Hyperspectral Imaging Accurately Detects Renal Malperfusion Due to High Intrarenal Pressure

IF 4.5 3区 医学 Q1 UROLOGY & NEPHROLOGY
Luisa Egen , Moritz Hommel , Caelan Max Haney , Berkin Özdemir , Samuel Knoedler , Jan Sellner , Silvia Seidlitz , Maximilian Dietrich , Gabriel Alexander Salg , Felix Nickel , Lena Maier-Hein , Maurice Stephan Michel , Alexander Studier-Fischer , Karl-Friedrich Kowalewski
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Abstract

Background and objective

High intrarenal pressure (IRP) is a significant concern in both endoscopic procedures and acute hydronephrosis, and may cause renal parenchymal damage, forniceal rupture, and long-term impaired renal function. Its pathomechanism and effect on renal perfusion patterns remain undetermined. This study investigates the impact of elevated IRP on renal perfusion and oxygen saturation (StO2) using hyperspectral imaging (HSI).

Methods

In vivo experiments were conducted on porcine models establishing hydronephrosis on specific IRP levels (30, 50, 70, and 90 mmHg) by pressure-controlled infusion of crystalloid solution into the ureter after distal ureteral clamping. HSI data were recorded at baseline, during IRP application, and after release to measure hydronephrosis-induced changes in reflectance and perfusion in a total of 501 recordings. The results were compared with spectral patterns of renal malperfusion states from previous internal studies. In total, data of 73 pigs and 1744 HSI recordings were included.

Key findings and limitations

Elevated IRP significantly affected renal perfusion and oxygenation. StO2 decreased from 70.3% ± 10.9% (physiological) to 39.9% ± 9.5% in hydronephrotic kidneys. Perfusion values in hydronephrosis decreased significantly at the renal poles (6.5% ± 4.0%) compared with physiological values (34.8% ± 7.5%). A principal component analysis and machine learning classification confirmed distinct malperfusion states, with hydronephrosis resembling ischemic conditions.

Conclusions and clinical implications

HSI revealed that high IRP reduces renal oxygenation and perfusion, with the poles being disproportionately affected. The results from this study provide quantitative evidence of perfusion restriction and ischemic conditions as the pathomechanism behind hydronephrosis-induced kidney damage. These findings underscore the importance of monitoring IRP during endourological procedures to mitigate renal damage and associated complications.

Patient summary

High pressure in the kidneys during surgery or kidney disease can severely reduce blood flow and oxygen, causing damage. This study used a special camera to show this damage, especially at the end of the kidney. These findings highlight the importance of monitoring kidney pressure carefully during procedures to prevent damage to the kidney.
高光谱成像准确检测肾内高压引起的肾灌注不良
背景与目的高肾内压(IRP)在内镜手术和急性肾积水中都是一个值得关注的问题,它可能导致肾实质损害、肾肾窝破裂和长期肾功能受损。其病理机制和对肾灌注模式的影响尚不清楚。本研究利用高光谱成像(HSI)研究IRP升高对肾脏灌注和氧饱和度(StO2)的影响。方法采用输尿管远端夹紧后输尿管压控输注晶体溶液的方法,在特定IRP水平(30、50、70、90 mmHg)下建立猪肾积水模型。在基线、IRP应用期间和释放后记录HSI数据,以测量肾积水引起的反射和灌注变化,共501次记录。结果与先前内部研究的肾灌注不良状态的谱图进行比较。共纳入73头猪和1744条HSI记录的数据。主要发现和局限性:IRP升高显著影响肾脏灌注和氧合。肾积水患者的StO2由生理的70.3%±10.9%降至39.9%±9.5%。肾积水时肾极灌注值(6.5%±4.0%)较生理值(34.8%±7.5%)明显降低。主成分分析和机器学习分类证实了明显的灌注不良状态,肾积水类似于缺血情况。结论和临床意义shsi显示,高IRP降低肾氧合和灌注,且两极受到不成比例的影响。本研究的结果提供了定量证据,证明灌注限制和缺血条件是肾积水引起肾损伤的病理机制。这些发现强调了在泌尿道手术过程中监测IRP的重要性,以减轻肾脏损害和相关并发症。病人总结:手术或肾脏疾病期间肾脏的高压会严重减少血流量和氧气,造成损伤。这项研究使用了一种特殊的相机来显示这种损害,特别是在肾脏的末端。这些发现强调了在手术过程中仔细监测肾脏压力以防止肾脏损伤的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
European Urology Open Science
European Urology Open Science UROLOGY & NEPHROLOGY-
CiteScore
3.40
自引率
4.00%
发文量
1183
审稿时长
49 days
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