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氟代脱氧葡萄糖正电子发射断层扫描(F-FDG PET)与磁共振成像(MRI)表观扩散系数直方图指标与弥漫性脑桥内在型胶质瘤生存率的相关性:来自儿童脑肿瘤协作组的报告

Correlation of F-FDG PET and MRI Apparent Diffusion Coefficient Histogram Metrics with Survival in Diffuse Intrinsic Pontine Glioma: A Report from the Pediatric Brain Tumor Consortium.

作者信息

Zukotynski Katherine A, Vajapeyam Sridhar, Fahey Frederic H, Kocak Mehmet, Brown Douglas, Ricci Kelsey I, Onar-Thomas Arzu, Fouladi Maryam, Poussaint Tina Young

机构信息

McMaster University, Hamilton, Ontario, Canada.

Boston Children's Hospital, Boston, Massachusetts.

出版信息

J Nucl Med. 2017 Aug;58(8):1264-1269. doi: 10.2967/jnumed.116.185389. Epub 2017 Mar 30.

Abstract

The purpose of this study was to describe baseline F-FDG PET voxel characteristics in pediatric diffuse intrinsic pontine glioma (DIPG) and to correlate these metrics with baseline MRI apparent diffusion coefficient (ADC) histogram metrics, progression-free survival (PFS), and overall survival. Baseline brain F-FDG PET and MRI scans were obtained in 33 children from Pediatric Brain Tumor Consortium clinical DIPG trials. F-FDG PET images, postgadolinium MR images, and ADC MR images were registered to baseline fluid attenuation inversion recovery MR images. Three-dimensional regions of interest on fluid attenuation inversion recovery MR images and postgadolinium MR images and F-FDG PET and MR ADC histograms were generated. Metrics evaluated included peak number, skewness, and kurtosis. Correlation between PET and MR ADC histogram metrics was evaluated. PET pixel values within the region of interest for each tumor were plotted against MR ADC values. The association of these imaging markers with survival was described. PET histograms were almost always unimodal (94%, vs. 6% bimodal). None of the PET histogram parameters (skewness or kurtosis) had a significant association with PFS, although a higher PET postgadolinium skewness tended toward a less favorable PFS (hazard ratio, 3.48; 95% confidence interval [CI], 0.75-16.28 [ = 0.11]). There was a significant association between higher MR ADC postgadolinium skewness and shorter PFS (hazard ratio, 2.56; 95% CI, 1.11-5.91 [ = 0.028]), and there was the suggestion that this also led to shorter overall survival (hazard ratio, 2.18; 95% CI, 0.95-5.04 [ = 0.067]). Higher MR ADC postgadolinium kurtosis tended toward shorter PFS (hazard ratio, 1.30; 95% CI, 0.98-1.74 [ = 0.073]). PET and MR ADC pixel values were negatively correlated using the Pearson correlation coefficient. Further, the level of PET and MR ADC correlation was significantly positively associated with PFS; tumors with higher values of ADC-PET correlation had more favorable PFS (hazard ratio, 0.17; 95% CI, 0.03-0.89 [ = 0.036]), suggesting that a higher level of negative ADC-PET correlation leads to less favorable PFS. A more significant negative correlation may indicate higher-grade elements within the tumor leading to poorer outcomes. F-FDG PET and MR ADC histogram metrics in pediatric DIPG demonstrate different characteristics with often a negative correlation between PET and MR ADC pixel values. A higher negative correlation is associated with a worse PFS, which may indicate higher-grade elements within the tumor.

摘要

本研究的目的是描述儿童弥漫性脑桥内在型胶质瘤(DIPG)的基线F-FDG PET体素特征,并将这些指标与基线MRI表观扩散系数(ADC)直方图指标、无进展生存期(PFS)和总生存期相关联。对来自儿童脑肿瘤协作组临床DIPG试验的33名儿童进行了基线脑F-FDG PET和MRI扫描。将F-FDG PET图像、钆增强后MR图像和ADC MR图像配准到基线液体衰减反转恢复MR图像。在液体衰减反转恢复MR图像、钆增强后MR图像以及F-FDG PET和MR ADC直方图上生成三维感兴趣区。评估的指标包括峰数、偏度和峰度。评估了PET和MR ADC直方图指标之间的相关性。将每个肿瘤感兴趣区内的PET像素值与MR ADC值进行绘图。描述了这些影像标志物与生存期的关联。PET直方图几乎总是单峰的(94%,双峰的占6%)。PET直方图参数(偏度或峰度)与PFS均无显著关联,尽管PET钆增强后较高的偏度往往提示PFS较差(风险比,3.48;95%置信区间[CI],0.75 - 16.28[P = 0.11])。钆增强后较高的MR ADC偏度与较短的PFS之间存在显著关联(风险比,2.56;95% CI,1.11 - 5.91[P = 0.028]),并且提示这也会导致较短的总生存期(风险比,2.18;95% CI,0.95 - 5.04[P = 0.067])。钆增强后较高的MR ADC峰度往往提示较短的PFS(风险比,1.30;95% CI,0.98 - 1.74[P = 0.073])。使用Pearson相关系数,PET和MR ADC像素值呈负相关。此外,PET和MR ADC的相关水平与PFS显著正相关;ADC - PET相关性值较高的肿瘤具有更有利的PFS(风险比,0.17;95% CI,0.03 - 0.89[P = 0.036]),这表明较高水平的ADC - PET负相关会导致较差的PFS。更显著的负相关可能表明肿瘤内存在更高级别的成分,从而导致更差的预后。儿童DIPG中的F-FDG PET和MR ADC直方图指标表现出不同特征,PET和MR ADC像素值之间通常呈负相关。较高的负相关与较差的PFS相关,这可能表明肿瘤内存在更高级别的成分。

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本文引用的文献

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