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Magnetic Resonance Imaging and Liver Histology as Biomarkers of Hepatic Steatosis in Children with Nonalcoholic Fatty Liver Disease

机译:磁共振成像和肝脏组织学作为非酒精性脂肪肝疾病患儿肝脂肪变性的生物标志物

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摘要

Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in children. In order to advance the field of NAFLD, noninvasive imaging methods for measuring liver fat are needed. Advanced magnetic resonance imaging (MRI) has shown great promise for the quantitative assessment of hepatic steatosis but has not been validated in children. Therefore, this study was designed to evaluate the correlation and diagnostic accuracy of MRI-estimated liver proton density fat fraction (PDFF), a biomarker for hepatic steatosis, compared to histologic steatosis grade in children. The study included 174 children with a mean age of 14.0 years. MRI-estimated liver PDFF was significantly (p < 0.01) correlated (0.725) with steatosis grade. Correlation of MRI-estimated liver PDFF and steatosis grade was influenced by both sex and fibrosis stage. The correlation was significantly (p<0.01) stronger in girls (0.86) than in boys (0.70). The correlation was significantly (p<0.01) weaker in children with stage 2–4 fibrosis (0.61) than children with no fibrosis (0.76) or stage 1 fibrosis (0.78). The diagnostic accuracy of commonly used threshold values to distinguish between no steatosis and mild steatosis ranged from 0.69 to 0.82. The overall accuracy of predicting the histologic steatosis grade from MRI-estimated liver PDFF was 56%. No single threshold had sufficient sensitivity and specificity to be considered diagnostic for an individual child.ConclusionsAdvanced magnitude-based MRI can be used to estimate liver PDFF in children, and those PDFF values correlate well with steatosis grade by liver histology. Thus magnitude-based MRI has the potential for clinical utility in the evaluation of NAFLD, but at this time no single threshold value has sufficient accuracy to be considered diagnostic for an individual child.
机译:非酒精性脂肪肝疾病(NAFLD)是儿童中最常见的慢性肝病。为了推进NAFLD的领域,需要用于测量肝脂肪的非侵入性成像方法。先进的磁共振成像(MRI)在定量评估肝脂肪变性方面显示出巨大的希望,但尚未在儿童中得到验证。因此,本研究旨在评估与儿童肝组织脂肪变性相比,MRI估计的肝脂肪变性生物标志物肝脏质子密度脂肪分数(PDFF)的相关性和诊断准确性。该研究纳入了174名平均年龄为14.0岁的儿童。 MRI估计的肝脏PDFF与脂肪变性等级显着(p <0.01)相关(0.725)。 MRI估计的肝脏PDFF与脂肪变性等级的相关性受性别和纤维化阶段的影响。女孩(0.86)的相关性明显强于男孩(0.70)(p <0.01)。 2-4期纤维化患儿(0.61)的相关性显着(p <0.01)弱于无纤维化患儿(0.76)或1期纤维化患儿(0.78)。常用阈值区分无脂肪变性和轻度脂肪变性的诊断准确性为0.69至0.82。根据MRI估计的肝脏PDFF预测组织学脂肪变性等级的总体准确性为56%。没有一个单一的阈值具有足够的敏感性和特异性,不能被视为对单个儿童的诊断。因此,基于幅值的MRI在评估NAFLD方面具有临床应用潜力,但是目前,没有一个阈值具有足够的准确性被认为可诊断单个儿童。

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