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儿童弥漫性脑桥胶质瘤的扩散张量直方图分析

Diffusion tensor histogram analysis of pediatric diffuse intrinsic pontine glioma.

作者信息

Steffen-Smith Emilie A, Sarlls Joelle E, Pierpaoli Carlo, Shih Joanna H, Bent Robyn S, Walker Lindsay, Warren Katherine E

机构信息

Pediatric Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Building 10, Room 1-5750, 9000 Rockville Pike, Bethesda, MD 20892, USA.

In Vivo NMR Center, National Institute of Neurological Disorders and Stroke, National Institutes of the Health, Bethesda, MD 20892, USA.

出版信息

Biomed Res Int. 2014;2014:647356. doi: 10.1155/2014/647356. Epub 2014 Jun 11.

Abstract

PURPOSE

To evaluate tumor structure in children with diffuse intrinsic pontine glioma (DIPG) using histogram analyses of mean diffusivity (MD), determine potential treatment and corticosteroid-related effects on MD, and monitor changes in MD distributions over time.

MATERIALS AND METHODS

DTI was performed on a 1.5T GE scanner. Regions of interest included the entire FLAIR-defined tumor. MD data were used to calculate histograms. Patterns in MD distributions were evaluated and fitted using a two-normal mixture model. Treatment-related effects were evaluated using the R (2) statistic for linear mixed models and Cox proportional hazards models.

RESULTS

12 patients with DIPG underwent one or more DTI exams. MD histogram distributions varied among patients. Over time, histogram peaks became shorter and broader (P = 0.0443). Two-normal mixture fitting revealed large lower curve proportions that were not associated with treatment response or outcome. Corticosteroid use affected MD histograms and was strongly associated with larger, sharper peaks (R(2) = 0.51, P = 0.0028).

CONCLUSIONS

MD histograms of pediatric DIPG show significant interpatient and intratumoral differences and quantifiable changes in tumor structure over time. Corticosteroids greatly affected MD and must be considered a confounding factor when interpreting MD results in the context of treatment response.

摘要

目的

使用平均扩散率(MD)的直方图分析评估弥漫性脑桥内在胶质瘤(DIPG)患儿的肿瘤结构,确定潜在治疗及皮质类固醇对MD的相关影响,并监测MD分布随时间的变化。

材料与方法

在1.5T的GE扫描仪上进行扩散张量成像(DTI)。感兴趣区域包括整个液体衰减反转恢复(FLAIR)定义的肿瘤。MD数据用于计算直方图。使用双正态混合模型评估并拟合MD分布模式。使用线性混合模型和Cox比例风险模型的R(2)统计量评估与治疗相关的影响。

结果

12例DIPG患者接受了一次或多次DTI检查。患者之间MD直方图分布各不相同。随着时间推移,直方图峰值变得更短、更宽(P = 0.0443)。双正态混合拟合显示较大的较低曲线比例与治疗反应或结果无关。使用皮质类固醇影响MD直方图,且与更大、更尖锐的峰值密切相关(R(2) = 0.51,P = 0.0028)。

结论

儿童DIPG的MD直方图显示出显著的患者间和肿瘤内差异,以及肿瘤结构随时间的可量化变化。皮质类固醇对MD有很大影响,在根据治疗反应解释MD结果时,必须将其视为一个混杂因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/813a/4071985/f2067a3830de/BMRI2014-647356.003.jpg

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