101
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Marjono A, Yano A, Okawa S, Gao F, Yamada Y. Total light approach of time-domain fluorescence diffuse optical tomography. OPTICS EXPRESS 2008; 16:15268-85. [PMID: 18795065 DOI: 10.1364/oe.16.015268] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
In this study, time-domain fluorescence diffuse optical tomography in biological tissue is numerically investigated using a total light approach. Total light is a summation of excitation light and zero-lifetime emission light divided by quantum yield. The zero-lifetime emission light is an emitted fluorescence light calculated by assuming that the fluorescence lifetime is zero. The zero-lifetime emission light is calculated by deconvolving the actually measured emission light with a lifetime function, an exponential function for fluorescence decay. The object for numerical simulation is a 2-D 10 mm-radius circle with the optical properties simulating biological tissues for near infrared light, and contains regions with fluorophore. The inverse problem of fluorescence diffuse optical tomography is solved using time-resolved simulated measurement data of the excitation and total lights for reconstructing the bsorption coefficient and fluorophore concentration simultaneously. The mean time of flight is used as the featured data-type extracted from the time-resolved data. The reconstructed images of fluorophore concentration show good quantitativeness and spatial reproducibility. By use of the total light approach, computation is performed much faster than the conventional ones.
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Affiliation(s)
- Andhi Marjono
- Department of Mechanical Engineering and Intelligent Systems, University of Electro-Communications, Chofu, Tokyo, Japan.
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102
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Ge J, Zhu B, Regalado S, Godavarty A. Three-dimensional fluorescence-enhanced optical tomography using a hand-held probe based imaging system. Med Phys 2008; 35:3354-63. [PMID: 18697559 DOI: 10.1118/1.2940603] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Hand-held based optical imaging systems are a recent development towards diagnostic imaging of breast cancer. To date, all the hand-held based optical imagers are used to perform only surface mapping and target localization, but are not capable of demonstrating tomographic imaging. Herein, a novel hand-held probe based optical imager is developed towards three-dimensional (3-D) optical tomography studies. The unique features of this optical imager, which primarily consists of a hand-held probe and an intensified charge coupled device detector, are its ability to; (i) image large tissue areas (5 x 10 sq. cm) in a single scan, (ii) perform simultaneous multiple point illumination and collection, thus reducing the overall imaging time; and (iii) adapt to varying tissue curvatures, from a flexible probe head design. Experimental studies are performed in the frequency domain on large slab phantoms (approximately 650 ml) using fluorescence target(s) under perfect uptake (1:0) contrast ratios, and varying target depths (1-2 cm) and X-Y locations. The effect of implementing simultaneous over sequential multiple point illumination towards 3-D tomography is experimentally demonstrated. The feasibility of 3-D optical tomography studies has been demonstrated for the first time using a hand-held based optical imager. Preliminary fluorescence-enhanced optical tomography studies are able to reconstruct 0.45 ml target(s) located at different target depths (1-2 cm). However, the depth recovery was limited as the actual target depth increased, since only reflectance measurements were acquired. Extensive tomography studies are currently carried out to determine the resolution and performance limits of the imager on flat and curved phantoms.
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Affiliation(s)
- Jiajia Ge
- Optical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, Miami, Florida 33174, USA
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103
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Kee HL, Nothdurft R, Muthiah C, Diers JR, Fan D, Ptaszek M, Bocian DF, Lindsey JS, Culver JP, Holten D. Examination of Chlorin-Bacteriochlorin Energy-transfer Dyads as Prototypes for Near-infrared Molecular Imaging Probes†. Photochem Photobiol 2008; 84:1061-72. [DOI: 10.1111/j.1751-1097.2008.00409.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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104
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Janunts E, Pöschinger T, Brünner H, Langenbucher A. Linear method of fluorescent source reconstruction in a diffusion medium. Z Med Phys 2008; 18:189-96. [DOI: 10.1016/j.zemedi.2008.04.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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105
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Sevick-Muraca EM, Rasmussen JC. Molecular imaging with optics: primer and case for near-infrared fluorescence techniques in personalized medicine. JOURNAL OF BIOMEDICAL OPTICS 2008; 13:041303. [PMID: 19021311 PMCID: PMC2915929 DOI: 10.1117/1.2953185] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We compare and contrast the development of optical molecular imaging techniques with nuclear medicine with a didactic emphasis for initiating readers into the field of molecular imaging. The nuclear imaging techniques of gamma scintigraphy, single-photon emission computed tomography, and positron emission tomography are first briefly reviewed. The molecular optical imaging techniques of bioluminescence and fluorescence using gene reporter/probes and gene reporters are described prior to introducing the governing factors of autofluorescence and excitation light leakage. The use of dual-labeled, near-infrared excitable and radio-labeled agents are described with comparative measurements between planar fluorescence and nuclear molecular imaging. The concept of time-independent and -dependent measurements is described with emphasis on integrating time-dependent measurements made in the frequency domain for 3-D tomography. Finally, we comment on the challenges and progress for translating near-infrared (NIR) molecular imaging agents for personalized medicine.
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Affiliation(s)
- Eva M Sevick-Muraca
- Baylor College of Medicine, Department of Radiology, Division of Molecular Imaging, Houston, Texas 77030, USA.
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106
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Zhang Z, Berezin MY, Kao JLF, d'Avignon A, Bai M, Achilefu S. Near-infrared dichromic fluorescent carbocyanine molecules. Angew Chem Int Ed Engl 2008; 47:3584-7. [PMID: 18386274 DOI: 10.1002/anie.200800475] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Zongren Zhang
- Department of Radiology, Washington University School of Medicine, 4525 Scott Avenue, St. Louis, MO 63110, USA
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107
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Han SH, Hall DJ. Estimating the depth and lifetime of a fluorescent inclusion in a turbid medium using a simple time-domain optical method. OPTICS LETTERS 2008; 33:1035-1037. [PMID: 18451978 DOI: 10.1364/ol.33.001035] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
A simple time-domain optical method for estimating the depth (d) and lifetime (tau) of fluorescent inclusions in a turbid medium is described. We demonstrate the method for depth and lifetime estimation of a fluorescent inclusion directly by fitting a monoexponential decay (tau(eff)) of the temporal position of the temporal point-spread function and the measurement of its maximum temporal position (t(max)). Since both of these measurements are intensity independent, this method provides a robust and efficient approach. This method is validated with experimental data.
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Affiliation(s)
- Sung-Ho Han
- Department of Radiology, University of California, San Diego, California 92093-0819, USA.
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108
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Zhang Z, Berezin M, Kao J, d'Avignon A, Bai M, Achilefu S. Near-Infrared Dichromic Fluorescent Carbocyanine Molecules. Angew Chem Int Ed Engl 2008. [DOI: 10.1002/ange.200800475] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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109
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Ellis DI, Dunn WB, Griffin JL, Allwood JW, Goodacre R. Metabolic fingerprinting as a diagnostic tool. Pharmacogenomics 2008; 8:1243-66. [PMID: 17924839 DOI: 10.2217/14622416.8.9.1243] [Citation(s) in RCA: 301] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Within the framework of systems biology, functional analyses at all 'omic levels have seen an intense level of activity during the first decade of the twenty-first century. These include genomics, transcriptomics, proteomics, metabolomics and lipidomics. It could be said that metabolomics offers some unique advantages over the other 'omics disciplines and one of the core approaches of metabolomics for disease diagnostics is metabolic fingerprinting. This review provides an overview of the main metabolic fingerprinting approaches used for disease diagnostics and includes: infrared and Raman spectroscopy, Nuclear magnetic resonance (NMR) spectroscopy, followed by an introduction to a wide range of novel mass spectrometry-based methods, which are currently under intense investigation and developmental activity in laboratories worldwide. It is hoped that this review will act as a springboard for researchers and clinicians across a wide range of disciplines in this exciting era of multidisciplinary and novel approaches to disease diagnostics.
