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Markwalder L, Gush R, Khan F, Murdoch CE, Krstajić N. In vivo laser speckle contrast imaging of microvascular blood perfusion using a chip-on-tip camera. iScience 2024; 27:109077. [PMID: 38375226 PMCID: PMC10875563 DOI: 10.1016/j.isci.2024.109077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 08/28/2023] [Accepted: 01/26/2024] [Indexed: 02/21/2024] Open
Abstract
Laser speckle contrast imaging (LSCI) is an important non-invasive capability for real-time imaging for tissue-perfusion assessment. Yet, the size and weight of current clinical standard LSCI instrumentation restricts usage to mainly peripheral skin perfusion. Miniaturization of LSCI could enable hand-held instrumentation to image internal organ/tissue to produce accurate speckle-perfusion maps. We characterized a 1mm2 chip-on-tip camera for LSCI of blood perfusion in vivo and with a flow model. A dedicated optical setup was built to compare chip-on-tip camera to a high specification reference camera (GS3) for LSCI. We compared LSCI performance using a calibration standard and a flow phantom. Subsequently the camera assessed placenta perfusion in a small animal model. Lastly, a human study was conducted on the perfusion in fingertips of 13-volunteers. We demonstrate that the chip-on-tip camera can perform wide-field, in vivo, LSCI of tissue perfusion with the ability to measure physiological blood flow changes comparable with a standard reference camera.
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Affiliation(s)
- Lukas Markwalder
- Systems Medicine, School of Medicine, University of Dundee, Ninewells Hospital & Medical School, DD1 9SY Dundee, UK
| | - Rodney Gush
- Moor Instruments, Millwey Rise Industrial Estate, Weycroft Avenue, EX13 5HU Axminster, UK
| | - Faisel Khan
- Systems Medicine, School of Medicine, University of Dundee, Ninewells Hospital & Medical School, DD1 9SY Dundee, UK
| | - Colin E. Murdoch
- Systems Medicine, School of Medicine, University of Dundee, Ninewells Hospital & Medical School, DD1 9SY Dundee, UK
| | - Nikola Krstajić
- School of Science and Engineering, Fulton Building, University of Dundee, DD1 4HN Dundee, UK
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Park HS, Shim MJ, Kim Y, Ko TY, Choi JH, Ahn YC. Multimodal real-time imaging with laser speckle contrast and fluorescent contrast. Photodiagnosis Photodyn Ther 2024; 45:103912. [PMID: 38043762 DOI: 10.1016/j.pdpdt.2023.103912] [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: 10/18/2023] [Revised: 11/16/2023] [Accepted: 11/28/2023] [Indexed: 12/05/2023]
Abstract
INTRODUCTION Laser speckle contrast imaging (LSCI) can achieve real-time 2D perfusion maps non-invasively. However, LSCI is still difficult to use in general clinical applications because of movement sensitivity and limitations in blood flow analysis. To overcome this, fluorescence imaging (FI) is combined with LSCI using a light source with a wavelength of 785 nm in near-infrared (NIR) region and validates to visualize real-time blood perfusion. MATERIALS AND METHODS The system was performed using Intralipid and indocyanine green (ICG) in a flow phantom that has three tubes and controlled the flow rate in 0-150 μl/min range. First, real-time LSCI was monitored and measured the change in speckle contrast by reperfusion. Then, we visualized blood perfusion of a rabbit ear under the non-invasive condition by intravenous injection using a total of five different ICG concentration solutions from 128 μM to 3.22 mM. RESULTS The combined system achieved the performance of processing laser speckle images at about 37-38 fps, and we simultaneously confirmed the fluorescence of ICG and changes in speckle contrast due to intralipid as a light scatterer. In addition, we obtained real-time contrast variation and fluorescent images occurring in rabbit's blood perfusion. CONCLUSIONS The aim of this study is to provide a real-time diagnostic imaging system that can be used in general clinical applications. LSCI and FI are combined complementary for observing tissue perfusion using a single NIR light source. The combined system could achieve real-time visualization of blood perfusion non-invasively.
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Affiliation(s)
- Hyun-Seo Park
- Industry 4.0 Convergence Bionics Engineering, Pukyong National University, Busan 48513, South Korea
| | - Min-Jae Shim
- Department of Biomedical Engineering, Pukyong National University, Busan 48513, South Korea
| | - Yikeun Kim
- Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan 44919, South Korea
| | - Taek-Yong Ko
- Kosin University Gospel Hospital, Busan 49267, South Korea
| | - Jin-Hyuk Choi
- Kosin University Gospel Hospital, Busan 49267, South Korea
| | - Yeh-Chan Ahn
- Industry 4.0 Convergence Bionics Engineering, Pukyong National University, Busan 48513, South Korea; Department of Biomedical Engineering, Pukyong National University, Busan 48513, South Korea.
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Heeman W, Calon J, van der Bilt A, Pierie JPEN, Pereboom I, van Dam GM, Boerma EC. Dye-free visualisation of intestinal perfusion using laser speckle contrast imaging in laparoscopic surgery: a prospective, observational multi-centre study. Surg Endosc 2023; 37:9139-9146. [PMID: 37814165 PMCID: PMC10709216 DOI: 10.1007/s00464-023-10493-0] [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: 07/03/2023] [Accepted: 09/23/2023] [Indexed: 10/11/2023]
Abstract
INTRODUCTION Intraoperative perfusion imaging may help the surgeon in creating the intestinal anastomoses in optimally perfused tissue. Laser speckle contrast imaging (LSCI) is such a perfusion visualisation technique that is characterized by dye-free, real-time and continuous imaging. Our aim is to validate the use of a novel, dye-free visualization tool to detect perfusion deficits using laparoscopic LSCI. METHODS In this multi-centre study, a total of 64 patients were imaged using the laparoscopic laser speckle contrast imager. Post-operatively, surgeons were questioned if the additional visual feedback would have led to a change in clinical decision-making. RESULTS This study suggests that the laparoscopic laser speckle contrast imager PerfusiX-Imaging is able to image colonic perfusion. All images were clear and easy to interpret for the surgeon. The device is non-disruptive of the surgical procedure with an average added surgical time of 2.5 min and no change in surgical equipment. The potential added clinical value is accentuated by the 17% of operating surgeons indicating a change in anastomosis location. Further assessment and analysis of both white light and PerfusiX perfusion images by non-involved, non-operating surgeons showed an overall agreement of 80%. CONCLUSION PerfusiX-Imaging is a suitable laparoscopic perfusion imaging system for colon surgery that can visualize perfusion in real-time with no change in surgical equipment. The additional visual feedback could help guide the surgeons in placing the anastomosis at the most optimal site.
