Correlation between diameter of esophageal varices and early rebleeding following endoscopic variceal ligation: a multicenter retrospective study based on artificial intelligence-based endoscopic virtual rule

Chuankun Cao, J. Jin, Rui Cai, Yuan Chu, Kai Wu, Zuo Wang, Ting Xiao, Heng Zhang, Hongfei Huang, Heng Liu, Qianqian Zhang, Xuecan Mei, Derun Kong
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Abstract

Bleeding following endoscopic variceal ligation (EVL) may occur as a result of numerous factors, including a diameter of esophageal varices (EV) that is too large to be completely ligated. The present study aimed to develop an artificial intelligence-based endoscopic virtual ruler (EVR) to measure the diameter of EV with a view to finding more suitable cases for EVL.The present study was a multicenter retrospective study that included a total of 1,062 EVLs in 727 patients with liver cirrhosis with EV, who underwent EVL from April 2016 to March 2023. Patients were divided into early rebleeding (n = 80) and non-rebleeding groups (n = 982) according to whether postoperative bleeding occurred at 6 weeks. The characteristics of patient baseline data, the status of rebleeding at 6 weeks after surgery and the survival status at 6 weeks after rebleeding were analyzed.The early rebleeding rate following 1,062 EVL procedures was 7.5%, and the mortality rate at 6 weeks after bleeding was 16.5%. Results of the one-way binary logistic regression analysis demonstrated that the risk factors for early rebleeding following EVL included: high TB (P = 0.009), low Alb (P = 0.001), high PT (P = 0.004), PVT (P = 0.026), HCC (P = 0.018), high Child-Pugh score (P < 0.001), Child-Pugh grade C(P < 0.001), high MELD score(P = 0.004), Japanese variceal grade F3 (P < 0.001), diameter of EV (P < 0.001), and number of ligature rings (P = 0.029). Results of the multifactorial binary logistic regression analysis demonstrated that Child-Pugh grade C (P = 0.007), Japanese variceal grade F3 (P = 0.009), and diameter of EV (P < 0.001) may exhibit potential in predicting early rebleeding following EVL. ROC analysis demonstrated that the area under curve (AUC) for EV diameter was 0.848, and the AUC for Japanese variceal grade was 0.635, which was statistically significant (P < 0.001). Thus, results of the present study demonstrated that EV diameter was more optimal in predicting early rebleeding following EVL than Japanese variceal grade criteria. The cut-off value of EV diameter was calculated to be 1.35 cm (sensitivity, 70.0%; specificity, 89.2%).If the diameter of EV is ≥1.4 cm, there may be a high risk of early rebleeding following EVL surgery; thus, we recommend caution with EVL.
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食管静脉曲张直径与内镜下静脉曲张结扎术后早期再出血之间的相关性:基于人工智能内镜虚拟规则的多中心回顾性研究
内镜下静脉曲张结扎术(EVL)后出血可能由多种因素造成,包括食管静脉曲张(EV)直径过大而无法完全结扎。本研究旨在开发一种基于人工智能的内镜虚拟尺(EVR)来测量EV的直径,以期找到更多适合EVL的病例。本研究是一项多中心回顾性研究,共纳入了2016年4月至2023年3月期间接受EVL的727例肝硬化伴EV患者的1062例EVL。根据术后6周是否出血,将患者分为早期再出血组(n = 80)和非再出血组(n = 982)。分析了患者基线数据的特征、术后6周的再出血情况以及再出血后6周的存活情况。1,062例EVL手术后的早期再出血率为7.5%,出血后6周的死亡率为16.5%。单向二元逻辑回归分析结果显示,EVL术后早期再出血的风险因素包括:高TB(P = 0.009)、低Alb(P = 0.001)、高PT(P = 0.004)、PVT(P = 0.0.026)、HCC(P = 0.018)、Child-Pugh 评分高(P < 0.001)、Child-Pugh C 级(P < 0.001)、MELD 评分高(P = 0.004)、日本静脉曲张 F3 级(P < 0.001)、EV 直径(P < 0.001)和结扎环数(P = 0.029)。多因素二元逻辑回归分析结果表明,Child-Pugh 分级 C(P = 0.007)、日本静脉曲张分级 F3(P = 0.009)和 EV 直径(P < 0.001)可能具有预测 EVL 后早期再出血的潜力。ROC分析表明,EV直径的曲线下面积(AUC)为0.848,日本静脉曲张分级的曲线下面积(AUC)为0.635,具有统计学意义(P < 0.001)。因此,本研究结果表明,在预测 EVL 后早期再出血方面,EV 直径比日本静脉曲张分级标准更理想。经计算,EV直径的临界值为1.35厘米(灵敏度为70.0%;特异度为89.2%)。如果EV直径≥1.4厘米,则EVL手术后早期再出血的风险可能很高;因此,我们建议慎用EVL。
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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