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Affiliation(s)
- David I Ellis
- University of Manchester, School of Chemistry, Manchester Interdisciplinary Biocentre, 131 Princess Street, Manchester M1 7ND, UK.
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110
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Konecky SD, Panasyuk GY, Lee K, Markel V, Yodh AG, Schotland JC. Imaging complex structures with diffuse light. OPTICS EXPRESS 2008; 16:5048-60. [PMID: 18542605 PMCID: PMC2471872 DOI: 10.1364/oe.16.005048] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
We use diffuse optical tomography to quantitatively reconstruct images of complex phantoms with millimeter sized features located centimeters deep within a highly-scattering medium. A non-contact instrument was employed to collect large data sets consisting of greater than 10(7) source-detector pairs. Images were reconstructed using a fast image reconstruction algorithm based on an analytic solution to the inverse scattering problem for diffuse light.
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Affiliation(s)
- Soren D Konecky
- Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104-6396, USA.
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111
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Eroy-Reveles AA, Leung Y, Beavers CM, Olmstead MM, Mascharak PK. Near-Infrared Light Activated Release of Nitric Oxide from Designed Photoactive Manganese Nitrosyls: Strategy, Design, and Potential as NO Donors. J Am Chem Soc 2008; 130:4447-58. [DOI: 10.1021/ja710265j] [Citation(s) in RCA: 130] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Aura A. Eroy-Reveles
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, California 95064, and the Department of Chemistry, University of California, Davis, California, California 95616
| | - Yvonne Leung
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, California 95064, and the Department of Chemistry, University of California, Davis, California, California 95616
| | - Christine M. Beavers
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, California 95064, and the Department of Chemistry, University of California, Davis, California, California 95616
| | - Marilyn M. Olmstead
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, California 95064, and the Department of Chemistry, University of California, Davis, California, California 95616
| | - Pradip K. Mascharak
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, California 95064, and the Department of Chemistry, University of California, Davis, California, California 95616
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112
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Wall A, Bremer C. Optical Imaging Techniques for Breast Cancer. Cancer Imaging 2008. [DOI: 10.1016/b978-012374212-4.50060-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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113
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Lee H, Mason JC, Achilefu S. Synthesis and Spectral Properties of Near-Infrared Aminophenyl-, Hydroxyphenyl-, and Phenyl-Substituted Heptamethine Cyanines. J Org Chem 2007; 73:723-5. [DOI: 10.1021/jo701793h] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Hyeran Lee
- Department of Radiology, Washington University, St. Louis, Missouri 63110
| | - J. Christian Mason
- Department of Radiology, Washington University, St. Louis, Missouri 63110
| | - Samuel Achilefu
- Department of Radiology, Washington University, St. Louis, Missouri 63110
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114
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Bhaumik S, DePuy J, Klimash J. Strategies to minimize background autofluorescence in live mice during noninvasive fluorescence optical imaging. Lab Anim (NY) 2007; 36:40-3. [PMID: 17721532 DOI: 10.1038/laban0907-40] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2007] [Accepted: 06/15/2007] [Indexed: 01/06/2023]
Abstract
As small-animal fluorescence imaging becomes increasingly accessible to a broad spectrum of users, many lab animal researchers are just beginning to be exposed to its challenges. One setback to fluorescence imaging is background autofluorescence generated in animal tissue and in ingested food. The authors bring this issue into focus, and show how autofluorescence can be reduced in nude mice through selection of appropriate excitation wavelength and mouse diet.
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Affiliation(s)
- Srabani Bhaumik
- In Vivo Molecular Imaging Lab, GE Global Research, Niskayuna, NY 12309, USA.
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115
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Margolis DJA, Hoffman JM, Herfkens RJ, Jeffrey RB, Quon A, Gambhir SS. Molecular Imaging Techniques in Body Imaging. Radiology 2007; 245:333-56. [DOI: 10.1148/radiol.2452061117] [Citation(s) in RCA: 105] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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116
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Kondepati VR, Heise HM, Backhaus J. Recent applications of near-infrared spectroscopy in cancer diagnosis and therapy. Anal Bioanal Chem 2007; 390:125-39. [DOI: 10.1007/s00216-007-1651-y] [Citation(s) in RCA: 141] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2007] [Revised: 08/22/2007] [Accepted: 09/21/2007] [Indexed: 11/29/2022]
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117
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Zhang J, Fu Y, Lakowicz JR. Luminescent images of single gold nanoparticles and their labeling on silica beads. OPTICS EXPRESS 2007; 15:13415-20. [PMID: 19550610 PMCID: PMC2739985 DOI: 10.1364/oe.15.013415] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Luminescent Au nanoparticles were synthesized in a modified Brust method (average diameters of metal core = 1.6 nm). The fluorescence images were measured using scanning confocal microscopy and validated as compared with organic fluorophores. The metal particles were functionalized with succinimidyl ester terminated ligands and bound as fluorophores on surface-aminated silica beads to mimic labeling of biological functionalities. The labeled silica beads were shown to display bright signals and good photostability. Our results indicate that the luminescent metal nanoparticles can be employed as the probes to label the biological functionalities in developing molecule imaging agents.
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118
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Lee H, Mason JC, Achilefu S. Heptamethine cyanine dyes with a robust C-C bond at the central position of the chromophore. J Org Chem 2007; 71:7862-5. [PMID: 16995699 DOI: 10.1021/jo061284u] [Citation(s) in RCA: 111] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Novel, highly fluorescent, monofunctional, water-soluble heptamethine cyanine dyes containing a robust C-C bond at the central position of the near-infrared fluorophore system were prepared by the Suzuki-Miyaura method. The reaction proceeded efficiently to replace the meso-chlorine atom with a carboxy-functionalized aryl moiety and afforded the desired compounds in high yields. This methodology is particularly attractive due to its versatility and the utilization of environmentally friendly water as solvent. The new compounds possess excellent spectral properties and readily label bioactive molecules on solid support. The results demonstrate the potential of using the new compounds as fluorescent antennae for molecular imaging, spectroscopy, microscopy, and chemical or biological molecular recognition studies.
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Affiliation(s)
- Hyeran Lee
- Department of Radiology, Washington University, St. Louis, Missouri 63110, USA
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119
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Roy R, Godavarty A, Sevick-Muraca EM. Fluorescence-enhanced three-dimensional lifetime imaging: a phantom study. Phys Med Biol 2007; 52:4155-70. [PMID: 17664600 DOI: 10.1088/0031-9155/52/14/009] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Near-infrared fluorescence optical imaging has the unique opportunity of differentiating diseased lesions from normal lesions based upon environmentally indicated changes in the lifetime of a fluorescent imaging agent. In this paper, we demonstrate three-dimensional lifetime tomography using the gradient-based penalty modified barrier function with simple bounds truncated Newton with trust region method to reconstruct lifetime maps in a clinically relevant, single breast-shaped ( approximately 1081 cm(3)) phantom from point-frequency-domain photon migration measurements at 100 MHz. A reverse differentiation technique is used to calculate the gradients. This algorithm is desirable because the storage benefit from the use of the truncated Newton method and the reverse differentiation technique increase the speed. Two fluorescent contrast agents, indocyanine green and 3-3'-diethylthiatricarbocyanine iodide which differed in their fluorescence lifetimes by 0.62 ns, were used. Images of targets at a depth of 2.0 cm and target-to-background ratios (T:B) of 212:1 and 70:1 in fluoroscence absorption and 1:2.1 and 2.1:1 in lifetimes are successfully reconstructed. Our results show that image reconstruction is possible when there is (i) a longer lifetime in a target than the background and (ii) a shorter lifetime in a target than the background.