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Affiliation(s)
- Wido Heeman
- Faculty Campus Fryslân, University of Groningen, Wirdumerdijk 34, 8911 CE, Leeuwarden, The Netherlands.
- Department of Surgery, University Medical Centre Groningen, 9713 GZ, Groningen, The Netherlands.
- LIMIS Development BV, 8934 AD, Leeuwarden, The Netherlands.
| | - Joost Calon
- ZiuZ Visual Intelligence BV, 8401 DK, Gorredijk, The Netherlands
| | - Arne van der Bilt
- Department of Surgery, University Medical Centre Groningen, 9713 GZ, Groningen, The Netherlands
| | - Jean-Pierre E N Pierie
- Medical Center Leeuwarden, Department of Surgery, 8934 AD, Leeuwarden, The Netherlands
- Post Graduate School of Medicine, University Medical Center Groningen, 9713 GZ, Groningen, The Netherlands
| | - Ilona Pereboom
- Department of Surgery, Nij Smellinghe Hospital, 9202 NN, Drachten, The Netherlands
| | - Gooitzen M van Dam
- Department of Surgery, University Medical Centre Groningen, 9713 GZ, Groningen, The Netherlands
| | - E Christiaan Boerma
- Department of Intensive Care, Medical Center Leeuwarden, 8934 AD, Leeuwarden, The Netherlands
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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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Fang Y, van Ooijen L, Ambagtsheer G, Nikolaev AV, Clahsen-van Groningen MC, Dankelman J, de Bruin RWF, Minnee RC. Real-time laser speckle contrast imaging measurement during normothermic machine perfusion in pretransplant kidney assessment. Lasers Surg Med 2023; 55:784-793. [PMID: 37555246 DOI: 10.1002/lsm.23715] [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: 03/16/2023] [Revised: 07/31/2023] [Accepted: 07/31/2023] [Indexed: 08/10/2023]
Abstract
OBJECTIVES Normothermic machine perfusion (NMP) provides a platform for pre-transplant kidney quality assessment that is essential for the use of marginal donor kidneys. Laser speckle contrast imaging (LSCI) presents distinct advantages as a real-time and noncontact imaging technique for measuring microcirculation. In this study, we aimed to assess the value of LSCI in visualizing renal cortical perfusion and investigate the additional value of dual-side LSCI measurements compared to single aspect measurement during NMP. METHODS Porcine kidneys were obtained from a slaughterhouse and then underwent NMP. LSCI was used to measure one-sided cortical perfusion in the first 100 min of NMP. Thereafter, the inferior renal artery branch was occluded to induce partial ischemia and LSCI measurements on both ventral and dorsal sides were performed. RESULTS LSCI fluxes correlated linearly with the renal blood flow (R2 = 0.90, p < 0.001). After renal artery branch occlusion, absence of renal cortical perfusion could be visualized and semiquantified by LSCI. The overall ischemic area percentage of the ventral and dorsal sides was comparable (median interquartile range [IQR], 38 [24-43]% vs. 29 [17-46]%, p = 0.43), but heterogenous patterns between the two aspects were observed. There was a significant difference in oxygen consumption (mean ± standard deviation [SD], 2.57 ± 0.63 vs. 1.83 ± 0.49 mLO2 /min/100 g, p < 0.001), urine output (median [IQR], 1.3 [1.1-1.7] vs. 0.8 [0.6-1.3] mL/min, p < 0.05), lactate dehydrogenase (mean ± SD, 768 ± 370 vs. 905 ± 401 U/L, p < 0.05) and AST (mean ± SD, 352 ± 285 vs. 462 ± 383 U/L, p < 0.01) before and after renal artery occlusion, while no significant difference was found in creatinine clearance, fractional excretion of sodium, total sodium reabsorption and histological damage. CONCLUSIONS LSCI fluxes correlated linearly with renal blood flow during NMP. Renal cortical microcirculation and absent perfusion can be visualized and semiquantified by LSCI. It provides a relative understanding of perfusion levels, allowing for a qualitative comparison between regions in the kidney. Dual-side LSCI measurements are of added value compared to single aspect measurement and renal function markers.
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Affiliation(s)
- Yitian Fang
- Department of Surgery, Division of HPB and Transplant Surgery, Transplant Institute, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Lisanne van Ooijen
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands
| | - Gisela Ambagtsheer
- Department of Surgery, Division of HPB and Transplant Surgery, Transplant Institute, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Anton V Nikolaev
- Department of Cardiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Marian C Clahsen-van Groningen
- Department of Pathology and Clinical Bioinformatics, Erasmus Medical Center, Rotterdam, the Netherlands
- Institute of Experimental and Systems Biology, RWTH Aachen University, Aachen, Germany
| | - Jenny Dankelman
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands
| | - Ron W F de Bruin
- Department of Surgery, Division of HPB and Transplant Surgery, Transplant Institute, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Robert C Minnee
- Department of Surgery, Division of HPB and Transplant Surgery, Transplant Institute, Erasmus Medical Center, Rotterdam, the Netherlands
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Kim Y, Choi WJ, Oh J, Lee K, Kim JK. Smartphone-Based Rigid Endoscopy Device with Hemodynamic Response Imaging and Laser Speckle Contrast Imaging. BIOSENSORS 2023; 13:816. [PMID: 37622902 PMCID: PMC10452712 DOI: 10.3390/bios13080816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/11/2023] [Accepted: 08/13/2023] [Indexed: 08/26/2023]
Abstract
Modern smartphones have been employed as key elements in point-of-care (POC) devices due to remarkable advances in their form factor, computing, and display performances. Recently, we reported a combination of the smartphone with a handheld endoscope using laser speckle contrast imaging (LSCI), suggesting potential for functional POC endoscopy. Here, we extended our work to develop a smartphone-combined multifunctional handheld endoscope using dual-wavelength LSCI. Dual-wavelength LSCI is used to monitor the changes in dynamic blood flow as well as changes in the concentration of oxygenated (HbO2), deoxygenated (Hbr), and total hemoglobin (HbT). The smartphone in the device performs fast acquisition and computation of the raw LSCI data to map the blood perfusion parameters. The flow imaging performance of the proposed device was tested with a tissue-like flow phantom, exhibiting a speckle flow index map representing the blood perfusion. Furthermore, the device was employed to assess the blood perfusion status from an exteriorized intestine model of rat in vivo during and after local ischemia, showing that blood flow and HbO2 gradually decreased in the ischemic region whereas hyperemia and excess increases in HbO2 were observed in the same region right after reperfusion. The results indicate that the combination of LSCI with smartphone endoscopy delivers a valuable platform for better understanding of the functional hemodynamic changes in the vasculatures of the internal organs, which may benefit POC testing for diagnosis and treatment of vascular diseases.
