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Mizeva IA, Podolyan NP, Mamontov OV, Sakovskaia AV, Kamshilin AA. Study of 0.1-Hz vasomotion in microcirculation under local heating by means of imaging photoplethysmography. Biomed Signal Process Control 2025; 100:107188. [DOI: 10.1016/j.bspc.2024.107188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
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Shcherbinin AV, Zaytsev VV, Nippolainen EA, Sokolov AY, Kamshilin AA. A new method of intraoperative assessment of the dynamics of cortical blood flow using imaging photoplethysmography. RUSSIAN JOURNAL OF NEUROSURGERY 2024; 26:43-46. [DOI: 10.17650/1683-3295-2024-26-3-43-56] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
Background. Intraoperative assessment of changes in cerebral blood flow is an important component of objective quality control of surgical treatment of cerebral artery aneurysms. Various techniques have been tried to solve this task, but they all have their drawbacks, which forces us to look for new ways of blood flow monitoring. We propose to use the technology of imaging photoplethysmography (IPPG) – a technically simple, contactless, safe and cheap optical method for assessing the perfusion of biological tissues.Aim. To demonstrate the possibility of using IPPG to assess the dynamics of cerebral blood flow parameters during aneurysm clipping surgery, as well as to identify early changes in blood supply to the cerebral cortex.Materials and methods. The study was carried out during six surgeries of clipping aneurysms of the anterior part of the Willis’s circle, both in the acute stage of rupture (n = 1) and in a planned manner (n = 5). The IPPG system, which is an LED illuminator in a single unit with a digital video camera, was located on a tripod 25 cm from the intervention zone. During each operation, two one-minute recordings of the illuminated surface of the cerebral cortex were performed: after dissection of the dura mater and before its suturing at the end of the main stage of the intervention. To improve the measurement accuracy, video frames of the studied area were recorded synchronously with the registration of an electrocardiogram. After recording, two IPPG parameters were calculated and compared: the amplitude of the pulsatile component and the pulse wave transit time. Thereafter, the obtained data were compared with the results of computed tomography. Statistical analysis was performed using pairwise comparison tests in the GraphPad Prism software package.Results. Clipping of cerebral vessel aneurysms are accompanied by significant changes in the parameters of cerebral blood flow. Analysis of the data for all patients revealed significant differences in IPPG parameters before and after surgery, namely, statistically significant increase in amplitude of the pulsatile component (n = 3) and decrease in pulse wave transit time (n = 5). The absence of significant changes in both parameters was found only in one patient who had mechanical damage in the cortex in the region of video recording.Conclusion. The IPPG system is capable to quantify changes in blood supply to the cortex during surgical treatment of cerebral artery aneurysms and to identify areas with either increased or decreased blood supply. In-depth studies are required to obtain additional markers of the postoperative state of cerebral blood flow.
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Affiliation(s)
- A. V. Shcherbinin
- L.G. Sokolov North-Western District Scientific and Clinical Center, Federal Medical and Biological Agency
| | - V. V. Zaytsev
- L.G. Sokolov North-Western District Scientific and Clinical Center, Federal Medical and Biological Agency;
Institute of Automation and Control Processes, Far Eastern Branch, Russian Academy of Sciences
| | - E. A. Nippolainen
- Institute of Automation and Control Processes, Far Eastern Branch, Russian Academy of Sciences
| | - A. Yu. Sokolov
- I.P. Pavlov First St. Petersburg State Medical University, Ministry of Health of Russia;
I.P. Pavlov Institute of Physiology, Russian Academy of Sciences; St. Petersburg Medico-Social Institute
| | - A. A. Kamshilin
- L.G. Sokolov North-Western District Scientific and Clinical Center, Federal Medical and Biological Agency;
Institute of Automation and Control Processes, Far Eastern Branch, Russian Academy of Sciences
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Semyachkina-Glushkovskaya O, Fedosov I, Zaikin A, Ageev V, Ilyukov E, Myagkov D, Tuktarov D, Blokhina I, Shirokov A, Terskov A, Zlatogorskaya D, Adushkina V, Evsukova A, Dubrovsky A, Tsoy M, Telnova V, Manzhaeva M, Dmitrenko A, Krupnova V, Kurths J. Technology of the photobiostimulation of the brain's drainage system during sleep for improvement of learning and memory in male mice. BIOMEDICAL OPTICS EXPRESS 2024; 15:44-58. [PMID: 38223185 PMCID: PMC10783921 DOI: 10.1364/boe.505618] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/17/2023] [Accepted: 11/20/2023] [Indexed: 01/16/2024]
Abstract
In this study on healthy male mice using confocal imaging of dye spreading in the brain and its further accumulation in the peripheral lymphatics, we demonstrate stronger effects of photobiomodulation (PBM) on the brain's drainage system in sleeping vs. awake animals. Using the Pavlovian instrumental transfer probe and the 2-objects-location test, we found that the 10-day course of PBM during sleep vs. wakefulness promotes improved learning and spatial memory in mice. For the first time, we present the technology for PBM under electroencephalographic (EEG) control that incorporates modern state of the art facilities of optoelectronics and biopotential detection and that can be built of relatively cheap and commercially available components. These findings open a new niche in the development of smart technologies for phototherapy of brain diseases during sleep.
