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使用四维血流磁共振成像对慢性乙型肝炎患者食管胃静脉曲张出血进行预测建模

Prediction Modelling for Gastroesophageal Variceal Bleeding in Patients With Chronic Hepatitis B Using Four-dimensional Flow MRI.

作者信息

Dong Jinghui, Liu Changchun, Zhang Mengmeng, Yu Hailong, Zhao Di, Bai Xu, Zheng Meng, Liu Yuan, Ji Jiachen, Li Rui, Shen Wen, Cai Jianming

机构信息

Department of Radiology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing 100039, China.

Senior Department of Hepatology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing 100039, China.

出版信息

J Clin Exp Hepatol. 2025 Jan-Feb;15(1):102403. doi: 10.1016/j.jceh.2024.102403. Epub 2024 Aug 12.

Abstract

BACKGROUND/AIMS: In this study, we aim to develop a model for predicting gastroesophageal varices (GEV) bleeding in patients with chronic hepatitis B (CHB) by utilizing hemodynamic parameters obtained through four-dimensional flow MRI (4D flow MRI).

METHODS

This study conducted a prospective enrollment of CHB patients suspected of GEV from October 2021 to May 2022. The severity of varices and bleeding risk were evaluated using clinical findings and upper gastrointestinal endoscopy, and patients were classified into high-risk and non-high-risk groups. The study utilized serological examination, ultrasonographic examination, and 4D flow MRI. Relevant parameters were selected through univariate and multivariate analyses, and a prediction model was established using binary logistic regression analysis. The model was combined with the Baveno Ⅵ/Ⅶ and Expanded Baveno Ⅵ/Ⅶ criteria to evaluate diagnostic efficacy and the risk of avoiding endoscopic examination.

RESULTS

A total of 40 CHB patients were enrolled and categorized into the high-risk group (n = 15) and the non-high-risk group (n = 25). The spleen diameter and regurgitant fraction (R%) were independent predictors of variceal bleeding and a predictive model was established. The combination of this prediction model and the Baveno Ⅵ/Ⅶ criteria achieved high diagnostic efficiency, enabling 45.00% (18/40) of patients to be exempted from the unnecessary endoscopic procedure and the high-risk misclassification rate (0%) was less than 5%.

CONCLUSION

The prediction model generated by 4D flow MRI has the potential to assess the likelihood of varices and can be supplemented by the Baveno VI/VII criteria to improve diagnostic accuracy in CHB patients.

摘要

背景/目的:在本研究中,我们旨在通过利用通过四维血流磁共振成像(4D流MRI)获得的血流动力学参数,开发一种预测慢性乙型肝炎(CHB)患者食管胃静脉曲张(GEV)出血的模型。

方法

本研究对2021年10月至2022年5月疑似GEV的CHB患者进行前瞻性招募。使用临床检查结果和上消化道内镜评估静脉曲张的严重程度和出血风险,并将患者分为高危组和非高危组。该研究采用了血清学检查、超声检查和4D流MRI。通过单因素和多因素分析选择相关参数,并使用二元逻辑回归分析建立预测模型。将该模型与BavenoⅥ/Ⅶ和扩展BavenoⅥ/Ⅶ标准相结合,以评估诊断效能和避免内镜检查的风险。

结果

共纳入40例CHB患者,分为高危组(n = 15)和非高危组(n = 25)。脾直径和反流分数(R%)是静脉曲张出血的独立预测因素,并建立了预测模型。该预测模型与BavenoⅥ/Ⅶ标准相结合具有较高的诊断效率,使45.00%(18/40)的患者免于不必要的内镜检查,高危误分类率(0%)低于5%。

结论

4D流MRI生成的预测模型有潜力评估静脉曲张的可能性,并可辅以Baveno VI/VII标准,以提高CHB患者的诊断准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff80/11405793/b97274f9fa8b/gr1.jpg

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1
Management of varices and variceal hemorrhage in liver cirrhosis: a recent update.肝硬化中静脉曲张及静脉曲张出血的管理:近期进展
Therap Adv Gastroenterol. 2022 Jun 20;15:17562848221101712. doi: 10.1177/17562848221101712. eCollection 2022.
2
Baveno VII - Renewing consensus in portal hypertension.《巴韦诺 VII 共识:门静脉高压领域的新共识》
J Hepatol. 2022 Apr;76(4):959-974. doi: 10.1016/j.jhep.2021.12.022. Epub 2021 Dec 30.
4
Pathophysiology and Management of Variceal Bleeding.食管胃静脉曲张出血的病理生理学与处理。
Drugs. 2021 Apr;81(6):647-667. doi: 10.1007/s40265-021-01493-2. Epub 2021 Mar 12.

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