ArticleThe journal of headache and pain2021
Disconnectome of the migraine brain: a "connectopathy" model.
Article in The journal of headache and pain, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Brain network properties in chronic pain-a systematic review and meta-analysis of graph-based connectivity metrics.Frontiers in neuroscience · 2025Pooled it
- Integrated anatomical and functional connectivity mapping in episodic migraine: a spectral graph theory approach.Scientific reports · 2026Article
- Cognitive Dysfunction in Migraine: Underlying Mechanisms and Clinical Implications.Current pain and headache reports · 2026Review
- Multimodal MRI of episodic cluster headache reveals frontal cortical alterations and network-level connectivity changes.The journal of headache and pain · 2026Article
- 5.0 T MRI reveals characteristic alterations in visual and somatomotor networks associated with migraine chronification: a single-center prospective cohort study.The journal of headache and pain · 2025Article
- Biological Markers of Brain Network Connectivity and Pain Sensitivity Distinguish Low Coping from High Coping Veterans with Persistent Post-Traumatic Headache.Journal of neurotrauma · 2025Observational
- Characterizing the Morphological Brain Network Topology in Patients With Migraine Using Wavelet Based Morphometry: A Descriptive Cross-Sectional Retrospective Study.Health science reports · 2025Article
- Decreases in Hormone Levels Modulate Neurovascular Coupling but Not Reduced Insular Functional Connectivity in Menstrual-Related Migraine.Human brain mapping · 2025Article
- Cognitive and autonomic dysfunction in individuals with migraine: are they modifiable?Arquivos de neuro-psiquiatria · 2025Article
- Review
- Exploration of the Application Rules and Clinical Significance of Acupoints in Acupuncture Treatment of Migraine Based on Data Mining [Letter].Journal of pain research · 2025Article
- Disrupted topologic efficiency of white matter structural connectome in migraine: a graph-based connectomics study.The journal of headache and pain · 2024Article
- Involvement of the cerebellum in structural connectivity enhancement in episodic migraine.The journal of headache and pain · 2024Article
- Shifts in structural connectome organization in the limbic and sensory systems of patients with episodic migraine.The journal of headache and pain · 2024Article
- Pathological Networking of Gray Matter Dendritic Density With Classic Brain Morphometries in OCD.JAMA network open · 2023Article
- Excitation-Inhibition Imbalance in Migraine: From Neurotransmitters to Brain Oscillations.International journal of molecular sciences · 2023Review
- Migraine with aura: less control over pain and fragrances?The journal of headache and pain · 2023Article
- Not Only in Sensorimotor Network: Local and Distant Cerebral Inherent Activity of Chronic Ankle Instability-A Resting-State fMRI Study.Frontiers in neuroscience · 2022Article
- Neuropsychological Profile in Pediatric Migraine without Aura: A Pilot Study.Brain sciences · 2021Article
- Pediatric Chronic Migraine Severity and Maternal Stress.Pediatric reports · 2021Article
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9 authors.
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Abstract
backgroundIn the past decades a plethora of studies has been conducted to explore resting-state functional connectivity (RS-FC) of the brain networks in migraine with conflicting results probably due to the variability and susceptibility of signal fluctuations across the course of RS-FC scan. On the other hand, the structural substrates enabling the functional communications among the brain connectome, characterized by higher stability and reproducibility, have not been widely investigated in migraine by means of graph analysis approach. We hypothesize a rearrangement of the brain connectome with an increase of both strength and density of connections between cortical areas specifically involved in pain perception, processing and modulation in migraine patients. Moreover, such connectome rearrangement, inducing an imbalance between the competing parameters of network efficiency and segregation, may underpin a mismatch between energy resources and demand representing the neuronal correlate of the energetically dysfunctional migraine brain.
methodsWe investigated, using diffusion-weighted MRI imaging tractography-based graph analysis, the graph-topological indices of the brain "connectome", a set of grey matter regions (nodes) structurally connected by white matter paths (edges) in 94 patients with migraine without aura compared to 91 healthy controls.
resultsWe observed in migraine patients compared to healthy controls: i) higher local and global network efficiency (p < 0.001) and ii) higher local and global clustering coefficient (p < 0.001). Moreover, we found changes in the hubs topology in migraine patients with: i) posterior cingulate cortex and inferior parietal lobule (encompassing the so-called neurolimbic-pain network) assuming the hub role and ii) fronto-orbital cortex, involved in emotional aspects, and visual areas, involved in migraine pathophysiology, losing the hub role. Finally, we found higher connection (edges) probability between cortical nodes involved in pain perception and modulation as well as in cognitive and affective attribution of pain experiences, in migraine patients when compared to healthy controls (p < 0.001). No correlations were found between imaging and clinical parameters of disease severity.
conclusionThe imbalance between the need of investing resources to promote network efficiency and the need of minimizing the metabolic cost of wiring probably represents the mechanism underlying migraine patients' susceptibility to triggers. Such changes in connectome topography suggest an intriguing pathophysiological model of migraine as brain "connectopathy".
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