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非典型静息态功能连接动力学与HIV感染早期认知功能障碍相关。

Atypical Resting-State Functional Connectivity Dynamics Correlate With Early Cognitive Dysfunction in HIV Infection.

作者信息

Nguchu Benedictor Alexander, Zhao Jing, Wang Yanming, Li Yu, Wei Yarui, Uwisengeyimana Jean de Dieu, Wang Xiaoxiao, Qiu Bensheng, Li Hongjun

机构信息

Hefei National Laboratory for Physical Sciences at the Microscale, Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China.

Department of Radiology, Beijing Youan Hospital, Capital Medical University, Beijing, China.

出版信息

Front Neurol. 2021 Jan 14;11:606592. doi: 10.3389/fneur.2020.606592. eCollection 2020.

Abstract

Previous studies have shown that HIV affects striato-cortical regions, leading to persisting cognitive impairment in 30-70% of the infected individuals despite combination antiretroviral therapy. This study aimed to investigate brain functional dynamics whose deficits might link to early cognitive decline or immunologic deterioration. We applied sliding windows and K-means clustering to fMRI data (HIV patients with asymptomatic neurocognitive impairment and controls) to construct dynamic resting-state functional connectivity (RSFC) maps and identify states of their reoccurrences. The average and variability of dynamic RSFC, and the dwelling time and state transitioning of each state were evaluated. HIV patients demonstrated greater variability in RSFC between the left pallidum and regions of right pre-central and post-central gyri, and between the right supramarginal gyrus and regions of the right putamen and left pallidum. Greater variability was also found in the frontal RSFC of pars orbitalis of the left inferior frontal gyrus and right superior frontal gyrus (medial). While deficits in learning and memory recall of HIV patients related to greater striato-sensorimotor variability, deficits in attention and working memory were associated with greater frontal variability. Greater striato-parietal variability presented a strong link with immunologic function (CD4+/CD8+ ratio). Furthermore, HIV-infected patients exhibited longer time and reduced transitioning in states typified by weaker connectivity in specific networks. CD4+T-cell counts of the HIV-patients were related to reduced state transitioning. Our findings suggest that HIV alters brain functional connectivity dynamics, which may underlie early cognitive impairment. These findings provide novel insights into our understanding of HIV pathology, complementing the existing knowledge.

摘要

先前的研究表明,尽管接受了联合抗逆转录病毒治疗,但HIV会影响纹状体-皮质区域,导致30%-70%的感染者持续存在认知障碍。本研究旨在调查大脑功能动力学,其缺陷可能与早期认知衰退或免疫恶化有关。我们将滑动窗口和K均值聚类应用于功能磁共振成像数据(无症状神经认知障碍的HIV患者和对照组),以构建动态静息态功能连接(RSFC)图并识别其反复出现的状态。评估了动态RSFC的平均值和变异性,以及每个状态的停留时间和状态转换。HIV患者在左侧苍白球与右侧中央前回和中央后回区域之间,以及右侧缘上回与右侧壳核和左侧苍白球区域之间的RSFC变异性更大。在左侧额下回眶部和右侧额上回(内侧)的额叶RSFC中也发现了更大的变异性。虽然HIV患者的学习和记忆回忆缺陷与纹状体-感觉运动变异性增加有关,但注意力和工作记忆缺陷与额叶变异性增加有关。更大的纹状体-顶叶变异性与免疫功能(CD4+/CD8+比值)有很强的联系。此外,HIV感染患者在特定网络中以较弱连接为特征的状态下表现出更长的时间和更少的转换。HIV患者的CD4+T细胞计数与状态转换减少有关。我们的研究结果表明,HIV会改变大脑功能连接动力学,这可能是早期认知障碍的基础。这些发现为我们理解HIV病理学提供了新的见解,补充了现有知识。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0605/7841016/b33f3952110a/fneur-11-606592-g0001.jpg

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