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脑卒中后具有功能代偿的脑白质的几何微观结构损伤。

Geometric microstructural damage of white matter with functional compensation in post-stroke.

机构信息

Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China.

Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing, China.

出版信息

Neuropsychologia. 2021 Sep 17;160:107980. doi: 10.1016/j.neuropsychologia.2021.107980. Epub 2021 Aug 2.

Abstract

BACKGROUND AND PURPOSE

Subcortical ischemic stroke usually leads to the geometric microstructural changes in the orientation of peri-infarct white matter fiber. We conducted the study to determine the microstructural changes in the white matter fiber orientation in post stroke patients with and without cognitive impairment (PSCI, NPSCI), and to investigate the impact of peri-infarct white matter damage on the morphology and functional connectivity of their projective cerebral regions.

METHODS

A novel mathematical framework called Director Field Analysis (DFA) was applied to study the microstructural changes in the orientation of white matter fiber in PSCI (n = 23), NPSCI (n = 17), and cognitively normal (CN, n = 29) individuals.

RESULTS

PSCI patients had extensive abnormalities in the orientation of white matter fiber in the corpus callosum, bilateral internal capsule, external capsule, forceps major, forceps minor, and corticospinal tract in comparison with NPSCI and CN. NPSCI patients also showed significant increases in bend and twist of white matter fiber orientation in the internal capsule in comparison with CN. Seed-based functional connectivity analysis showed that peri-infarct white matter deficits indicate a significant impact on functional connectivity with related cortical regions, suggesting the coexistence of impairment and compensation in post-stroke. In addition, these peri-infarct white matter damages and abnormal functional connectivity were significantly correlated with cognitive scores. Machine learning model also indicated that these changes in white matter fiber orientation and functional connectivity can predict the cognitive status in post-stroke.

CONCLUSIONS

Post-stroke patients experienced pathological damage in the orientation of peri-infarct white matter fiber. The peri-infarct white matter damage may further induce the abnormal functional connectivity in projective cerebral regions. These degenerations of peri-infarct white matter fiber and associated functional connectivity changes may mediate the cognitive impairment in post-stroke.

摘要

背景与目的

皮质下缺血性卒中通常导致梗死周边白质纤维方向的几何微观结构改变。我们进行了这项研究,以确定伴有和不伴有认知障碍的卒中后患者(PSCI,NPSCI)的白质纤维方向微观结构变化,并探讨梗死周边白质损伤对其投射脑区形态和功能连接的影响。

方法

我们应用一种新的数学框架——方向场分析(DFA)来研究 PSCI(n=23)、NPSCI(n=17)和认知正常(CN,n=29)个体白质纤维方向的微观结构变化。

结果

与 NPSCI 和 CN 相比,PSCI 患者胼胝体、双侧内囊、外囊、大脑脚、小脑中脚和皮质脊髓束的白质纤维方向广泛异常。与 CN 相比,NPSCI 患者内囊的白质纤维方向弯曲和扭转也显著增加。基于种子的功能连接分析显示,梗死周边白质缺陷对与相关皮质区域的功能连接有显著影响,提示卒中后存在损伤和代偿共存。此外,这些梗死周边白质损伤和异常的功能连接与认知评分显著相关。机器学习模型也表明,白质纤维方向和功能连接的这些变化可以预测卒中后的认知状态。

结论

卒中后患者经历了梗死周边白质纤维方向的病理性损伤。梗死周边白质损伤可能进一步导致投射脑区的异常功能连接。梗死周边白质纤维的这些退化和相关功能连接变化可能介导卒中后的认知障碍。

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