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儿童幕下肿瘤幸存者的脑网络枢纽与认知表现

Brain network hubs and cognitive performance of survivors of childhood infratentorial tumors.

作者信息

Sleurs Charlotte, Jacobs Sandra, Counsell Serena J, Christiaens Daan, Tournier J-Donald, Sunaert Stefan, Van Beek Karen, Uyttebroeck Anne, Deprez Sabine, Batalle Dafnis, Lemiere Jurgen

机构信息

Department of Oncology, KU Leuven, Belgium.

Department of Oncology, KU Leuven, Belgium; Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Belgium.

出版信息

Radiother Oncol. 2021 Aug;161:118-125. doi: 10.1016/j.radonc.2021.05.028. Epub 2021 Jun 5.

Abstract

BACKGROUND

Childhood infratentorial tumor patients frequently suffer from long-term cognitive deficits. As each constituent of their treatment can lead to neurotoxicity, cascade effects can lead to profound reorganization of the underlying brain network, the so-called 'connectome'. However, to date, few studies have assessed the relationship between brain network topology, the functional role of network hubs (i.e. highly connected regions), and neurocognitive outcomes in adult survivors of childhood infratentorial tumors.

METHODS

In this cross-sectional study, childhood infratentorial tumor survivors (n = 21: pilocytic astrocytoma (n = 8), ependymoma (n = 1) and medulloblastoma (n = 12)) and healthy controls (n = 21) were recruited. Using multishell diffusion-weighted MRI, microstructural organization and topology of supratentorial white matter was investigated; using a voxel-based approach, a fixel-based analysis, and a graph theoretical approach. In addition, neurocognitive subscales of the WAIS-IV intelligence test, and their relationship with nodal strength and network efficiency metrics were assessed.

RESULTS

Similar to earlier studies, we observed widespread decreases in fractional anisotropy (FA) in patients compared to controls, based on voxel-based analyses. In addition, the fixel-based analyses dissociated macro- from microstructural changes, which were encountered in in infratentorial versus supratentorial brain areas, respectively. Finally, regional reorganization (i.e. differences in local efficiency) occurred mainly in hubs, which suggests a specific vulnerability of these areas. These hubs were not only mostly affected, but also most strongly correlated with the intelligence subscales.

CONCLUSION

This study suggests that network hubs are functionally important for intellectual outcomes in infratentorial tumor survivors. Furthermore, these regions could be the primary targets of treatment toxicity. Validation of this specific hypothesis in larger samples is required.

摘要

背景

儿童幕下肿瘤患者经常遭受长期认知缺陷。由于其治疗的每个组成部分都可能导致神经毒性,级联效应可导致潜在脑网络(即所谓的“连接组”)的深刻重组。然而,迄今为止,很少有研究评估儿童幕下肿瘤成年幸存者的脑网络拓扑结构、网络枢纽(即高度连接区域)的功能作用与神经认知结果之间的关系。

方法

在这项横断面研究中,招募了儿童幕下肿瘤幸存者(n = 21:毛细胞型星形细胞瘤(n = 8)、室管膜瘤(n = 1)和髓母细胞瘤(n = 12))和健康对照者(n = 21)。使用多壳扩散加权磁共振成像,研究幕上白质的微观结构组织和拓扑结构;采用基于体素的方法、基于固定点的分析和图论方法。此外,评估了韦氏成人智力量表第四版(WAIS-IV)智力测试的神经认知子量表,以及它们与节点强度和网络效率指标的关系。

结果

与早期研究相似,基于体素的分析显示,与对照组相比,患者的分数各向异性(FA)普遍降低。此外,基于固定点的分析区分了宏观和微观结构变化,分别在幕下和幕上脑区出现。最后,区域重组(即局部效率差异)主要发生在枢纽部位,这表明这些区域具有特定的易损性。这些枢纽不仅受影响最大,而且与智力子量表的相关性也最强。

结论

本研究表明,网络枢纽对幕下肿瘤幸存者的智力结果具有重要功能意义。此外,这些区域可能是治疗毒性的主要靶点。需要在更大样本中验证这一特定假设。

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