Altered network homogeneity of the default mode network in patients with tension-type headache
Huan Yin, Xiaohong Guo, Yujun Gao, Qingzhen Zhou, Peng Min, Min Xia, Xu Peng, Ling Chen, Yi Wang, Qi Han
Frontiers in Neurology September 1, 2026 DOI: 10.3389/fneur.2026.1870552 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational cohort Peer reviewed |
|---|---|
| Sample size | 131 |
| Population | Patients with tension-type headache and healthy controls |
| Measures | Headache Impact Test-6 (HIT-6), Migraine Disability Assessment Test (MIDAS) |
| Topics | Default mode network |
| Key findings | TTH patients showed decreased NH in the right PCC and increased NH in the right SFGmed, bilateral AG, and left PCu compared to controls. NH in right AG, left AG, and right PCC correlated positively with HIT-6, MIDAS, and headache intensity. SVM using right PCC NH distinguished TTH from controls with 75.57% accuracy. |
Abstract
Objective: Dysfunction of the default mode network (DMN) is strongly linked to pain processing, as well as onset and progression of chronic pain disorders; however, its specific role in the pathogenesis of tension-type headache (TTH) remains incompletely understood. This study aims to explore the network homogeneity (NH) of the DMN in the pathophysiological mechanisms underlying TTH.
Methods: Resting-state functional magnetic resonance imaging (rs-fMRI) and clinical headache scale assessments were conducted on 68 patients with TTH and 63 healthy controls (HCs). Independent component analysis and NH analysis were used to evaluate the neuroimaging data.
Results: Patients with TTH exhibited decreased NH values in the right posterior cingulate cortex (PCC) and increased NH values in the right medial superior frontal gyrus (SFGmed), bilateral angular gyrus (AG), and left precuneus (PCu), compared to HCs. Additionally, the NH values of right AG, left AG and right PCC were positively correlated with Headache Impact Test-6 (HIT-6), Migraine Disability Assessment Test (MIDAS) scores and headache intensity. Furthermore, support vector machine (SVM) analysis revealed that NH values in the right PCC could distinguish TTH patients from HCs with an accuracy of 75.57%, sensitivity of 84.13%, specificity of 70.59%, and an AUC of 0.7156.
Conclusion: This study demonstrates altered network homogeneity (NH) within the DMN in patients with TTH. Furthermore, the NH value of the right PCC showed discriminative potential to distinguish TTH patients from healthy controls via SVM classification.
Comparable studies
Other observational and cohort studies on default mode network, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| A default mode of brain function Normal adult human brain | 2001 | Observational study | |
| Resting-State Functional Connectivity Reflects Structural Connectivity in the Default Mode Network Healthy subjects | 2008 | Observational cohort | |
| Meditation experience is associated with increased cortical thickness Participants with extensive Insight meditation experience and matched controls | 2005 | Observational cohort | n = 20 |
| Meditation experience is associated with differences in default mode network activity and connectivity Experienced meditators and matched meditation-naive controls | 2011 | Observational cohort | |
| The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis Healthy subjects | 2008 | Observational study |
Citations in the library
Cites 9
- A default mode of brain function Proceedings of the National Academy of Sciences January 16, 2001
- The Brain's Default Mode Network Annual Review of Neuroscience May 4, 2015
- The default mode network in cognition: a topographical perspective Nature Reviews Neuroscience July 5, 2021
- 20 years of the default mode network: A review and synthesis Neuron May 10, 2023
- Disruption of default mode network dynamics in acute and chronic pain states NeuroImage: Clinical October 19, 2017
and 4 more in the library