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Machikhin AS, Volkov MV, Khokhlov DD, Lovchikova ED, Potemkin AV, Danilycheva IV, Dorofeeva IV, Shulzhenko AE. Exoscope-based videocapillaroscopy system for in vivo skin microcirculation imaging of various body areas. Biomed Opt Express 2021; 12:4627-4636. [PMID: 34513213 PMCID: PMC8407810 DOI: 10.1364/boe.420786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 06/20/2021] [Accepted: 06/23/2021] [Indexed: 06/13/2023]
Abstract
The capillary system immediately responds to many pathologies and environmental conditions. Accurate monitoring of its functioning often enables early detection of various diseases related to disorders in skin microcirculation. To expand the scope of capillaroscopy application, it is reasonable to visualize and assess blood microcirculation exactly in the areas of inflamed skin. Body vibrations, breathing, non-flat skin surface and other factors hamper the application of conventional capillaroscopes outside the nailfold area. In this paper, we propose an exoscope-based optical system for high-quality non-invasive computational imaging of capillary network in various areas of the body. Accurate image matching and tracking temporal intensity variations allow detecting the presence of blood pulsations, precise mapping of capillaries and photoplethysmogram acquisition. We have demonstrated the efficiency of the proposed approach experimentally by in vivo mapping and analysis of microvessels in wrist, forearm, upper-arm, breast and hip areas. We believe that the developed system will increase the diagnostic value of video capillaroscopy in clinical practice.
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Affiliation(s)
- Alexander S. Machikhin
- Laboratory of Acousto-optic Spectroscopy, Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342, Moscow, Russia
| | - Mikhail V. Volkov
- Faculty of Applied Optics, ITMO University, 49 Kronverksky, 197101, St. Petersburg, Russia
| | - Demid D. Khokhlov
- Laboratory of Acousto-optic Spectroscopy, Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342, Moscow, Russia
| | - Ekaterina D. Lovchikova
- Laboratory of Acousto-optic Spectroscopy, Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences, 15 Butlerova, 117342, Moscow, Russia
| | - Andrey V. Potemkin
- Faculty of Applied Optics, ITMO University, 49 Kronverksky, 197101, St. Petersburg, Russia
| | - Inna V. Danilycheva
- Department of Allergology and Immunotherapy, Institute of Immunology, Federal Medical Biological Agency, 24 Kashirskoe, 115522, Moscow, Russia
| | - Irina V. Dorofeeva
- Department of Allergology and Immunotherapy, Institute of Immunology, Federal Medical Biological Agency, 24 Kashirskoe, 115522, Moscow, Russia
| | - Andrey E. Shulzhenko
- Department of Allergology and Immunotherapy, Institute of Immunology, Federal Medical Biological Agency, 24 Kashirskoe, 115522, Moscow, Russia
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Machikhin AS, Volkov MV, Burlakov AB, Khokhlov DD, Potemkin AV. Blood Vessel Imaging at Pre-Larval Stages of Zebrafish Embryonic Development. Diagnostics (Basel) 2020; 10:diagnostics10110886. [PMID: 33143148 PMCID: PMC7692510 DOI: 10.3390/diagnostics10110886] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/28/2020] [Accepted: 10/28/2020] [Indexed: 01/25/2023] Open
Abstract
The zebrafish (Danio rerio) is an increasingly popular animal model biological system. In cardiovascular research, it has been used to model specific cardiac phenomena as well as to identify novel therapies for human cardiovascular disease. While the zebrafish cardiovascular system functioning is well examined at larval stages, the mechanisms by which vessel activity is initiated remain a subject of intense investigation. In this research, we report on an in vivo stain-free blood vessel imaging technique at pre-larval stages of zebrafish embryonic development. We have developed the algorithm for the enhancement, alignment and spatiotemporal analysis of bright-field microscopy images of zebrafish embryos. It enables the detection, mapping and quantitative characterization of cardiac activity across the whole specimen. To validate the proposed approach, we have analyzed multiple data cubes, calculated vessel images and evaluated blood flow velocity and heart rate dynamics in the absence of any anesthesia. This non-invasive technique may shed light on the mechanism of vessel activity initiation and stabilization as well as the cardiovascular system’s susceptibility to environmental stressors at early developmental stages.
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Affiliation(s)
- Alexander S. Machikhin
- Laboratory of Acousto-optical Spectroscopy, Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences, 117342 Moscow, Russia;
| | - Mikhail V. Volkov
- Department of Applied Optics, University ITMO, 190000 Saint Petersburg, Russia; (M.V.V.); (A.V.P.)
| | - Alexander B. Burlakov
- Department of Ichthyology, Faculty of Biology, Lomonosov Moscow State University, 119991 Moscow, Russia;
| | - Demid D. Khokhlov
- Laboratory of Acousto-optical Spectroscopy, Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences, 117342 Moscow, Russia;
- Correspondence:
| | - Andrey V. Potemkin
- Department of Applied Optics, University ITMO, 190000 Saint Petersburg, Russia; (M.V.V.); (A.V.P.)