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Affiliation(s)
- Youngkyu Kim
- Biomedical Engineering Research Center, Asan Medical Center, Seoul 05505, Republic of Korea;
| | - Woo June Choi
- School of Electrical and Electronics Engineering, Chung-Ang University, Seoul 06974, Republic of Korea;
| | - Jeongmin Oh
- Department of Biomedical Engineering, College of Medicine, University of Ulsan, Seoul 05505, Republic of Korea; (J.O.); (K.L.)
| | - Kwanhee Lee
- Department of Biomedical Engineering, College of Medicine, University of Ulsan, Seoul 05505, Republic of Korea; (J.O.); (K.L.)
| | - Jun Ki Kim
- Biomedical Engineering Research Center, Asan Medical Center, Seoul 05505, Republic of Korea;
- Department of Biomedical Engineering, College of Medicine, University of Ulsan, Seoul 05505, Republic of Korea; (J.O.); (K.L.)
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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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Optical Coherence Tomography Angiography of the Intestine: How to Prevent Motion Artifacts in Open and Laparoscopic Surgery? Life (Basel) 2023; 13:life13030705. [PMID: 36983861 PMCID: PMC10055682 DOI: 10.3390/life13030705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 02/25/2023] [Accepted: 02/28/2023] [Indexed: 03/08/2023] Open
Abstract
(1) Introduction. The problem that limits the intraoperative use of OCTA for the intestinal circulation diagnostics is the low informative value of OCTA images containing too many motion artifacts. The aim of this study is to evaluate the efficiency and safety of the developed unit for the prevention of the appearance of motion artifacts in the OCTA images of the intestine in both open and laparoscopic surgery in the experiment; (2) Methods. A high-speed spectral-domain multimodal optical coherence tomograph (IAP RAS, Russia) operating at a wavelength of 1310 nm with a spectral width of 100 μm and a power of 2 mW was used. The developed unit was tested in two groups of experimental animals—on minipigs (group I, n = 10, open abdomen) and on rabbits (group II, n = 10, laparoscopy). Acute mesenteric ischemia was modeled and then 1 h later the small intestine underwent OCTA evaluation. A total of 400 OCTA images of the intact and ischemic small intestine were obtained and analyzed. The quality of the obtained OCTA images was evaluated based on the score proposed in 2020 by the group of Magnin M. (3) Results. Without stabilization, OCTA images of the intestine tissues were informative only in 32–44% of cases in open surgery and in 14–22% of cases in laparoscopic surgery. A vacuum bowel stabilizer with a pressure deficit of 22–25 mm Hg significantly reduced the number of motion artifacts. As a result, the proportion of informative OCTA images in open surgery increased up to 86.5% (Χ2 = 200.2, p = 0.001), and in laparoscopy up to 60% (Χ2 = 148.3, p = 0.001). (4) Conclusions. The used vacuum tissue stabilizer enabled a significant increase in the proportion of informative OCTA images by significantly reducing the motion artifacts.
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Liu YZ, Mehrotra S, Nwaiwu CA, Buharin VE, Oberlin J, Stolyarov R, Schwaitzberg SD, Kim PCW. Real-time quantification of intestinal perfusion and arterial versus venous occlusion using laser speckle contrast imaging in porcine model. Langenbecks Arch Surg 2023; 408:114. [PMID: 36859714 DOI: 10.1007/s00423-023-02845-0] [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: 09/01/2022] [Accepted: 02/16/2023] [Indexed: 03/03/2023]
Abstract
PURPOSE Real-time intraoperative perfusion assessment may reduce anastomotic leaks. Laser speckle contrast imaging (LSCI) provides dye-free visualization of perfusion by capturing coherent laser light scatter from red blood cells and displays perfusion as a colormap. Herein, we report a novel method to precisely quantify intestinal perfusion using LSCI. METHODS ActivSight™ is an FDA-cleared multi-modal visualization system that can detect and display perfusion via both indocyanine green imaging (ICG) and LSCI in minimally invasive surgery. An experimental prototype LSCI perfusion quantification algorithm was evaluated in porcine models. Porcine small bowel was selectively devascularized to create regions of perfused/watershed/ischemic bowel, and progressive aortic inflow/portal vein outflow clamping was performed to study arterial vs. venous ischemia. Continuous arterial pressure was monitored via femoral line. RESULTS LSCI perfusion colormaps and quantification distinguished between perfused, watershed, and ischemic bowel in all vascular control settings: no vascular occlusion (p < 0.001), aortic occlusion (p < 0.001), and portal venous occlusion (p < 0.001). LSCI quantification demonstrated similar levels of ischemia induced both by states of arterial inflow and venous outflow occlusion. LSCI-quantified perfusion values correlated positively with higher mean arterial pressure and with increasing distance from ischemic bowel. CONCLUSION LSCI relative perfusion quantification may provide more objective real-time assessment of intestinal perfusion compared to conventional naked eye assessment by quantifying currently subjective gradients of bowel ischemia and identifying both arterial/venous etiologies of ischemia.
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Affiliation(s)
- Yao Z Liu
- Department of Surgery, Brown University, Providence, RI, USA
- Activ Surgical, 30 Thomson Pl, 2nd Floor, Boston, MA, 02210, USA
| | - Saloni Mehrotra
- Activ Surgical, 30 Thomson Pl, 2nd Floor, Boston, MA, 02210, USA
- Department of Surgery, University of Buffalo, Buffalo, NY, USA
| | - Chibueze A Nwaiwu
- Department of Surgery, Brown University, Providence, RI, USA
- Activ Surgical, 30 Thomson Pl, 2nd Floor, Boston, MA, 02210, USA
| | | | - John Oberlin
- Activ Surgical, 30 Thomson Pl, 2nd Floor, Boston, MA, 02210, USA
| | - Roman Stolyarov
- Activ Surgical, 30 Thomson Pl, 2nd Floor, Boston, MA, 02210, USA
| | | | - Peter C W Kim
- Department of Surgery, Brown University, Providence, RI, USA.
- Activ Surgical, 30 Thomson Pl, 2nd Floor, Boston, MA, 02210, USA.
