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静息态功能磁共振成像连接性分析作为检测多发性硬化症患者大脑五个不同认知网络异常的工具。

Resting state fMRI connectivity analysis as a tool for detection of abnormalities in five different cognitive networks of the brain in Multiple Sclerosis patients.

作者信息

Nejad-Davarani Siamak P, Chopp Michael, Peltier Scott, Li Lian, Davoodi-Bojd Esmaeil, Lu Mei, Bagher-Ebadian Hassan, Budaj John, Gallagher David, Ding Yue, Hearshen David, Jiang Quan, Cerghet Mirela

机构信息

Department of Neurology, Henry Ford Hospital, Detroit, MI, USA.

Department of Biomedical engineering, University of Michigan, Ann Arbor, MI, USA.

出版信息

Clin Case Rep Rev. 2016 Sep;2(9):464-471. doi: 10.15761/CCRR.1000S1001. Epub 2016 Jul 30.

Abstract

OBJECTIVES

Cognitive dysfunction is present in at least half of patients with Multiple Sclerosis. The purpose of this study was to examine functional connectivity abnormalities in patients with multiple sclerosis (MS) using resting state fMRI (rsfMRI).

METHODS

Conventional MRI, rsfMRI and diffusion tensor imaging (DTI) data was acquired from 10 patients with relapsing-remitting multiple sclerosis (RRMS) and 20 healthy controls. Cross-correlation of the resting state average signal among the voxels in each brain region of the five cognitive networks: default mode network (DMN), attention, verbal memory, memory, and visuospatial working memory network, was calculated. Voxelwise analyses were used to investigate fractional anisotropy (FA) of white matter tracts. The normalized gray matter (GM), white matter and thalamus volumes were calculated.

RESULTS

Compared to controls, significant deficit in MS patients at each of five networks, attention (p=0.026), DMN (p=0.004), verbal memory (p<0.001), memory (p=0.001), visuospatial working memory (p=0.003) was found. Significant reduction (p=0.034) in the normalized GM volume and asymmetry in thalamus volume (p=0.041) was detected in MS patients compared to controls.

CONCLUSION

Wide spread of functional abnormalities are present within different cognitive networks in patients with RRMS, suggesting that DMN may not be sufficient for measurement of MS cognitive impairment. Larger and longitudinal studies should ascertain whether rsfMRI of cognitive networks and changes in GM and thalamus volume can be used as tools for assessment of cognition in clinical trials in MS.

摘要

目的

至少一半的多发性硬化症患者存在认知功能障碍。本研究的目的是使用静息态功能磁共振成像(rsfMRI)检查多发性硬化症(MS)患者的功能连接异常。

方法

从10例复发缓解型多发性硬化症(RRMS)患者和20名健康对照者获取常规MRI、rsfMRI和扩散张量成像(DTI)数据。计算五个认知网络(默认模式网络(DMN)、注意力、言语记忆、记忆和视觉空间工作记忆网络)每个脑区体素间静息态平均信号的互相关。采用体素分析研究白质束的分数各向异性(FA)。计算标准化灰质(GM)、白质和丘脑体积。

结果

与对照组相比,MS患者在五个网络中的每一个网络均存在显著缺陷,分别为注意力(p = 0.026)、DMN(p = 0.004)、言语记忆(p < 0.001)、记忆(p = 0.001)、视觉空间工作记忆(p = 0.003)。与对照组相比,MS患者的标准化GM体积显著减少(p = 0.034),丘脑体积不对称(p = 0.041)。

结论

RRMS患者不同认知网络中存在广泛的功能异常,提示DMN可能不足以测量MS的认知损害。更大规模的纵向研究应确定认知网络的rsfMRI以及GM和丘脑体积的变化是否可作为MS临床试验中认知评估的工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6101/5697978/bed3930daf7d/nihms897553f1.jpg

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