Pre-transplant kidney quality evaluation using photoacoustic imaging during normothermic machine perfusion

医学 生物医学中的光声成像 机器灌注 移植 肾移植 肾移植 灌注 质量(理念) 生物医学工程 医学物理学 放射科 核医学 内科学 外科 光学 哲学 肝移植 物理 认识论
作者
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
出处
期刊:Photoacoustics [Elsevier]
卷期号:36: 100596-100596 被引量:8
标识
DOI:10.1016/j.pacs.2024.100596
摘要

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 the optimal cortical layer depth and time point for 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 a 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 a sensitivity and specificity of 80% and 85% respectively, using a 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.
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