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Wang Y, Tiusaba L, Jacobs S, Saruwatari M, Ning B, Levitt M, Sandler AD, Nam SH, Kang JU, Cha J. Unsupervised and quantitative intestinal ischemia detection using conditional adversarial network in multimodal optical imaging. J Med Imaging (Bellingham) 2022; 9:064502. [PMID: 36466077 PMCID: PMC9704416 DOI: 10.1117/1.jmi.9.6.064502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 11/03/2022] [Indexed: 11/30/2023] Open
Abstract
Purpose Intraoperative evaluation of bowel perfusion is currently dependent upon subjective assessment. Thus, quantitative and objective methods of bowel viability in intestinal anastomosis are scarce. To address this clinical need, a conditional adversarial network is used to analyze the data from laser speckle contrast imaging (LSCI) paired with a visible-light camera to identify abnormal tissue perfusion regions. Approach Our vision platform was based on a dual-modality bench-top imaging system with red-green-blue (RGB) and dye-free LSCI channels. Swine model studies were conducted to collect data on bowel mesenteric vascular structures with normal/abnormal microvascular perfusion to construct the control or experimental group. Subsequently, a deep-learning model based on a conditional generative adversarial network (cGAN) was utilized to perform dual-modality image alignment and learn the distribution of normal datasets for training. Thereafter, abnormal datasets were fed into the predictive model for testing. Ischemic bowel regions could be detected by monitoring the erroneous reconstruction from the latent space. The main advantage is that it is unsupervised and does not require subjective manual annotations. Compared with the conventional qualitative LSCI technique, it provides well-defined segmentation results for different levels of ischemia. Results We demonstrated that our model could accurately segment the ischemic intestine images, with a Dice coefficient and accuracy of 90.77% and 93.06%, respectively, in 2560 RGB/LSCI image pairs. The ground truth was labeled by multiple and independent estimations, combining the surgeons' annotations with fastest gradient descent in suspicious areas of vascular images. The total processing time was 0.05 s for an image size of 256 × 256 . Conclusions The proposed cGAN can provide pixel-wise and dye-free quantitative analysis of intestinal perfusion, which is an ideal supplement to the traditional LSCI technique. It has potential to help surgeons increase the accuracy of intraoperative diagnosis and improve clinical outcomes of mesenteric ischemia and other gastrointestinal surgeries.
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Affiliation(s)
- Yaning Wang
- Johns Hopkins University, Department of Electrical and Computer Engineering, Baltimore, Maryland, United States
| | - Laura Tiusaba
- Children’s National Hospital, Division of Colorectal and Pelvic Reconstruction, Washington, District of Columbia, United States
| | - Shimon Jacobs
- Children’s National Hospital, Division of Colorectal and Pelvic Reconstruction, Washington, District of Columbia, United States
| | - Michele Saruwatari
- Children’s National Hospital, Sheikh Zayed Surgical Institute, Washington, District of Columbia, United States
| | - Bo Ning
- Children’s National Hospital, Sheikh Zayed Surgical Institute, Washington, District of Columbia, United States
| | - Marc Levitt
- Children’s National Hospital, Division of Colorectal and Pelvic Reconstruction, Washington, District of Columbia, United States
| | - Anthony D. Sandler
- Children’s National Hospital, Sheikh Zayed Surgical Institute, Washington, District of Columbia, United States
| | - So-Hyun Nam
- Dong-A University Medical Center, Department of Surgery, Busan, Republic of Korea
| | - Jin U. Kang
- Johns Hopkins University, Department of Electrical and Computer Engineering, Baltimore, Maryland, United States
| | - Jaepyeong Cha
- Children’s National Hospital, Sheikh Zayed Surgical Institute, Washington, District of Columbia, United States
- George Washington University School of Medicine and Health Sciences, Department of Pediatrics, Washington, District of Columbia, United States
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Utility and usability of laser speckle contrast imaging (LSCI) for displaying real-time tissue perfusion/blood flow in robot-assisted surgery (RAS): comparison to indocyanine green (ICG) and use in laparoscopic surgery. Surg Endosc 2022:10.1007/s00464-022-09590-3. [PMID: 36109357 PMCID: PMC9483347 DOI: 10.1007/s00464-022-09590-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 08/25/2022] [Indexed: 11/12/2022]
Abstract
Background Utility and usability of laser speckle contrast imaging (LSCI) in detecting real-time tissue perfusion in robot-assisted surgery (RAS) and laparoscopic surgery are not known. LSCI displays a color heatmap of real-time tissue blood flow by capturing the interference of coherent laser light on red blood cells. LSCI has advantages in perfusion visualization over indocyanine green imaging (ICG) including repeat use on demand, no need for dye, and no latency between injection and display. Herein, we report the first-in-human clinical comparison of a novel device combining proprietary LSCI processing and ICG for real-time perfusion assessment during RAS and laparoscopic surgeries. Methods ActivSight™ imaging module is integrated between a standard laparoscopic camera and scope, capable of detecting tissue blood flow via LSCI and ICG in laparoscopic surgery. From November 2020 to July 2021, we studied its use during elective robotic-assisted and laparoscopic cholecystectomies, colorectal, and bariatric surgeries (NCT# 04633512). For RAS, an ancillary laparoscope with ActivSight imaging module was used for LSCI/ICG visualization. We determined safety, usability, and utility of LSCI in RAS vs. laparoscopic surgery using end-user/surgeon human factor testing (Likert scale 1–5) and compared results with two-tailed t tests. Results 67 patients were included in the study—40 (60%) RAS vs. 27 (40%) laparoscopic surgeries. Patient demographics were similar in both groups. No adverse events to patients and surgeons were observed in both laparoscopic and RAS groups. Use of an ancillary laparoscopic system for LSCI/ICG visualization had minimal impact on usability in RAS as evidenced by surgeon ratings of device usability (set-up 4.2/5 and form-factor 3.8/5). LSCI ability to detect perfusion (97.5% in RAS vs 100% in laparoscopic cases) was comparable in both RAS and laparoscopic cases. Conclusions LSCI demonstrates comparable utility and usability in detecting real-time tissue perfusion/blood flow in RAS and laparoscopic surgery. Graphical abstract ![]()
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Compact Smartphone-Based Laser Speckle Contrast Imaging Endoscope Device for Point-of-Care Blood Flow Monitoring. BIOSENSORS 2022; 12:bios12060398. [PMID: 35735546 PMCID: PMC9220785 DOI: 10.3390/bios12060398] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/02/2022] [Accepted: 06/07/2022] [Indexed: 11/17/2022]
Abstract
Laser speckle contrast imaging (LSCI) is a powerful visualization tool for quantifying blood flow in tissues, providing simplicity of configuration, ease of use, and intuitive results. With recent advancements, smartphone and camera technologies are suitable for the development of smartphone-based LSCI applications for point-of-care (POC) diagnosis. A smartphone-based portable LSCI endoscope system was validated for POC diagnosis of vascular disorders. The endoscope consisted of compact LED and laser illumination, imaging optics, and a flexible fiberscope assembled in a 3D-printed hand-held cartridge for access to body cavities and organs. A smartphone’s rear camera was mounted thereto, enabling endoscopy, LSCI image acquisition, and processing. Blood flow imaging was calibrated in a perfused tissue phantom consisting of a microparticle solution pumped at known rates through tissue-mimicking gel and validated in a live rat model of BBN-induced bladder cancer. Raw LSCI images successfully visualized phantom flow: speckle flow index showed linearity with the pump flow rate. In the rat model, healthy and cancerous bladders were distinguishable in structure and vasculature. The smartphone-based low-cost portable mobile endoscope for monitoring blood flow and perfusion shows promise for preclinical applications and may be suitable for primary diagnosis at home or as a cost-effective POC testing assay.