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Affiliation(s)
- Oxana Semyachkina-Glushkovskaya
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
- Physics Department, Humboldt University, Newtonstrasse 15, 12489 Berlin, Germany
| | - Ivan Fedosov
- Institute of Physics, Saratov State University Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Alexey Zaikin
- Department of Mathematics and Institute for Women's Health, University College London, 25 Gordon Street, London, WC1H 0AY, UK
- Centre for Analysis of Complex Systems, Sechenov First Moscow State Medical University, Bolshaya Pirogovskaya 2, building 4, 119435 Moscow, Russia
- Institute for Cognitive Neuroscience, University Higher School of Economics, Moscow, Russia
- Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Vasily Ageev
- Institute of Physics, Saratov State University Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Egor Ilyukov
- Institute of Physics, Saratov State University Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Dmitry Myagkov
- Institute of Physics, Saratov State University Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Dmitry Tuktarov
- Institute of Physics, Saratov State University Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Inna Blokhina
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Alexander Shirokov
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
- Institute of Biochemistry and Physiology of Plants and Microorganisms, Russian Academy of Sciences, Prospekt Entuziastov 13, Saratov 410049, Russia
| | - Andrey Terskov
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Daria Zlatogorskaya
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Viktoria Adushkina
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Arina Evsukova
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Alexander Dubrovsky
- Institute of Physics, Saratov State University Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Maria Tsoy
- Institute of Physics, Saratov State University Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Valeria Telnova
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Maria Manzhaeva
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Alexander Dmitrenko
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Valeria Krupnova
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
| | - Jürgen Kurths
- Department of Biology, Saratov State University, Astrakhanskaya Str. 83, 410012 Saratov, Russia
- Physics Department, Humboldt University, Newtonstrasse 15, 12489 Berlin, Germany
- Centre for Analysis of Complex Systems, Sechenov First Moscow State Medical University, Bolshaya Pirogovskaya 2, building 4, 119435 Moscow, Russia
- Potsdam Institute for Climate Impact Research, Telegrafenberg A31, 14473 Potsdam, Germany
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Kashchenko VA, Lodygin AV, Krasnoselsky KY, Zaytsev VV, Kamshilin AA. Intra-abdominal laparoscopic assessment of organs perfusion using imaging photoplethysmography. Surg Endosc 2023; 37:8919-8929. [PMID: 37872427 DOI: 10.1007/s00464-023-10506-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 09/23/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND An objective evaluation of the functional state and viability of biological tissues during minimally invasive surgery remains unsolved task. Various non-contact methods for evaluating perfusion during laparoscopic surgery are discussed in the literature, but so far there have been no reports of their use in clinical settings. METHODS AND PATIENTS Imaging photoplethysmography (iPPG) is a new method for quantitative assessment of perfusion distribution along the tissue. This is the first study in which we demonstrate successful use of iPPG to assess perfusion of organs during laparoscopic surgery in an operation theater. We used a standard rigid laparoscope connected to a standard digital monochrome camera, and abdominal organs were illuminated by green light. A distinctive feature is the synchronous recording of video frames and electrocardiogram with subsequent correlation data processing. During the laparoscopically assisted surgeries in nine cancer patients, the gradient of perfusion of the affected organs was evaluated. In particular, measurements were carried out before preparing a part of the intestine or stomach for resection, after anastomosis, or during physiological tests. RESULTS The spatial distribution of perfusion and its changes over time were successfully measured in all surgical cases. In particular, perfusion gradient of an intestine before resection was visualized and quantified by our iPPG laparoscope in all respective cases. It was also demonstrated that systemic administration of norepinephrine leads to a sharper gradient between well and poorly perfused areas of the colon. In four surgical cases, we have shown capability of the laparoscopic iPPG system for intra-abdominal assessment of perfusion in the anastomosed organs. Moreover, good repeatability of continuous long-term measurements of tissue perfusion inside the abdominal cavity was experimentally demonstrated. CONCLUSION Our study carried out in real clinical settings has shown that iPPG laparoscope is feasible for intra-abdominal visualization and quantitative assessment of perfusion distribution.
