Evidence map›Paper›PMID 41928109›Full record

Observational studyThe journal of headache and pain2026

DNA methylation signatures of treatment response in medication-overuse headache.

Katarzyna Malgorzata Kwiatkowska, Valentina Favoni, Francesca Ferraresi, Chiara Pirazzini, Francesco Ravaioli, Maria Giulia Bacalini, Daniele Dall'Olio, Claudia Sala, Gastone Castellani, Luciano Calzari and 7 more

Abstract readObservational Study
In one paragraph

Observational study in The journal of headache and pain, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Katarzyna Malgorzata Kwiatkowska *Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126, Bologna, Italy. katarzyn.kwiatkowsk2@unibo.it.
Valentina Favoni *IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.
Francesca FerraresiDepartment of Chemistry Giacomo Ciamician, University of Bologna, 40126, Bologna, Italy.
Chiara PirazziniDepartment of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126, Bologna, Italy.
Francesco RavaioliIRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.
Maria Giulia BacaliniIRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.
Daniele Dall'OlioDepartment of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126, Bologna, Italy.
Claudia SalaDepartment of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126, Bologna, Italy.
Gastone CastellaniDepartment of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126, Bologna, Italy.
Luciano CalzariBioinformatics and Statistical Genomics Unit, Istituto Auxologico Italiano IRCCS, 20095, Cusano Milanino, Milan, Italy.
Davide GentiliniBioinformatics and Statistical Genomics Unit, Istituto Auxologico Italiano IRCCS, 20095, Cusano Milanino, Milan, Italy.
Rossana TerlizziDepartment of Neurosciences, Neurology and Stroke Unit, Bufalini Hospital, AUSL Romagna, Cesena, Italy.
Giulia PierangeliDepartment of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, 40138, Bologna, Italy.
Pietro CortelliDepartment of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, 40138, Bologna, Italy.
Davide MascarellaIRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.
Paolo Garagnani *Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126, Bologna, Italy. paolo.garagnani2@unibo.it.
Sabina Cevoli *IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy. sabina.cevoli@unibo.it.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedication overuse headache (MOH) causes substantial disability in suffering patients, significantly reducing the quality of life. It may lead to structural and functional brain changes detectable by neuroimaging. Successful and effective treatments can alleviate headache burden, reduce consumption of abused drugs and reverse the biological alterations. Therefore, improvement of therapeutic strategies and optimization of patient stratification to match the individuals who can benefit with certain approaches, is essential. This study investigates DNA methylation (DNAm) associated with response to MOH treatment.

methodsThis analysis was performed within the frame of Epimode project - prospective quantitative longitudinal observational study of genome-wide DNA methylation in neurological cohort. 18 MOH patients, in age range between 33 and 66 years, received treatment which included education on diagnosis, recommendation to stop overused drugs and eventually 5-day inpatient withdrawal program. The effectiveness of MOH therapy was evaluated based on (a) overuse outcome (remission or persistence of MOH diagnosis) and (b) mitigating effect (reversal from chronic to episodic headache attacks), both assessed after 5 months from the enrolment. Genome-wide DNA methylation assay was performed (Infinium Human MethylationEPIC BeadChip, Illumina) in whole blood samples collected at baseline and after 3, 5 and 9 months from enrolment.

resultsPerformed DNAm differential analysis identified methylation signatures linked to MOH treatment and revealed genes involved in epigenetic regulation of response. Among the others, we found PTPRN2, RHOJ, PCDH-γs, CACNA family and SLC38A4 genes as associated with MOH overuse outcome; MUC4 and FKBP11 - as related to mitigating effect of the intervention; and FMOD or ZDHHC14 which resulted linked to both endpoints. We observed that differential methylation signal seemed to predominantly capture the changes associated to excessive use of acute medications. Pathway enrichment analysis demonstrated that the genes with differential methylation signal might be involved in pathways related to (i) metabolic detoxification and (ii) neuropsychiatric/behavioral regulation.

conclusionsOur findings describe methylation patterns, genes and pathways that may be associated with response to MOH intervention.

Indexed as

DNA MethylationHeadache Disorders, SecondaryAdultAgedFemaleHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesTreatment OutcomeAnalgesicsBiomarkersChronic headacheDetoxDNA methylationEpigenetic signatureMedication overuse headacheMigraineTreatment responseWithdrawal treatment

Identifiers

PMID41928109
PMCPMC13078000

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LicenceCC BY-NC-ND
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Registered trials

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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.