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Affiliation(s)
- Ranadhir Roy
- Mathematics Department University of Texas-Pan American Edinburg, TX 78541, USA.
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120
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Bogdanov AA, Lin CP, Kang HW. Optical imaging of the adoptive transfer of human endothelial cells in mice using anti-human CD31 monoclonal antibody. Pharm Res 2007; 24:1186-92. [PMID: 17373582 PMCID: PMC2795329 DOI: 10.1007/s11095-006-9219-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2006] [Accepted: 12/15/2006] [Indexed: 11/29/2022]
Abstract
PURPOSE The development of endothelium-specific imaging agents capable of specific binding to human cells under the conditions of flow for the needs of regenerative medicine and cancer research. The goal of the study was testing the feasibility of optical imaging of human endothelial cells implanted in mice. METHODS Mouse model of adoptive human endothelial cell transfer was obtained by implanting cells in Matrigel matrix in subcutaneous space (Kang, Torres, Wald, Weissleder, and Bogdanov, Jr., Targeted imaging of human endothelial-specific marker in a model of adoptive cell transfer. Lab. Invest. 86: 599-609, 2006). Several endothelium-specific proteins were labeled with near-infrared fluorochrome (Cy5.5) and tested in vitro. Fluorescence imaging using anti-human CD31 antibody was performed in vivo. The obtained results were corroborated by using fluorescence microscopy of tissue sections. RESULTS We determined that monoclonal anti-human CD31 antibodies labeled with Cy5.5 were efficiently binding to human endothelial cells and were not subject to rapid endocytosis. We further demonstrated that specific near-infrared optical imaging signal was present only in Matrigel implants seeded with human endothelium cells and was absent from control Matrigel implants. Histology showed staining of cells lining vessels and revealed the formation of branched networks of CD31-positive cells. CONCLUSIONS Anti-human CD31 antibodies tagged with near-infrared fluorochromes can be used for detection of perfused blood vessels harboring human endothelial cells in animal models of adoptive transfer.
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Affiliation(s)
- Alexei A Bogdanov
- S2-804, Department of Radiology, University of Massachusetts Medical School, Worcester, Massachusetts 01655, USA.
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121
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Schweiger M, Nissilä I, Boas DA, Arridge SR. Image reconstruction in optical tomography in the presence of coupling errors. APPLIED OPTICS 2007; 46:2743-56. [PMID: 17446924 DOI: 10.1364/ao.46.002743] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Image reconstruction in optical tomography is a nonlinear and generally ill- posed inverse problem. Noise in the measured surface data can give rise to substantial artifacts in the recovered volume images of optical coefficients. Apart from random shot noise caused by the limited number of photons detected at the measurement site, another class of systematic noise is associated with losses specific to individual source and detector locations. A common cause for such losses in data acquisition systems based on fiber-optic light delivery is the imperfect coupling between the fiber tips and the skin of the patient because of air gaps or surface moisture. Thus the term coupling errors was coined for this type of data noise. However, source and detector specific errors can also occur in noncontact measurement systems not using fiber-optic delivery, for example, owing to local skin pigmentation, hair and hair follicles, or instrumentation calibration errors. Often it is not possible to quantify coupling effects in a way that allows us to remove them from the data or incorporate them into the light transport model. We present an alternative method of eliminating coupling errors by regarding the complex-valued coupling factors for each source and detector as unknowns in the reconstruction process and recovering them simultaneously with the images of absorption and scattering. Our method takes into account the possibility that coupling effects have an influence on both the amplitude and the phase shift of the measurements. Reconstructions from simulated and experimental phantom data are presented, which show that including the coupling coefficients in the reconstruction greatly improves the recovery of absorption and scattering images.
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Affiliation(s)
- Martin Schweiger
- Centre for Medical Image Computing, University College London, London, UK.
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122
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Kovar JL, Simpson MA, Schutz-Geschwender A, Olive DM. A systematic approach to the development of fluorescent contrast agents for optical imaging of mouse cancer models. Anal Biochem 2007; 367:1-12. [PMID: 17521598 DOI: 10.1016/j.ab.2007.04.011] [Citation(s) in RCA: 107] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2007] [Revised: 03/26/2007] [Accepted: 04/06/2007] [Indexed: 11/25/2022]
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123
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Ma G, Gallant P, McIntosh L. Sensitivity characterization of a time-domain fluorescence imager: eXplore Optix. APPLIED OPTICS 2007; 46:1650-7. [PMID: 17356607 DOI: 10.1364/ao.46.001650] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
A key issue in the practical application of fluorescence imaging is the presence of a background signal detected during data acquisition when no target fluorescent material is present. Regardless of the technology employed, background signals cannot be completely eliminated, which limits the detection sensitivity of fluorescence imaging systems, especially for in vivo applications. We present a methodology to characterize the sensitivity of fluorescence imaging devices by taking the background effect into account through the fluorescent signal-to-background ratio (SBR). In an initial application of the methodology, tissuelike liquid phantoms with Cy5.5 fluorescent inclusions were investigated experimentally over a wide range of varying parameters, such as tissue absorption coefficient, scattering coefficient, fluorophore concentration, and inclusion location. By defining detectable and quantifiable SBR thresholds, empirical relations are established, and the sensitivity performance of Advanced Research Technologies's eXplore Optix using Cy5.5 is characterized.
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Affiliation(s)
- Guobin Ma
- Advanced Research Technologies, Incorporated, Canada.
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124
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Allain C, Schmidt F, Lartia R, Bordeau G, Fiorini-Debuisschert C, Charra F, Tauc P, Teulade-Fichou MP. Vinyl-Pyridinium Triphenylamines: Novel Far-Red Emitters with High Photostability and Two-Photon Absorption Properties for Staining DNA. Chembiochem 2007; 8:424-33. [PMID: 17279593 DOI: 10.1002/cbic.200600483] [Citation(s) in RCA: 106] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
A series of mono-, bis- and trisvinyl-pyridinium triphenylamines (TP-py) has been synthesised and evaluated for its one- and two-photon absorption (2PA) induced-fluorescence properties under biological conditions. Interestingly, these compounds are only weakly fluorescent in water, whereas their fluorescence emissions are strongly restored (exaltation factors of 20-100) upon binding to double-stranded DNA. Additional measurements in glycerol indicate that the fluorescence increases are the result of immobilisation of the dyes in the DNA matrix, which inhibits rotational de-excitation modes. This particular feature is especially remarkable in the case of the bis and tris derivatives (TP-2 py, TP-3 py), which each display a high affinity (K(d) ~ microM) for dsDNA. TPIF measurements have shown that TP-2 py and TP-3 py each have a large 2PA cross section (delta up to 700 GM) both in glycerol and in the presence of DNA, which ranks them amongst the best 2PA biological fluorophores. Finally, one- and two-photon confocal imaging in cells revealed that these compounds perform red staining (lambda(em)=660-680 nm) of nuclear DNA with excellent contrast. The remarkable optical properties of the TP-py series, combined with their high photostability and their easy synthetic access, make these compounds extremely attractive for use in confocal and 2PA microscopy.
