Depression links to unstable resting-state brain dynamics: insights from hidden markov models and functional network variability

Our findings reveal that individuals with higher depression levels exhibit greater instability in brain state transitions and increased temporal variability in functional connectivity across large-scale networks. This instability in brain dynamics may contribute to difficulties in emotion regulation and cognitive control. By capturing whole-brain temporal patterns, this study offers a novel perspective on the neural basis of depression.

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Publication Details

Journal
Psychological Medicine
Published
2025-01-01
DOI
https://doi.org/10.1017/s0033291725101001
Citations
5
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
7.16

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article

Depression links to unstable resting-state brain dynamics: insights from hidden markov models and functional network variability

Hui Jia, Qiuyang Feng, Jiang Hua Qiu, Yu Li et al.
5 citations
Psychological Medicine
Functional Brain Connectivity Studies
7.16
article

Depression links to unstable resting-state brain dynamics: insights from hidden markov models and functional network variability

Hui Jia, Qiuyang Feng, Jiang Hua Qiu, Yu Li, Xueyang Wang, Shuang Tang, Geng Li, Jiangzhou Sun
article en
5 citations

Abstract

Our findings reveal that individuals with higher depression levels exhibit greater instability in brain state transitions and increased temporal variability in functional connectivity across large-scale networks. This instability in brain dynamics may contribute to difficulties in emotion regulation and cognitive control. By capturing whole-brain temporal patterns, this study offers a novel perspective on the neural basis of depression.

Psychological MedicineVol. 55
Ministry of Education of the People's Republic of China (CN), Southwest University (CN), Sichuan International Studies University (CN)
Chongqing University, Chongqing University of Education, National Office for Philosophy and Social Sciences, Major Research Plan, National Social Science Fund of China
Openalex Percentile: Top 3%
Functional Brain Connectivity Studies
7.16
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