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Zhu B, Jonathan H. A Review of Image Sensors Used in Near-Infrared and Shortwave Infrared Fluorescence Imaging. SENSORS (BASEL, SWITZERLAND) 2024; 24:3539. [PMID: 38894330 PMCID: PMC11175340 DOI: 10.3390/s24113539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/24/2024] [Accepted: 05/29/2024] [Indexed: 06/21/2024]
Abstract
To translate near-infrared (NIR) and shortwave infrared (SWIR) fluorescence imaging into the clinic, the paired imaging device needs to detect trace doses of fluorescent imaging agents. Except for the filtration scheme and excitation light source, the image sensor used will finally determine the detection limitations of NIR and SWIR fluorescence imaging systems. In this review, we investigate the current state-of-the-art image sensors used in NIR and SWIR fluorescence imaging systems and discuss the advantages and limitations of their characteristics, such as readout architecture and noise factors. Finally, the imaging performance of these image sensors is evaluated and compared.
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Affiliation(s)
- Banghe Zhu
- The Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center, Houston, TX 77030, USA
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2
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Pogue BW, Zhu TC, Ntziachristos V, Wilson BC, Paulsen KD, Gioux S, Nordstrom R, Pfefer TJ, Tromberg BJ, Wabnitz H, Yodh A, Chen Y, Litorja M. AAPM Task Group Report 311: Guidance for performance evaluation of fluorescence-guided surgery systems. Med Phys 2024; 51:740-771. [PMID: 38054538 DOI: 10.1002/mp.16849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 11/02/2023] [Accepted: 11/06/2023] [Indexed: 12/07/2023] Open
Abstract
The last decade has seen a large growth in fluorescence-guided surgery (FGS) imaging and interventions. With the increasing number of clinical specialties implementing FGS, the range of systems with radically different physical designs, image processing approaches, and performance requirements is expanding. This variety of systems makes it nearly impossible to specify uniform performance goals, yet at the same time, utilization of different devices in new clinical procedures and trials indicates some need for common knowledge bases and a quality assessment paradigm to ensure that effective translation and use occurs. It is feasible to identify key fundamental image quality characteristics and corresponding objective test methods that should be determined such that there are consistent conventions across a variety of FGS devices. This report outlines test methods, tissue simulating phantoms and suggested guidelines, as well as personnel needs and professional knowledge bases that can be established. This report frames the issues with guidance and feedback from related societies and agencies having vested interest in the outcome, coming from an independent scientific group formed from academics and international federal agencies for the establishment of these professional guidelines.
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Affiliation(s)
- Brian W Pogue
- Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
| | - Timothy C Zhu
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Vasilis Ntziachristos
- Institute for Biological and Medical Imaging, Technical University of Munich, Helmholtz Zentrum Munich, Munich, Germany
| | - Brian C Wilson
- Department of Medical Biophysics, University of Toronto, University Health Network, Toronto, Ontario, Canada
| | - Keith D Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
| | - Sylvain Gioux
- Department of Biomedical Engineering, University of Strasbourg, Strasbourg, France
| | - Robert Nordstrom
- Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - T Joshua Pfefer
- Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Bruce J Tromberg
- National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Arjun Yodh
- Department of Physics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Yu Chen
- Department of Biomedical Engineering, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Maritoni Litorja
- Sensor Science Division, National Institute of Standards and Technology, Gaithersburg, Maryland, USA
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3
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Sevick-Muraca EM, Fife CE, Rasmussen JC. Imaging peripheral lymphatic dysfunction in chronic conditions. Front Physiol 2023; 14:1132097. [PMID: 37007996 PMCID: PMC10050385 DOI: 10.3389/fphys.2023.1132097] [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: 12/26/2022] [Accepted: 02/17/2023] [Indexed: 03/17/2023] Open
Abstract
The lymphatics play important roles in chronic diseases/conditions that comprise the bulk of healthcare worldwide. Yet the ability to routinely image and diagnose lymphatic dysfunction, using commonly available clinical imaging modalities, has been lacking and as a result, the development of effective treatment strategies suffers. Nearly two decades ago, investigational near-infrared fluorescence lymphatic imaging and ICG lymphography were developed as routine diagnostic for clinically evaluating, quantifying, and treating lymphatic dysfunction in cancer-related and primary lymphedema, chronic venous disease, and more recently, autoimmune and neurodegenerative disorders. In this review, we provide an overview of what these non-invasive technologies have taught us about lymphatic (dys) function and anatomy in human studies and in corollary animal studies of human disease. We summarize by commenting on new impactful clinical frontiers in lymphatic science that remain to be facilitated by imaging.
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Affiliation(s)
- Eva M. Sevick-Muraca
- Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Caroline E. Fife
- Department of Geriatrics, Baylor College of Medicine, Houston, TX, United States
| | - John C. Rasmussen
- Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, United States
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Burgos D, Blumenkopf B, Afshari A, Snodderly K, Pfefer TJ. Biomimetic tissue phantoms for neurosurgical near-infrared fluorescence imaging. NEUROPHOTONICS 2023; 10:015007. [PMID: 36936998 PMCID: PMC10015182 DOI: 10.1117/1.nph.10.1.015007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 02/10/2023] [Indexed: 06/18/2023]
Abstract
SIGNIFICANCE Neurosurgical fluorescence imaging is a well-established clinical approach with a growing range of indications for use. However, this technology lacks effective phantom-based tools for development, performance testing, and clinician training. AIM Our primary aim was to develop and evaluate 3D-printed phantoms capable of optically and morphologically simulating neurovasculature under fluorescence angiography. APPROACH Volumetric digital maps of the circle of Willis with basilar and posterior communicator artery aneurysms, along with surrounding cerebral tissue, were generated. Phantoms were fabricated with a stereolithography printer using custom photopolymer composites, then visualized under white light and near-infrared fluorescence imaging. RESULTS Feature sizes of printed components were found to be within 13% of digital models. Phantoms exhibited realistic optical properties and convincingly recapitulated fluorescence angiography scenes. CONCLUSIONS Methods identified in this study can facilitate the development of realistic phantoms as powerful new tools for fluorescence imaging.