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Affiliation(s)
- Clémence Allain
- Institut Curie UMR 176, Centre Universitaire, Bâtiment 110, 91405 Orsay, France
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125
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Garofalakis A, Zacharakis G, Meyer H, Economou EN, Mamalaki C, Papamatheakis J, Kioussis D, Ntziachristos V, Ripoll J. Three-Dimensional in Vivo Imaging of Green Fluorescent Protein-Expressing T Cells in Mice with Noncontact Fluorescence Molecular Tomography. Mol Imaging 2007. [DOI: 10.2310/7290.2007.00007] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Affiliation(s)
- Anikitos Garofalakis
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Giannis Zacharakis
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Heiko Meyer
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Eleftherios N. Economou
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Clio Mamalaki
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Joseph Papamatheakis
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Dimitris Kioussis
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Vasilis Ntziachristos
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - Jorge Ripoll
- From the Institutes of Electronic Structure and Laser and Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, Heraklion Crete, Greece; Division of Molecular Immunology, National Institute for Medical Research, London, UK; and Laboratory for Bio-Optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
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126
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Li C, Liengsawangwong R, Choi H, Cheung R. Using a priori structural information from magnetic resonance imaging to investigate the feasibility of prostate diffuse optical tomography and spectroscopy: a simulation study. Med Phys 2007; 34:266-74. [PMID: 17278512 DOI: 10.1118/1.2400614] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Implementation of diffuse optical tomography (DOT) for prostate cancer is challenging because the prostate is a deep-seated organ. We investigated whether diffuse optical tomography (DOT) and spectroscopy could be applied to monitor the physiology of prostate cancer using a small probe that could be placed endorectally. We manually segmented the prostate, the intraprostatic tumor, and the rectum using data from endorectal magnetic resonance imaging. These structures were reconstructed and meshed with tetrahedral finite elements in three dimensions. A 2 x 4 cm probe that has ten sources and 52 detectors were placed to face the anterior wall of the rectum in our simulation. Optical properties of the organs were obtained from the literature in the near infrared regime. Diffusion approximation was used to simulate photon migration with finite element method. Five wavelengths were used to simulate tissue absorption with realistic water, oxy- and deoxyhaemoglobin concentrations in the prostate. We combined a global search based on genetic algorithm with gradient-driven local search methods to fit the simulated data. Our results suggest that the optical properties and the concentrations of the chromophores of the prostate and the prostate cancer can be reliably recovered from the measurements using an endorectal probe. Prostate DOT is worth further investigation for clinical application.
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Affiliation(s)
- Chengyu Li
- Department of Radiation Oncology, The University of Texas M. D. Anderson Cancer Center Houston, Texas 77030, USA
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127
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Irani F, Platek SM, Bunce S, Ruocco AC, Chute D. Functional Near Infrared Spectroscopy (fNIRS): An Emerging Neuroimaging Technology with Important Applications for the Study of Brain Disorders. Clin Neuropsychol 2007; 21:9-37. [PMID: 17366276 DOI: 10.1080/13854040600910018] [Citation(s) in RCA: 235] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Functional near-infrared spectroscopy (fNIRS) is an emerging functional neuroimaging technology offering a relatively non-invasive, safe, portable, and low-cost method of indirect and direct monitoring of brain activity. Most exciting is its potential to allow more ecologically valid investigations that can translate laboratory work into more realistic everyday settings and clinical environments. Our aim is to acquaint clinicians and researchers with the unique and beneficial characteristics of fNIRS by reviewing its relative merits and limitations vis-à-vis other brain-imaging technologies such as functional magnetic resonance imaging (fMRI). We review cross-validation work between fMRI and fNIRS, and discuss possible reservations about its deployment in clinical research and practice. Finally, because there is no comprehensive review of applications of fNIRS to brain disorders, we also review findings from the few studies utilizing fNIRS to investigate neurocognitive processes associated with neurological (Alzheimer's disease, Parkinson's disease, epilepsy, traumatic brain injury) and psychiatric disorders (schizophrenia, mood disorders, anxiety disorders).
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Affiliation(s)
- Farzin Irani
- Department of Psychology, Drexel University, Philadelphia, PA 19104, USA.
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128
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Bloch S, Xu B, Ye Y, Liang K, Nikiforovich GV, Achilefu S. Targeting Beta-3 integrin using a linear hexapeptide labeled with a near-infrared fluorescent molecular probe. Mol Pharm 2007; 3:539-49. [PMID: 17009853 DOI: 10.1021/mp0600642] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Biomolecules containing the RGD peptide sequence are known to bind integrins with high affinity. Studies of hexa-and hepta-peptides labeled with a near-infrared fluorescent probe (cypate) showed that rearranging the glycine in a linear RGD peptide sequence to form the GRD analogue favored the uptake of the GRD compound by alphavbeta3 integrin receptor (ABIR)-positive A549 tumor cells and tissue. The internalization of the GRD compound in A549 cells and tumor uptake in mice were inhibited by ABIR-avid peptides, suggesting its recognition by this receptor. Further studies with functional blocking antibodies and beta3 knockout cells revealed that beta3 integrin mediates the internalization of the cypate-GRD peptide. Molecular modeling studies supported preferential interaction of the probe with the beta3 subunit of integrins relative to the alphav subunit. The results demonstrate that the cypate-GRD peptide targets beta3 integrin, thereby providing a strategy to monitor drug delivery and efficacy, and physiopathologic processes mediated by this protein.
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MESH Headings
- Animals
- Binding, Competitive
- Blotting, Western
- Cell Line
- Cell Line, Tumor
- Fluorescent Dyes/chemistry
- Humans
- Integrin beta Chains/genetics
- Integrin beta Chains/metabolism
- Mice
- Mice, Nude
- Microscopy, Confocal
- Molecular Probes/chemistry
- Molecular Structure
- Muscle, Smooth, Vascular/cytology
- Muscle, Smooth, Vascular/drug effects
- Muscle, Smooth, Vascular/metabolism
- Mutation
- Oligopeptides/chemistry
- Oligopeptides/metabolism
- Oligopeptides/pharmacology
- Spectroscopy, Near-Infrared/methods
- Time Factors
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Sharon Bloch
- Department of Radiology, Washington University School of Medicine, St Louis, Missouri 63110, USA
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129
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Alacam B, Yazici B, Intes X, Chance B. Extended Kalman Filtering for the Modeling and Analysis of ICG Pharmacokinetics in Cancerous Tumors Using NIR Optical Methods. IEEE Trans Biomed Eng 2006; 53:1861-71. [PMID: 17019849 DOI: 10.1109/tbme.2006.881796] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Compartmental modeling of indocyanine green (ICG) pharmacokinetics, as measured by near infrared (NIR) techniques, has the potential to provide diagnostic information for tumor differentiation. In this paper, we present three different compartmental models to model the pharmacokinetics of ICG in cancerous tumors. We introduce a systematic and robust approach to model and analyze ICG pharmacokinetics based on the extended Kalman filtering (EKF) framework. The proposed EKF framework effectively models multiple-compartment and multiple-measurement systems in the presence of measurement noise and uncertainties in model dynamics. It provides simultaneous estimation of pharmacokinetic parameters and ICG concentrations in each compartment. Moreover, the recursive nature of the Kalman filter estimator potentially allows real-time monitoring of time varying pharmacokinetic rates and concentration changes in different compartments. Additionally, we introduce an information theoretic criteria for the best compartmental model order selection, and residual analysis for the statistical validation of the estimates. We tested our approach using the ICG concentration data acquired from four Fischer rats carrying adenocarcinoma tumor cells. Our study indicates that, in addition to the pharmacokinetic rates, the EKF model may provide parameters that may be useful for tumor differentiation.
