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2 型糖尿病患者工作记忆相关网络中大脑激活和功能连接的改变:基于独立成分分析的研究。

Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis.

机构信息

Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital, Tianjin 300052, China.

Department of Radiology, Tianjin Medical University Metabolic Diseases Hospital, Tianjin, 300060, China.

出版信息

Sci Rep. 2016 Mar 29;6:23767. doi: 10.1038/srep23767.

Abstract

Type 2 diabetes mellitus (T2DM) can cause multidimensional cognitive deficits, among which working memory (WM) is usually involved at an early stage. However, the neural substrates underlying impaired WM in T2DM patients are still unclear. To clarify this issue, we utilized functional magnetic resonance imaging (fMRI) and independent component analysis to evaluate T2DM patients for alterations in brain activation and functional connectivity (FC) in WM networks and to determine their associations with cognitive and clinical variables. Twenty complication-free T2DM patients and 19 matched healthy controls (HCs) were enrolled, and fMRI data were acquired during a block-designed 1-back WM task. The WM metrics of the T2DM patients showed no differences compared with those of the HCs, except for a slightly lower accuracy rate in the T2DM patients. Compared with the HCs, the T2DM patients demonstrated increased activation within their WM fronto-parietal networks, and activation strength was significantly correlated with WM performance. The T2DM patients also showed decreased FC within and between their WM networks. Our results indicate that the functional integration of WM sub-networks was disrupted in the complication-free T2DM patients and that strengthened regional activity in fronto-parietal networks may compensate for the WM impairment caused by T2DM.

摘要

2 型糖尿病(T2DM)可引起多维认知障碍,其中工作记忆(WM)通常在早期受到影响。然而,T2DM 患者 WM 受损的神经基础仍不清楚。为了阐明这个问题,我们利用功能磁共振成像(fMRI)和独立成分分析来评估 T2DM 患者 WM 网络中大脑激活和功能连接(FC)的变化,并确定它们与认知和临床变量的关系。纳入了 20 名无并发症的 T2DM 患者和 19 名匹配的健康对照者(HCs),并在块设计的 1 -back WM 任务中采集 fMRI 数据。T2DM 患者的 WM 指标与 HCs 相比没有差异,除了 T2DM 患者的准确率略低。与 HCs 相比,T2DM 患者在 WM 额顶网络中表现出更高的激活,激活强度与 WM 表现显著相关。T2DM 患者的 WM 网络内和网络间的 FC 也减少了。我们的结果表明,无并发症的 T2DM 患者 WM 子网络的功能整合被破坏,额顶网络中增强的区域活动可能补偿 T2DM 引起的 WM 损伤。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2104/4810460/85df1a60cb37/srep23767-f1.jpg

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