Evidence map›Paper›PMID 36050647›Full record

ArticleThe journal of headache and pain2022

Disease- and headache-specific microRNA signatures and their predicted mRNA targets in peripheral blood mononuclear cells in migraineurs: role of inflammatory signalling and oxidative stress.

Timea Aczél, Bettina Benczik, Bence Ágg, Tamás Körtési, Péter Urbán, Witold Bauer, Attila Gyenesei, Bernadett Tuka, János Tajti, Péter Ferdinandy and 4 more

Open access · goldAbstract read
In one paragraph

Article in The journal of headache and pain, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 2 pooled it
6.1field-weighted citation impact, top 3% of its field
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

23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 30 citations in OpenAlex.

  1. Pooled it
  2. The Role of MicroRNA in Migraine: A Systemic Literature Review.Cellular and molecular neurobiology · 2023
    Pooled it
  3. Trial
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  7. Review
  8. Review
  9. Article
  10. LncRNA-miRNA‒mRNA Network in Schizophrenia.Journal of molecular neuroscience : MN · 2025
    Article
  11. Review
  12. Oxidative Stress and Migraine.Molecular neurobiology · 2024
    Review
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
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  19. Article
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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

14 authors at 3 institutions in 1 country.

Timea Aczél *Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary.
Bettina Benczik *Cardiometabolic and MTA-SE System Pharmacology Research Group, Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary.
Bence ÁggCardiometabolic and MTA-SE System Pharmacology Research Group, Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary.
Tamás KörtésiMTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary.
Péter UrbánSzentágothai Research Centre, Bioinformatics Research Group, Genomics and Bioinformatics Core Facility, University of Pécs, Pécs, Hungary.
Witold BauerSzentágothai Research Centre, Bioinformatics Research Group, Genomics and Bioinformatics Core Facility, University of Pécs, Pécs, Hungary.
Attila GyeneseiSzentágothai Research Centre, Bioinformatics Research Group, Genomics and Bioinformatics Core Facility, University of Pécs, Pécs, Hungary.
Bernadett TukaMTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary.
János TajtiDepartment of Neurology, Faculty of Medicine, Albert Szent-Györgyi Clinical Center, University of Szeged, Szeged, Hungary.
Péter FerdinandyCardiometabolic and MTA-SE System Pharmacology Research Group, Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary.
László VécseiMTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary.
Kata BölcskeiDepartment of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary.
József Kun *Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary.
Zsuzsanna Helyes *Department of Pharmacology and Pharmacotherapy, Medical School & Szentágothai Research Centre, Molecular Pharmacology Research Group, Centre for Neuroscience, University of Pécs, Pécs, Hungary. zsuzsanna.helyes@aok.pte.hu.
University of Pecs · HUUniversity of Szeged · HUSemmelweis University · HU

Funding

Economy Development and Innovation Operative Programme (GINOP)-2.3.2-15-2016-00050 (Peptidergic Signaling in Health and Disease; PEPSYS)Economy Development and Innovation Operative Programme GINOP-2.3.4-15-2020-00010Erasmus+ Educating Experts of the Future: Developing Bioinformatics and Biostatistics competencies of European Biomedical Students (BECOMING, 2019-1-HU01-KA203-061251)Human Resource Operative Programme EFOP) 3.6.2-16-2017-00008 (2017-2019)Ministry for Innovation and Technology in Hungary Thematic Excellence Programme (2020-4.1.1.-TKP2020) of the Therapeutic Development and Bioimaging thematic programmes of the Semmelweis UniversityNational Brain Research Program 2017-1.2.1-NKP-2017-00002 (NAP-2; Chronic Pain Research Group)National Research Development and Innovation Office of Hungary NVKP-16-1-2016-0017 National Heart ProgramNational Research Development and Innovation Office of Hungary OTKA-138125-KNational Research Development and Innovation Office of Hungary OTKA FK132587National Research Development and Innovation Office of Hungary TUDFO/47138-1/2019-ITMNew National Excellence Program of the Ministry for Innovation and Technology from the source of the National Research, Development and Innovation Fund ÚNKP-20-4-I-SE-7, ÚNKP-21-4-II-SE-18
6 · The paper itself

Abstract

backgroundMigraine is a primary headache with genetic susceptibility, but the pathophysiological mechanisms are poorly understood, and it remains an unmet medical need. Earlier we demonstrated significant differences in the transcriptome of migraineurs' PBMCs (peripheral blood mononuclear cells), suggesting the role of neuroinflammation and mitochondrial dysfunctions. Post-transcriptional gene expression is regulated by miRNA (microRNA), a group of short non-coding RNAs that are emerging biomarkers, drug targets, or drugs. MiRNAs are emerging biomarkers and therapeutics; however, little is known about the miRNA transcriptome in migraine, and a systematic comparative analysis has not been performed so far in migraine patients.

methodsWe determined miRNA expression of migraineurs' PBMC during (ictal) and between (interictal) headaches compared to age- and sex-matched healthy volunteers. Small RNA sequencing was performed from the PBMC, and mRNA targets of miRNAs were predicted using a network theoretical approach by miRNAtarget.com™. Predicted miRNA targets were investigated by Gene Ontology enrichment analysis and validated by comparing network metrics to differentially expressed mRNA data.

resultsIn the interictal PBMC samples 31 miRNAs were differentially expressed (DE) in comparison to healthy controls, including hsa-miR-5189-3p, hsa-miR-96-5p, hsa-miR-3613-5p, hsa-miR-99a-3p, hsa-miR-542-3p. During headache attacks, the top DE miRNAs as compared to the self-control samples in the interictal phase were hsa-miR-3202, hsa-miR-7855-5p, hsa-miR-6770-3p, hsa-miR-1538, and hsa-miR-409-5p. MiRNA-mRNA target prediction and pathway analysis indicated several mRNAs related to immune and inflammatory responses (toll-like receptor and cytokine receptor signalling), neuroinflammation and oxidative stress, also confirmed by mRNA transcriptomics.

conclusionsWe provide here the first evidence for disease- and headache-specific miRNA signatures in the PBMC of migraineurs, which might help to identify novel targets for both prophylaxis and attack therapy.

Indexed as

MicroRNAsMigraine DisordersHeadacheHumansLeukocytes, MononuclearOxidative StressRNA, MessengerMicroRNAsRNA, MessengerCytokinesHumanMigrainemiRNAOxidative stressPeripheral blood mononuclear cells

Identifiers

PMID36050647
PMCPMC9438144
OpenAlexW4294132391

What OpenQuestion holds

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LicenceCC BY
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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.