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Affiliation(s)
- Burak Alacam
- Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
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130
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Soubret A, Ntziachristos V. Fluorescence molecular tomography in the presence of background fluorescence. Phys Med Biol 2006; 51:3983-4001. [PMID: 16885619 DOI: 10.1088/0031-9155/51/16/007] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Fluorescence molecular tomography is an emerging imaging technique that resolves the bio-distribution of engineered fluorescent probes developed for in vivo reporting of specific cellular and sub-cellular targets. The method can detect fluorochromes in picomole amounts or less, imaged through entire animals, but the detection sensitivity and imaging performance drop in the presence of background, non-specific fluorescence. In this study, we carried out a theoretical and an experimental investigation on the effect of background fluorescence on the measured signal and on the tomographic reconstruction. We further examined the performance of three subtraction methods based on physical models of photon propagation, using experimental data on phantoms and small animals. We show that the data pre-processing with subtraction schemes can improve image quality and quantification when non-specific background florescence is present.
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Affiliation(s)
- Antoine Soubret
- Laboratory for Bio-optics and Molecular Imaging, Center for Molecular Imaging Research, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
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131
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Cheng Z, Levi J, Xiong Z, Gheysens O, Keren S, Chen X, Gambhir SS. Near-infrared fluorescent deoxyglucose analogue for tumor optical imaging in cell culture and living mice. Bioconjug Chem 2006; 17:662-9. [PMID: 16704203 PMCID: PMC3191878 DOI: 10.1021/bc050345c] [Citation(s) in RCA: 143] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
2-deoxy-2-[18F]fluoro-D-glucose ([18F]FDG) has extensively been used for clinical diagnosis, staging, and therapy monitoring of cancer and other diseases. Nonradioactive glucose analogues enabling the screening of the glucose metabolic rate of tumors are of particular interest for anticancer drug development. A nonradioactive fluorescent deoxyglucose analogue may have many applications for both imaging of tumors and monitoring therapeutic efficacy of drugs in living animals and may eventually translate to clinical applications. We found that a fluorescent 2-deoxyglucose analogue, 2-[N-(7-nitrobenz-2-oxa-1,3-diazol-4-yl)amino]-2-deoxy-D-glucose (2-NBDG), can be delivered in several tumor cells via the glucose transporters (GLUTs). We therefore conjugated D-glucosamine with a near-infrared (NIR) fluorphor Cy5.5 and tested the feasibility of the Cy5.5-D-glucosamine (Cy5.5-2DG) conjugate for NIR fluorescence imaging of tumors in a preclinical xenograft animal model. Cy5.5-2DG was prepared by conjugating Cy5.5 monofunctional N-hydroxysuccinimide ester (Cy5.5-NHS) and D-glucosamine followed by high-performance liquid chromatography purification. The accumulation of Cy5.5-2DG and Cy5.5-NHS in different tumor cell lines at 37 and 4 degrees C were imaged using a fluorescence microscope. Tumor targeting and retention of Cy5.5-2DG and Cy5.5-NHS in a subcutaneous U87MG glioma and A375M melanoma tumor model were evaluated and quantified by a Xenogen IVIS 200 optical cooled charged-coupled device system. Fluorescence microscopy imaging shows that Cy5.5-2DG and Cy5.5-NHS are taken up and trapped by a variety of tumor cell lines at 37 degrees C incubation, while they exhibit marginal uptake at 4 degrees C. The tumor cell uptake of Cy5.5-2DG cannot be blocked by the 50 mM D-glucose, suggesting that Cy5.5-2DG may not be delivered in tumor cells by GLUTs. U87MG and A375M tumor localization was clearly visualized in living mice with both NIR fluorescent probes. Tumor/muscle contrast was clearly visible as early as 30 min postinjection (pi), and the highest U87MG tumor/muscle ratios of 2.81 +/- 0.10 and 3.34 +/- 0.23 were achieved 24 h pi for Cy5.5-2DG and Cy5.5-NHS, respectively. While as a comparison, the micropositron emission tomography imaging study shows that [18F]FDG preferentially localizes to the U87MG tumor, with resulting tumor/muscle ratios ranging from 3.89 to 4.08 after 30 min to 2 h postadministration of the probe. In conclusion, the NIR fluorescent glucose analogues, Cy5.5-2DG and Cy5.5-NHS, both demonstrate tumor-targeting abilities in cell culture and living mice. More studies are warranted to further explore their application for optical tumor imaging. To develop NIR glucose analogues with the ability to target GLUTs/hexokinase, it is highly important to select NIR dyes with a reasonable molecular size.
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Affiliation(s)
- Zhen Cheng
- Molecular Imaging Program at Stanford (MIPS), Departments of Radiology and Bioengineering, Bio-X Program, Stanford University, California, California, 94305-5344
| | - Jelena Levi
- Molecular Imaging Program at Stanford (MIPS), Departments of Radiology and Bioengineering, Bio-X Program, Stanford University, California, California, 94305-5344
| | - Zhengming Xiong
- Molecular Imaging Program at Stanford (MIPS), Departments of Radiology and Bioengineering, Bio-X Program, Stanford University, California, California, 94305-5344
- Department of Pediatrics, Tongji Medical College, Huazhong University of Science and Technology & Tongji Hospital, Wuhan, China, 430030
| | - Olivier Gheysens
- Molecular Imaging Program at Stanford (MIPS), Departments of Radiology and Bioengineering, Bio-X Program, Stanford University, California, California, 94305-5344
| | - Shay Keren
- Molecular Imaging Program at Stanford (MIPS), Departments of Radiology and Bioengineering, Bio-X Program, Stanford University, California, California, 94305-5344
| | - Xiaoyuan Chen
- Molecular Imaging Program at Stanford (MIPS), Departments of Radiology and Bioengineering, Bio-X Program, Stanford University, California, California, 94305-5344
| | - Sanjiv Sam Gambhir
- Molecular Imaging Program at Stanford (MIPS), Departments of Radiology and Bioengineering, Bio-X Program, Stanford University, California, California, 94305-5344
- Author to whom correspondence should be addressed: Sanjiv Sam Gambhir M.D., Ph.D., Molecular Imaging Program at Stanford, Departments of Radiology and Bioengineering, Bio-X Program, 318 Campus Dr., Clark Center, E-150, Stanford University, Stanford, CA 94305, 650-725-2309 (V), 650-724-4948(Fax),
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132
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133
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Abstract
A wide range of technologies is available for in vivo, ex vivo, and in vitro molecular and cellular imaging. This article focuses on three key in vivo imaging system instrumentation technologies used in the molecular imaging research described in this special issue of Eur J Nucl Med Mol Imaging: positron emission tomography, single-photon emission computed tomography, and bioluminescence imaging. For each modality, the basics of how it works, important performance parameters, and the state-of-the-art instrumentation are described. Comparisons and integration of multiple modalities are also discussed. The principles discussed in this article apply to both human and small animal imaging.
