Anton V. Nikolaev , Yitian Fang , Jeroen Essers , Kranthi M. Panth , Gisela Ambagtsheer , Marian C. Clahsen-van Groningen , Robert C. Minnee , Gijs van Soest , Ron W.F. de Bruin
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Based on biochemical analyses of perfusate and produced urine, the kidneys were categorized into ‘non-functional’ and ‘functional’ groups. Our primary focus was to quantify oxygenation (<em>sO</em><sub><em>2</em></sub>) within the kidney cortical layer of depths 2 mm, 4 mm, and 6 mm using two-wavelength PA imaging. Next, receiver operating characteristic (ROC) analysis was performed to determine an optimal cortical layer depth and time point for the quantification of <em>sO</em><sub><em>2</em></sub> to discriminate between functional and non-functional organs. Finally, for each depth, we assessed the correlation between <em>sO</em><sub><em>2</em></sub> and creatinine clearance (<em>CrCl</em>), oxygen consumption (<em>VO</em><sub><em>2</em></sub>), and renal blood flow (RBF).</p><p>We found that hypoxia of the renal cortex is associated with poor renal function. In addition, the determination of <em>sO</em><sub><em>2</em></sub> within the 2 mm depth of the renal cortex after 30 min of NMP effectively distinguishes between functional and non-functional kidneys. The non-functional kidneys can be detected with the sensitivity and specificity of 80% and 85% respectively, using the cut-off point of <em>sO</em><sub><em>2</em></sub> < 39%. Oxygenation significantly correlates with RBF and <em>VO</em><sub><em>2</em></sub> in all kidneys. In functional kidneys, <em>sO</em><sub><em>2</em></sub> correlated with <em>CrCl,</em> which is not the case for non-functional kidneys.</p><p>We conclude that the presented technique has a high potential for supporting organ selection for kidney transplantation.</p></div>","PeriodicalId":56025,"journal":{"name":"Photoacoustics","volume":"36 ","pages":"Article 100596"},"PeriodicalIF":7.1000,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213597924000132/pdfft?md5=13d15a4715f12b317dfdb22d78330638&pid=1-s2.0-S2213597924000132-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Pre-transplant kidney quality evaluation using photoacoustic imaging during normothermic machine perfusion\",\"authors\":\"Anton V. Nikolaev , Yitian Fang , Jeroen Essers , Kranthi M. Panth , Gisela Ambagtsheer , Marian C. Clahsen-van Groningen , Robert C. 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Our primary focus was to quantify oxygenation (<em>sO</em><sub><em>2</em></sub>) within the kidney cortical layer of depths 2 mm, 4 mm, and 6 mm using two-wavelength PA imaging. Next, receiver operating characteristic (ROC) analysis was performed to determine an optimal cortical layer depth and time point for the quantification of <em>sO</em><sub><em>2</em></sub> to discriminate between functional and non-functional organs. Finally, for each depth, we assessed the correlation between <em>sO</em><sub><em>2</em></sub> and creatinine clearance (<em>CrCl</em>), oxygen consumption (<em>VO</em><sub><em>2</em></sub>), and renal blood flow (RBF).</p><p>We found that hypoxia of the renal cortex is associated with poor renal function. In addition, the determination of <em>sO</em><sub><em>2</em></sub> within the 2 mm depth of the renal cortex after 30 min of NMP effectively distinguishes between functional and non-functional kidneys. 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Pre-transplant kidney quality evaluation using photoacoustic imaging during normothermic machine perfusion
Due to the shortage of kidneys donated for transplantation, surgeons are forced to use the organs with an elevated risk of poor function or even failure. Although the existing methods for pre-transplant quality evaluation have been validated over decades in population cohort studies across the world, new methods are needed as long as delayed graft function or failure in a kidney transplant occurs. In this study, we explored the potential of utilizing photoacoustic (PA) imaging during normothermic machine perfusion (NMP) as a means of evaluating kidney quality. We closely monitored twenty-two porcine kidneys using 3D PA imaging during a two-hour NMP session. Based on biochemical analyses of perfusate and produced urine, the kidneys were categorized into ‘non-functional’ and ‘functional’ groups. Our primary focus was to quantify oxygenation (sO2) within the kidney cortical layer of depths 2 mm, 4 mm, and 6 mm using two-wavelength PA imaging. Next, receiver operating characteristic (ROC) analysis was performed to determine an optimal cortical layer depth and time point for the quantification of sO2 to discriminate between functional and non-functional organs. Finally, for each depth, we assessed the correlation between sO2 and creatinine clearance (CrCl), oxygen consumption (VO2), and renal blood flow (RBF).
We found that hypoxia of the renal cortex is associated with poor renal function. In addition, the determination of sO2 within the 2 mm depth of the renal cortex after 30 min of NMP effectively distinguishes between functional and non-functional kidneys. The non-functional kidneys can be detected with the sensitivity and specificity of 80% and 85% respectively, using the cut-off point of sO2 < 39%. Oxygenation significantly correlates with RBF and VO2 in all kidneys. In functional kidneys, sO2 correlated with CrCl, which is not the case for non-functional kidneys.
We conclude that the presented technique has a high potential for supporting organ selection for kidney transplantation.
PhotoacousticsPhysics and Astronomy-Atomic and Molecular Physics, and Optics
CiteScore
11.40
自引率
16.50%
发文量
96
审稿时长
53 days
期刊介绍:
The open access Photoacoustics journal (PACS) aims to publish original research and review contributions in the field of photoacoustics-optoacoustics-thermoacoustics. This field utilizes acoustical and ultrasonic phenomena excited by electromagnetic radiation for the detection, visualization, and characterization of various materials and biological tissues, including living organisms.
Recent advancements in laser technologies, ultrasound detection approaches, inverse theory, and fast reconstruction algorithms have greatly supported the rapid progress in this field. The unique contrast provided by molecular absorption in photoacoustic-optoacoustic-thermoacoustic methods has allowed for addressing unmet biological and medical needs such as pre-clinical research, clinical imaging of vasculature, tissue and disease physiology, drug efficacy, surgery guidance, and therapy monitoring.
Applications of this field encompass a wide range of medical imaging and sensing applications, including cancer, vascular diseases, brain neurophysiology, ophthalmology, and diabetes. Moreover, photoacoustics-optoacoustics-thermoacoustics is a multidisciplinary field, with contributions from chemistry and nanotechnology, where novel materials such as biodegradable nanoparticles, organic dyes, targeted agents, theranostic probes, and genetically expressed markers are being actively developed.
These advanced materials have significantly improved the signal-to-noise ratio and tissue contrast in photoacoustic methods.