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Affiliation(s)
- David Burgos
- Food and Drug Administration, Center for Devices and Radiological Health, Silver Spring, Maryland, United States
| | - Bennett Blumenkopf
- Food and Drug Administration, Center for Devices and Radiological Health, Silver Spring, Maryland, United States
| | - Ali Afshari
- Food and Drug Administration, Center for Devices and Radiological Health, Silver Spring, Maryland, United States
| | - Kirstie Snodderly
- Food and Drug Administration, Center for Devices and Radiological Health, Silver Spring, Maryland, United States
| | - T. Joshua Pfefer
- Food and Drug Administration, Center for Devices and Radiological Health, Silver Spring, Maryland, United States
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5
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Esposito C, Borgogni R, Autorino G, Cerulo M, Carulli R, Esposito G, Del Conte F, Escolino M. Applications of Indocyanine Green-Guided Near-Infrared Fluorescence Imaging in Pediatric Minimally Invasive Surgery Urology: A Narrative Review. J Laparoendosc Adv Surg Tech A 2022; 32:1280-1287. [PMID: 36450121 DOI: 10.1089/lap.2022.0231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Background: Indocyanine green (ICG) is a fluorescent dye used for several indications in adult surgery, and, more recently, adopted also in the pediatric patients. This study aimed to review the literature published on the use of ICG near-infrared fluorescence (NIRF) in pediatric urology, to address its shortcomings and disadvantages and to detect the future perspectives. Materials and Methods: An electronic literature search of PubMed on all studies reporting use of ICG-NIRF in pediatrics was performed. We included only studies reporting ICG-NIRF application in minimally invasive surgery (MIS) for pediatric urology indications. Results: Forty-two articles reporting MIS procedures performed using ICG-NIRF in children were obtained, but only 15 studies that focused on urological applications of ICG-NIRF in children were included in this review. The included studies described use of ICG-NIRF for kidney malformations such as duplex system, kidney tumors, renal cysts, ureteral pathology, bladder malformations, varicocele, and lymph node sampling in tumors. The pediatric urological applications in which ICG-NIRF provided significant advantages included partial nephrectomy, lymphatics sparing varicocele repair, and oncological procedures. The ICG-NIRF use was clinically safe, without reported adverse systemic reactions in all pediatric series. The main drawback of this technology is the need of specific laparoscopic equipment such as camera system, light sources, and telescopes or the da Vinci Xi Robot, with the software for ICG-NIRF, Firefly®, already integrated within. Conclusions: ICG-enhanced fluorescence-guided surgery is gaining growing popularity among pediatric surgeons due to the excellent results that have been published until now. ICG-NIRF technology has proven to be safe, easy to use, not time-consuming, cheap, and very effective to improve intraoperative view and surgical ability. Nonetheless, further evidence, including larger series, longer follow-up, and more specific assessments, is necessary to confirm the preliminary results and enlarge the applications.
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Affiliation(s)
- Ciro Esposito
- Pediatric Surgery Unit, Department of Translational Medical Sciences, Federico II University Hospital, Naples, Italy
| | - Rachele Borgogni
- Pediatric Surgery Unit, Department of Translational Medical Sciences, Federico II University Hospital, Naples, Italy
| | - Giuseppe Autorino
- Pediatric Surgery Unit, Department of Translational Medical Sciences, Federico II University Hospital, Naples, Italy
| | - Mariapina Cerulo
- Pediatric Surgery Unit, Department of Translational Medical Sciences, Federico II University Hospital, Naples, Italy
| | - Roberto Carulli
- Pediatric Surgery Unit, Department of Translational Medical Sciences, Federico II University Hospital, Naples, Italy
| | - Giovanni Esposito
- Department of Advanced Biotechnologies, CEINGE, Center of Advanced Biotechnologies, Naples, Italy
| | - Fulvia Del Conte
- Pediatric Surgery Unit, Department of Translational Medical Sciences, Federico II University Hospital, Naples, Italy
| | - Maria Escolino
- Pediatric Surgery Unit, Department of Translational Medical Sciences, Federico II University Hospital, Naples, Italy
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Hacker L, Wabnitz H, Pifferi A, Pfefer TJ, Pogue BW, Bohndiek SE. Criteria for the design of tissue-mimicking phantoms for the standardization of biophotonic instrumentation. Nat Biomed Eng 2022; 6:541-558. [PMID: 35624150 DOI: 10.1038/s41551-022-00890-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 02/07/2022] [Indexed: 01/08/2023]
Abstract
A lack of accepted standards and standardized phantoms suitable for the technical validation of biophotonic instrumentation hinders the reliability and reproducibility of its experimental outputs. In this Perspective, we discuss general criteria for the design of tissue-mimicking biophotonic phantoms, and use these criteria and state-of-the-art developments to critically review the literature on phantom materials and on the fabrication of phantoms. By focusing on representative examples of standardization in diffuse optical imaging and spectroscopy, fluorescence-guided surgery and photoacoustic imaging, we identify unmet needs in the development of phantoms and a set of criteria (leveraging characterization, collaboration, communication and commitment) for the standardization of biophotonic instrumentation.
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Affiliation(s)
- Lina Hacker
- Department of Physics, University of Cambridge, Cambridge, UK.,Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Heidrun Wabnitz
- Physikalisch-Technische Bundesanstalt (PTB), Berlin, Germany
| | | | | | - Brian W Pogue
- Thayer School of Engineering, Dartmouth, Hanover, NH, USA
| | - Sarah E Bohndiek
- Department of Physics, University of Cambridge, Cambridge, UK. .,Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
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7
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Sterkenburg AJ, Hooghiemstra WTR, Schmidt I, Ntziachristos V, Nagengast WB, Gorpas D. Standardization and implementation of fluorescence molecular endoscopy in the clinic. JOURNAL OF BIOMEDICAL OPTICS 2022; 27:JBO-210302SS-PERR. [PMID: 35170264 PMCID: PMC8847121 DOI: 10.1117/1.jbo.27.7.074704] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 01/19/2022] [Indexed: 05/26/2023]
Abstract
SIGNIFICANCE Near-infrared fluorescence molecular endoscopy (NIR-FME) is an innovative technique allowing for in vivo visualization of molecular processes in hollow organs. Despite its potential for clinical translation, NIR-FME still faces challenges, for example, the lack of consensus in performing quality control and standardization of procedures and systems. This may hamper the clinical approval of the technology by authorities and its acceptance by endoscopists. Until now, several clinical trials using NIR-FME have been performed. However, most of these trials had different study designs, making comparison difficult. AIM We describe the need for standardization in NIR-FME, provide a pathway for setting up a standardized clinical study, and describe future perspectives for NIR-FME. Body: Standardization is challenging due to many parameters. Invariable parameters refer to the hardware specifications. Variable parameters refer to movement or tissue optical properties. Phantoms can be of aid when defining the influence of these variables or when standardizing a procedure. CONCLUSION There is a need for standardization in NIR-FME and hurdles still need to be overcome before a widespread clinical implementation of NIR-FME can be realized. When these hurdles are overcome, clinical outcomes can be compared and systems can be benchmarked, enabling clinical implementation.