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Affiliation(s)
- Craig S Levin
- Division of Nuclear Medicine, Department of Radiology and Molecular Imaging Program at Stanford (MIPS), Stanford University School of Medicine, 300 Pasteur Drive, Edwards Building, Room R354, Stanford, CA 94305-5344, USA.
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134
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Aina OH, Marik J, Gandour-Edwards R, Lam KS. Near-Infrared Optical Imaging of Ovarian Cancer Xenografts with Novel α3-Integrin Binding Peptide “OA02”. Mol Imaging 2005; 4:439-47. [PMID: 16285906 DOI: 10.2310/7290.2005.05169] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2005] [Revised: 06/15/2005] [Accepted: 06/20/2005] [Indexed: 11/18/2022] Open
Abstract
Through screening of random one-bead one-compound (OBOC) libraries, we previously identified cyclic peptides with the cDGXGXXc motif that bind to α3 integrin subunit on ovarian adenocarcinoma cell lines ES-2, SKOV-3, and CaOV-3. We subsequently synthesized two secondary libraries based on this motif and identified new peptides that bound with a higher affinity to these cell lines. One of the peptides identified from the 20% “down-substituted” focused library was the cdG-HCit-GPQc (“OA02”) peptide. The goal of this study was to determine whether this peptide labeled with near-infrared probes could be detected after intravenous injection in ovarian tumor-bearing mice and if it would selectively localize in the tumor. Three different forms of this peptide were synthesized, “OA02”-biotin (noncovalently linked to streptavidin-Cy5.5); “OA02”-Cy5.5 and “OA02”-AlexaFluo 680. Using a KODAK IS2000MM image station, these peptide probes were used at the near-infrared (NIR) spectra to image nude mice bearing ES-2 (α3 integrin positive) and Raji (α3 integrin negative) xenografts. The peptide probe displayed highly specific tumor uptake within 15 min, which lasted for 70 min for “OA02”-Cy5.5 and “OA02”-AlexaFluo 680 and for 24 hours for “OA02”-biotin-streptavidin-Cy5.5. Some kidney and bladder signal were noted. Prior injection with anti-α3 monoclonal antibody blocked the binding of this peptide to the ES-2 tumors.
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135
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Abstract
Methods that allow robust imaging of specific molecular targets and biological processes in vivo should have widespread applications in biology and clinical medicine. Here we use a quantitative, three-dimensional fluorescence-mediated tomographic technique (FMT) that enables rapid measurements of fluorochrome-based affinity tags in live xenograft models. We validate the method by showing its sensitivity in quantitating tumor angiogenesis and therapeutic modulation using an anti-vascular endothelial growth factor antibody. Furthermore, we show the feasibility of simultaneous multichannel measurements of distinct biological phenomena such as receptor tyrosine kinase expression and angiogenesis. FMT measurements can be done serially, with short imaging times and within the same live animal. The described method should be valuable for rapidly profiling biological phenomena in vivo.
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MESH Headings
- Animals
- Antibodies/pharmacology
- Breast Neoplasms/blood supply
- Cell Line, Tumor
- Female
- Fluorescence
- Gliosarcoma/blood supply
- Humans
- Image Processing, Computer-Assisted/methods
- Imaging, Three-Dimensional/instrumentation
- Imaging, Three-Dimensional/methods
- Mice
- Mice, Nude
- Neoplasm Transplantation
- Neovascularization, Pathologic/pathology
- Neovascularization, Pathologic/therapy
- Receptor, ErbB-2/analysis
- Reproducibility of Results
- Sensitivity and Specificity
- Tomography, Optical/instrumentation
- Tomography, Optical/methods
- Transplantation, Heterologous
- Vascular Endothelial Growth Factor A/immunology
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Affiliation(s)
- Xavier Montet
- Center for Molecular Imaging Research, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
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136
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Abstract
We review the current state-of-the-art of diffuse optical imaging, which is an emerging technique for functional imaging of biological tissue. It involves generating images using measurements of visible or near-infrared light scattered across large (greater than several centimetres) thicknesses of tissue. We discuss recent advances in experimental methods and instrumentation, and examine new theoretical techniques applied to modelling and image reconstruction. We review recent work on in vivo applications including imaging the breast and brain, and examine future challenges.
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Affiliation(s)
- A P Gibson
- Department of Medical Physics and Bioengineering, University College London, UK
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137
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Achilefu S, Bloch S, Markiewicz MA, Zhong T, Ye Y, Dorshow RB, Chance B, Liang K. Synergistic effects of light-emitting probes and peptides for targeting and monitoring integrin expression. Proc Natl Acad Sci U S A 2005; 102:7976-81. [PMID: 15911748 PMCID: PMC1142399 DOI: 10.1073/pnas.0503500102] [Citation(s) in RCA: 109] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Integrins mediate many biological processes, including tumor-induced angiogenesis and metastasis. The arginine-glycine-aspartic acid (RGD) peptide sequence is a common recognition motif by integrins in many proteins and small peptides. While evaluating a small library of RGD peptides for imaging alpha(V)beta(3) integrin (ABI)-positive tumor cell line (A549) by optical methods, we discovered that conjugating a presumably inactive linear hexapeptide GRDSPK with a near-infrared carbocyanine molecular probe (Cypate) yielded a previously undescribed bioactive ligand (Cyp-GRD) that targets ABI-positive tumors. MTT [3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide] assay with A549 cells showed that Cyp-GRD was not cytotoxic up to 100 muM in cell culture. The compound was internalized by cells, and this internalization was blocked by coincubation with a cyclic RGD peptide (cyclo[RGDfV], f is d-phenylalanine) that binds ABI with high affinity. In vivo, Cyp-GRD selectively accumulated in tumors relative to surrounding normal tissues. Blocking studies with cyclo[RGDfV] inhibited the in vivo uptake of Cyp-GRD, suggesting that both compounds target the same active site of the protein. A strong correlation between the Cyp-GRD peptide and mitochondrial NADH concentration suggests that the new molecule could also report on the metabolic status of cells ex vivo. Interestingly, neither a Cypate-labeled linear RGD peptide nor an (111)In-labeled DOTA-GRD conjugate was selectively retained in the tumor. These results clearly demonstrate the synergistic effects of Cypate and GRD peptide for molecular recognition of integrin expression and suggest the potential of using carbocyanines as optical scaffolds for designing biologically active molecules.
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Affiliation(s)
- Samuel Achilefu
- Department of Radiology and Pathology and Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
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138
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Schweiger M, Arridge SR, Nissilä I. Gauss-Newton method for image reconstruction in diffuse optical tomography. Phys Med Biol 2005; 50:2365-86. [PMID: 15876673 DOI: 10.1088/0031-9155/50/10/013] [Citation(s) in RCA: 155] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
We present a regularized Gauss-Newton method for solving the inverse problem of parameter reconstruction from boundary data in frequency-domain diffuse optical tomography. To avoid the explicit formation and inversion of the Hessian which is often prohibitively expensive in terms of memory resources and runtime for large-scale problems, we propose to solve the normal equation at each Newton step by means of an iterative Krylov method, which accesses the Hessian only in the form of matrix-vector products. This allows us to represent the Hessian implicitly by the Jacobian and regularization term. Further we introduce transformation strategies for data and parameter space to improve the reconstruction performance. We present simultaneous reconstructions of absorption and scattering distributions using this method for a simulated test case and experimental phantom data.