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Affiliation(s)
- Victor A Kashchenko
- First Surgical Department, North-Western District Scientific and Clinical Center Named After L.G. Sokolov of the Federal Medical and Biological Agency, Saint Petersburg, Russia, 194291
- Department of Faculty Surgery, St. Petersburg State University, Saint Petersburg, Russia, 199106
| | - Alexander V Lodygin
- First Surgical Department, North-Western District Scientific and Clinical Center Named After L.G. Sokolov of the Federal Medical and Biological Agency, Saint Petersburg, Russia, 194291
- Department of Faculty Surgery, St. Petersburg State University, Saint Petersburg, Russia, 199106
| | - Konstantin Yu Krasnoselsky
- First Surgical Department, North-Western District Scientific and Clinical Center Named After L.G. Sokolov of the Federal Medical and Biological Agency, Saint Petersburg, Russia, 194291
- Department of Anesthesiology-Resuscitation and Emergency Pediatrics, St. Petersburg State Pediatric Medical University, Saint Petersburg, Russia, 194100
| | - Valeriy V Zaytsev
- Laboratory of New Functional Materials for Photonics, Institute of Automation and Control Processes of the Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia, 690041
- Organizational and Methodological Department, North-Western District Scientific and Clinical Center Named After L.G. Sokolov of the Federal Medical and Biological Agency, Saint Petersburg, Russia, 194291
| | - Alexei A Kamshilin
- Laboratory of New Functional Materials for Photonics, Institute of Automation and Control Processes of the Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia, 690041.
- Organizational and Methodological Department, North-Western District Scientific and Clinical Center Named After L.G. Sokolov of the Federal Medical and Biological Agency, Saint Petersburg, Russia, 194291.
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Chalopin C, Pfahl A, Köhler H, Knospe L, Maktabi M, Unger M, Jansen-Winkeln B, Thieme R, Moulla Y, Mehdorn M, Sucher R, Neumuth T, Gockel I, Melzer A. Alternative intraoperative optical imaging modalities for fluorescence angiography in gastrointestinal surgery: spectral imaging and imaging photoplethysmography. MINIM INVASIV THER 2023; 32:222-232. [PMID: 36622288 DOI: 10.1080/13645706.2022.2164469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/29/2022] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Intraoperative near-infrared fluorescence angiography with indocyanine green (ICG-FA) is a well-established modality in gastrointestinal surgery. Its main drawback is the application of a fluorescent agent with possible side effects for patients. The goal of this review paper is the presentation of alternative, non-invasive optical imaging methods and their comparison with ICG-FA. MATERIAL AND METHODS The principles of ICG-FA, spectral imaging, imaging photoplethysmography (iPPG), and their applications in gastrointestinal surgery are described based on selected published works. RESULTS The main applications of the three modalities are the evaluation of tissue perfusion, the identification of risk structures, and tissue segmentation or classification. While the ICG-FA images are mainly evaluated visually, leading to subjective interpretations, quantitative physiological parameters and tissue segmentation are provided in spectral imaging and iPPG. The combination of ICG-FA and spectral imaging is a promising method. CONCLUSIONS Non-invasive spectral imaging and iPPG have shown promising results in gastrointestinal surgery. They can overcome the main drawbacks of ICG-FA, i.e. the use of contrast agents, the lack of quantitative analysis, repeatability, and a difficult standardization of the acquisition. Further technical improvements and clinical evaluations are necessary to establish them in daily clinical routine.
