gary Marano
- Center for Advanced Imaging West Virginia University Morgantown WV USA; Department of Radiology West Virginia University Morgantown WV USA
| | - Mary-Beth Mandich
- Division of Physical Therapy Department of Human Performance West Virginia University Morgantown WV USA
| | - Alexander Stolin
- Center for Advanced Imaging West Virginia University Morgantown WV USA; Department of Radiology West Virginia University Morgantown WV USA
| | - Peter Martone
- Center for Advanced Imaging West Virginia University Morgantown WV USA; Department of Radiology West Virginia University Morgantown WV USA
| | - James W Lewis
- Center for Neuroscience West Virginia University Morgantown WV USA; Department of Neurobiology and Anatomy West Virginia University Morgantown WV USA
| | - Gangadhar Jaliparthi
- Center for Advanced Imaging West Virginia University Morgantown WV USA; Department of Radiology West Virginia University Morgantown WV USA
| | - Raymond R Raylman
- Center for Advanced Imaging West Virginia University Morgantown WV USA; Department of Radiology West Virginia University Morgantown WV USA
| | - Stan Majewski
- Department of Radiology and Medical Imaging University of Virginia Charlottesville VA USA
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Balasse L, Maerk J, Pain F, Genoux A, Fieux S, Lefebvre F, Morel C, Gisquet-Verrier P, Lanièce P, Zimmer L. PIXSIC: A Wireless Intracerebral Radiosensitive Probe in Freely Moving Rats. Mol Imaging 2015. [DOI: 10.2310/7290.2015.00020] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Affiliation(s)
- Laure Balasse
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Julia Maerk
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Frédéric Pain
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Aurelie Genoux
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Sylvain Fieux
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Françoise Lefebvre
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Christian Morel
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Pascale Gisquet-Verrier
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Philippe Lanièce
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
| | - Luc Zimmer
- From IMNC, CNRS, Université Paris Diderot, Université Paris Sud, Orsay, France; Lyon Neuroscience Research Center, INSERM, CNRS, Université Claude Bernard Lyon 1, France; Aix Marseille Université, CNRS/IN2P3, CPPM UMR 7346, Marseille, France; Paris Sud Neuroscience Center, CNRS, Universiteé Paris Sud, Orsay, France; and Hospices Civils de Lyon, Lyon, France
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Angelis GI, Kyme AZ, Ryder WJ, Fulton RR, Meikle SR. Attenuation correction for freely moving small animal brain PET studies based on a virtual scanner geometry. Phys Med Biol 2014; 59:5651-66. [DOI: 10.1088/0031-9155/59/19/5651] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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10
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Angelis GI, Ryder WJ, Bashar R, Fulton RR, Meikle SR. Impact of extraneous mispositioned events on motion-corrected brain SPECT images of freely moving animals. Med Phys 2014; 41:092502. [PMID: 25186411 DOI: 10.1118/1.4892931] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Single photon emission computed tomography (SPECT) brain imaging of freely moving small animals would allow a wide range of important neurological processes and behaviors to be studied, which are normally inhibited by anesthetic drugs or precluded due to the animal being restrained. While rigid body motion of the head can be tracked and accounted for in the reconstruction, activity in the torso may confound brain measurements, especially since motion of the torso is more complex (i.e., nonrigid) and not well correlated with that of the head. The authors investigated the impact of mispositioned events and attenuation due to the torso on the accuracy of motion corrected brain images of freely moving mice. METHODS Monte Carlo simulations of a realistic voxelized mouse phantom and a dual compartment phantom were performed. Each phantom comprised a target and an extraneous compartment which were able to move independently of each other. Motion correction was performed based on the known motion of the target compartment only. Two SPECT camera geometries were investigated: a rotating single head detector and a stationary full ring detector. The effects of motion, detector geometry, and energy of the emitted photons (hence, attenuation) on bias and noise in reconstructed brain regions were evaluated. RESULTS The authors observed two main sources of bias: (a) motion-related inconsistencies in the projection data and (b) the mismatch between attenuation and emission. Both effects are caused by the assumption that the orientation of the torso is difficult to track and model, and therefore cannot be conveniently corrected for. The motion induced bias in some regions was up to 12% when no attenuation effects were considered, while it reached 40% when also combined with attenuation related inconsistencies. The detector geometry (i.e., rotating vs full ring) has a big impact on the accuracy of the reconstructed images, with the full ring detector being more advantageous. CONCLUSIONS Motion-induced inconsistencies in the projection data and attenuation/emission mismatch are the two main causes of bias in reconstructed brain images when there is complex motion. It appears that these two factors have a synergistic effect on the qualitative and quantitative accuracy of the reconstructed images.