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Affiliation(s)
- Andrea J. Sterkenburg
- University of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands
| | - Wouter T. R. Hooghiemstra
- University of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands
| | - Iris Schmidt
- University of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands
| | - Vasilis Ntziachristos
- Technical University of Munich, School of Medicine, Chair of Biological Imaging, Central Institute for Translational Cancer Research (TranslaTUM), Munich, Germany
- Helmholtz Zentrum München (GmbH), Institute of Biological and Medical Imaging, Neuherberg, Germany
| | - Wouter B. Nagengast
- University of Groningen, University Medical Center Groningen, Department of Gastroenterology and Hepatology, Groningen, The Netherlands
| | - Dimitris Gorpas
- Technical University of Munich, School of Medicine, Chair of Biological Imaging, Central Institute for Translational Cancer Research (TranslaTUM), Munich, Germany
- Helmholtz Zentrum München (GmbH), Institute of Biological and Medical Imaging, Neuherberg, Germany
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8
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Suprano A, Giordani T, Gianani I, Spagnolo N, Pinker K, Kupferman J, Arnon S, Klemm U, Gorpas D, Ntziachristos V, Sciarrino F. Propagation of structured light through tissue-mimicking phantoms. OPTICS EXPRESS 2020; 28:35427-35437. [PMID: 33379657 DOI: 10.1364/oe.402467] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 10/03/2020] [Indexed: 06/12/2023]
Abstract
Optical interrogation of tissues is broadly considered in biomedical applications. Nevertheless, light scattering by tissue limits the resolution and accuracy achieved when investigating sub-surface tissue features. Light carrying optical angular momentum or complex polarization profiles, offers different propagation characteristics through scattering media compared to light with unstructured beam profiles. Here we discuss the behaviour of structured light scattered by tissue-mimicking phantoms. We study the spatial and the polarization profile of the scattered modes as a function of a range of optical parameters of the phantoms, with varying scattering and absorption coefficients and of different lengths. These results show the non-trivial trade-off between the advantages of structured light profiles and mode broadening, stimulating further investigations in this direction.
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Kanniyappan U, Wang B, Yang C, Ghassemi P, Litorja M, Suresh N, Wang Q, Chen Y, Pfefer TJ. Performance test methods for near-infrared fluorescence imaging. Med Phys 2020; 47:3389-3401. [PMID: 32304583 PMCID: PMC7496362 DOI: 10.1002/mp.14189] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 03/03/2020] [Accepted: 04/10/2020] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Near-infrared fluorescence (NIRF) imaging using exogenous contrast has gained much attention as a technique for enhancing visualization of vasculature using untargeted agents, as well as for the detection and localization of cancer with targeted agents. In order to address the emerging need for standardization of NIRF imaging technologies, it is necessary to identify the best practices suitable for objective, quantitative testing of key image quality characteristics. Toward the development of a battery of test methods that are rigorous yet applicable to a wide variety of devices, we have evaluated techniques for phantom design, measurement, and calculation of specific performance metrics. METHODS Using a NIRF imaging system for indocyanine green imaging, providing excitation at 780 nm and detection above 830 nm, we explored methods to evaluate uniformity, field of view, spectral crosstalk, spatial resolution, depth of field, sensitivity, linearity, and penetration depth. These measurements were performed using fluorophore-doped multiwell plate and high turbidity planar phantoms, as well as a 3D-printed multichannel phantom and a USAF 1951 resolution target. RESULTS AND CONCLUSIONS Based on a wide range of approaches described in medical and fluorescence imaging literature, we have developed and demonstrated a cohesive battery of test methods for evaluation of fluorescence image quality in wide-field imagers. We also propose a number of key metrics that can facilitate direct, quantitative comparison of device performance. These methods have the potential to facilitate more uniform evaluation and inter-comparison of clinical and preclinical imaging systems than is typically achieved, with the long-term goal of establishing international standards for fluorescence image quality assessment.
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Affiliation(s)
- Udayakumar Kanniyappan
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA.,Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, MD, USA
| | - Bohan Wang
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Charles Yang
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Pejhman Ghassemi
- Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, MD, USA
| | - Maritoni Litorja
- National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Nitin Suresh
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Quanzeng Wang
- Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, MD, USA
| | - Yu Chen
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA.,Department of Biomedical Engineering, University of Massachusetts Amherst, MA, USA
| | - T Joshua Pfefer
- Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, MD, USA
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10
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Abstract
The present chapter summarizes progress with optical methods that go beyond human vision. The focus is on two particular technologies: fluorescence molecular imaging and optoacoustic (photoacoustic) imaging. The rationale for the selection of these two methods is that in contrast to optical microscopy techniques, both fluorescence and optoacoustic imaging can achieve large fields of view, i.e., spanning several centimeters in two or three dimensions. Such fields of views relate better to human vision and can visualize large parts of tissue, a necessary premise for clinical detection. Conversely, optical microscopy methods only scan millimeter-sized dimensions or smaller. With such operational capacity, optical microscopy methods need to be guided by another visualization technique in order to scan a very specific area in tissue and typically only provide superficial measurements, i.e., information from depths that are of the order of 0.05-1 mm. This practice has generally limited their clinical applicability to some niche applications, such as optical coherence tomography of the retina. On the other hand, fluorescence molecular imaging and optoacoustic imaging emerge as more global optical imaging methods with wide applications in surgery, endoscopy, and non-invasive clinical imaging, as summarized in the following. The current progress in this field is based on a volume of recent review and other literature that highlights key advances achieved in technology and biomedical applications. Context and figures from references from the authors of this chapter have been used here, as it reflects our general view of the current status of the field.
