Evidence map›Paper›PMID 40094119›Full record

ArticleThe Lancet regional health. Europe2025

Early-life growth and emotional, behavior and cognitive outcomes in childhood and adolescence in the EU child cohort network: individual participant data meta-analysis of over 109,000 individuals.

Romy Gonçalves, Sophia Blaauwendraad, Demetris Avraam, Andrea Beneíto, Marie-Aline Charles, Ahmed Elhakeem, Joaquin Escribano, Louise Etienne, Gonzalo García-Baquero Moneo, Ana Gonçalves Soares and 23 more

Abstract read
In one paragraph

Article in The Lancet regional health. Europe, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. 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

33 authors.

Romy GonçalvesThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, the Netherlands.
Sophia BlaauwendraadThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, the Netherlands.
Demetris AvraamDepartment of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark.
Andrea BeneítoCatalan Institute of Health-Camp de Tarragona, Tarragona, Spain.
Marie-Aline CharlesUniversité de Paris, Centre of Research in Epidemiology and Statistics, Inserm, Inrae, Paris, France.
Ahmed ElhakeemMRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom.
Joaquin EscribanoDepartment of Paediatrics, Sant Joan Reus Hospital, University Rovira i Virgili, IISPV, Reus, Spain.
Louise EtienneCentre Hospitalier Chretien St. Vincent, Rocourt, Liège-Rocourt, Belgium.
Gonzalo García-Baquero MoneoFaculty of Biology, University of Salamanca, Salamanca, Spain.
Ana Gonçalves SoaresMRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom.
Jasmin de GrootThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, the Netherlands.
Veit GroteDivision of Metabolic and Nutritional Medicine, Department of Paediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, LMU Munich, Munich, Germany.
Dariusz GruszfeldNeonatal Department and Neonatal Intensive Care Unit, Children's Memorial Health Institute, Warsaw, Poland.
Kathrin GuerlichDivision of Metabolic and Nutritional Medicine, Department of Paediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, LMU Munich, Munich, Germany.
Monica GuxensISGlobal, Barcelona, Spain.
Barbara HeudeUniversité de Paris, Centre of Research in Epidemiology and Statistics, Inserm, Inrae, Paris, France.
Berthold KoletzkoDivision of Metabolic and Nutritional Medicine, Department of Paediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, LMU Munich, Munich, Germany.
Aitana LertxundiBiogipuzkoa Health Research Institute, Donostia, Spain.
Manuel LozanoEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain.
Hanan El MarrounDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Centre, Rotterdam, the Netherlands.
Rosie McEachanBradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, BD9 6RJ, United Kingdom.
Angela Pinot de MoiraDepartment of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark.
Gillian SantorelliBradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, BD9 6RJ, United Kingdom.
Katrine Strandberg-LarsenDepartment of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark.
Muriel TaffletUniversité de Paris, Centre of Research in Epidemiology and Statistics, Inserm, Inrae, Paris, France.
Chloe VainqueurUniversité de Paris, Centre of Research in Epidemiology and Statistics, Inserm, Inrae, Paris, France.
Elvira VerduciDepartment of Paediatrics, Vittore Buzzi Children's Hospital, University of Milan, Milan, Italy.
Martine VrijheidISGlobal, Barcelona, Spain.
Marieke WeltenThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, the Netherlands.
John WrightBradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, BD9 6RJ, United Kingdom.
Tiffany C YangBradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, BD9 6RJ, United Kingdom.
Romy GaillardThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, the Netherlands.
Vincent W V JaddoeThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Fetal and infant development might be critical for cognitive outcomes and psychopathology later in life. We assessed the associations of birth characteristics and early life growth with behavior and cognitive outcomes from childhood to adolescence. Methods: We used harmonized data of 109,481 children from 8 European birth cohorts. Birth weight, gestational age, and body mass index (BMI) tertiles at the age of 2 years were used as the exposure variables. Outcomes included internalizing and externalizing problems and attention-deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), and non-verbal intelligence quotient (Non-verbal IQ) in childhood (4-10 years), early adolescence (11-16 years), and late adolescence (17-20 years). We used 1-stage individual participant data meta-analyses using generalized linear models. Findings: A one-week older gestational age was associated with lower scores for internalizing problems (difference -0·48 (95% CI: -0·59, -0·37)), externalizing problems (difference -0·34 (95% CI: -0·44, -0·23)), and ADHD symptoms (difference -0·38 (95% CI: -0·49, -0·27)), and with higher scores for non-verbal IQ (difference 0·65 (95% CI: 0·41, 0·89)). As compared to term birth, preterm birth was associated with higher internalizing problems (difference 3·43 (95% CI: 2·52, 4·33)) and externalizing problems (difference 2·31 (95% CI: 1·16, 3·46)), ADHD symptoms (difference 4·15 (95% CI: 3·15, 5·16)), ASD symptoms (difference 3·23 (95% CI: 0·37, 6·08)), and lower non-verbal IQ (difference -5·44 (95% CI: -7·44, -3·44)). Small size for gestational age at birth (SGA) in comparison with appropriate size for gestational age (AGA) was associated with higher ADHD symptoms (difference 4·88 (95% CI: 3·87, 5·90)) and lower Non-verbal IQ (difference -7·02 (95% CI: -8·84, -5·21)). Large size for gestational age at birth was associated with lower ADHD symptoms (difference -1·09 (95% CI: -1·73, 0·45)) and higher non-verbal IQ (difference 2·47 (95% CI: 0·77, 4·18)). Explorative analyses showed that as compared to children with an appropriate size for gestational age at birth and a normal BMI at the age of 2 years, children born SGA who remained small at 2 years had the lowest non-verbal IQ score (difference -8·14 percentiles (95% CI: -11·89, -4·39)). Interpretation: Both fetal and early childhood growth are associated with emotional, behavioral and cognitive outcomes throughout childhood and adolescence. Compensatory infant growth might partly attenuate the adverse effects of suboptimal fetal growth. Future studies are needed to identify the potential for optimizing mental health outcomes in new generations by improving early-life growth. Funding: This project received funding from the European Union's Horizon 2020 research and innovation programme (LIFECYCLE, grant agreement No 733206, 2016; EUCAN-Connect grant agreement No 824989; ATHLETE, grant agreement No 874583).

Indexed as

Attention-deficit hyperactivity disorderAutism spectrum disorderBehaviorBirth weightCognitionInfant growthIntelligence quotientPreterm birth

Identifiers

PMID40094119
PMCPMC11910110

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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.