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Oh E, Lee HC, Kim Y, Ning B, Lee SY, Cha J, Kim WW. A pilot feasibility study to assess vascularity and perfusion of parathyroid glands using a portable hand-held imager. Lasers Surg Med 2022; 54:399-406. [PMID: 34481419 PMCID: PMC8894507 DOI: 10.1002/lsm.23478] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/06/2021] [Accepted: 08/21/2021] [Indexed: 01/24/2023]
Abstract
OBJECTIVES Intraoperative localization and preservation of parathyroid glands (PGs) are challenging during thyroid surgery. A new noninvasive technique of combined near-infrared PG autofluorescence detection and dye-free imaging angiography that allows intraoperative feedback has recently been introduced. The objective of this study was to evaluate this technique in real-time. MATERIALS AND METHODS A pilot feasibility study of a portable imaging device in four patients who underwent either thyroid lobectomy or total thyroidectomy is presented. PG autofluorescence and vascularity/tissue perfusion were monitored using a real-time screen display during the surgical procedure. RESULTS Three lobectomies and one total thyroidectomy were performed. Among the nine PGs identified by the operating surgeon, eight PGs were confirmed using the autofluorescence device. Each PG was successfully determined to be either well-perfused or devascularized, and devascularized PGs were autotransplanted. CONCLUSIONS The preliminary results suggest that the combination of PG autofluorescence detection and dye-free angiography can potentially be used to assess PG function. With further validation studies, the effectiveness of this technique in clinical practice can be further delineated.
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Affiliation(s)
- Eugene Oh
- Department of Biomedical Engineering, Johns Hopkins University, 3400 N. Charles Street, Baltimore, MD 21212 USA,Sheikh Zayed Surgical Institute, Children’s National Hospital, 111 Michigan Ave., NW Washington, DC 20010, USA
| | - Hun Chan Lee
- Dept. of Mechanical Engineering, Boston University, 110 Cummington Mall Boston, MA 02215 USA
| | - Yoseph Kim
- Department of Biomedical Engineering, Johns Hopkins University, 3400 N. Charles Street, Baltimore, MD 21212 USA
| | - Bo Ning
- Sheikh Zayed Surgical Institute, Children’s National Hospital, 111 Michigan Ave., NW Washington, DC 20010, USA
| | - Seung Yup Lee
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, 1760 Haygood Dr. NE, Atlanta, GA 30322 USA,Department of Electrical and Computer Engineering, Kennesaw State University, 840 Polytechnic Lane, Marietta, GA 30060, USA
| | - Jaepyeong Cha
- Sheikh Zayed Surgical Institute, Children’s National Hospital, 111 Michigan Ave., NW Washington, DC 20010, USA,George Washington University School of Medicine and Health Sciences, Department of Pediatrics, Washington DC, USA,Corresponding authors: Jaepyeong Cha, PhD, Sheikh Zayed Institute for Pediatric Surgical Innovation, Children’s National Hospital, 111 Michigan Ave. NW, Washington, DC 20010, Department of Pediatrics, George Washington University School of Medicine and Health Sciences, or , Tel: 202-476-6426; Wan Wook Kim, MD PhD, Department of Surgery, Kyungpook National University School of Medicine, 807 Hogukno, Buk-gu, Daegu 41404, South Korea, , Tel: 82-53-200-2705, Fax: 82-53-200-2027
| | - Wan Wook Kim
- Department of Surgery, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro Buk-gu, Daegu, South Korea, 41404,Corresponding authors: Jaepyeong Cha, PhD, Sheikh Zayed Institute for Pediatric Surgical Innovation, Children’s National Hospital, 111 Michigan Ave. NW, Washington, DC 20010, Department of Pediatrics, George Washington University School of Medicine and Health Sciences, or , Tel: 202-476-6426; Wan Wook Kim, MD PhD, Department of Surgery, Kyungpook National University School of Medicine, 807 Hogukno, Buk-gu, Daegu 41404, South Korea, , Tel: 82-53-200-2705, Fax: 82-53-200-2027
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Trout RM, Gnanatheepam E, Gado A, Reik C, Ramella-Roman JC, Hunter M, Schnelldorfer T, Georgakoudi I. Polarization enhanced laparoscope for improved visualization of tissue structural changes associated with peritoneal cancer metastasis. BIOMEDICAL OPTICS EXPRESS 2022; 13:571-589. [PMID: 35284190 PMCID: PMC8884200 DOI: 10.1364/boe.443926] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 12/17/2021] [Accepted: 12/20/2021] [Indexed: 06/03/2023]
Abstract
A polarization enhanced laparoscopy (PEL) imaging system was developed to examine the feasibility of utilizing PEL to augment conventional white light laparoscopy (WLL) in the visualization of peritoneal cancer metastases. The system includes a modified tip to illuminate tissue with linearly polarized light and elements in the detection path enabling recording of corresponding images linearly co- and cross-polarized relative to the incident light. WLL and PEL images from optical tissue phantoms with features of distinct scattering cross-section confirm the enhanced sensitivity of PEL to such characteristics. Additional comparisons based on images acquired from collagen gels with different levels of fiber alignment highlight another source of PEL contrast. Finally, PEL and WLL images of ex vivo human tissue illustrate the potential of PEL to improve visualization of cancerous tissue surrounded by healthy peritoneum. Given the simplicity of the approach and its potential for seamless integration with current clinical practice, our results provide motivation for clinical translation.