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Affiliation(s)
- Claire Chalopin
- Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, Leipzig, Germany
| | - Annekatrin Pfahl
- Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, Leipzig, Germany
| | - Hannes Köhler
- Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, Leipzig, Germany
| | - Luise Knospe
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig AöR, Leipzig, Germany
| | - Marianne Maktabi
- Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, Leipzig, Germany
- Department of Electrical, Mechanical and Industrial Engineering, Anhalt University of Applied Science, Köthen (Anhalt), Germany
| | - Michael Unger
- Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, Leipzig, Germany
| | - Boris Jansen-Winkeln
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig AöR, Leipzig, Germany
- Department of General, Visceral and Oncological Surgery, St. Georg Hospital, Leipzig, Germany
| | - René Thieme
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig AöR, Leipzig, Germany
| | - Yusef Moulla
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig AöR, Leipzig, Germany
| | - Matthias Mehdorn
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig AöR, Leipzig, Germany
| | - Robert Sucher
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig AöR, Leipzig, Germany
| | - Thomas Neumuth
- Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, Leipzig, Germany
| | - Ines Gockel
- Department of Visceral, Transplant, Thoracic, and Vascular Surgery, University Hospital of Leipzig AöR, Leipzig, Germany
| | - Andreas Melzer
- Innovation Center Computer Assisted Surgery (ICCAS), Faculty of Medicine, Leipzig University, Leipzig, Germany
- Institute of Medical Science and Technology (IMSAT), University of Dundee, Dundee, UK
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Guo Y, Weng Y, Zhang Y, Tong S, Liu Y, Lu Z, Miao P. Random matrix-based laser speckle contrast imaging enables quasi-3D blood flow imaging in laparoscopic surgery. BIOMEDICAL OPTICS EXPRESS 2023; 14:1480-1493. [PMID: 37078051 PMCID: PMC10110314 DOI: 10.1364/boe.483655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 05/03/2023]
Abstract
Laser speckle contrast imaging (LSCI) provides full-field and label-free imaging of blood flow and tissue perfusion. It has emerged in the clinical environment, including the surgical microscope and endoscope. Although traditional LSCI has been improved in resolution and SNR, there are still challenges in clinical translations. In this study, we applied a random matrix description for the statistical separation of single and multiple scattering components in LSCI using a dual-sensor laparoscopy. Both in-vitro tissue phantom and in-vivo rat experiments were performed to test the new laparoscopy in the laboratory environment. This random matrix-based LSCI (rmLSCI) provides the blood flow and tissue perfusion in superficial and deeper tissue respectively, which is particularly useful in intraoperative laparoscopic surgery. The new laparoscopy provides the rmLSCI contrast images and white light video monitoring simultaneously. Pre-clinical swine experiment was also performed to demonstrate the quasi-3D reconstruction of the rmLSCI method. The quasi-3D ability of the rmLSCI method shows more potential in other clinical diagnostics and therapies using gastroscopy, colonoscopy, surgical microscope, etc.
