Evidence map›Paper›PMID 39885386›Full record

SynthesisBMC pediatrics2025

Is maternal diabetes during pregnancy associated with neurodevelopmental, cognitive and behavioural outcomes in children? Insights from individual participant data meta-analysis in ten birth cohorts.

Rachelle A Pretorius, Demetris Avraam, Mònica Guxens, Jordi Julvez, Jennifer R Harris, Johanna Thorbjornsrud Nader, Tim Cadman, Ahmed Elhakeem, Katrine Strandberg-Larsen, Hanan El Marroun and 15 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in BMC pediatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

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

  1. Pooled it
  2. Observational
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  8. Review
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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

25 authors.

Rachelle A PretoriusNutrition & Health Innovation Research Institute, Edith Cowan University, Perth, WA, Australia. r.pretorius@ecu.edu.au.
Demetris AvraamDepartment of Public Health, Policy and Systems, University of Liverpool, Liverpool, UK.
Mònica GuxensISGlobal in Barcelona, Barcelona, Catalonia, Spain.
Jordi JulvezISGlobal in Barcelona, Barcelona, Catalonia, Spain.
Jennifer R HarrisCentre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway.
Johanna Thorbjornsrud NaderDepartment of Genetics and Bioinformatics, Division of Health Data and Digitalisation, Norwegian Institute of Public Health, Oslo, Norway.
Tim CadmanSection of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Ahmed ElhakeemPopulation Health Science, Bristol Medical School, University of Bristol, Bristol, UK.
Katrine Strandberg-LarsenSection of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Hanan El MarrounDepartment of Psychology, Education and Child Studies, Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands.
Serena DefinaDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands.
Tiffany C YangBradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.
Rosie McEachanBradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.
John WrightBradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.
Jesús IbarluzeaBiogipuzkoa Health Research Institute, Environmental Epidemiology and Child Development San Sebastian, Madrid, Spain.
Loreto Santa-MarinaSpanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain.
Juana Mari DelgadoDepartment of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, Castellón de la Plana, 12071, Spain.
Marisa RebagliatoDepartment of Medicine, Faculty of Health Sciences, Universitat Jaume I, Avenida de Vicent Sos Baynat s/n, Castellón de la Plana, 12071, Spain.
Marie-Aline CharlesUniversité Paris Cité and Université Sorbonne Paris Nord, INRAE, Centre for Research in Epidemiology and StatisticS (CRESS), Inserm, Paris, F-75004, France.
Chloe VainqueurUniversité Paris Cité and Université Sorbonne Paris Nord, INRAE, Centre for Research in Epidemiology and StatisticS (CRESS), Inserm, Paris, F-75004, France.
Silvia MaritanoCancer Epidemiology Unit, Medical Science Department, University of Turin and CPO Piemonte, Via Santena 7, Turin, 10126, Italy.
Daniela ZugnaCancer Epidemiology Unit, Medical Science Department, University of Turin and CPO Piemonte, Via Santena 7, Turin, 10126, Italy.
Wen Lun YuanUniversité Paris Cité and Université Sorbonne Paris Nord, INRAE, Centre for Research in Epidemiology and StatisticS (CRESS), Inserm, Paris, F-75004, France.
Barbara HeudeUniversité Paris Cité and Université Sorbonne Paris Nord, INRAE, Centre for Research in Epidemiology and StatisticS (CRESS), Inserm, Paris, F-75004, France.
Rae-Chi HuangNutrition & Health Innovation Research Institute, Edith Cowan University, Perth, WA, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGrowing evidence shows that dysregulated metabolic intrauterine environments can affect offspring's neurodevelopment and behaviour. However, the results of individual cohort studies have been inconsistent. We aimed to investigate the association between maternal diabetes before pregnancy and gestational diabetes mellitus (GDM) with neurodevelopmental, cognitive and behavioural outcomes in children.

methodsHarmonised data from > 200 000 mother-child pairs across ten birth cohorts in Europe and Australia were available. Mother-child pairs were included for analysis to determine whether GDM was recorded (yes or no) and whether at least one neurodevelopmental, cognitive and behavioural outcome was available in children aged 3 to 13 years. Confounder-adjusted regression models were used to estimate associations between maternal diabetes and child outcomes using two-stage individual participant data (IPD) meta-analysis. Model 1 included a crude estimate. The full adjustment model (model 2) included adjustment for child sex, maternal age, pre-pregnancy BMI, pregnancy weight gain, maternal smoking during pregnancy, plurality, parity and maternal education.

resultsChildren (aged 7-10 years) born to mothers with GDM had higher attention-deficient hyperactive disorder (ADHD) symptoms compared to non-exposed controls (model 2, regression coefficient (β) 3.67 (95% CI 1.13, 6.20), P = 0.001). Moreover, children (aged 4-6 years) born to mothers with GDM exhibited more externalising problems than those born to mothers without GDM (model 2, β 2.77 (95% CI 0.52, 5.02), P = 0.01). A pre-existing maternal history of type 1 and type 2 diabetes mellitus was associated with ADHD symptoms at 4-6 years (model 1, β 8.82 (95% CI 2.21, 15.45, P = 0.009) and β 7.90 (95% CI 0.82, 14.98, P = 0.02), respectively). The association was no longer apparent in further adjustments.

conclusionsThis study found that children between 4 - 6 and 7-10 years of age born to mothers with GDM have a greater likelihood of developing externalising problems and ADHD symptoms, respectively. Externalising problems often co-exist with ADHD symptoms and precede formal ADHD diagnosis. Overall, this large-scale multi-cohort study suggested that a dysregulated metabolic environment during pregnancy may contribute to ADHD symptoms and externalising problems in young children.

Indexed as

Attention Deficit Disorder with HyperactivityChild Behavior DisordersDiabetes, GestationalNeurodevelopmental DisordersPrenatal Exposure Delayed EffectsAdolescentAdultAustraliaBirth CohortChildChild, PreschoolCohort StudiesEuropeFemaleHumansMaleAttention deficient hyperactive disorderAutism spectrum disorderBehaviouralCognitiveExternalising problemsGestational diabetes mellitusNeurodevelopmental

Identifiers

PMID39885386
PMCPMC11783732

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.