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Affiliation(s)
- Martin Schweiger
- Department of Computer Science, University College London, Gower Street London WC1E 6BT, UK
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139
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Markel VA, Schotland JC. Multiple projection optical diffusion tomography with plane wave illumination. Phys Med Biol 2005; 50:2351-64. [PMID: 15876672 DOI: 10.1088/0031-9155/50/10/012] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We describe a new data collection scheme for optical diffusion tomography in which plane wave illumination is combined with multiple projections in the slab imaging geometry. Multiple projection measurements are performed by rotating the slab around the sample. The advantage of the proposed method is that the measured data are more compatible with the dynamic range of most commonly used detectors. At the same time, multiple projections improve image quality by mutually interchanging the depth and transverse directions, and the scanned (detection) and integrated (illumination) surfaces. Inversion methods are derived for image reconstructions with extremely large data sets. Numerical simulations are performed for fixed and rotated slabs.
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Affiliation(s)
- Vadim A Markel
- Departments of Radiology and Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 USA.
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140
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Li A, Boverman G, Zhang Y, Brooks D, Miller EL, Kilmer ME, Zhang Q, Hillman EMC, Boas DA. Optimal linear inverse solution with multiple priors in diffuse optical tomography. APPLIED OPTICS 2005; 44:1948-56. [PMID: 15813531 DOI: 10.1364/ao.44.001948] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
A general framework for incorporating single and multiple priors in diffuse optical tomography is described. We explore the use of this framework for simultaneously utilizing spatial and spectral priors in the context of imaging breast cancer. The utilization of magnetic resonance images of water and lipid content as a statistical spatial prior for the diffuse optical image reconstructions is also discussed. Simulations are performed to demonstrate the significant improvement in image quality afforded by combining spatial and spectral priors.
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Affiliation(s)
- Ang Li
- Department of Physics Tufts University, Medford, Massachusetts 02155, USA.
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141
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Zhang Q, Brukilacchio TJ, Li A, Stott JJ, Chaves T, Hillman E, Wu T, Chorlton M, Rafferty E, Moore RH, Kopans DB, Boas DA. Coregistered tomographic x-ray and optical breast imaging: initial results. JOURNAL OF BIOMEDICAL OPTICS 2005; 10:024033. [PMID: 15910106 DOI: 10.1117/1.1899183] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
We describe what is, to the best of our knowledge, the first pilot study of coregistered tomographic x-ray and optical breast imaging. The purpose of this pilot study is to develop both hardware and data processing algorithms for a multimodality imaging method that provides information that neither x-ray nor diffuse optical tomography (DOT) can provide alone. We present in detail the instrumentation and algorithms developed for this multimodality imaging. We also present results from our initial pilot clinical tests. These results demonstrate that strictly coregistered x-ray and optical images enable a detailed comparison of the two images. This comparison will ultimately lead to a better understanding of the relationship between the functional contrast afforded by optical imaging and the structural contrast provided by x-ray imaging.
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Affiliation(s)
- Quan Zhang
- Harvard Medical School, Massachusetts General Hospital, The Martinos Center for Biomedical Imaging, 13th Street, Building 149, Room 2301, Charlestown, Massachusetts 02129, USA.
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142
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Ghoroghchian PP, Frail PR, Susumu K, Blessington D, Brannan AK, Bates FS, Chance B, Hammer DA, Therien MJ. Near-infrared-emissive polymersomes: self-assembled soft matter for in vivo optical imaging. Proc Natl Acad Sci U S A 2005; 102:2922-7. [PMID: 15708979 PMCID: PMC549472 DOI: 10.1073/pnas.0409394102] [Citation(s) in RCA: 275] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We demonstrate that synthetic soft materials can extend the utility of natural vesicles, from predominantly hydrophilic reservoirs to functional colloidal carriers that facilitate the biomedical application of large aqueous-insoluble compounds. Near-infrared (NIR)-emissive polymersomes (50-nm- to 50-microm-diameter polymer vesicles) were generated through cooperative self assembly of amphiphilic diblock copolymers and conjugated multi(porphyrin)-based NIR fluorophores (NIRFs). When compared with natural vesicles comprised of phospholipids, polymersomes were uniquely capable of incorporating and uniformly distributing numerous large hydrophobic NIRFs exclusively in their lamellar membranes. Within these sequestered compartments, long polymer chains regulate the mean fluorophore-fluorophore interspatial separation as well as the fluorophore-localized electronic environment. Porphyrin-based NIRFs manifest photophysical properties within the polymersomal matrix akin to those established for these high-emission dipole strength fluorophores in organic solvents, thereby yielding uniquely emissive vesicles. Furthermore, the total fluorescence emanating from the assemblies gives rise to a localized optical signal of sufficient intensity to penetrate through the dense tumor tissue of a live animal. Robust NIR-emissive polymersomes thus define a soft matter platform with exceptional potential to facilitate deep-tissue fluorescence-based imaging for in vivo diagnostic and drug-delivery applications.
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Affiliation(s)
- P Peter Ghoroghchian
- School of Engineering and Applied Science, Institute for Medicine and Engineering, Department of Chemistry, University of Pennsylvania, Philadelphia 19104, USA
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143
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Roy R, Thompson AB, Godavarty A, Sevick-Muraca EM. Tomographic fluorescence imaging in tissue phantoms: a novel reconstruction algorithm and imaging geometry. IEEE TRANSACTIONS ON MEDICAL IMAGING 2005; 24:137-154. [PMID: 15707240 DOI: 10.1109/tmi.2004.839359] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
A novel image reconstruction algorithm has been developed and demonstrated for fluorescence-enhanced frequency-domain photon migration (FDPM) tomography from measurements of area illumination with modulated excitation light and area collection of emitted fluorescence light using a gain modulated image-intensified charge-coupled device (ICCD) camera. The image reconstruction problem was formulated as a nonlinear least-squares-type simple bounds constrained optimization problem based upon the penalty/modified barrier function (PMBF) method and the coupled diffusion equations. The simple bounds constraints are included in the objective function of the PMBF method and the gradient-based truncated Newton method with trust region is used to minimize the function for the large-scale problem (39919 unknowns, 2973 measurements). Three-dimensional (3-D) images of fluorescence absorption coefficients were reconstructed using the algorithm from experimental reflectance measurements under conditions of perfect and imperfect distribution of fluorophore within a single target. To our knowledge, this is the first time that targets have been reconstructed in three-dimensions from reflectance measurements with a clinically relevant phantom.
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MESH Headings
- Algorithms
- Animals
- Artificial Intelligence
- Connective Tissue/ultrastructure
- Humans
- Image Enhancement/methods
- Image Interpretation, Computer-Assisted/methods
- Microscopy, Fluorescence/instrumentation
- Microscopy, Fluorescence/methods
- Numerical Analysis, Computer-Assisted
- Phantoms, Imaging
- Reproducibility of Results
- Sensitivity and Specificity
- Signal Processing, Computer-Assisted
- Spectrophotometry, Infrared/instrumentation
- Spectrophotometry, Infrared/methods
- Tomography, Optical/instrumentation
- Tomography, Optical/methods
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Affiliation(s)
- R Roy
- The Photon Migration Laboratories, Texas A&M University, College Station, TX 77843-3573, USA.