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Affiliation(s)
- Robert M. Trout
- Department of Biomedical Engineering, Tufts University, 200 College Ave, Medford, MA 01255, USA
| | - Einstein Gnanatheepam
- Department of Biomedical Engineering, Tufts University, 200 College Ave, Medford, MA 01255, USA
| | - Ahmed Gado
- Department of Biomedical Engineering, Tufts University, 200 College Ave, Medford, MA 01255, USA
| | - Christopher Reik
- Department of Biomedical Engineering, Tufts University, 200 College Ave, Medford, MA 01255, USA
| | | | - Martin Hunter
- Department of Biomedical Engineering, University of Massachusetts at Amherst, Amherst, MA, USA
| | - Thomas Schnelldorfer
- Department of Biomedical Engineering, Tufts University, 200 College Ave, Medford, MA 01255, USA
- Division of Surgical Oncology, Tufts Medical Center, 800 Washington St, Boston, MA 02111, USA
- Contributed equally
| | - Irene Georgakoudi
- Department of Biomedical Engineering, Tufts University, 200 College Ave, Medford, MA 01255, USA
- Contributed equally
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Lee S, Namgoong JM, Kim Y, Cha J, Kim JK. Multimodal imaging of laser speckle contrast imaging combined with mosaic filter-based hyperspectral imaging for precise surgical guidance. IEEE Trans Biomed Eng 2021; 69:443-452. [PMID: 34260344 DOI: 10.1109/tbme.2021.3097122] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE To enable a real-time surgical guidance system that simultaneously monitors blood vessel perfusion, oxygen saturation, thrombosis, and tissue recovery by combining multiple optical imaging techniques into a single system: visible imaging, mosaic filter-based snapshot hyperspectral imaging (HSI), and laser speckle contrast imaging (LSCI). METHODS The multimodal optical imaging system was demonstrated by clamping blood vessels in the small intestines of rats to create areas of restricted blood flow. Subsequent tissue damage and regeneration were monitored during procedures. Using LSCI, vessel perfusion was measured, revealing the biological activity and survival of organ tissues. Blood oxygen saturation was monitored using HSI in the near-infrared region. Principal component analysis was used over the spectral dimension to identify an HSI wavelength combination optimized for hemodynamic biomarker visualization. HSI and LSCI were complimentary, identifying thrombus generation and tissue recovery, which was not possible in either modality alone. RESULTS AND CONCLUSION By analyzing multimodal tissue information from visible imaging, LSCI perfusion imaging, and HSI, a recovery prognosis could be determined based on the blood supply to the organ. The unique combination of the complementary imaging techniques into a single surgical microscope holds promise for improving the real-time determination of blood supply and tissue prognosis during surgery. SIGNIFICANCE Precise real-time monitoring for vascular anomalies promises to reduce the risk of organ damage in precise surgical operations such as tissue resection and transplantation. In addition, the convergence of label-free imaging technologies removes delays associated with the injection and diffusion of vascular monitoring dyes.
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16
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Kiseleva E, Ryabkov M, Baleev M, Bederina E, Shilyagin P, Moiseev A, Beschastnov V, Romanov I, Gelikonov G, Gladkova N. Prospects of Intraoperative Multimodal OCT Application in Patients with Acute Mesenteric Ischemia. Diagnostics (Basel) 2021; 11:705. [PMID: 33920827 PMCID: PMC8071199 DOI: 10.3390/diagnostics11040705] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 04/11/2021] [Accepted: 04/13/2021] [Indexed: 01/02/2023] Open
Abstract
INTRODUCTION Despite the introduction of increasingly multifaceted diagnostic techniques and the general advances in emergency abdominal and vascular surgery, the outcome of treatment of patients with acute impaired intestinal circulation remains unsatisfactory. The non-invasive and high-resolution technique of optical coherence tomography (OCT) can be used intraoperatively to assess intestine viability and associated conditions that frequently emerge under conditions of impaired blood circulation. This study aims to demonstrate the effectiveness of multimodal (MM) OCT for intraoperative diagnostics of both the microstructure (cross-polarization OCT mode) and microcirculation (OCT angiography mode) of the small intestine wall in patients with acute mesenteric ischemia (AMI). METHODS AND PARTICIPANTS A total of 18 patients were enrolled in the study. Nine of them suffered from AMI in segments II-III of the superior mesenteric artery (AMI group), whereby the ischemic segments of the intestine were examined. Nine others were operated on for adenocarcinoma of the colon (control group), thus allowing areas of their normal small intestine to be examined for comparison. Data on the microstructure and microcirculation in the walls of the small intestine were obtained intraoperatively from the side of the serous membrane using the MM OCT system (IAP RAS, Russia) before bowel resection. The MM OCT data were compared with the results of histological examination. RESULTS The study finds that MM OCT visualized the damage to serosa, muscularis externa, and blood vessels localized in these layers in 100% of AMI cases. It also visualized the submucosa in 33.3% of AMI cases. The MM OCT images of non-ischemic (control group), viable ischemic, and necrotic small intestines (AMI group) differed significantly across stratification of the distinguishable layers, the severity of intermuscular fluid accumulations, and the type and density of the vasculature. CONCLUSION The MM OCT diagnostic procedure optimally meets the requirements of emergency surgery. Data on the microstructure and microcirculation of the intestinal wall can be obtained simultaneously in real time without requiring contrast agent injections. The depth of visualization of the intestinal wall from the side of the serous membrane is sufficient to assess the volume of the affected tissues. However, the methodology for obtaining MM OCT data needs to be improved to minimize the motion artefacts generated in actual clinical conditions.