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Affiliation(s)
- Georgios I Angelis
- Faculty of Health Sciences and Brain and Mind Research Institute, The University of Sydney, Sydney, NSW 2006, Australia
| | - William J Ryder
- Faculty of Health Sciences and Brain and Mind Research Institute, The University of Sydney, Sydney, NSW 2006, Australia
| | - Rezaul Bashar
- Faculty of Health Sciences and Brain and Mind Research Institute, The University of Sydney, Sydney, NSW 2006, Australia
| | - Roger R Fulton
- Faculty of Health Sciences and Brain and Mind Research Institute, The University of Sydney, Sydney, NSW 2006, Australia; School of Physics, University of Sydney, Sydney, NSW 2006, Australia; and Department of Medical Physics, Westmead Hospital, Sydney, NSW 2145, Australia
| | - Steven R Meikle
- Faculty of Health Sciences and Brain and Mind Research Institute, The University of Sydney, Sydney, NSW 2006, Australia
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Kuntner C. Kinetic modeling in pre-clinical positron emission tomography. Z Med Phys 2014; 24:274-85. [PMID: 24629308 DOI: 10.1016/j.zemedi.2014.02.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2013] [Revised: 02/11/2014] [Accepted: 02/11/2014] [Indexed: 12/11/2022]
Abstract
Pre-clinical positron emission tomography (PET) has evolved in the last few years from pure visualization of radiotracer uptake and distribution towards quantification of the physiological parameters. For reliable and reproducible quantification the kinetic modeling methods used to obtain relevant parameters of radiotracer tissue interaction are important. Here we present different kinetic modeling techniques with a focus on compartmental models including plasma input models and reference tissue input models. The experimental challenges off deriving the plasma input function in rodents and the effect of anesthesia are discussed. Finally, in vivo application of kinetic modeling in various areas of pre-clinical research is presented and compared to human data.
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Affiliation(s)
- Claudia Kuntner
- Biomedical Systems, Health & Environment Department, AIT Austrian Institute of Technology GmbH, Seibersdorf, Austria.
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12
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Märk J, Benoit D, Balasse L, Benoit M, Clémens JC, Fieux S, Fougeron D, Graber-Bolis J, Janvier B, Jevaud M, Genoux A, Gisquet-Verrier P, Menouni M, Pain F, Pinot L, Tourvielle C, Zimmer L, Morel C, Laniece P. A wireless beta-microprobe based on pixelated silicon for in vivo brain studies in freely moving rats. Phys Med Biol 2013; 58:4483-500. [PMID: 23760022 DOI: 10.1088/0031-9155/58/13/4483] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The investigation of neurophysiological mechanisms underlying the functional specificity of brain regions requires the development of technologies that are well adjusted to in vivo studies in small animals. An exciting challenge remains the combination of brain imaging and behavioural studies, which associates molecular processes of neuronal communications to their related actions. A pixelated intracerebral probe (PIXSIC) presents a novel strategy using a submillimetric probe for beta(+) radiotracer detection based on a pixelated silicon diode that can be stereotaxically implanted in the brain region of interest. This fully autonomous detection system permits time-resolved high sensitivity measurements of radiotracers with additional imaging features in freely moving rats. An application-specific integrated circuit (ASIC) allows for parallel signal processing of each pixel and enables the wireless operation. All components of the detector were tested and characterized. The beta(+) sensitivity of the system was determined with the probe dipped into radiotracer solutions. Monte Carlo simulations served to validate the experimental values and assess the contribution of gamma noise. Preliminary implantation tests on anaesthetized rats proved PIXSIC's functionality in brain tissue. High spatial resolution allows for the visualization of radiotracer concentration in different brain regions with high temporal resolution.
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Affiliation(s)
- J Märk
- CPPM, Aix-Marseille Université, CNRS/IN2P3, Marseille, France.
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Virdee K, Cumming P, Caprioli D, Jupp B, Rominger A, Aigbirhio FI, Fryer TD, Riss PJ, Dalley JW. Applications of positron emission tomography in animal models of neurological and neuropsychiatric disorders. Neurosci Biobehav Rev 2012; 36:1188-216. [PMID: 22342372 DOI: 10.1016/j.neubiorev.2012.01.009] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Revised: 01/26/2012] [Accepted: 01/31/2012] [Indexed: 01/08/2023]
Abstract
Positron emission tomography (PET) provides dynamic images of the biodistribution of radioactive tracers in the brain. Through application of the principles of compartmental analysis, tracer uptake can be quantified in terms of specific physiological processes such as cerebral blood flow, cerebral metabolic rate, and the availability of receptors in brain. Whereas early PET studies in animal models of brain diseases were hampered by the limited spatial resolution of PET instruments, dedicated small-animal instruments now provide molecular images of rodent brain with resolution approaching 1mm, the theoretic limit of the method. Major applications of PET for brain research have consisted of studies of animal models of neurological disorders, notably Parkinson's disease (PD), Alzheimer's disease (AD), and Huntington's disease (HD), stroke, epilepsy and traumatic brain injury; these studies have particularly benefited from selective neurochemical lesion models (PD), and also transgenic rodent models (AD, HD). Due to their complex and uncertain pathophysiologies, corresponding models of neuropsychiatric disorders have proven more difficult to establish. Historically, there has been an emphasis on PET studies of dopamine transmission, as assessed with a range of tracers targeting dopamine synthesis, plasma membrane transporters, and receptor binding sites. However, notable recent breakthroughs in molecular imaging include the development of greatly improved tracers for subtypes of serotonin, cannabinoid, and metabotropic glutamate receptors, as well as noradrenaline transporters, amyloid-β and neuroinflammatory changes. This article reviews the considerable recent progress in preclinical PET and discusses applications relevant to a number of neurological and neuropsychiatric disorders in humans.
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Affiliation(s)
- Kanwar Virdee
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK
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