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Updated: Feb 26, 2026

Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
Published on: August 5, 2014
Altered dynamic functional connectivity in the default mode network in patients with cirrhosis and minimal hepatic
Hua-Jun Chen1, Hai-Long Lin2, Qiu-Feng Chen3
1Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, 350001, China. chj0075@126.com.
Purpose:
Abnormal brain intrinsic functional connectivity (FC) has been documented in minimal hepatic encephalopathy (MHE) by static connectivity analysis. However, changes in dynamic FC (dFC) remain unknown. We aimed to identify altered dFC within the default mode network (DMN) associated with MHE.
Methods:
Resting-state functional MRI data were acquired from 20 cirrhotic patients with MHE and 24 healthy controls. DMN seed regions were defined using seed-based FC analysis (centered on the posterior cingulate cortex (PCC)). Dynamic FC architecture was calculated using a sliding time-window method. K-means clustering (number of clusters = 2-4) was applied to estimate FC states.
Results:
When the number of clusters was 2, MHE patients presented weaker connectivity strengths compared with controls in states 1 and 2. In state 1, decreased FC strength was found between the PCC/precuneus (PCUN) and right medial temporal lobe (MTL)/bilateral lateral temporal cortex (LTC); left inferior parietal lobule (IPL) and right MTL/left LTC; right IPL and right MTL/bilateral LTC; right MTL and right LTC; and medial prefrontal cortex (MPFC) and right MTL/bilateral LTC. In state 2, reduced FC strength was observed between the PCC/PCUN and bilateral MTL/bilateral LTC; left IPL and left MTL/bilateral LTC/MPFC; and left LTC and right LTC. Altered connectivities from state 1 were correlated with patient cognitive performance. Similar findings were observed when the number of clusters was set to 3 or 4.
Conclusion:
Aberrant dynamic DMN connectivity is an additional characteristic of MHE. Dynamic connectivity analysis offers a novel paradigm for understanding MHE-related mechanisms.
Insights
Minimal hepatic encephalopathy (MHE) shows altered dynamic functional connectivity (dFC) in the default mode network (DMN). These brain connectivity changes correlate with cognitive performance in MHE patients.
Area of Science:
- Neuroscience
- Medical Imaging
- Brain Connectivity
Background:
- Static functional connectivity (FC) analysis has identified abnormalities in minimal hepatic encephalopathy (MHE).
- However, the dynamic functional connectivity (dFC) in MHE remains largely unexplored.
- Understanding dFC may reveal novel insights into MHE pathophysiology.
Purpose of the Study:
- To investigate alterations in dynamic functional connectivity (dFC) within the default mode network (DMN) in patients with minimal hepatic encephalopathy (MHE).
- To compare dFC patterns between MHE patients and healthy controls.
Main Methods:
- Resting-state functional MRI data were collected from 20 MHE patients and 24 healthy controls.
- Dynamic functional connectivity (dFC) was computed using a sliding time-window approach.
- K-means clustering was employed to identify distinct dFC states.
Main Results:
- MHE patients exhibited significantly weaker dFC within the DMN compared to controls across identified states.
- Specific regions showing reduced connectivity included the posterior cingulate cortex (PCC)/precuneus (PCUN), medial temporal lobe (MTL), lateral temporal cortex (LTC), and inferior parietal lobule (IPL).
- Altered connectivity in one state correlated with cognitive deficits in MHE patients.
Conclusions:
- Aberrant dynamic DMN connectivity is a key characteristic of minimal hepatic encephalopathy (MHE).
- Dynamic connectivity analysis provides a new framework for understanding the neural mechanisms underlying MHE.
- These findings highlight the potential of dFC as a biomarker for MHE.
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