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儿童脑肿瘤幸存者的脑结构连接异常。

Abnormalities of structural brain connectivity in pediatric brain tumor survivors.

作者信息

Oyefiade Adeoye, Moxon-Emre Iska, Beera Kiran, Bouffet Eric, Taylor Michael, Ramaswamy Vijay, Laughlin Suzanne, Skocic Jovanka, Mabbott Donald J

机构信息

Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario, Canada.

Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.

出版信息

Neurooncol Adv. 2022 May 4;4(1):vdac064. doi: 10.1093/noajnl/vdac064. eCollection 2022 Jan-Dec.

Abstract

BACKGROUND

Pediatric brain tumor survivors are at an increased risk for white matter (WM) injury. However, damage to whole-brain structural connectivity is unelucidated. The impact of treatment on WM connectivity was investigated.

METHODS

Whole-brain WM networks were derived from diffusion tensor imaging data acquired for 28 irradiated patients (radiotherapy, RT) (mean age = 13.74 ± 3.32 years), 13 patients not irradiated (No RT) (mean age = 12.57 ± 2.87), and 41 typically developing children (TDC) (mean age = 13.32 ± 2.92 years). Differences in network properties were analyzed using robust regressions.

RESULTS

Participation coefficient was lower in both patient groups (RT: adj. = .015; No RT: adj. = .042). Compared to TDC, RT had greater clustering (adj. = .015), local efficiency (adj. = .003), and modularity (adj. = .000003). WM traced from hubs was damaged in patients: left hemisphere pericallosal sulcus (FA [ = 4.97; < 0.01]; MD [ = 11.02; < 0.0001]; AD [ = 10.00; < 0.0001]; RD [ = 8.53; < 0.0001]), right hemisphere pericallosal sulcus (FA [ = 8.87; < 0.0001]; RD [ = 8.27; < 0.001]), and right hemisphere parietooccipital sulcus (MD [ = 5.78; < 0.05]; RD [ = 5.12; < 0.05]).

CONCLUSIONS

Findings indicate greater segregation of WM networks after RT. Intermodular connectivity was lower after treatment with and without RT. No significant network differences were observed between patient groups. Our results are discussed in the context of a network approach that emphasizes interactions between brain regions.

摘要

背景

儿童脑肿瘤幸存者发生白质(WM)损伤的风险增加。然而,全脑结构连接性的损害尚不清楚。本研究调查了治疗对WM连接性的影响。

方法

从28例接受放疗的患者(放疗组,RT)(平均年龄 = 13.74 ± 3.32岁)、13例未接受放疗的患者(未放疗组,No RT)(平均年龄 = 12.57 ± 2.87岁)和41例正常发育儿童(TDC)(平均年龄 = 13.32 ± 2.92岁)获取的扩散张量成像数据中提取全脑WM网络。使用稳健回归分析网络属性的差异。

结果

两个患者组的参与系数均较低(RT组:校正后 = 0.015;No RT组:校正后 = 0.042)。与TDC相比,RT组具有更高的聚类系数(校正后 = 0.015)、局部效率(校正后 = 0.003)和模块化程度(校正后 = 0.000003)。患者中源自枢纽的WM受损:左侧半球胼胝体沟(FA [ = 4.97; < 0.01];MD [ = 11.02; < 0.0001];AD [ = 10.00; < 0.0001];RD [ = 8.53; < 0.0001])、右侧半球胼胝体沟(FA [ = 8.87; < 0.0001];RD [ = 8.27; < 0.001])和右侧半球顶枕沟(MD [ = 5.78; < 0.05];RD [ = 5.12; < 0.05])。

结论

研究结果表明放疗后WM网络的分离程度更高。放疗组和未放疗组治疗后模块间连接性均较低。两组患者之间未观察到显著的网络差异。我们的结果在强调脑区之间相互作用的网络方法背景下进行了讨论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e27/9297943/deff843176fc/vdac064_fig1.jpg

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