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Affiliation(s)
- Daniel Razansky
- Faculty of Medicine and Institute of Pharmacology and Toxicology, University of Zurich, Zurich, Switzerland
- Department of Information Technology and Electrical Engineering, Institute for Biomedical Engineering, ETH Zurich, Zurich, Switzerland
| | - Vasilis Ntziachristos
- Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany.
- Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany.
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11
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Mikhaylova E, Brooks J, Zuro D, Nouizi F, Kujawski M, Madabushi SS, Qi J, Zhang M, Chea J, Poku EK, Bowles N, Wong JYC, Shively JE, Yazaki PJ, Gulsen G, Cherry SR, Hui S. Prototype Small-Animal PET-CT Imaging System for Image-guided Radiation Therapy. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2019; 7:143207-143216. [PMID: 32435548 PMCID: PMC7239319 DOI: 10.1109/access.2019.2944683] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Molecular imaging is becoming essential for precision targeted radiation therapy, yet progress is hindered from a lack of integrated imaging and treatment systems. We report the development of a prototype positron emission tomography (PET) scanner integrated into a commercial cone beam computed tomography (CBCT) based small animal irradiation system for molecular-image-guided, targeted external beam radiation therapy. The PET component consists of two rotating Hamamatsu time-of-flight PET modules positioned with a bore diameter of 101.6 mm and a radial field-of-view of 53.1 mm. The measured energy resolution after linearity correction at 511 KeV was 12.9% and the timing resolution was 283.6 ps. The measured spatial resolutions at the field-of-view center and 5 mm off the radial center were 2.6 mm × 2.6 mm × 1.6 mm and 2.6 mm × 2.6 mm × 2.7 mm respectively. 18F-Fluorodeoxyglucose-based PET imaging of a NEMA NU 4-2008 phantom resolved cylindrical volumes with diameters as small as 3 mm. To validate the system in-vivo, we performed 64Cu-DOTA-M5A PET and computed tomography (CT) imaging of carcinoembryonic antigen (CEA)-positive colorectal cancer in athymic nude mice and compared the results with a commercially available Siemens Inveon PET/CT system. The prototype PET system performed comparably to the Siemens system for identifying the location, size, and shape of tumors. Regions of heterogeneous 64Cu-DOTA-M5A uptake were observed. Using 64Cu-DOTA-M5A PET and CT images, a Monte Carlo-based radiation treatment plan was created to escalate the dose to the 64Cu-DOTA-M5A-based, highly active, biological target volume while largely sparing the normal tissue. Results demonstrate the feasibility of molecular-image-guided treatment plans using the prototype theranostic system.
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Affiliation(s)
- Ekaterina Mikhaylova
- Department of Biomedical Engineering, University of California Davis, Davis, CA 95616 USA
| | - Jamison Brooks
- Department of Radiation Oncology, City of Hope, Duarte, CA 91010, USA
- Department of Radiation Oncology, University of Minnesota, Minneapolis 55455, MN
| | - Darren Zuro
- Department of Radiation Oncology, City of Hope, Duarte, CA 91010, USA
- Department of Radiation Oncology, University of Minnesota, Minneapolis 55455, MN
| | - Farouk Nouizi
- Department of Radiological Sciences, University of California Irvine, Irvine, CA 92697, USA
| | - Maciej Kujawski
- Molecular Imaging and Therapy, City of Hope, Duarte, CA 91010, USA
| | | | - Jinyi Qi
- Department of Biomedical Engineering, University of California Davis, Davis, CA 95616 USA
| | - Mengxi Zhang
- Department of Biomedical Engineering, University of California Davis, Davis, CA 95616 USA
| | - Junie Chea
- Radiopharmacy, City of Hope, Duarte, CA 91010, USA
| | | | | | | | - John E. Shively
- Molecular Imaging and Therapy, City of Hope, Duarte, CA 91010, USA
| | - Paul J Yazaki
- Molecular Imaging and Therapy, City of Hope, Duarte, CA 91010, USA
| | - Gultekin Gulsen
- Department of Radiological Sciences, University of California Irvine, Irvine, CA 92697, USA
| | - Simon R. Cherry
- Department of Biomedical Engineering, University of California Davis, Davis, CA 95616 USA
| | - Susanta Hui
- Department of Radiation Oncology, City of Hope, Duarte, CA 91010, USA
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12
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Gorpas D, Koch M, Anastasopoulou M, Bozhko D, Klemm U, Nieberler M, Ntziachristos V. Multi-Parametric Standardization of Fluorescence Imaging Systems Based on a Composite Phantom. IEEE Trans Biomed Eng 2019; 67:185-192. [PMID: 30990172 DOI: 10.1109/tbme.2019.2910733] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Fluorescence molecular imaging (FMI) has emerged as a promising tool for surgical guidance in oncology, with one of the few remaining challenges being the ability to offer quality control and data referencing. This paper investigates the use of a novel composite phantom to correct and benchmark FMI systems. METHODS This paper extends on previous work by describing a phantom design that can provide a more complete assessment of FMI systems through quantification of dynamic range and determination of spatial illumination patterns for both reflectance and fluorescence imaging. Various performance metrics are combined into a robust and descriptive "system benchmarking score," enabling not only the comprehensive comparison of different systems, but also for the first time, correction of the acquired data. RESULTS We show that systems developed for targeted fluorescence imaging can achieve benchmarking scores of up to 70%, while clinically available systems optimized for indocyanine green are limited to 50%, mostly due to greater leakage of ambient and excitation illumination and lower resolution. The image uniformity can also be approximated and employed for image flat-fielding, an important milestone toward data referencing. In addition, we demonstrate composite phantom use in assessing the performance of a surgical microscope and of a raster-scan imaging system. CONCLUSION Our results suggest that the new phantom has the potential to support high-fidelity FMI through benchmarking and image correction. SIGNIFICANCE Standardization of the FMI is a necessary process for establishing good imaging practices in clinical environments and for enabling high-fidelity imaging across patients and multi-center imaging studies.
