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      Quantitative real-time optical imaging of the tissue metabolic rate of oxygen consumption

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          Abstract.

          The tissue metabolic rate of oxygen consumption ( tMRO 2 ) is a clinically relevant marker for a number of pathologies including cancer and arterial occlusive disease. We present and validate a noncontact method for quantitatively mapping tMRO 2 over a wide, scalable field of view at 16   frames / s . We achieve this by developing a dual-wavelength, near-infrared coherent spatial frequency-domain imaging (cSFDI) system to calculate tissue optical properties (i.e., absorption, μ a , and reduced scattering, μ s , parameters) as well as the speckle flow index (SFI) at every pixel. Images of tissue oxy- and deoxyhemoglobin concentration ( [ HbO 2 ] and [HHb]) are calculated from optical properties and combined with SFI to calculate tMRO 2 . We validate the system using a series of yeast-hemoglobin tissue-simulating phantoms and conduct in vivo tests in humans using arterial occlusions that demonstrate sensitivity to tissue metabolic oxygen debt and its repayment. Finally, we image the impact of cyanide exposure and toxicity reversal in an in vivo rabbit model showing clear instances of mitochondrial uncoupling and significantly diminished tMRO 2 . We conclude that dual-wavelength cSFDI provides rapid, quantitative, wide-field mapping of tMRO 2 that can reveal unique spatial and temporal dynamics relevant to tissue pathology and viability.

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          Most cited references41

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          Measurement of clinical and subclinical tumour response using [18F]-fluorodeoxyglucose and positron emission tomography: review and 1999 EORTC recommendations. European Organization for Research and Treatment of Cancer (EORTC) PET Study Group.

          [18F]-fluorodeoxyglucose ([18F]-FDG) uptake is enhanced in most malignant tumours which in turn can be measured using positron emission tomography (PET). A number of small clinical trials have indicated that quantification of the change in tumour [18F]-FDG uptake may provide an early, sensitive, pharmacodynamic marker of the tumoricidal effect of anticancer drugs. This may allow for the introduction of subclinical response for anticancer drug evaluation in early clinical trials and improvements in patient management. For comparison of results from smaller clinical trials and larger-scale multicentre trials a consensus is desirable for: (i) common measurement criteria; and (ii) reporting of alterations in [18F]-FDG uptake with treatment. This paper summarises the current status of the technique and recommendations on the measurement of [18F]-FDG uptake for tumour response monitoring from a consensus meeting of the European Organization for Research and Treatment of Cancer (EORTC) PET study group held in Brussels in February 1998 and confirmed at a subsequent meeting in March 1999.
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            Dynamic imaging of cerebral blood flow using laser speckle.

            A method for dynamic, high-resolution cerebral blood flow (CBF) imaging is presented in this article. By illuminating the cortex with laser light and imaging the resulting speckle pattern, relative CBF images with tens of microns spatial and millisecond temporal resolution are obtained. The regional CBF changes measured with the speckle technique are validated through direct comparison with conventional laser-Doppler measurements. Using this method, dynamic images of the relative CBF changes during focal cerebral ischemia and cortical spreading depression were obtained along with electrophysiologic recordings. Upon middle cerebral artery (MCA) occlusion, the speckle technique yielded high-resolution images of the residual CBF gradient encompassing the ischemic core, penumbra, oligemic, and normally perfused tissues over a 6 x 4 mm cortical area. Successive speckle images demonstrated a further decrease in residual CBF indicating an expansion of the ischemic zone with finely delineated borders. Dynamic CBF images during cortical spreading depression revealed a 2 to 3 mm area of increased CBF (160% to 250%) that propagated with a velocity of 2 to 3 mm/min. This technique is easy to implement and can be used to monitor the spatial and temporal evolution of CBF changes with high resolution in studies of cerebral pathophysiology.
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              Quantitation and mapping of tissue optical properties using modulated imaging.

              We describe the development of a rapid, noncontact imaging method, modulated imaging (MI), for quantitative, wide-field characterization of optical absorption and scattering properties of turbid media. MI utilizes principles of frequency-domain sampling and model-based analysis of the spatial modulation transfer function (s-MTF). We present and compare analytic diffusion and probabilistic Monte Carlo models of diffuse reflectance in the spatial frequency domain. Next, we perform MI measurements on tissue-simulating phantoms exhibiting a wide range of l values (0.5 mm to 3 mm) and (micro(s) (')micro(a)) ratios (8 to 500), reporting an overall accuracy of approximately 6% and 3% in absorption and reduced scattering parameters, respectively. Sampling of only two spatial frequencies, achieved with only three camera images, is found to be sufficient for accurate determination of the optical properties. We then perform MI measurements in an in vivo tissue system, demonstrating spatial mapping of the absorption and scattering optical contrast in a human forearm and dynamic measurements of a forearm during venous occlusion. Last, metrics of spatial resolution are assessed through both simulations and measurements of spatially heterogeneous phantoms.
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                Author and article information

                Journal
                J Biomed Opt
                J Biomed Opt
                JBOPFO
                JBO
                Journal of Biomedical Optics
                Society of Photo-Optical Instrumentation Engineers
                1083-3668
                1560-2281
                24 March 2018
                March 2018
                : 23
                : 3
                : 036013
                Affiliations
                [a ]Beckman Laser Institute and Medical Clinic , Laser Microbeam and Medical Program, Irvine, California, United States
                [b ]University of California , Department of Biomedical Engineering, Irvine, California, United States
                [c ]University of Strasbourgh , ICube Laboratory, Illkirch, France
                [d ]University of California , Irvine Medical Center, Department of Medicine, Division of Pulmonology, Orange, California, United States
                [e ]University of California , Irvine Medical Center, Department of Surgery, Orange, California, United States
                Author notes
                [* ]Address all correspondence to: Bruce J. Tromberg, E-mail: bjtrombe@ 123456uci.edu
                Author information
                https://orcid.org/0000-0001-9124-6388
                https://orcid.org/0000-0002-7481-7975
                Article
                JBO-170721R 170721R
                10.1117/1.JBO.23.3.036013
                5866507
                29575830
                e5a85774-8a64-4bed-926a-a771e730cf7a
                © The Authors.

                Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.

                History
                : 12 November 2017
                : 28 February 2018
                Page count
                Figures: 8, Tables: 1, References: 49, Pages: 12
                Funding
                Funded by: National Institutes of Health https://doi.org/10.13039/100000002
                Award ID: T32-GM08620
                Award ID: R21-EB014440
                Award ID: K01DK-093603
                Award ID: R01-HD065536
                Funded by: National Heart, Lung, and Blood Institute https://doi.org/10.13039/100000050
                Award ID: 5 F30 HL132481-02
                Funded by: ICube
                Funded by: National Institute of Biomedical Imaging and Bioengineering https://doi.org/10.13039/100000070
                Award ID: P41EB015890
                Funded by: Air Force Office of Scientific Research https://doi.org/10.13039/100000181
                Award ID: FA9550-08-1-0384
                Funded by: National Science Foundation https://doi.org/10.13039/100000001
                Award ID: DGE-1144901
                Funded by: Arnold and Mabel Beckman Foundation https://doi.org/10.13039/100000997
                Categories
                Research Papers: Imaging
                Paper
                Custom metadata
                Ghijsen et al.: Quantitative real-time optical imaging of the tissue metabolic rate of oxygen…

                Biomedical engineering
                tissue metabolism,tissue optics,scattering,absorption,speckle contrast
                Biomedical engineering
                tissue metabolism, tissue optics, scattering, absorption, speckle contrast

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