抑郁症与不稳定的休息状态大脑动力学有关:从隐藏的马尔科夫模型和功能网络可变性洞察
Li Geng1,2, Qiuyang Feng1,2, Xueyang Wang1,2
1Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing, China.
Psychological medicine
|July 17, 2025
概括
患有抑郁症的人表现出更不稳定的大脑动态,其特点是大脑状态之间的切换增加,以及功能连接的时间变化更大. 这种不稳定可能会影响情绪调节和认知控制.
科学领域:
- 神经科学是一个神经科学.
- 精神病学是一个精神病学.
- 计算生物学 计算生物学
背景情况:
- 抑郁症与大脑功能异常有关.
- 静态功能连接分析在捕捉时间大脑活动方面存在局限性.
- 动态分析提供了对抑郁症中大脑活动波动的更深入的见解.
研究的目的:
- 使用静止状态fMRI调查大脑动态和抑郁症之间的关联.
- 探索抑郁症患者的时间变化和大脑状态过渡.
主要方法:
- 使用了大型静止状态fMRI数据集 (N=696).
- 采用隐藏马尔科夫建模 (HMM) 来识别大脑状态和切换模式.
- 在大型功能网络内部和之间计算的时间变化.
主要成果:
- 抑郁症得分与大脑状态切换率正相关.
- 较高的抑郁症分数与网络内部和网络之间的时间变异性更大有关,特别是在默认模式,腹部注意力和前端对象网络中.
- 患有较高抑郁症的个体表现出更不稳定的大脑动态.
结论:
- 患有较高抑郁症的个体在大脑状态过渡和功能连接方面表现出增加的不稳定性.
- 这种大脑动态不稳定可能是情绪调节和认知控制困难的基础.
- 这项研究通过分析整个大脑的时间模式,为抑郁症的神经基础提供了新的视角.
更多相关视频
10:43Developing Neuroimaging Phenotypes of the Default Mode Network in PTSD: Integrating the Resting State, Working Memory, and Structural Connectivity
Published on: July 1, 2014
15.3K
08:36Dynamic Inter-subject Functional Connectivity Reveals Moment-to-Moment Brain Network Configurations Driven by Continuous or Communication Paradigms
Published on: March 21, 2019
7.4K
相关概念视频
Depressive Disorders: Etiology
172
Depressive disorders result from a complex interplay of biological, psychological, and sociocultural factors, each contributing uniquely to the development and persistence of the condition. Understanding these factors provides critical insight into the multifaceted nature of depression.
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
172
Depression: Overview
354
Depression is a prevalent mental illness marked by persistent sadness and lack of interest in previously enjoyable activities. It can take several forms, including major depression, persistent depressive disorder, and bipolar I and II disorders. Symptoms range from emotional changes like chronic worry to physical changes like sleep disturbances and suicidal thoughts. From a neurobiological perspective, depression is believed to be triggered by abnormalities in the brain's prefrontal cortex,...
354
Brain Imaging
318
Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
318
Long-term Depression
2.6K
Long-term depression, or LTD, is one of the ways by which synaptic plasticity—changes in the strength of chemical synapses—can occur in the brain. LTD is the process of synaptic weakening that occurs over time between pre and postsynaptic neuronal connections. The synaptic weakening of LTD works in opposition to synaptic strengthening by long-term potentiation (LTP) and together are the main mechanisms that underlie learning and memory.
Calcium Ion Concentration Mechanism
If over...
Calcium Ion Concentration Mechanism
If over...
2.6K
Functional Brain Systems: Reticular Formation
2.7K
The reticular formation is a complex network of gray and white matter located within the brainstem extending from the medulla to the midbrain.
Within the reticular formation, there are several distinct nuclei that can be classified into three broad categories. The Raphe nuclei are located along the midline of the brainstem. They are primarily known for their role in synthesizing and releasing serotonin, a neurotransmitter involved in regulating mood, appetite, sleep, and circadian rhythms. The...
Within the reticular formation, there are several distinct nuclei that can be classified into three broad categories. The Raphe nuclei are located along the midline of the brainstem. They are primarily known for their role in synthesizing and releasing serotonin, a neurotransmitter involved in regulating mood, appetite, sleep, and circadian rhythms. The...
2.7K