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Affiliation(s)
- Elena Kiseleva
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603950 Nizhny Novgorod, Russia;
| | - Maxim Ryabkov
- Thermal Injury Group, University Clinic, Privolzhsky Research Medical University, 18/1 Verkhnevolzhskaya Naberezhnaja, 603155 Nizhny Novgorod, Russia;
| | - Mikhail Baleev
- City Clinical Hospital No.30, 85A Berezovskaya St., 605157 Nizhny Novgorod, Russia; (M.B.); (V.B.); (I.R.)
| | - Evgeniya Bederina
- The Department of Pathology, University Clinic, Privolzhsky Research Medical University, 18/1 Verkhnevolzhskaya Naberezhnaja, 603155 Nizhny Novgorod, Russia;
| | - Pavel Shilyagin
- Institute of Applied Physics of the RAS, 46 Ulyanova St., 603950 Nizhny Novgorod, Russia; (P.S.); (A.M.); (G.G.)
| | - Alexander Moiseev
- Institute of Applied Physics of the RAS, 46 Ulyanova St., 603950 Nizhny Novgorod, Russia; (P.S.); (A.M.); (G.G.)
| | - Vladimir Beschastnov
- City Clinical Hospital No.30, 85A Berezovskaya St., 605157 Nizhny Novgorod, Russia; (M.B.); (V.B.); (I.R.)
| | - Ivan Romanov
- City Clinical Hospital No.30, 85A Berezovskaya St., 605157 Nizhny Novgorod, Russia; (M.B.); (V.B.); (I.R.)
| | - Grigory Gelikonov
- Institute of Applied Physics of the RAS, 46 Ulyanova St., 603950 Nizhny Novgorod, Russia; (P.S.); (A.M.); (G.G.)
| | - Natalia Gladkova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Sq., 603950 Nizhny Novgorod, Russia;
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Siket M, Jánoki I, Demeter K, Szabó M, Földesy P. Time varied illumination laser speckle contrast imaging. OPTICS LETTERS 2021; 46:713-716. [PMID: 33577496 DOI: 10.1364/ol.413767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 01/08/2021] [Indexed: 06/12/2023]
Abstract
Laser speckle contrast imaging is a technique to determine blood flow rate with a limitation of low dynamic range. In this Letter, we introduce a varied illumination speckle contrast imaging method. It utilizes varying illumination during exposure to customize the correlation time (flow rate) to speckle contrast relation. The method can cover an order of magnitude larger range flow rate in a single exposure compared to constant illumination methods. The proposed method enables high dynamic range flow rate imaging, which is advantageous in studying larger vessels and small arteries. We demonstrate the theory by simulations and ex vivo and in vivo measurements.
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18
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Zharkikh E, Dremin V, Zherebtsov E, Dunaev A, Meglinski I. Biophotonics methods for functional monitoring of complications of diabetes mellitus. JOURNAL OF BIOPHOTONICS 2020; 13:e202000203. [PMID: 32654427 DOI: 10.1002/jbio.202000203] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 07/02/2020] [Accepted: 07/04/2020] [Indexed: 06/11/2023]
Abstract
The prevalence of diabetes complications is a significant public health problem with a considerable economic cost. Thus, the timely diagnosis of complications and prevention of their development will contribute to increasing the length and quality of patient life, and reducing the economic costs of their treatment. This article aims to review the current state-of-the-art biophotonics technologies used to identify the complications of diabetes mellitus and assess the quality of their treatment. Additionally, these technologies assess the structural and functional properties of biological tissues, and they include capillaroscopy, laser Doppler flowmetry and hyperspectral imaging, laser speckle contrast imaging, diffuse reflectance spectroscopy and imaging, fluorescence spectroscopy and imaging, optical coherence tomography, optoacoustic imaging and confocal microscopy. Recent advances in the field of optical noninvasive diagnosis suggest a wider introduction of biophotonics technologies into clinical practice and, in particular, in diabetes care units.
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Affiliation(s)
- Elena Zharkikh
- Research & Development Center of Biomedical Photonics, Orel State University, Orel, Russia
| | - Viktor Dremin
- Research & Development Center of Biomedical Photonics, Orel State University, Orel, Russia
- School of Engineering and Applied Science, Aston University, Birmingham, UK
| | - Evgeny Zherebtsov
- Research & Development Center of Biomedical Photonics, Orel State University, Orel, Russia
- Optoelectronics and Measurement Techniques unit, University of Oulu, Oulu, Finland
| | - Andrey Dunaev
- Research & Development Center of Biomedical Photonics, Orel State University, Orel, Russia
| | - Igor Meglinski
- School of Engineering and Applied Science, Aston University, Birmingham, UK
- Optoelectronics and Measurement Techniques unit, University of Oulu, Oulu, Finland
- Interdisciplinary Laboratory of Biophotonics, National Research Tomsk State University, Tomsk, Russia
- Institute of Engineering Physics for Biomedicine (PhysBio), National Research Nuclear University-MEPhI, Moscow, Russia
- School of Life and Health Sciences, Aston University, Birmingham, UK
- Department of Histology, Cytology and Embryology, Institute of Clinical Medicine N.V. Sklifosovsky, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
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19
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Heeman W, Steenbergen W, van Dam GM, Boerma EC. Clinical applications of laser speckle contrast imaging: a review. JOURNAL OF BIOMEDICAL OPTICS 2019; 24:1-11. [PMID: 31385481 PMCID: PMC6983474 DOI: 10.1117/1.jbo.24.8.080901] [Citation(s) in RCA: 130] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 07/02/2019] [Indexed: 05/02/2023]
Abstract
When a biological tissue is illuminated with coherent light, an interference pattern will be formed at the detector, the so-called speckle pattern. Laser speckle contrast imaging (LSCI) is a technique based on the dynamic change in this backscattered light as a result of interaction with red blood cells. It can be used to visualize perfusion in various tissues and, even though this technique has been extensively described in the literature, the actual clinical implementation lags behind. We provide an overview of LSCI as a tool to image tissue perfusion. We present a brief introduction to the theory, review clinical studies from various medical fields, and discuss current limitations impeding clinical acceptance.
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Affiliation(s)
- Wido Heeman
- University of Groningen, Faculty Campus Fryslân, Leeuwarden, The Netherlands
- University Medical Centre Groningen, Department of Surgery, Optical Molecular Imaging Groningen, Groningen, The Netherlands
- LIMIS Development BV, Leeuwarden, The Netherlands
| | - Wiendelt Steenbergen
- University of Twente, Techmed Center, Faculty of Science and Technology, Biomedical Photonic Imaging Group, Enschede, The Netherlands
| | - Gooitzen M. van Dam
- University Medical Centre Groningen, Department of Surgery, Optical Molecular Imaging Groningen, Groningen, The Netherlands
| | - E. Christiaan Boerma
- Medical Centre Leeuwarden, Department of Intensive Care, Leeuwarden, The Netherlands
- Address all correspondence to E. Christiaan Boerma, E-mail:
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20
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Chen H, Miao P, Bo B, Li Y, Tong S. A prototype system of portable laser speckle imager based on embedded graphics processing unit platform. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2019; 2019:3919-3922. [PMID: 31946729 DOI: 10.1109/embc.2019.8857273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Laser speckle contrast imaging (LSCI) is a high-resolution full-field optical technique for measuring blood flow, which has been widely used in clinical and biomedical research. However, most of the current LSCI instruments are bulky, limiting their application settings. In this work, we proposed a prototype system of portable laser speckle imager. Different from the desktop laser speckle systems that utilize personal computer (PC), our system was designed with embedded GPU system (Jetson TX2, NVIDIA, USA) and a LCD touch screen (16.5 × 12.4 cm in size, 380 g in weight). In-vivo experiments showed that the portable GPU-based system had comparable performance with our laboratory LSCI system. Such a portable LSCI imager could be potentially used in a situation that requires for easy operation and installation, such as intraoperative monitoring or bedside diagnosis.
