Evidence map›Paper›PMID 41272442›Full record

ArticleThe journal of headache and pain2025

Triple network disruption in medication overuse headache: functional signatures and clinical impact.

Greta Demichelis, Davide Fedeli, Giuseppe Ciullo, Jean Paul Medina Carrion, Domenico D'Amico, Alessandra Erbetta, Ruben Gianeri, Stefania Ferraro, Danilo Antonio Montisano, Erika Guastafierro and 5 more

Abstract read
In one paragraph

Article in The journal of headache and pain, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Greta DemichelisNeuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy.
Davide FedeliNeuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy. davide.fedeli@istituto-besta.it.
Giuseppe CiulloNeuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy.
Jean Paul Medina CarrionNeuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy.
Domenico D'AmicoNeuroalgology Unit and Headache Center, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.
Alessandra ErbettaNeuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy.
Ruben GianeriIstituto Nazionale di Fisica Nucleare (INFN), 16146, Genoa, Italy.
Stefania FerraroSchool of Medicine, Sichuan Provincial Center for Mental Health Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China.
Danilo Antonio MontisanoNeuroalgology Unit and Headache Center, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.
Erika GuastafierroNeurology, Public Health and Disability, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.
Maria Grazia BruzzoneNeuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy.
Marina GrisoliNeuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy.
Alberto RaggiNeurology, Public Health and Disability, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.
Licia Grazzi *Neuroalgology Unit and Headache Center, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.
Anna Nigri *Neuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Via Celoria 11, Milan, Italy.

Funding

Fondazione Cariplo (Biomedical Research conducted by Young Researchers 2022) MESH 2022-0610Key R&D Projects in Sichuan Province M112022YFWZ0003Ministero della Salute RF-2016-02364801Ministero della Salute, Italy RF-2016-02364801Ministero della Salute, Italy RRCMinistero dell'Università e della Ricerca, Italy NextGenerationEU Call for tender No. 117 of 02/03/2023
6 · The paper itself

Abstract

backgroundChronic migraine with medication overuse headache (CM-MOH) is a disabling neurological condition. CM-MOH is associated with functional impairment and high prevalence of psychiatric comorbidities. Neuroimaging research showed alterations in large-scale brain networks in chronic pain disorders. Among these, the so-called “triple network model” -Default Mode Network (DMN), Salience Network (SN), and Central Executive Network (CEN)- has garnered attention for its critical role in cognitive and emotional regulation. Dysregulation within and between these networks has been implicated in various chronic pain, substance abuse, and affective disorders. However, the role of triple network functional connectivity alterations in CM-MOH remains poorly understood. This study aims to investigate alterations in functional connectivity (FC) both within and between the triple networks and whole brain, and to explore how these neural changes relate to the clinical and psychiatric characteristics of CM-MOH.

methodsThis case-control study, 91 patients with CM-MOH and 35 healthy controls underwent clinical, neuropsychological, and resting-state fMRI assessments as part of the CM-MIND study. Patients were classified by type of medication overuse (triptans, NSAIDs, polyabusers). FC within and between the DMN, SN, and CEN, as well as whole-brain FC, was analyzed. Associations with clinical and psychiatric features (including allodynia, medication intake, anxiety, and depression) were examined using between-group comparisons and regression analyses.

resultsCompared to healthy controls, CM-MOH patients exhibited increased extra-network DMN and SN FC with sensorimotor regions, most pronounced in triptan abusers who also showed CEN-motor alterations. Moreover, SN nodes were associated with reduced global and local efficiency. Allodynia severity was associated with increased SN-sensorimotor and decreased DMN intra-network FC, while higher anxiety correlated with reduced DMN-amygdala/putamen FC. Migraine chronification and higher medication intake were linked to increased DMN and SN FC with temporal-occipital regions. Notably, polyabusers showed SN-CEN disconnection and concurrently enhanced coupling of both networks with temporo-occipital regions as an effect of medication intake.

conclusionsOur results suggest that CM-MOH involves maladaptive connectivity of the triple network model. Alterations in FC, mainly in SN and DMN, and in CEN to a lesser extent, might be associated with migraine chronification and pain embodiment, while altered CEN interactions might be associated with medication overuse.

Indexed as

BrainConnectomeDefault Mode NetworkHeadache Disorders, SecondaryNerve NetAdultCase-Control StudiesFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedAllodyniaAnxietyDepressionMedication overuse headacheResting-state fMRITriple network model

Identifiers

PMID41272442
PMCPMC12639968

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.