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

Andri Lederer, Antonia Alina Geisler, Robert Sucher, Daniel Seehofer, Hans-Michael Hau, Uwe Scheuermann, Sebastian Rademacher
{"title":"Intraoperative Hyperspectral Imaging Predicts Early Allograft Dysfunction and Overall Survival in Liver Transplantation.","authors":"Andri Lederer, Antonia Alina Geisler, Robert Sucher, Daniel Seehofer, Hans-Michael Hau, Uwe Scheuermann, Sebastian Rademacher","doi":"10.1097/AS9.0000000000000528","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>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).</p><p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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 (<i>P</i> = 0.049).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":72231,"journal":{"name":"Annals of surgery open : perspectives of surgical history, education, and clinical approaches","volume":"5 4","pages":"e528"},"PeriodicalIF":0.0000,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11661732/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of surgery open : perspectives of surgical history, education, and clinical approaches","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/AS9.0000000000000528","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

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 (P = 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.

Abstract Image

Abstract Image

Abstract Image

术中高光谱成像预测肝移植早期同种异体移植物功能障碍和总生存率。
目的:本研究探讨了高光谱成像(HSI)在肝移植(LT)期间体内异体移植物灌注评估中的新应用及其在预测早期异体移植物功能障碍(EAD)、移植物和总生存(OS)方面的潜在价值。背景:肝移植是一种公认的治疗急性和慢性肝病的方法,具有良好的疗效。然而,很大一部分接受者会经历EAD,这会影响移植物和OS。EAD与缺血再灌注损伤有关。HSI是一种无创成像方式,可提供组织特征信息,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年间所有接受原位肝移植和全尺寸同种异体移植物移植的患者。在供肝再灌注后15分钟进行HSI,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例肝移植受体。约56.9%为扩大标准供者(N = 41)。终末期肝病模型平均评分为22(±10)分。18例(25%)有EAD。统计分析表明,EAD患者再灌注后近红外(NIR)灌注值明显降低。在术后实验室研究中,低NIR的受者有更明显的再灌注损伤。低NIR患者的OS明显低于高NIR患者(P = 0.049)。结论:HSI是一种很有前途的无创工具,可在lt期间提供实时、详细的移植物灌注评估。HSI独特的空间和光谱信息融合,使其成为人工智能在外科应用进一步发展的必要成像技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
审稿时长
3 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信