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术中高光谱成像可预测肝移植早期移植物功能障碍和总体生存率。

Intraoperative Hyperspectral Imaging Predicts Early Allograft Dysfunction and Overall Survival in Liver Transplantation.

作者信息

Lederer Andri, Alina Geisler Antonia, Sucher Robert, Seehofer Daniel, Hau Hans-Michael, Scheuermann Uwe, Rademacher Sebastian

机构信息

From the Department of Visceral, Transplant, Thoracic and Vascular Surgery, Division of Hepatobiliary Surgery and Visceral Transplant Surgery, University Clinic Leipzig, Germany.

Department of General, Visceral, and Transplant Surgery, Medical University of Graz, Austria.

出版信息

Ann Surg Open. 2024 Dec 10;5(4):e528. doi: 10.1097/AS9.0000000000000528. eCollection 2024 Dec.

Abstract

OBJECTIVE

This study explored the novel application of hyperspectral imaging (HSI) for in vivo allograft perfusion assessment during liver transplantation (LT) and its potential value for predicting early allograft dysfunction (EAD), graft, and overall survival (OS).

BACKGROUND

LT is a well-established therapy for acute and chronic liver diseases, with excellent outcomes. However, a significant proportion of recipients experience EAD, which affects graft and OS. EAD is associated with ischemia-reperfusion injury. HSI is a noninvasive imaging modality that provides information on tissue characteristics, such as tissue hemoglobin, water index, oxygenation, and perfusion.

METHODS

We included all patients who underwent orthotopic LT with full-size allografts between 2019 and 2021. HSI was performed 15 minutes after reperfusion of the donor liver and subsequently analyzed. Furthermore, we collected data on postoperative graft function and clinical outcomes.

RESULTS

A total of 73 LT recipients were included in this study. Around 56.9% had expanded criteria donors (N = 41). The mean model for end-stage liver disease score was 22 (±10). Eighteen patients (25%) had EAD. The statistical analysis demonstrated that recipients with EAD had significantly lower near-infrared (NIR) perfusion values after reperfusion. Recipients with low NIR had more pronounced reperfusion injury in postoperative laboratory studies. OS was significantly lower in recipients with low NIR than in those with high NIR ( = 0.049).

CONCLUSIONS

HSI is a promising, noninvasive tool, offering real-time, detailed graft perfusion assessment during LT. The fusion of spatial and spectral information is unique to HSI, making it an essential imaging technology for the further development of AI applications in surgery.

摘要

目的

本研究探讨了高光谱成像(HSI)在肝移植(LT)期间对同种异体肝移植活体灌注评估的新应用及其预测早期移植肝功能障碍(EAD)、移植物和总生存期(OS)的潜在价值。

背景

LT是治疗急慢性肝病的成熟疗法,效果良好。然而,相当一部分受者会发生EAD,这会影响移植物和OS。EAD与缺血再灌注损伤有关。HSI是一种非侵入性成像方式,可提供有关组织特征的信息,如组织血红蛋白、水指数、氧合和灌注。

方法

我们纳入了2019年至2021年间接受全尺寸同种异体原位肝移植的所有患者。在供肝再灌注15分钟后进行HSI检查并随后进行分析。此外,我们收集了术后移植物功能和临床结果的数据。

结果

本研究共纳入73例LT受者。约56.9%的患者使用了扩大标准供体(N = 41)。终末期肝病评分模型的平均值为22(±10)。18例患者(25%)发生了EAD。统计分析表明,发生EAD的受者再灌注后的近红外(NIR)灌注值显著较低。NIR值低的受者在术后实验室检查中再灌注损伤更明显。NIR值低的受者的OS显著低于NIR值高者(P = 0.049)。

结论

HSI是一种有前景的非侵入性工具,可在LT期间提供实时、详细的移植物灌注评估。空间和光谱信息的融合是HSI独有的,使其成为手术中人工智能应用进一步发展的重要成像技术。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7604/11661732/aa881e070cc0/as9-5-e528-g001.jpg

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