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144
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Solban N, Ortel B, Pogue B, Hasan T. Targeted optical imaging and photodynamic therapy. ERNST SCHERING RESEARCH FOUNDATION WORKSHOP 2005:229-58. [PMID: 15524219 DOI: 10.1007/3-540-26809-x_12] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/01/2023]
Affiliation(s)
- N Solban
- Wellman Laboratories of Photomedicine, Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
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145
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Schulz RB, Semmler W. Grundlagen optischer und fluoreszenzgestützter Tomographie in diffusen Medien. Z Med Phys 2005; 15:177-86. [PMID: 16171039 DOI: 10.1078/0939-3889-00268] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Three-dimensional, tomographic imaging of biological tissues by means of visible light is becoming increasingly important. Current progress in the mathematical-physical modelling of photon propagation in scattering media allows spatially-resolved reconstructions of optical parameters with common computing hardware. Especially in the field of molecular imaging, optical tomography promises a transfer of knowledge from successful in vitro assays (as evaluated by fluorescence microscopy) to in vivo imaging of living animals. In the latter case, spatial resolution is not as critical as the ability to quantify the concentration of fluorescence-labelled probes, a task not solvable by the use of common planar imaging techniques. In this article, the theoretical foundations of optical tomography are introduced along with some examples of applications.
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Affiliation(s)
- Ralf B Schulz
- Abteilung Medizinische Physik in der Radiologie, Deutsches Krebsforschungszentrum, Heidelberg.
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146
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Abstract
Accurate and rapid detection of tumors is of great importance for interrogating the molecular basis of cancer pathogenesis, preventing the onset of complications, and implementing a tailored therapeutic regimen. In this era of molecular medicine, molecular probes that respond to, or target molecular processes are indispensable. Although numerous imaging modalities have been developed for visualizing pathologic conditions, the high sensitivity and relatively innocuous low energy radiation of optical imaging method makes it attractive for molecular imaging. While many human diseases have been studied successfully by using intrinsic optical properties of normal and pathologic tissues, molecular imaging of the expression of aberrant genes, proteins, and other pathophysiologic processes would be enhanced by the use of highly specific exogenous molecular beacons. This review focuses on the development of receptor-specific molecular probes for optical imaging of tumors. Particularly, bioconjugates of probes that absorb and fluoresce in the near infrared wavelengths between 750 and 900 nm will be reviewed.
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Affiliation(s)
- Samuel Achilefu
- Department of Radiology, Washington University School of Medicine, 4525 Scot Avenue, St. Louis, MO 63110, USA.
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147
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Abstract
We propose a new approach to optical diffusion tomography that incorporates two orthogonal projections. All the data obtained in a double projection measurement are treated simultaneously. The second projection improves image quality due to the fact that the depth and transverse directions are interchanged. An image reconstruction algorithm is derived and illustrated with simulations. It is shown that the spatial resolution of images improves by a factor of 4-5 due to the second projection.
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Affiliation(s)
- Vadim A Markel
- Departments of Radiology and Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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148
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Ntziachristos V, Schellenberger EA, Ripoll J, Yessayan D, Graves E, Bogdanov A, Josephson L, Weissleder R. Visualization of antitumor treatment by means of fluorescence molecular tomography with an annexin V-Cy5.5 conjugate. Proc Natl Acad Sci U S A 2004; 101:12294-9. [PMID: 15304657 PMCID: PMC514472 DOI: 10.1073/pnas.0401137101] [Citation(s) in RCA: 222] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2004] [Indexed: 11/18/2022] Open
Abstract
In vivo imaging of treatment responses at the molecular level could have a significant impact on the speed of drug discovery and ultimately lead to personalized medicine. Strong interest has been shown in developing quantitative fluorescence-based technologies with good molecular specificity and sensitivity for noninvasive 3D imaging through tissues and whole animals. We show herein that tumor response to chemotherapy can be accurately resolved by fluorescence molecular tomography (FMT) with a phosphatidylserine-sensing fluorescent probe based on modified annexins. We observed at least a 10-fold increase of fluorochrome concentration in cyclophosphamide-sensitive tumors and a 7-fold increase of resistant tumors compared with control studies. FMT is an optical imaging technique developed to overcome limitations of commonly used planar illumination methods and demonstrates higher quantification accuracy validated by histology. It is further shown that a 3-fold variation in background absorption heterogeneity may yield 100% errors in planar imaging but only 20% error in FMT, thus confirming tomographic imaging as a preferred tool for quantitative investigations of fluorescent probes in tissues. Tomographic approaches are found essential for small-animal optical imaging and are potentially well suited for clinical drug development and monitoring.
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Affiliation(s)
- Vasilis Ntziachristos
- Center for Molecular Imaging Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA.
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149
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Kuwana E, Sevick-Muraca EM. Fluorescence lifetime spectroscopy for pH sensing in scattering media. Anal Chem 2004; 75:4325-9. [PMID: 14632153 DOI: 10.1021/ac034059a] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Fluorescence lifetime spectroscopy in the presence of tissuelike scattering is demonstrated from measurements of phase and modulation ratio as a function of modulation frequency using a pH-sensitive dye, Carboxy Seminaphthofluorescein-1 (C-SNAFL-1). From the optical diffusion equation describing the propagation and generation of fluorescence within solutions of 0.5 microM C-SNAFL-1 containing 2.0% (by volume) of Intralipid as a scatterer, the values of the average lifetime of C-SNAFL-1 were determined as the solution pH varied between 5 and 9. Average lifetime values were found to match those measured using traditional phase-modulation measurement in nonscattering media. Furthermore, the robustness of the spectroscopic technique was demonstrated by conducting lifetime measurements at varying scatterer concentrations (1.5-3.0 vol % Intralipid). These results confirm the approach for analytical sensing in scattering media via fluorescence lifetime kinetics in order to track changes in analyte concentrations.
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Affiliation(s)
- Eddy Kuwana
- Photon Migration Laboratories, Texas A&M University, College Station, Texas 77843-3573, USA
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150
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Godavarty A, Thompson AB, Roy R, Gurfinkel M, Eppstein MJ, Zhang C, Sevick-Muraca EM. Diagnostic imaging of breast cancer using fluorescence-enhanced optical tomography: phantom studies. JOURNAL OF BIOMEDICAL OPTICS 2004; 9:488-96. [PMID: 15189086 DOI: 10.1117/1.1691027] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Molecular targeting with exogenous near-infrared excitable fluorescent agents using time-dependent imaging techniques may enable diagnostic imaging of breast cancer and prognostic imaging of sentinel lymph nodes within the breast. However, prior to the administration of unproven contrast agents, phantom studies on clinically relevant volumes are essential to assess the benefits of fluorescence-enhanced optical imaging in humans. Diagnostic 3-D fluorescence-enhanced optical tomography is demonstrated using 0.5 to 1 cm(3) single and multiple targets differentiated from their surroundings by indocyanine green (micromolar) in a breast-shaped phantom (10-cm diameter). Fluorescence measurements of referenced ac intensity and phase shift were acquired in response to point illumination measurement geometry using a homodyned intensified charge-coupled device system modulated at 100 MHz. Bayesian reconstructions show artifact-free 3-D images (3857 unknowns) from 3-D boundary surface measurements (126 to 439). In a reflectance geometry appropriate for prognostic imaging of lymph node involvement, fluorescence measurements were likewise acquired from the surface of a semi-infinite phantom (8x8x8 cm(3)) in response to area illumination (12 cm(2)) by excitation light. Tomographic 3-D reconstructions (24,123 unknowns) were recovered from 2-D boundary surface measurements (3194) using the modified truncated Newton's method. These studies represent the first 3-D tomographic images from physiologically relevant geometries for breast imaging.
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Affiliation(s)
- A Godavarty
- Photon Migration Laboratory, Texas A&M University, College Station, TX 77843-3573, USA
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