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Gorevoy AV, Machikhin AS, Khokhlov DD, Batshev VI. Optimization of prism-based stereoscopic imaging systems at the optical design stage with respect to required 3D measurement accuracy. Opt Express 2020; 28:24418-24430. [PMID: 32906983 DOI: 10.1364/oe.400428] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 07/21/2020] [Indexed: 06/11/2023]
Abstract
We address the optical design procedure of prism-based stereoscopic imaging systems. Conventional approach includes two sequential stages: selection of the hardware and development of the proper digital image processing algorithms. At each of these stages, specific techniques are applied, which are almost unrelated to each other. The main requirements to the imaging system include only the key parameters and the image quality. Therefore, the insufficient measurement accuracy may be revealed only after the prototype is assembled and tested. In this case, even applying complex time-consuming image processing and calibration procedures does not ensure the necessary precision. A radical solution of this issue is to include the measurement error estimation into the optical design stage. In this research, we discuss a simplified implementation of this approach and demonstrate the capabilities of optical design software for this purpose. We demonstrate the effectiveness of this approach by the analysis and optimization of a prism-based stereoscopic imager with respect to required 3D measurement accuracy. The results are meaningful for the development of 3D imaging techniques for machine vision, endoscopic and measurement systems.
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Machikhin AS, Burlakov AB, Volkov MV, Khokhlov DD. Imaging photoplethysmography and videocapillaroscopy enable noninvasive study of zebrafish cardiovascular system functioning. J Biophotonics 2020; 13:e202000061. [PMID: 32306547 DOI: 10.1002/jbio.202000061] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 04/02/2020] [Accepted: 04/15/2020] [Indexed: 06/11/2023]
Abstract
We report on the noninvasive method for in vivo study of fish's cardiovascular system, that is, the heart and the structure of vessels that carry blood throughout the body. The proposed approach is based on combined photoplethysmographic and videocapillaroscopic microscopic imaging and enables noncontact two-dimensional mapping of blood volume changes. We demonstrate that the obtained data allows precise measurements of heartbeat, blood flow velocity and other important parameters (see Videos S1 and S2). To validate the developed image processing technique, we have carried out multiple experiments on zebrafish-a well-proven informative model organism widely used to understand cardiac development. The proposed approach may be effective for the study of cardiovascular system formation and functioning as well as the impact of various influencing factors on them.
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Affiliation(s)
- Alexander S Machikhin
- Laboratory of Acoustooptical Spectroscopy, Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences, Moscow, Russia
| | - Alexander B Burlakov
- Department of Ichthyology, Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Mikhail V Volkov
- Department of Applied Optics, University ITMO, Saint Petersburg, Russia
| | - Demid D Khokhlov
- Laboratory of Acoustooptical Spectroscopy, Scientific and Technological Center of Unique Instrumentation, Russian Academy of Sciences, Moscow, Russia
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Gorevoy AV, Machikhin AS, Khokhlov DD, Batshev VI. Modeling and optimization of a geometrical calibration procedure for stereoscopic video endoscopes. J Opt Soc Am A Opt Image Sci Vis 2019; 36:1871-1882. [PMID: 31873702 DOI: 10.1364/josaa.36.001871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 09/22/2019] [Indexed: 06/10/2023]
Abstract
Stereoscopic video endoscopes are widely used for remote visual inspection and precise three-dimensional (3D) measurements in industrial and biomedical applications. The reconstruction of 3D points from the corresponding image points requires a geometrical calibration procedure, the accuracy of which affects the measurement uncertainty. We propose to perform an optimal choice of the calibration technique and the calibration target parameters using a computer simulation at the design stage. The effectiveness of this approach is demonstrated via the design of a self-developed miniature prism-based stereoscopic system. We simulated acquisition of calibration and measurement data using optical design software. The conventional calibration technique, requiring many positions of the flat target with arbitrary displacements and rotations, was compared with another one that uses the translation stage to provide pure translation of the target. We analyzed the impact of the translation uncertainty, the number of positions, the number of targets, and the uncertainty of image point coordinates on the uncertainty of calibration parameters and 3D measurements. We have shown that the second technique could provide acceptable measurement accuracy using only two images. The results of the computer simulation were confirmed experimentally using the prototype of the stereoscopic endoscope. The proposed approach may be used to optimize calibration techniques and reduce the cost of calibration equipment for various stereoscopic measurement systems.
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Machikhin AS, Zinin PV, Shurygin AV, Khokhlov DD. Imaging system based on a tandem acousto-optical tunable filter for in situ measurements of the high temperature distribution. Opt Lett 2016; 41:901-904. [PMID: 26974075 DOI: 10.1364/ol.41.000901] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We present, to the best of our knowledge, the first experimental demonstration of a new imaging system for in situ measurement of the two-dimensional (2D) distribution of the surface temperature of microscopic specimens. The main component of the system is an imaging tandem acousto-optical tunable filter (TAOTF) synchronized with a video camera. A set of TAOTF spectroscopic images (up to a few hundreds) is taken by the TAOTF imaging system to fit the measured spectral curves in each pixel to the Planck radiation function and determine the temperature and emissivity of the sample using the gray body approximation. It is experimentally shown that this technique provides aberration-free spectral imaging suitable for precise multispectral imaging radiometry (MIR).
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