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重度抑郁症中海马-皮质回路异常的动态功能连接。

Aberrant dynamic functional connectivity of thalamocortical circuitry in major depressive disorder.

机构信息

Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, China.

Second Clinical School, Lanzhou University, Lanzhou 730030, China.

出版信息

J Zhejiang Univ Sci B. 2024 Feb 24;25(10):857-877. doi: 10.1631/jzus.B2300401.

Abstract

Thalamocortical circuitry has a substantial impact on emotion and cognition. Previous studies have demonstrated alterations in thalamocortical functional connectivity (FC), characterized by region-dependent hypo- or hyper-connectivity, among individuals with major depressive disorder (MDD). However, the dynamical reconfiguration of the thalamocortical system over time and potential abnormalities in dynamic thalamocortical connectivity associated with MDD remain unclear. Hence, we analyzed dynamic FC (dFC) between ten thalamic subregions and seven cortical subnetworks from resting-state functional magnetic resonance images of 48 patients with MDD and 57 healthy controls (HCs) to investigate time-varying changes in thalamocortical FC in patients with MDD. Moreover, dynamic laterality analysis was conducted to examine the changes in functional lateralization of the thalamocortical system over time. Correlations between the dynamic measures of thalamocortical FC and clinical assessment were also calculated. We identified four dynamic states of thalamocortical circuitry wherein patients with MDD exhibited decreased fractional time and reduced transitions within a negative connectivity state that showed strong correlations with primary cortical networks, compared with the HCs. In addition, MDD patients also exhibited increased fluctuations in functional laterality in the thalamocortical system across the scan duration. The thalamo-subnetwork analysis unveiled abnormal dFC variability involving higher-order cortical networks in the MDD cohort. Significant correlations were found between increased dFC variability with dorsal attention and default mode networks and the severity of symptoms. Our study comprehensively investigated the pattern of alteration of the thalamocortical dFC in MDD patients. The heterogeneous alterations of dFC between the thalamus and both primary and higher-order cortical networks may help characterize the deficits of sensory and cognitive processing in MDD.

摘要

丘脑-皮质回路对情绪和认知有重要影响。先前的研究表明,在患有重度抑郁症(MDD)的个体中,丘脑-皮质功能连接(FC)存在改变,表现为区域依赖性的低或高连接性。然而,丘脑-皮质系统随时间的动态重新配置以及与 MDD 相关的动态丘脑-皮质连接的潜在异常仍不清楚。因此,我们分析了 48 例 MDD 患者和 57 名健康对照者(HCs)静息态功能磁共振成像的 10 个丘脑亚区与 7 个皮质子网之间的动态 FC(dFC),以研究 MDD 患者丘脑-皮质 FC 的时变变化。此外,还进行了动态偏侧性分析,以检查丘脑-皮质系统功能偏侧性随时间的变化。还计算了丘脑-皮质 FC 的动态指标与临床评估之间的相关性。我们确定了四种丘脑-皮质电路的动态状态,其中 MDD 患者表现出分数时间减少和负连接状态下的转换减少,与主要皮质网络的连接较强,而 HCs 则表现出更强的相关性。此外,MDD 患者在整个扫描过程中还表现出丘脑-皮质系统功能偏侧性的波动增加。丘脑子网分析揭示了 MDD 队列中涉及高级皮质网络的异常 dFC 可变性。dFC 可变性与背侧注意和默认模式网络的增加以及症状的严重程度之间存在显著相关性。我们的研究全面研究了 MDD 患者丘脑-皮质 dFC 改变的模式。丘脑与初级和高级皮质网络之间的 dFC 异质性改变可能有助于表征 MDD 中感觉和认知处理的缺陷。

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