Evidence map›Paper›PMID 37749515›Full record

ArticleBMC psychiatry2023

Blood miRNA levels associated with ADHD traits in children across six European birth cohorts.

Lene B Dypås, Nur Duale, Ann-Karin Olsen, Mariona Bustamante, Lea Maitre, Geòrgia Escaramis, Jordi Julvez, Sofia Aguilar-Lacasaña, Sandra Andrusaityte, Maribel Casas and 9 more

Open access · goldAbstract read
In one paragraph

Article in BMC psychiatry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.1field-weighted citation impact, top 23% 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

5 citing papers in PubMed, 5 citations in OpenAlex.

  1. Review
  2. Review
  3. Global research trends on the human exposome: a bibliometric analysis (2005-2024).Environmental science and pollution research international · 2025
    Review
  4. 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

19 authors at 10 institutions in 6 countries.

Lene B DypåsDivision of Climate and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway. lenebrattsti.dypas@fhi.no.
Nur DualeDivision of Climate and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway.
Ann-Karin OlsenDivision of Climate and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway.
Mariona BustamanteInstitute for Global Health (ISGlobal), Barcelona, Spain.
Lea MaitreInstitute for Global Health (ISGlobal), Barcelona, Spain.
Geòrgia EscaramisCentro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
Jordi JulvezInstitute for Global Health (ISGlobal), Barcelona, Spain.
Sofia Aguilar-LacasañaInstitute for Global Health (ISGlobal), Barcelona, Spain.
Sandra AndrusaityteDepartment of Environmental Science, Vytautas Magnus University, Kaunas, Lithuania.
Maribel CasasInstitute for Global Health (ISGlobal), Barcelona, Spain.
Marina VafeiadiDepartment of Social Medicine, School of Medicine, University of Crete, Heraklion, Greece.
Regina GrazulevicieneDepartment of Environmental Science, Vytautas Magnus University, Kaunas, Lithuania.
Barbara HeudeCentre of Research in Epidemiology and Statistics (CRESS), Inserm, Université de Paris, Paris, France.
Johanna LepeuleUniversité Grenoble Alpes, INSERM, CNRS, Institute for Advanced Biosciences (IAB), Team of Environmental Epidemiology Applied to Development and Respiratory Health, La Tronche, France.
Jose UrquizaInstitute for Global Health (ISGlobal), Barcelona, Spain.
John WrightBradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.
Tiffany C YangBradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.
Martine VrijheidInstitute for Global Health (ISGlobal), Barcelona, Spain.
Kristine B GützkowDivision of Climate and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway.
Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública · ESNorwegian Institute of Public Health · NOInserm · FRUniversitat Pompeu Fabra · ESVytautas Magnus University · LTBarcelona Institute for Global Health · ESBradford Royal Infirmary · GBBradford Teaching Hospitals NHS Foundation Trust · GBUniversitat de Barcelona · ESUniversity of Crete · GR

Funding

Department of Health NIHR200166Medical Research Council MR/N024397/1Wellcome TrustWellcome Trust WT101597MA
6 · The paper itself

Abstract

backgroundAttention-deficit/hyperactivity disorder (ADHD) is a prevalent and highly heritable neurodevelopmental disorder of major societal concern. Diagnosis can be challenging and there are large knowledge gaps regarding its etiology, though studies suggest an interplay of genetic and environmental factors involving epigenetic mechanisms. MicroRNAs (miRNAs) show promise as biomarkers of human pathology and novel therapies, and here we aimed to identify blood miRNAs associated with traits of ADHD as possible biomarker candidates and further explore their biological relevance.

methodsOur study population consisted of 1126 children (aged 5-12 years, 46% female) from the Human Early Life Exposome study, a study spanning six ongoing population-based European birth cohorts. Expression profiles of miRNAs in whole blood samples were quantified by microarray and tested for association with ADHD-related measures of behavior and neuropsychological functions from questionnaires (Conner's Rating Scale and Child Behavior Checklist) and computer-based tests (the N-back task and Attention Network Test).

resultsWe identified 29 miRNAs significantly associated (false discovery rate < .05) with the Conner's questionnaire-rated trait hyperactivity, 15 of which have been linked to ADHD in previous studies. Investigation into their biological relevance revealed involvement in several pathways related to neurodevelopment and function, as well as being linked with other neurodevelopmental or psychiatric disorders known to overlap with ADHD both in symptomology, genetic risk, and co-occurrence, such as autism spectrum disorder or schizophrenia. An additional three miRNAs were significantly associated with Conner's-rated inattention. No associations were found with questionnaire-rated total ADHD index or with computer-based tests.

conclusionsThe large overlap of our hyperactivity-associated miRNAs with previous studies on ADHD is intriguing and warrant further investigation. Though this study should be considered explorative and preliminary, these findings contribute towards identifying a set of miRNAs for use as blood-based biomarkers to aid in earlier and easier ADHD diagnosis.

Indexed as

Attention Deficit Disorder with HyperactivityAutism Spectrum DisorderMicroRNAsBiomarkersBirth CohortChildFemaleHumansMalePsychomotor AgitationBiomarkersMicroRNAsADHDBiomarkersCohort studyMicroRNA

Identifiers

PMID37749515
PMCPMC10521440
OpenAlexW4387015660

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.