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13
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Heinzmann K, Carter LM, Lewis JS, Aboagye EO. Multiplexed imaging for diagnosis and therapy. Nat Biomed Eng 2017; 1:697-713. [PMID: 31015673 DOI: 10.1038/s41551-017-0131-8] [Citation(s) in RCA: 104] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 08/02/2017] [Indexed: 12/12/2022]
Abstract
Complex molecular and metabolic phenotypes depict cancers as a constellation of different diseases with common themes. Precision imaging of such phenotypes requires flexible and tunable modalities capable of identifying phenotypic fingerprints by using a restricted number of parameters while ensuring sensitivity to dynamic biological regulation. Common phenotypes can be detected by in vivo imaging technologies, and effectively define the emerging standards for disease classification and patient stratification in radiology. However, for the imaging data to accurately represent a complex fingerprint, the individual imaging parameters need to be measured and analysed in relation to their wider spatial and molecular context. In this respect, targeted palettes of molecular imaging probes facilitate the detection of heterogeneity in oncogene-driven alterations and their response to treatment, and lead to the expansion of rational-design elements for the combination of imaging experiments. In this Review, we evaluate criteria for conducting multiplexed imaging, and discuss its opportunities for improving patient diagnosis and the monitoring of therapy.
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Affiliation(s)
- Kathrin Heinzmann
- Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Lukas M Carter
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Jason S Lewis
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Eric O Aboagye
- Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK.
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14
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Gorpas D, Koch M, Anastasopoulou M, Klemm U, Ntziachristos V. Benchmarking of fluorescence cameras through the use of a composite phantom. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:16009. [PMID: 28301638 DOI: 10.1117/1.jbo.22.1.016009] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 12/23/2016] [Indexed: 05/03/2023]
Abstract
Fluorescence molecular imaging (FMI) has shown potential to detect and delineate cancer during surgery or diagnostic endoscopy. Recent progress on imaging systems has allowed sensitive detection of fluorescent agents even in video rate mode. However, lack of standardization in fluorescence imaging challenges the clinical application of FMI, since the use of different systems may lead to different results from a given study, even when using the same fluorescent agent. In this work, we investigate the use of a composite fluorescence phantom, employed as an FMI standard, to offer a comprehensive method for validation and standardization of the performance of different imaging systems. To exclude user interaction, all phantom features are automatically extracted from the acquired epi-illumination color and fluorescence images, using appropriately constructed templates. These features are then employed to characterize the performance and compare different cameras to each other. The proposed method could serve as a framework toward the calibration and benchmarking of FMI systems, to facilitate their clinical translation.
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Affiliation(s)
- Dimitris Gorpas
- Technical University Munich, Chair for Biological Imaging, Arcisstrasse 21, Munich D-80333, GermanybHelmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstrasse 1, Neuherberg D-85764, Germany
| | - Maximilian Koch
- Technical University Munich, Chair for Biological Imaging, Arcisstrasse 21, Munich D-80333, GermanybHelmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstrasse 1, Neuherberg D-85764, Germany
| | - Maria Anastasopoulou
- Technical University Munich, Chair for Biological Imaging, Arcisstrasse 21, Munich D-80333, GermanybHelmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstrasse 1, Neuherberg D-85764, Germany
| | - Uwe Klemm
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstrasse 1, Neuherberg D-85764, Germany
| | - Vasilis Ntziachristos
- Technical University Munich, Chair for Biological Imaging, Arcisstrasse 21, Munich D-80333, GermanybHelmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstrasse 1, Neuherberg D-85764, Germany
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15
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Anastasopoulou M, Koch M, Gorpas D, Karlas A, Klemm U, Garcia-Allende PB, Ntziachristos V. Comprehensive phantom for interventional fluorescence molecular imaging. JOURNAL OF BIOMEDICAL OPTICS 2016; 21:091309. [PMID: 27304578 DOI: 10.1117/1.jbo.21.9.091309] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2016] [Accepted: 05/23/2016] [Indexed: 05/03/2023]
Abstract
Fluorescence imaging has been considered for over a half-century as a modality that could assist surgical guidance and visualization. The administration of fluorescent molecules with sensitivity to disease biomarkers and their imaging using a fluorescence camera can outline pathophysiological parameters of tissue invisible to the human eye during operation. The advent of fluorescent agents that target specific cellular responses and molecular pathways of disease has facilitated the intraoperative identification of cancer with improved sensitivity and specificity over nonspecific fluorescent dyes that only outline the vascular system and enhanced permeability effects. With these new abilities come unique requirements for developing phantoms to calibrate imaging systems and algorithms. We briefly review herein progress with fluorescence phantoms employed to validate fluorescence imaging systems and results. We identify current limitations and discuss the level of phantom complexity that may be required for developing a universal strategy for fluorescence imaging calibration. Finally, we present a phantom design that could be used as a tool for interlaboratory system performance evaluation.
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Affiliation(s)
- Maria Anastasopoulou
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstraße 1, Neuherberg D-85764 GermanybTechnical University Munich, Chair for Biological Imaging, Arcisstraße 21, Munich D-80333, Germany
| | - Maximilian Koch
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstraße 1, Neuherberg D-85764 GermanybTechnical University Munich, Chair for Biological Imaging, Arcisstraße 21, Munich D-80333, Germany
| | - Dimitris Gorpas
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstraße 1, Neuherberg D-85764 GermanybTechnical University Munich, Chair for Biological Imaging, Arcisstraße 21, Munich D-80333, Germany
| | - Angelos Karlas
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstraße 1, Neuherberg D-85764 GermanybTechnical University Munich, Chair for Biological Imaging, Arcisstraße 21, Munich D-80333, Germany
| | - Uwe Klemm
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstraße 1, Neuherberg D-85764 Germany
| | - Pilar Beatriz Garcia-Allende
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstraße 1, Neuherberg D-85764 GermanybTechnical University Munich, Chair for Biological Imaging, Arcisstraße 21, Munich D-80333, Germany
| | - Vasilis Ntziachristos
- Helmholtz Zentrum München, Institute for Biological and Medical Imaging, Ingolstädter Landstraße 1, Neuherberg D-85764 GermanybTechnical University Munich, Chair for Biological Imaging, Arcisstraße 21, Munich D-80333, Germany
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16
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Matthias N, Hunt SD, Wu J, Darabi R. Skeletal muscle perfusion and stem cell delivery in muscle disorders using intra-femoral artery canulation in mice. Exp Cell Res 2015; 339:103-11. [PMID: 26341268 DOI: 10.1016/j.yexcr.2015.08.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 08/27/2015] [Accepted: 08/30/2015] [Indexed: 12/31/2022]
Abstract
Muscular dystrophies are among major inherited muscle disorders characterized by progressive muscle damage and fibrosis with no definitive cure. Recently, gene or cell based therapies have been developed to restore the missing gene expression or replace the damaged tissues. In order to test the efficiency of these therapies in mice models of muscular dystrophies, the arterial route of delivery is very advantageous as it provides uniform muscle exposure to the therapeutic agents or cells. Although there are few reports of arterial delivery of the therapeutic agents or cells in mice, there is no in-depth description and evaluation of its efficacy in perfusion of downstream muscles. This study is aimed to develop a practical method for intra-femoral artery perfusion in mice and to evaluate perfusion efficiency using near-infrared-fluorescence (NIRF) imaging as well as histology following stem cell delivery. Our results provide a practical guide to perform this delicate method in mice. By using a sensitive fluorescent dye, different muscle groups of the hindlimb have been evaluated for proper perfusion. As the final step, we have validated the efficiency of arterial cell delivery into muscles using human iPS-derived myogenic cells in an immunodeficient mouse model for Duchenne muscular dystrophy (NSG-mdx(4cv)).
