Dysregulated brain dynamics in the visualmotor network in type 2 diabetes patients and their relationship with cognitive impairment

IF 3.7 3区 医学 Q2 NEUROSCIENCES Brain Research Bulletin Pub Date : 2025-03-18 DOI:10.1016/j.brainresbull.2025.111313
Ying Yu , Bo Hu , Xin-Wen Yu , Yan-Yan Cui , Xin-Yu Cao , Min-Hua Ni , Si-Ning Li , Pan Dai , Qian Sun , Xiao-Yan Bai , Yao Tong , Xiao-Rui Jing , Ai-Li Yang , Sheng-Ru Liang , Li-Juan Du , Shuo Guo , Lin-Feng Yan , Bin Gao , Guang-Bin Cui , Alzheimer’s Disease Neuroimaging Initiative
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Abstract

Objective

Type 2 diabetes mellitus (T2DM) is a significant risk factor for mild cognitive impairment (MCI). Here, we identified a T2DM-specific effective connectivity (EC) network, the dynamic features of which could be used to distinguish T2DM patients with MCI from healthy controls (HC) and correlation with cognitive performance.

Methods

Local and multicentered T2DM patients and matched HC who underwent functional magnetic resonance imaging were recruited. Their static and dynamic effective connectivity were compared. The relationships between connectome characteristics and cognitive performance were also evaluated.

Results

The nodes of the T2DM-related static causality network included the anterior central gyrus, tail of the parahippocampal gyrus, posterior superior temporal sulcus, posterior central parietal lobe, posterior central gyrus and V5 region of the occipital lobe. The V5 region of the visual cortex was the core node. In the multicentered dataset, compared with the HC group, the T2DM with MCI group had significantly greater fractional window and mean dwell time. Fractional windows of the state, which was dominated by the interaction of the nodes from SomMot_Network, Limbic_Network, Default_Network, in the T2DM-specific network increased with poorer cognitive performance in T2DM with MCI patients.

Conclusion

Our findings provide insights into the neurobiological mechanisms of the cognitive impairment of T2DM patients from a dynamic network perspective, which may ultimately inform more targeted and effective strategies to prevent MCI.
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2 型糖尿病患者视觉运动网络的大脑动态失调及其与认知障碍的关系。
目的:2型糖尿病(T2DM)是轻度认知障碍(MCI)的重要危险因素。在这里,我们确定了一个T2DM特异性的有效连接(EC)网络,其动态特征可用于区分T2DM合并MCI患者和健康对照(HC),并与认知表现相关。方法:招募行功能磁共振成像的局部和多中心T2DM患者及匹配的HC患者。比较了它们的静态和动态有效连通性。连接体特征与认知表现之间的关系也被评估。结果:t2dm相关静态因果网络的节点包括中央前回、海马旁回尾部、颞后上沟、中央后顶叶、中央后回和枕叶V5区。视皮层V5区为核心节点。在多中心数据集中,与HC组相比,T2DM合并MCI组具有更大的分数窗口和平均停留时间。T2DM合并MCI患者认知表现越差,T2DM特异性网络中由SomMot_Network、Limbic_Network、Default_Network节点相互作用主导的状态分数窗越高。结论:我们的研究结果从动态网络的角度揭示了T2DM患者认知功能障碍的神经生物学机制,这可能最终为预防MCI提供更有针对性和更有效的策略。
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来源期刊
Brain Research Bulletin
Brain Research Bulletin 医学-神经科学
CiteScore
6.90
自引率
2.60%
发文量
253
审稿时长
67 days
期刊介绍: The Brain Research Bulletin (BRB) aims to publish novel work that advances our knowledge of molecular and cellular mechanisms that underlie neural network properties associated with behavior, cognition and other brain functions during neurodevelopment and in the adult. Although clinical research is out of the Journal''s scope, the BRB also aims to publish translation research that provides insight into biological mechanisms and processes associated with neurodegeneration mechanisms, neurological diseases and neuropsychiatric disorders. The Journal is especially interested in research using novel methodologies, such as optogenetics, multielectrode array recordings and life imaging in wild-type and genetically-modified animal models, with the goal to advance our understanding of how neurons, glia and networks function in vivo.
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