Characterizing long-term neurocognitive outcomes through diffusion tensor imaging in childhood brain tumor survivors.

IF 13.4 1区 医学 Q1 CLINICAL NEUROLOGY
Ryan T Oglesby, Chathurangi H Pathiravasan, Elizabeth Olatunji, Leslie Chang, Jill Chotiyanonta, Yuto Uchida, Junghoon Lee, Kenichi Oishi, Rachel K Peterson, Sahaja Acharya
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Abstract

Background: Diffusion tensor imaging (DTI) can probe the longitudinal microstructural integrity and development of the brain. This study characterizes the relationship between long-term neurocognition and changes in fractional anisotropy (FA) and mean diffusivity (MD) of the corpus callosum and hippocampus in childhood brain tumor survivors.

Methods: Patients diagnosed with a brain tumor at <18 years of age with ≥2 neurocognitive assessments retrospectively paired with DTI were eligible. Multitrajectory modeling clustered patients into distinct neurocognitive trajectories based on intelligent quotient, Processing Speed Index and working memory. Linear mixed models were used to determine whether patient clusters were associated with change in MD and FA. Patient clusters were compared to healthy subjects.

Results: From 2014 to 2022, 68 patients with 464 neurocognitive assessments paired with DTI and 80 healthy subjects were included. Multitrajectory modeling identified two patient clusters: (1) low-performance, with declining scores below the normative mean, and (2) normal performance. Compared to the low-performance group, the normal-performance group demonstrated greater increase in FA and greater decrease in MD within the corpus callosum and hippocampus, respectively. This pattern was consistent across multiple white matter tracts, highlighting global differences between the groups. Directional change of FA and MD observed in healthy subjects mirrored that of the normal-performance group, but was opposite to that of the low-performance group.

Conclusion: Compared to the normal-performance group, the low-performance group demonstrated reduced white matter microstructural integrity and higher mean diffusivity in the hippocampus over time, opposite to what is observed in normally developing children. This suggests aberrant neurodevelopment may contribute to late-neurocognitive impairment.

通过弥散张量成像描述儿童脑肿瘤幸存者的长期神经认知结果。
背景:弥散张量成像(Diffusion tensor imaging, DTI)可以探测大脑纵向显微结构的完整性和发育情况。本研究探讨了儿童脑肿瘤幸存者长期神经认知与胼胝体和海马分数各向异性(FA)和平均扩散率(MD)变化之间的关系。方法:年龄小于18岁且神经认知评估≥2次并回顾性配对DTI的脑肿瘤患者纳入研究。多轨迹建模基于智商、处理速度指数和工作记忆将患者聚类到不同的神经认知轨迹中。线性混合模型用于确定患者群是否与MD和FA的变化相关。将患者群与健康受试者进行比较。结果:2014 - 2022年共纳入68例与DTI配对的464项神经认知评估患者和80名健康受试者。多轨迹模型确定了两类患者:(1)表现不佳,得分低于标准平均值;(2)表现正常。与低表现组相比,正常表现组在胼胝体和海马内分别表现出更大的FA增加和更大的MD减少。这种模式在多个白质束中是一致的,突出了群体之间的全球差异。健康组FA和MD的方向性变化与正常组一致,与低水平组相反。结论:与正常表现组相比,随着时间的推移,低表现组的海马白质微结构完整性降低,平均扩散率更高,与正常发育儿童的情况相反。这表明异常的神经发育可能导致晚期神经认知障碍。
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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来源期刊
Neuro-oncology
Neuro-oncology 医学-临床神经学
CiteScore
27.20
自引率
6.30%
发文量
1434
审稿时长
3-8 weeks
期刊介绍: Neuro-Oncology, the official journal of the Society for Neuro-Oncology, has been published monthly since January 2010. Affiliated with the Japan Society for Neuro-Oncology and the European Association of Neuro-Oncology, it is a global leader in the field. The journal is committed to swiftly disseminating high-quality information across all areas of neuro-oncology. It features peer-reviewed articles, reviews, symposia on various topics, abstracts from annual meetings, and updates from neuro-oncology societies worldwide.
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