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Affiliation(s)
- Nadine Matthias
- Center for Stem Cell and Regenerative Medicine (CSCRM), Brown Foundation Institute of Molecular Medicine (IMM), University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Samuel D Hunt
- Center for Stem Cell and Regenerative Medicine (CSCRM), Brown Foundation Institute of Molecular Medicine (IMM), University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Jianbo Wu
- Center for Stem Cell and Regenerative Medicine (CSCRM), Brown Foundation Institute of Molecular Medicine (IMM), University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Radbod Darabi
- Center for Stem Cell and Regenerative Medicine (CSCRM), Brown Foundation Institute of Molecular Medicine (IMM), University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
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17
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Zhu B, Sevick-Muraca EM. A review of performance of near-infrared fluorescence imaging devices used in clinical studies. Br J Radiol 2015; 88:20140547. [PMID: 25410320 DOI: 10.1259/bjr.20140547] [Citation(s) in RCA: 106] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Near-infrared fluorescence (NIRF) molecular imaging holds great promise as a new "point-of-care" medical imaging modality that can potentially provide the sensitivity of nuclear medicine techniques, but without the radioactivity that can otherwise place limitations of usage. Recently, NIRF imaging devices of a variety of designs have emerged in the market and in investigational clinical studies using indocyanine green (ICG) as a non-targeting NIRF contrast agent to demark the blood and lymphatic vasculatures both non-invasively and intraoperatively. Approved in the USA since 1956 for intravenous administration, ICG has been more recently used off label in intradermal or subcutaneous administrations for fluorescence imaging of the lymphatic vasculature and lymph nodes. Herein, we summarize the devices of a variety of designs, summarize their performance in lymphatic imaging in a tabular format and comment on necessary efforts to develop standards for device performance to compare and use these emerging devices in future, NIRF molecular imaging studies.
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Affiliation(s)
- B Zhu
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center, Houston, TX, USA
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18
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Zhu B, Rasmussen JC, Sevick-Muraca EM. A matter of collection and detection for intraoperative and noninvasive near-infrared fluorescence molecular imaging: to see or not to see? Med Phys 2014; 41:022105. [PMID: 24506637 DOI: 10.1118/1.4862514] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Although fluorescence molecular imaging is rapidly evolving as a new combinational drug/device technology platform for molecularly guided surgery and noninvasive imaging, there remains no performance standards for efficient translation of "first-in-humans" fluorescent imaging agents using these devices. METHODS The authors employed a stable, solid phantom designed to exaggerate the confounding effects of tissue light scattering and to mimic low concentrations (nM-pM) of near-infrared fluorescent dyes expected clinically for molecular imaging in order to evaluate and compare the commonly used charge coupled device (CCD) camera systems employed in preclinical studies and in human investigational studies. RESULTS The results show that intensified CCD systems offer greater contrast with larger signal-to-noise ratios in comparison to their unintensified CCD systems operated at clinically reasonable, subsecond acquisition times. CONCLUSIONS Camera imaging performance could impact the success of future "first-in-humans" near-infrared fluorescence imaging agent studies.
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Affiliation(s)
- Banghe Zhu
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center, Houston, Texas 77030
| | - John C Rasmussen
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center, Houston, Texas 77030
| | - Eva M Sevick-Muraca
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center, Houston, Texas 77030
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19
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Azhdarinia A, Daquinag AC, Tseng C, Ghosh SC, Ghosh P, Amaya-Manzanares F, Sevick-Muraca E, Kolonin MG. A peptide probe for targeted brown adipose tissue imaging. Nat Commun 2014; 4:2472. [PMID: 24045463 PMCID: PMC3806199 DOI: 10.1038/ncomms3472] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Accepted: 08/21/2013] [Indexed: 12/11/2022] Open
Abstract
The presence of brown adipose tissue responsible for thermogenic energy dissipation has been revealed in adult humans and has high clinical importance. Owing to limitations of current methods for brown adipose tissue detection, analysing the abundance and localization of brown adipose tissue in the body has remained challenging. Here we screen a combinatorial peptide library in mice and characterize a peptide (with the sequence CPATAERPC) that selectively binds to the vascular endothelium of brown adipose tissue, but not of intraperitoneal white adipose tissue. We show that in addition to brown adipose tissue, this peptide probe also recognizes the vasculature of brown adipose tissue-like depots of subcutaneous white adipose tissue. Our results indicate that the CPATAERPC peptide localizes to brown adipose tissue even in the absence of sympathetic nervous system stimulation. Finally, we demonstrate that this probe can be used to identify brown adipose tissue depots in mice by whole-body near-infrared fluorescence imaging.