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21
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Luciano MP, Namgoong JM, Nani RR, Nam SH, Lee C, Shin IH, Schnermann MJ, Cha J. A Biliary Tract-Specific Near-Infrared Fluorescent Dye for Image-Guided Hepatobiliary Surgery. Mol Pharm 2019; 16:3253-3260. [PMID: 31244218 DOI: 10.1021/acs.molpharmaceut.9b00453] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Despite advances, visual inspection, palpation, and intraoperative ultrasound remain the most utilized tools during surgery today. A particularly challenging issue is the identification of the biliary system due to its complex architecture partially embedded within the liver. Fluorescence guided surgical interventions, particularly using near-infrared (NIR) wavelengths, are an emerging approach for the real-time assessment of the hepatobiliary system. However, existing fluorophores, such as the FDA-approved indocyanine green (ICG), have significant limitations for rapid and selective visualization of bile duct anatomy. Here we report a novel NIR fluorophore, BL (Bile Label)-760, which is exclusively metabolized by the liver providing high signal in the biliary system shortly after intravenous administration. This molecule was identified by first screening a small set of known heptamethine cyanines including clinically utilized agents. After finding that none of these were well-suited, we then designed and tested a small series of novel dyes within a prescribed polarity range. We validated the molecule that emerged from these efforts, BL-760, through animal studies using both rodent and swine models employing a clinically applicable imaging system. In contrast to ICG, BL-760 fluorescence revealed a high target-to-background ratio (TBR) of the cystic duct relative to liver parenchyma 5 min after intravenous injection. During hepatic resection surgery, intrahepatic ducts were clearly highlighted, and bile leakage was easily detected. In conclusion, BL-760 has highly promising properties for intraoperative navigation during hepatobiliary surgery.
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Affiliation(s)
- Michael P Luciano
- Chemical Biology Laboratory, Center for Cancer Research , National Cancer Institute , 376 Boyles Street , Frederick , Maryland 21702 , United States
| | - Jung-Man Namgoong
- Sheikh Zayed Institute for Pediatric Surgical Innovation , Children's National Health System , 111 Michigan Avenue Northwest , Washington , D.C. 20010 , United States.,Department of Surgery , University of Ulsan College of Medicine , Asan Medical Center, 88 Olympic-ro, 43-gil , Songpa-gu, Seoul 138-736 , South Korea
| | - Roger R Nani
- Chemical Biology Laboratory, Center for Cancer Research , National Cancer Institute , 376 Boyles Street , Frederick , Maryland 21702 , United States
| | - So-Hyun Nam
- Sheikh Zayed Institute for Pediatric Surgical Innovation , Children's National Health System , 111 Michigan Avenue Northwest , Washington , D.C. 20010 , United States.,Department of Surgery , Dong-A University College of Medicine , 26 Daesingongwon-Ro , Seo-Gu, Busan 49201 , South Korea
| | - Choonghee Lee
- InTheSmart Co , Center for Medical Innovation Bld , 71 Daehak-ro , Jongro-gu, Seoul , South Korea
| | - Il Hyung Shin
- InTheSmart Co , Center for Medical Innovation Bld , 71 Daehak-ro , Jongro-gu, Seoul , South Korea
| | - Martin J Schnermann
- Chemical Biology Laboratory, Center for Cancer Research , National Cancer Institute , 376 Boyles Street , Frederick , Maryland 21702 , United States
| | - Jaepyeong Cha
- Chemical Biology Laboratory, Center for Cancer Research , National Cancer Institute , 376 Boyles Street , Frederick , Maryland 21702 , United States.,Department of Pediatrics , George Washington University School of Medicine and Health Sciences , 2300 Eye Street Northwest , Washington , D.C. 20052 , United States
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22
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Heeman W, Dijkstra K, Hoff C, Koopal S, Pierie JP, Bouma H, Boerma EC. Application of laser speckle contrast imaging in laparoscopic surgery. BIOMEDICAL OPTICS EXPRESS 2019; 10:2010-2019. [PMID: 31086715 PMCID: PMC6485013 DOI: 10.1364/boe.10.002010] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 03/13/2019] [Accepted: 03/14/2019] [Indexed: 05/02/2023]
Abstract
Anastomotic leakage is a worldwide problem in gastrointestinal surgery which seems to be related to the state of microcirculation. Laser speckle contrast imaging (LSCI) could give surgeons insight in the state of microcirculation to attune the site of anastomosis. This work studies the feasibility of LSCI as a tool for this purpose. An experimental setup was developed using a commercially available laparoscopic video system. Laser speckle contrast imaging is capable of detecting ischemic areas on the large intestine. Further research and development are required before adaptation of this technique in the operating room.
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Affiliation(s)
- Wido Heeman
- University Medical Centre Groningen, Optical Molecular Imaging Groningen, Department of Surgery, Hanzeplein 1, Groningen, 9713 GZ, The Netherlands
- Leeuwarden Institute for Minimal Invasive Surgery, Henri Dunantweg 2, Leeuwarden, 8934 AD, The Netherlands
| | - Klaas Dijkstra
- NHL Stenden University of Applied Sciences, Computer vision & Data Science, Rengerslaan 10, Leeuwarden, 8917 DD, The Netherlands
| | - Christiaan Hoff
- Medical Centre Leeuwarden, Department of Surgery, Henri Dunantweg 2, Leeuwarden, 8934 AD, The Netherlands
| | - Sietze Koopal
- Medical Centre Leeuwarden, Department of Surgery, Henri Dunantweg 2, Leeuwarden, 8934 AD, The Netherlands
| | - Jean-Pierre Pierie
- Medical Centre Leeuwarden, Department of Surgery, Henri Dunantweg 2, Leeuwarden, 8934 AD, The Netherlands
| | - Hessel Bouma
- Leeuwarden Institute for Minimal Invasive Surgery, Henri Dunantweg 2, Leeuwarden, 8934 AD, The Netherlands
| | - E. Christiaan Boerma
- Medical Centre Leeuwarden, Department of Intensive care, Henri Dunantweg 2, Leeuwarden, 8934 AD, The Netherlands
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