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Affiliation(s)
- Yong Guo
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yuanchi Weng
- Department of General Surgury, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Yifan Zhang
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Shanbao Tong
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yan Liu
- Department of Gastroenterology, The First Medical Center of PLA General Hospital, Beijing, 100171, China
| | - Zheng Lu
- Senior Department of Hepatology, The Fifth Medical Center of PLA General Hospital, Beijing, 100039, China
| | - Peng Miao
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
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Imaging Photoplethysmography for Noninvasive Anastomotic Perfusion Assessment in Intestinal Surgery. J Surg Res 2023; 283:705-712. [PMID: 36462380 DOI: 10.1016/j.jss.2022.10.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 10/24/2022] [Accepted: 10/29/2022] [Indexed: 12/03/2022]
Abstract
INTRODUCTION Anastomotic leakage after gastrointestinal surgery has a high impact on patient's quality of life and its origin is associated with inadequate perfusion. Imaging photoplethysmography (iPPG) is a noninvasive imaging technique that measures blood-volume changes in the microvascular tissue bed and detects changes in tissue perfusion. MATERIALS AND METHODS Intraoperative iPPG imaging was performed in 29 patients undergoing an open segment resection of the small intestine or colon. During each surgery, imaging was performed on fully perfused (true positives) and ischemic intestines (true negatives) and the anastomosis (unknowns). Imaging consisted of a 30-s video from which perfusion maps were extracted, providing detailed information about blood flow within the intestine microvasculature. To detect the predictive capabilities of iPPG, true positive and true negative perfusion conditions were used to develop two different perfusion classification methods. RESULTS iPPG-derived perfusion parameters were highly correlated with perfusion-perfused or ischemic-in intestinal tissues. A perfusion confidence map distinguished perfused and ischemic intestinal tissues with 96% sensitivity and 86% specificity. Anastomosis images were scored as adequately perfused in 86% of cases and 14% inconclusive. The cubic-Support Vector Machine achieved 90.9% accuracy and an area under the curve of 96%. No anastomosis-related postoperative complications were encountered in this study. CONCLUSIONS This study shows that noninvasive intraoperative iPPG is suitable for the objective assessment of small intestine and colon anastomotic perfusion. In addition, two perfusion classification methods were developed, providing the first step in an intestinal perfusion prediction model.
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Kashchenko VA, Kamshilin AA, Zaitsev VV, Pavlov RV, Bogatikov AA, Lodigin AV, Guschina OB, Boyko NA. [Possibilities of tissue perfusion assessment in abdominal surgery: integration into the intraoperative system of safety control points]. Khirurgiia (Mosk) 2023:33-42. [PMID: 37682545 DOI: 10.17116/hirurgia202309233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
OBJECTIVE To evaluate the possibility of integrating tissue perfusion assessment techniques (ICG perfusion and imaging photoplethysmography - iPPG) into the system of intraoperative control points of laparoscopic interventions with a reconstructive component. MATERIALS AND METHODS Quantitative assessment of ICG fluorescence and iPPG were used during 8 laparoscopically assisted interventions: gastrectomy for gastric cancer (total - 2 and distal - 1) and colorectal resections (left-sided colorectal resections - 4 and right hemicolectomy - 1). RESULTS Four stages are presented for the assessment of tissue perfusion: initial assessment, before intestine transection, before anastomosis formation, and evaluation of anastomosis. From the point of view of the significance of clinical decision-making, the «before intestine transection» stage is of great importance, due to the ease of transferring the resection level to the optimal tissue perfusion zone. CONCLUSION Integration of tissue perfusion assessment techniques into the system of intraoperative checkpoints is possible and promising.
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Affiliation(s)
- V A Kashchenko
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
| | - A A Kamshilin
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- Institute of Automation and Control Processes, Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia
| | - V V Zaitsev
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- Institute of Automation and Control Processes, Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia
| | - R V Pavlov
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
| | - A A Bogatikov
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
| | - A V Lodigin
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
| | - O B Guschina
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
| | - N A Boyko
- North-Western District Scientific and Clinical Center named after L.G. Sokolov of the Federal Medical and Biological Agency, St. Petersburg, Russia
- St. Petersburg State University, St. Petersburg, Russia
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Kamshilin AA. Imaging Photoplethysmography as a Reliable Tool for Monitoring Tissue Perfusion during Open Brain and Abdominal Surgeries. BULLETIN OF THE RUSSIAN ACADEMY OF SCIENCES: PHYSICS 2022; 86:S85-S91. [DOI: 10.3103/s1062873822700447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/14/2022] [Accepted: 10/20/2022] [Indexed: 01/12/2025]
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