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Affiliation(s)
- Ali Azhdarinia
- 1] Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, University of Texas Health Science Center at Houston, Houston, Texas 77030, USA [2]
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20
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Darne C, Lu Y, Sevick-Muraca EM. Small animal fluorescence and bioluminescence tomography: a review of approaches, algorithms and technology update. Phys Med Biol 2013; 59:R1-64. [PMID: 24334634 DOI: 10.1088/0031-9155/59/1/r1] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Emerging fluorescence and bioluminescence tomography approaches have several common, yet several distinct features from established emission tomographies of PET and SPECT. Although both nuclear and optical imaging modalities involve counting of photons, nuclear imaging techniques collect the emitted high energy (100-511 keV) photons after radioactive decay of radionuclides while optical techniques count low-energy (1.5-4.1 eV) photons that are scattered and absorbed by tissues requiring models of light transport for quantitative image reconstruction. Fluorescence imaging has been recently translated into clinic demonstrating high sensitivity, modest tissue penetration depth, and fast, millisecond image acquisition times. As a consequence, the promise of quantitative optical tomography as a complement of small animal PET and SPECT remains high. In this review, we summarize the different instrumentation, methodological approaches and schema for inverse image reconstructions for optical tomography, including luminescence and fluorescence modalities, and comment on limitations and key technological advances needed for further discovery research and translation.
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21
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Meric-Bernstam F, Rasmussen JC, Krishnamurthy S, Tan IC, Zhu B, Wagner JL, Babiera GV, Mittendorf EA, Sevick-Muraca EM. Toward nodal staging of axillary lymph node basins through intradermal administration of fluorescent imaging agents. BIOMEDICAL OPTICS EXPRESS 2013; 5:183-96. [PMID: 24466486 PMCID: PMC3891331 DOI: 10.1364/boe.5.000183] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Revised: 11/28/2013] [Accepted: 12/04/2013] [Indexed: 05/22/2023]
Abstract
As part of a proof-of-concept study for future delivery of targeted near-infrared fluorescent (NIRF) tracers, we sought to assess the delivery of micrograms of indocyanine green to all the axillary lymph nodes following intraparenchymal breast injections and intradermal arm injections in 20 subjects with advanced breast carcinoma and undergoing complete axillary lymph node dissection. Lymphatic vessels and nodes were assessed in vivo. Ex vivo images demonstrated that 87% of excised lymph nodes, including 81% of tumor-positive lymph nodes, were fluorescent. Future clinical studies using microdose amounts of tumor-targeting NIRF contrast agents may demonstrate improved surgical intervention with reduced morbidity.
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Affiliation(s)
- Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030 USA
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030 USA
- These authors contributed equally to this work
| | - John C. Rasmussen
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine at the University of Texas Health Science Center at Houston, Houston, TX 77030 USA
- These authors contributed equally to this work
| | - Savitri Krishnamurthy
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030 USA
| | - I-Chih Tan
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine at the University of Texas Health Science Center at Houston, Houston, TX 77030 USA
| | - Banghe Zhu
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine at the University of Texas Health Science Center at Houston, Houston, TX 77030 USA
| | - Jamie L. Wagner
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030 USA
| | - Gildy V. Babiera
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030 USA
| | - Elizabeth A. Mittendorf
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030 USA
| | - Eva M. Sevick-Muraca
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine at the University of Texas Health Science Center at Houston, Houston, TX 77030 USA
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22
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Zhu B, Wu G, Robinson H, Wilganowski N, Hall MA, Ghosh SC, Pinkston KL, Azhdarinia A, Harvey BR, Sevick-Muraca EM. Tumor margin detection using quantitative NIRF molecular imaging targeting EpCAM validated by far red gene reporter iRFP. Mol Imaging Biol 2013; 15:560-8. [PMID: 23619897 DOI: 10.1007/s11307-013-0637-8] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE Wide-field surgical excision reduces the chance of residual disease, but can also lead to disfigurement and devastating morbidities when resection is close to critical structures. We hypothesize that near-infrared fluorescence (NIRF) imaging can enable accurate detection of tumor margins for image-guided resection. EXPERIMENTAL DESIGN An orthotopic model of human prostate cancer (PCa) was used to assess primary tumor margins using a NIRF-labeled antibody against epithelial cell adhesion molecule (EpCAM). PCa cells stably expressing far red fluorescent gene reporter, iRFP, enabled colocalization with NIRF signals for direct assessment of tumor margins. RESULTS Using receiver operating characteristic analysis, far red fluorescence was validated against standard pathology of primary and metastatic lesions with >96 % accuracy. Primary tumor margins were more accurately detected by quantitative NIRF imaging using the EpCAM-targeting antibody as compared to a NIRF-labeled isotype control antibody. CONCLUSIONS NIRF molecular imaging may enable real-time and accurate assessment of tumor margins.
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Affiliation(s)
- Banghe Zhu
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center, 1825 Pressler Street, Houston, TX, 77030, USA
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23
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Darne CD, Lu Y, Tan IC, Zhu B, Rasmussen JC, Smith AM, Yan S, Sevick-Muraca EM. A compact frequency-domain photon migration system for integration into commercial hybrid small animal imaging scanners for fluorescence tomography. Phys Med Biol 2012; 57:8135-52. [PMID: 23171509 DOI: 10.1088/0031-9155/57/24/8135] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The work presented herein describes the system design and performance evaluation of a miniaturized near-infrared fluorescence (NIRF) frequency-domain photon migration (FDPM) system with non-contact excitation and homodyne detection capability for small animal fluorescence tomography. The FDPM system was developed specifically for incorporation into a Siemens micro positron emission tomography/computed tomography (microPET/CT) commercial scanner for hybrid small animal imaging, but could be adapted to other systems. Operating at 100 MHz, the system noise was minimized and the associated amplitude and phase errors were characterized to be ±0.7% and ±0.3°, respectively. To demonstrate the tomographic ability, a commercial mouse-shaped phantom with 50 µM IRDye800CW and ⁶⁸Ga containing inclusion was used to associate PET and NIRF tomography. Three-dimensional mesh generation and anatomical referencing was accomplished through CT. A third-order simplified spherical harmonics approximation (SP₃) algorithm, for efficient prediction of light propagation in small animals, was tailored to incorporate the FDPM approach. Finally, the PET-NIRF target co-localization accuracy was analyzed in vivo with a dual-labeled imaging agent targeting orthotopic growth of human prostate cancer. The obtained results validate the integration of time-dependent fluorescence tomography system within a commercial microPET/CT scanner for multimodality small animal imaging.
