Evidence map›Paper›PMID 41721229›Full record

ArticleThe journal of headache and pain2026

Whole blood DNA methylation signature of epigenetic aging in medication overuse headache.

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

Abstract read
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Article 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.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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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.
Davide Mascarella *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 BacaliniDepartment of Biomedical and Neuromotor Sciences (DIBINEM), University of Bologna, 40138, 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, Cusano Milanino, 20095, Milan, Italy.
Davide GentiliniBioinformatics and Statistical Genomics Unit, Istituto Auxologico Italiano IRCCS, Cusano Milanino, 20095, Milan, Italy.
Rossana TerlizziU. O. Neurologia, Ospedale Bufalini, 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.
Valentina FavoniIRCCS 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

backgroundMigraine is the most frequent primary disorder of medication overuse headache (MOH). As MOH progresses, patients tend to increase medication doses, which paradoxically results in more frequent headaches and reduced efficacy of analgesics. Epigenetic age, which can be evaluated by DNA methylation (DNAm)-based models, has been associated with disease risk, morbidity, and mortality in several health conditions. The principal aim of this work was to study epigenetic aging-related mechanisms in MOH.

methodsThis study is part of Epimode project in which MOH (n = 23), episodic migraineurs (EM, n = 18) and healthy controls (HC, n = 13) were recruited. MOH group received therapy including education and detoxification. Responsiveness to MOH intervention was evaluated based on a reduction in headache frequency from chronic to episodic, consistent with established diagnostic thresholds, and did not imply complete cure of MOH. Six subsets of biomarkers derived from DNA methylation were calculated to evaluate changes in epigenetic aging: DNAm clocks, PC-clocks, components of GrimAge and FitAge clocks, DNAm-estimated blood cell composition measures and EpiScores. We used two‑stage residual‑outcome regression (2SR) approach to perform disease-related analysis comparing MOH patients with HC, and intervention-related analysis comparing non-responders (NR) with responders (R) before and after the treatment.

resultsWe observed epigenetic age deceleration (GrimAge, HannumAge and ZhangAge) in MOH. Compared to controls, MOH showed decreased DNAm-based surrogates of PAI1 and CCL11, and increased estimates of VO2max, B2M, cystatin C and C9. At baseline, there were no differences in epigenetic clocks between R and NR but increased estimated levels of cystatin C, ADM and GDF15, and decreased NEP and CXCL10 were found in MOH NR group. After detoxification, intervention-related differences were observed in DNAmAge, DunedInPoAm, GrimAge, surrogates of ADM, GDF15, TARC, OSM, VCAM1 and estimated counts of natural killer cells (NK). Longitudinal exploration of three timepoints (baseline, after 5 and 9 months) demonstrated that alterations tended to be preserved over time.

conclusionsOur findings indicate that the DNA methylation aging-related mechanisms may be involved in the MOH pathology as well as in MOH treatment.

Indexed as

AgingDNA MethylationEpigenesis, GeneticHeadache Disorders, SecondaryAdultBiomarkersFemaleHumansMaleMiddle AgedBiomarkersDetox.DNA methylation agingDrug withdrawalEpigenetic clocksMedication overuse headacheMigraine

Identifiers

PMID41721229
PMCPMC13032333

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