Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy.

Polish journal of radiology Pub Date : 2023-09-06 eCollection Date: 2023-01-01 DOI:10.5114/pjr.2023.131696
Mustafa Orhan Nalbant, Irem Erdil, Nihal Akcay, Ercan Inci, Figen Palabiyik
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Abstract

Purpose: To evaluate the whole brain, hippocampus, thalamus, and lentiform nucleus by volumetric apparent diffusion coefficient (ADC) histogram analysis in paediatric patients with hypoxic-ischaemic encephalopathy (HIE).

Material and methods: This retrospective study included 25 patients with HIE and 50 patients as the control group. Diffusion-weighted imaging was obtained at b-values of 1000 mm2/s. The histogram parameters of ADC values, including the mean, minimum, maximum, 5th, 10th, 25th, 50th, 75th, 90th, and 95th percentiles, as well as skewness, kurtosis, and variance were determined. The interclass correlation coefficient (ICC) was used to assess the inter-observer agreement.

Results: ADCmin, ADCmean, and ADCmax, as well as the 5th, 10th, 25th, 50th, 75th, 90th, and 95th percentiles of ADC values for the HIE group were all lower than those of the control group (p < 0.001) in the volumetric histogram analysis of the hippocampus, thalamus, and lentiform nucleus. In the whole-brain histogram analysis, ADC min, and the 50th and 75th percentiles of ADC values did not differ significantly, while other parameters were lower in the HIE group. The ROC curve revealed that the ADC histogram parameters of the hippocampus provided the most accurate results for the diagnosis of HIE. The area under the curve (AUC) of the 95th percentile of ADC values was the highest (AUC = 0.915; cut-off 1.262 × 10-3 mm2/s; sensitivity 88% and specificity 84%).

Conclusions: Volumetric ADC histogram analysis of the whole brain, hippocampus, thalamus, and lentiform nucleus with b-values of 1000 mm2/s can serve as an imaging marker for determining HIE.

Abstract Image

Abstract Image

Abstract Image

新生儿缺氧缺血性脑病患者大脑体积表观扩散系数(ADC)直方图分析。
目的:采用体积表观扩散系数(ADC)直方图分析法对儿童缺氧缺血性脑病(HIE)患者的全脑、海马、丘脑和豆状核进行评价。材料和方法:本回顾性研究包括25例HIE患者和50例对照组患者。在1000mm2/s的b值下获得扩散加权成像。确定ADC值的直方图参数,包括平均值、最小值、最大值、第5、第10、第25、第50、第75、第90和第95个百分位数,以及偏度、峰度和方差。类间相关系数(ICC)用于评估观察者之间的一致性。结果:在海马、丘脑和豆状核的体积直方图分析中,HIE组的ADCmin、ADCmin和ADCmax以及ADC值的第5、第10、第25、第50、第75、第90和第95个百分位数均低于对照组(p<0.001)。在全脑直方图分析中,HIE组的ADC最小值、ADC值的第50和第75个百分位数没有显著差异,而其他参数较低。ROC曲线显示,海马ADC直方图参数为HIE的诊断提供了最准确的结果。ADC值第95个百分位的曲线下面积(AUC)最高(AUC=0.915;截止值1.262×10-3 mm2/s;敏感性88%,特异性84%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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