Schwimmer Jeffrey B, Behling Cynthia, Angeles Jorge Eduardo, Paiz Melissa, Durelle Janis, Africa Jonathan, Newton Kimberly P, Brunt Elizabeth M, Lavine Joel E, Abrams Stephanie H, Masand Prakash, Krishnamurthy Rajesh, Wong Kelvin, Ehman Richard L, Yin Meng, Glaser Kevin J, Dzyubak Bogdan, Wolfson Tanya, Gamst Anthony C, Hooker Jonathan, Haufe William, Schlein Alexandra, Hamilton Gavin, Middleton Michael S, Sirlin Claude B
Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, CA.
Department of Gastroenterology, Rady Children's Hospital San Diego, San Diego, CA.
Hepatology. 2017 Nov;66(5):1474-1485. doi: 10.1002/hep.29241. Epub 2017 Oct 9.
Magnetic resonance elastography (MRE) is a promising technique for noninvasive assessment of fibrosis, a major determinant of outcome in nonalcoholic fatty liver disease (NAFLD). However, data in children are limited. The purpose of this study was to determine the accuracy of MRE for the detection of fibrosis and advanced fibrosis in children with NAFLD and to assess agreement between manual and novel automated reading methods. We performed a prospective, multicenter study of two-dimensional (2D) MRE in children with NAFLD. MR elastograms were analyzed manually at two reading centers, and using a new automated technique. Analysis using each approach was done independently. Correlations were determined between MRE analysis methods and fibrosis stage. Thresholds for classifying the presence of fibrosis and of advanced fibrosis were computed and cross-validated. In 90 children with a mean age of 13.1 ± 2.4 years, median hepatic stiffness was 2.35 kPa. Stiffness values derived by each reading center were strongly correlated with each other (r = 0.83). All three analyses were significantly correlated with fibrosis stage (center 1, ρ = 0.53; center 2, ρ = 0.55; and automated analysis, ρ = 0.52; P < 0.001). Overall cross-validated accuracy for detecting any fibrosis was 72.2% for all methods (95% confidence interval [CI], 61.8%-81.1%). Overall cross-validated accuracy for assessing advanced fibrosis was 88.9% (95% CI, 80.5%-94.5%) for center 1, 90.0% (95% CI, 81.9%-95.3%) for center 2, and 86.7% (95% CI, 77.9%-92.9%) for automated analysis.
2D MRE can estimate hepatic stiffness in children with NAFLD. Further refinement and validation of automated analysis techniques will be an important step in standardizing MRE. How to best integrate MRE into clinical protocols for the assessment of NAFLD in children will require prospective evaluation. (Hepatology 2017;66:1474-1485).
磁共振弹性成像(MRE)是一种很有前景的用于无创评估纤维化的技术,纤维化是非酒精性脂肪性肝病(NAFLD)预后的一个主要决定因素。然而,儿童相关的数据有限。本研究的目的是确定MRE检测NAFLD儿童纤维化和进展性纤维化的准确性,并评估人工阅读与新型自动阅读方法之间的一致性。我们对NAFLD儿童进行了二维(2D)MRE的前瞻性多中心研究。在两个阅读中心对磁共振弹性成像图进行人工分析,并使用一种新的自动技术。每种方法的分析都是独立进行的。确定了MRE分析方法与纤维化分期之间的相关性。计算并交叉验证了用于分类纤维化和进展性纤维化存在与否的阈值。在90名平均年龄为13.1±2.4岁的儿童中,肝硬度中位数为2.35kPa。每个阅读中心得出的硬度值彼此高度相关(r = 0.83)。所有三种分析与纤维化分期均显著相关(中心1,ρ = 0.53;中心2,ρ = 0.55;自动分析,ρ = 0.52;P < 0.001)。所有方法检测任何纤维化的总体交叉验证准确性为72.2%(95%置信区间[CI],61.8% - 81.1%)。中心1评估进展性纤维化的总体交叉验证准确性为88.9%(95%CI,80.5% - 94.5%),中心2为90.0%(95%CI,81.9% - 9