Non-invasive score using non-contrast-enhanced MRI for identification of clinically significant portal hypertension (CHESS1802): a prospective, multicentre study

医学 肝硬化 门脉高压 接收机工作特性 前瞻性队列研究 放射科 磁共振成像 内科学 金标准(测试) 对比度(视觉) 人工智能 计算机科学
作者
Yanna Liu,Tianyu Tang,Yifei Huang,Jiansong Ji,Qian Yu,Xiangpan Meng,Jinqiang Liu,Dengxiang Liu,Changchun Liu,Chuan Liu,Ruoyang Shao,Chunqing Zhang,Wenhui Wang,Zhiwei Wang,Weidong Wang,Min Yuan,Lei Li,Changzeng Zuo,Jitao Wang,Zhongwei Zhao,Guangchuan Wang,Mingxing Li,Qingbo Liu,Junqiang Lei,Weimin An,Shenghong Ju,Xiaolong Qi
出处
期刊:The Lancet [Elsevier BV]
卷期号:394: S75-S75 被引量:2
标识
DOI:10.1016/s0140-6736(19)32411-0
摘要

BackgroundHepatic venous pressure gradient (HVPG) of 10 mmHg or greater is the gold standard for the assessment of clinically significant portal hypertension, which is a crucial stage in cirrhosis. However, the measurement of HVPG is invasive and not feasible to all patients with cirrhosis. We aimed to investigate whether the non-invasive score on the basis of non-contrast-enhanced MRI (CHESS-CSPHMRI score) can predict the presence of clinically significant portal hypertension in patients with cirrhosis.MethodsIn this prospective, multicentre, diagnostic study, patients with cirrhosis who were scheduled to undergo HVPG measurements and non-contrast-enhanced MRI were recruited from eight university hospitals in China between Dec 4, 2019, and April 30, 2019. Participants receiving non-contrast-enhanced MRI and without history of chronic liver diseases were recruited as healthy controls. The calculation of CHESS-CSPHMRI score included: (1) region of interest segmentation of the left frontal lobe of the liver on T1-weighted MRI maps; (2) liver tissues identification by histogram analysis; (3) detection of the liver edge; (4) liver surface matching using a least squares method; (5) calculation of the norm of residuals between the edge pixels and the matched surface; and (6) CHESS-CSPHMRI score was calculated on the basis of the norm of residuals and the number of the pixels detected on the edge of the liver. The diagnostic performance of CHESS-CSPHMRI score was assessed using area under the receiver operating characteristic (ROC) curve. This study was approved by all the local institutional review boards with written informed consent obtained from the participants. This study is registered with ClinicalTrials.gov, 03766880.FindingsWe enrolled 260 participants with cirrhosis, including 110 healthy controls. The calculation of CHESS-CSPHMRI score in participants with or without clinically significant portal hypertension could be done within a few seconds. In the prediction of clinically significant portal hypertension, the area under the ROC curve was 0·81 (95% CI 0·75–0·86), sensitivity was 0·82 (95% CI 0·75–0·88), and specificity of CHESS-CSPHMRI score was 0·70 (95% CI 0·61–0·77). Additionally, we found a positive correlation between CHESS-CSPHMRI score and HVPG (r=0·385, p<0·0001).InterpretationThe CHESS-CSPHMRI score could be used to rapidly and accurately detect clinically significant portal hypertension in patients with cirrhosis using non-contrast-enhanced MRI.FundingNational Natural Science Foundation for Distinguished Young Scholars of China, National Natural Science Foundation of China, Guangdong Science Fund for Distinguished Young Scholars, Guangzhou Industry-Academia-Research Collaborative Innovation Major Project.

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