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一种用于预测原发性硬化性胆管炎中期预后的基于磁共振胰胆管造影的定量评分

A quantitative MRCP-derived score for medium-term outcome prediction in primary sclerosing cholangitis.

作者信息

Cristoferi Laura, Porta Marco, Bernasconi Davide Paolo, Leonardi Filippo, Gerussi Alessio, Mulinacci Giacomo, Palermo Andrea, Gallo Camilla, Scaravaglio Miki, Stucchi Eliana, Maino Cesare, Ippolito Davide, D'Amato Daphne, Ferreira Carlos, Nardi Alessandra, Banerjee Rajarshi, Valsecchi Maria Grazia, Antolini Laura, Corso Rocco, Sironi Sandro, Fagiuoli Stefano, Invernizzi Pietro, Carbone Marco

机构信息

Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, Monza, MB 20900, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Via Gian Battista Pergolesi 33, Monza 20900, Italy; Bicocca Bioinformatics Biostatistics and Bioimaging Centre-B4, School of Medicine and Surgery, University of Milan-Bicocca, Via Cadore 48, Monza, MB 20900, Italy.

Department of Diagnostic Radiology, San Gerardo Hospital, ASST Monza, Via Gian Battista Pergolesi 33, Monza, MB 20900, Italy.

出版信息

Dig Liver Dis. 2023 Mar;55(3):373-380. doi: 10.1016/j.dld.2022.10.015. Epub 2022 Nov 7.

Abstract

BACKGROUND

Magnetic resonance cholangiopancreatography (MRCP) is the gold standard for diagnosis of patients with primary sclerosing cholangitis (PSC). The semi-quantitative MRCP-derived Anali scores proposed for risk stratification, have poor-to-moderate inter-reader agreement.

AIMS

To evaluate the prognostic performance of quantitative MRCP metrics in PSC.

METHODS

This is a retrospective study of PSC patients undergoing MRCP. Images were processed using MRCP+ software (Perspectum Ltd, Oxford) that provides quantitative biliary features, semi-automatically extracted by artificial intelligence-driven analysis of MRCP-3D images. The prognostic value of biliary features has been assessed for all hepato-biliary complications.

RESULTS

87 PSC patients have been included in the analysis. Median follow-up from MRCP to event/censoring of 30.9 months (Q1-Q3=13.6-46.6). An adverse outcome occurred in 27 (31.0%) patients. The number of biliary strictures (HR=1.05 per unit, 95%CI 1.02-1.08, p < 0.0001), spleen length (HR=1.16 per cm, 95%CI 1.01-1.34, p = 0.039), adjusted for height, age at MRCP, and time from diagnosis to MRCP predicted higher risk of hepatobiliary complications. These were incorporated into a the quantitative MRCP-derived PSC (qMRCP-PSC) score (C-statistic=0.80). After 3-fold cross-validation, qMRCP-PSC outperformed the Anali score in our cohort (C-statistic of 0.78 vs 0.64) and enabled the discrimination of survival of PSC patients (log-rank p < 0.0001).

CONCLUSIONS

The qMRCP-PSC score identified patients at higher risk of hepatobiliary complications and outperformed the available radiological scores. It represents a novel quantitative biomarker for disease monitoring and a potential surrogate endpoint for clinical trials.

摘要

背景

磁共振胰胆管造影(MRCP)是原发性硬化性胆管炎(PSC)患者诊断的金标准。为风险分层提出的基于MRCP的半定量阿纳利评分,阅片者间的一致性较差到中等。

目的

评估定量MRCP指标在PSC中的预后性能。

方法

这是一项对接受MRCP检查的PSC患者的回顾性研究。使用MRCP+软件(Perspectum有限公司,牛津)对图像进行处理,该软件可提供定量胆管特征,通过人工智能驱动的MRCP三维图像分析半自动提取。已评估胆管特征对所有肝胆并发症的预后价值。

结果

87例PSC患者纳入分析。从MRCP到事件/截尾的中位随访时间为30.9个月(第一四分位数-第三四分位数=13.6-46.6)。27例(31.0%)患者出现不良结局。胆管狭窄数量(风险比=每单位1.05,95%置信区间1.02-1.08,p<0.0001)、脾脏长度(风险比=每厘米1.16,95%置信区间1.01-1.34,p=0.039),在校正身高、MRCP时年龄以及从诊断到MRCP的时间后,预测肝胆并发症风险更高。将这些纳入基于MRCP的定量PSC(qMRCP-PSC)评分(C统计量=0.80)。经过3倍交叉验证,qMRCP-PSC在我们的队列中优于阿纳利评分(C统计量为0.78对0.64),并能够区分PSC患者的生存情况(对数秩检验p<0.0001)。

结论

qMRCP-PSC评分识别出肝胆并发症风险较高的患者,且优于现有的放射学评分。它代表了一种用于疾病监测的新型定量生物标志物和临床试验的潜在替代终点。

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