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Affiliation(s)
- Chinmay D Darne
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, University of Texas Health Science Center at Houston, 1825 Pressler Street, Houston, TX 77030, USA
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Aldrich MB, Marshall MV, Sevick-Muraca EM, Lanza G, Kotyk J, Culver J, Wang LV, Uddin J, Crews BC, Marnett LJ, Liao JC, Contag C, Crawford JM, Wang K, Reisdorph B, Appelman H, Turgeon DK, Meyer C, Wang T. Seeing it through: translational validation of new medical imaging modalities. BIOMEDICAL OPTICS EXPRESS 2012; 3:764-76. [PMID: 22574264 PMCID: PMC3345805 DOI: 10.1364/boe.3.000764] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Revised: 02/10/2012] [Accepted: 02/13/2012] [Indexed: 05/21/2023]
Abstract
Medical imaging is an invaluable tool for diagnosis, surgical guidance, and assessment of treatment efficacy. The Network for Translational Research (NTR) for Optical Imaging consists of four research groups working to "bridge the gap" between lab discovery and clinical use of fluorescence- and photoacoustic-based imaging devices used with imaging biomarkers. While the groups are using different modalities, all the groups face similar challenges when attempting to validate these systems for FDA approval and, ultimately, clinical use. Validation steps taken, as well as future needs, are described here. The group hopes to provide translational validation guidance for itself, as well as other researchers.
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Affiliation(s)
- Melissa B. Aldrich
- Center for Molecular Imaging, The Brown Foundation Institute for Molecular Medicine, The University of Texas Health Science Center-Houston, 1825 Pressler, 330-07, Houston, TX 77030, USA
| | - Milton V. Marshall
- Center for Molecular Imaging, The Brown Foundation Institute for Molecular Medicine, The University of Texas Health Science Center-Houston, 1825 Pressler, 330-07, Houston, TX 77030, USA
| | - Eva M. Sevick-Muraca
- Center for Molecular Imaging, The Brown Foundation Institute for Molecular Medicine, The University of Texas Health Science Center-Houston, 1825 Pressler, 330-07, Houston, TX 77030, USA
| | - Greg Lanza
- Department of Biomedical Engineering, Washington University in St. Louis, Campus Box 1097, One Brookings Drive, St. Louis, MO 63130, USA
| | - John Kotyk
- Department of Biomedical Engineering, Washington University in St. Louis, Campus Box 1097, One Brookings Drive, St. Louis, MO 63130, USA
| | - Joseph Culver
- Department of Biomedical Engineering, Washington University in St. Louis, Campus Box 1097, One Brookings Drive, St. Louis, MO 63130, USA
| | - Lihong V. Wang
- Department of Biomedical Engineering, Washington University in St. Louis, Campus Box 1097, One Brookings Drive, St. Louis, MO 63130, USA
| | - Jashim Uddin
- Department of Biochemistry, Vanderbilt University Medical Center, 850 Robinson Research Building, Nashville, TN 37232, USA
| | - Brenda C. Crews
- Department of Biochemistry, Vanderbilt University Medical Center, 850 Robinson Research Building, Nashville, TN 37232, USA
| | - Lawrence J. Marnett
- Department of Biochemistry, Vanderbilt University Medical Center, 850 Robinson Research Building, Nashville, TN 37232, USA
| | - Joseph C. Liao
- Department of Pediatrics, Clark Center, East Wing E150, 318 Campus Drive, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Chris Contag
- Department of Pediatrics, Clark Center, East Wing E150, 318 Campus Drive, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - James M. Crawford
- Department of Pathology, Hofstra North Shore-LIJ College of Medicine, 10 Nevada Drive, Lake Success, NY 11042, USA
| | - Ken Wang
- Gastroenterology and Hepatology, Mayo Clinic Rochester, 200 First Street SW, Rochester, MN 55905, USA
| | - Bill Reisdorph
- Michigan Institute for Clinical and Health Research, University of Michigan Medical School, 2800 Plymouth Road, NCRC Building 400, #4023, Ann Arbor, MI 48109, USA
| | - Henry Appelman
- Department of Pathology, University of Michigan Medical School, 1301 Catherine, Ann Arbor, MI 48109, USA
| | - D. Kim Turgeon
- Department of Internal Medicine, University of Michigan Medical School, 1500 East Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Charles Meyer
- Department of Radiology, University of Michigan Medical School, 109 Zina Pitcher Place, Ann Arbor, MI 48109, USA
| | - Tom Wang
- Departments of Medicine and Biomedical Engineering, University of Michigan Medical School, 109 Zina Pitcher Place, Ann Arbor, MI 48109, USA
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Rasmussen JC, Kwon S, Sevick-Muraca EM, Cormier JN. The role of lymphatics in cancer as assessed by near-infrared fluorescence imaging. Ann Biomed Eng 2011; 40:408-21. [PMID: 22139396 DOI: 10.1007/s10439-011-0476-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2011] [Accepted: 11/17/2011] [Indexed: 01/17/2023]
Abstract
The lymphatic system is the secondary circulatory system responsible for fluid homeostasis and protein transport in the body. In addition, because the lymphatic system provides a primary pathway for cancer metastasis, lymph node involvement is routinely used as a determinant in cancer staging. Despite their importance, the lymphatics remain poorly understood, in part because of the historic lack of imaging modalities with sufficient spatial and/or temporal resolution to visualize the fine lymphatic structure and subtle contractile function. In recent years, near-infrared fluorescence (NIRF) imaging has emerged as a new imaging modality to non-invasively visualize the lymphatics and assess contractile lymphatic function in humans following administration of microdose amounts of a NIRF contrast agent. In this contribution, we first review NIRF imaging and its clinical application in sentinel lymph node mapping, intraoperative guidance, and assessing the architecture and contractile function of the lymphatics in health and in cancer-related lymphedema. We then present recent NIRF lymphatic imaging for non-invasive assessment of lymphatics both in preclinical melanoma models and in human subjects with melanoma.
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Affiliation(s)
- John C Rasmussen
- Center for Molecular Imaging, The Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center, Houston, TX 77030, USA.
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