Whole-liver histogram analysis of hepatocyte-specific contrast-enhanced magnetic resonance imaging for predicting progression in patients with cirrhosis.

IF 2.9 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Quantitative Imaging in Medicine and Surgery Pub Date : 2024-08-01 Epub Date: 2024-07-25 DOI:10.21037/qims-24-109
Xu Qiao, Zirui Wang, Xianru Zhang, Wei Chen, Li Wang, Yen-Wei Chen
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Abstract

Background: Liver cirrhosis, as the terminal phase of chronic liver disease fibrosis, is associated with high morbidity and mortality. Traditional methods for assessing liver function, such as clinical scoring systems, offer only a global evaluation and may not accurately reflect regional liver function variations. This study aimed at evaluating the diagnostic potential of whole-liver histogram analysis of gadobenate dimeglumine (Gd-BOPTA)-enhanced magnetic resonance imaging (MRI) for predicting the progression of cirrhosis.

Methods: In this retrospective study, 265 consecutive patients with cirrhosis admitted to the Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University from August 2012 to September 2019 were enrolled. After the exclusion criteria were applied, 117 patients (84 males and 33 females) were divided into Child-Pugh A cirrhosis (n=43), Child-Pugh B cirrhosis (n=49), and Child-Pugh C cirrhosis (n=25). After correction for liver signal intensity with the spleen was completed, 19 histogram features of the whole liver were extracted and modeled to evaluate liver function, with the Child-Pugh class being incorporated as a clinical parameter. Receiver operating characteristic (ROC) curves were used to assess the diagnosis capability and determine the optimal cutoffs after a mean follow-up of 42.3±19.1 (range, 8-93) months. The association between significant histogram features and the cumulative incidence of hepatic insufficiency was analyzed with the adjusted Kaplan-Meier curve model.

Results: Among 117 patients (12%), 14 developed hepatic insufficiency through a period of follow-up. Five features, including the median (P<0.01), 90th percentile (P<0.01), root mean squared (P<0.01), mean (P<0.01), and 10th percentile (P<0.05), were significantly different between the groups with and without hepatic insufficiency according to the Kruskal-Wallis test; in the ROC curve analysis, the area under the curve (AUC) of these features was 0.723 [95% confidence interval (CI): 0.653-0.793], 0.722 (95% CI: 0.652-0.792), 0.722 (95% CI: 0.652-0.792), 0.721 (95% CI: 0.651-0.791), and 0.674 (95% CI: 0.600-0.748) after correction, respectively (all P values <0.05). Median, 90th percentile, root mean squared, and mean were found to be significant factors in predicting liver insufficiency. The adjusted Kaplan-Meier curves revealed that patients with a feature level less than the cutoff, as compared to those with a level above the cutoff, showed a statistically shorter progression-free survival and higher incidences of hepatic insufficiency for significant features of median (cutoff =26.001; 21.28% versus 5.71%; P=0.02), 90th percentile (cutoff =86.263; 20.41% versus 5.88%; P<0.01), root mean squared (cutoff =1,028.477; 19.15% versus 7.14%; P=0.049), and mean (cutoff =27.484; 19.15% versus 7.14%; P=0.049). Patients with a 10th percentile less than -39.811 also showed a higher cumulative incidence of hepatic insufficiency than did those with a value higher than the cutoff (0.18% versus 7.46%; P=0.22).

Conclusions: Whole-liver histogram analysis of Gd-BOPTA-enhanced MRI may serve as a noninvasive analytical method to predict hepatic insufficiency in patients with cirrhosis.

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肝细胞特异性对比增强磁共振成像的全肝直方图分析,用于预测肝硬化患者的病情发展。
背景:肝硬化是慢性肝病纤维化的终末阶段,发病率和死亡率都很高。传统的肝功能评估方法,如临床评分系统,只能提供整体评估,可能无法准确反映区域性肝功能变化。本研究旨在评估钆喷酸二葡胺(Gd-BOPTA)增强磁共振成像(MRI)的全肝直方图分析在预测肝硬化进展方面的诊断潜力:在这项回顾性研究中,纳入了2012年8月至2019年9月期间在山东第一医科大学附属省立医院放射科连续住院的265例肝硬化患者。根据排除标准,将117例患者(男84例,女33例)分为Child-Pugh A型肝硬化(43例)、Child-Pugh B型肝硬化(49例)和Child-Pugh C型肝硬化(25例)。在完成对肝脏信号强度与脾脏信号强度的校正后,提取全肝的 19 个直方图特征并建立模型,以评估肝功能,同时将 Child-Pugh 分级作为临床参数。在平均随访 42.3±19.1(8-93)个月后,使用接收者操作特征(ROC)曲线评估诊断能力并确定最佳临界值。采用调整后的 Kaplan-Meier 曲线模型分析了重要直方图特征与肝功能不全累积发病率之间的关系:结果:117 名患者(12%)中有 14 人在随访期间出现肝功能不全。包括中位数(PConclusions:钆-BOPTA增强磁共振成像的全肝直方图分析可作为预测肝硬化患者肝功能不全的无创分析方法。
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来源期刊
Quantitative Imaging in Medicine and Surgery
Quantitative Imaging in Medicine and Surgery Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
4.20
自引率
17.90%
发文量
252
期刊介绍: Information not localized
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