Evidence map›Paper›PMID 41332816›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Genetic and environmental influences on educational disparities in adult weight change: an individual-based pooled analysis of 11 twin cohorts.

Alvaro Obeso, Gabin Drouard, Aline Jelenkovic, Emanuela Medda, Corrado Fagnani, Virgilia Toccaceli, Antti Latvala, Sari Aaltonen, Sarah E Medland, Scott D Gordon and 29 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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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0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

39 authors.

Alvaro ObesoHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0009-0009-1739-0408
Gabin DrouardInstitute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-3227-8483
Aline JelenkovicDepartment of Genetics, Physical Anthropology and Animal Physiology, Faculty of Science and Technology, University of the Basque Country (UPV/EHU), Bilbao, Spain.ORCID 0000-0002-6191-8371
Emanuela MeddaCentre for Behavioural Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy.ORCID 0000-0003-4837-4549
Corrado FagnaniCentre for Behavioural Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy.ORCID 0000-0001-5771-7772
Virgilia ToccaceliCentre for Behavioural Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy.ORCID 0000-0002-9038-521X
Antti LatvalaInstitute of Criminology and Legal Policy, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-5695-117X
Sari AaltonenInstitute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-2873-4263
Sarah E MedlandQIMR Berghofer Medical Research Institute, Brisbane, Australia.ORCID 0000-0003-1382-380X
Scott D GordonQIMR Berghofer Medical Research Institute, Brisbane, Australia.ORCID 0000-0001-7623-328X
Jooyeon LeeInstitute of Health & Environmental, Seoul National University, Seoul, Korea.
Soo Ji LeeInstitute of Health & Environmental, Seoul National University, Seoul, Korea.
Joohon SungDepartment of Epidemiology, Seoul National University School of Public Health, Seoul, Korea.ORCID 0000-0001-9948-0160
Hyojin PyunDepartment of Epidemiology, Seoul National University School of Public Health, Seoul, Korea.ORCID 0000-0001-5301-1369
Glen E DuncanWashington State Twin Registry, Washington State University - Health Sciences Spokane, Spokane, WA, USA.ORCID 0000-0001-6909-1869
Dedra BuchwaldWashington State Twin Registry, University of Washington, Seattle, WA, USA.ORCID 0000-0002-9005-0110
Juan R OrdoñanaDepartment of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain.
Juan F Sánchez-RomeraDepartment of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain.ORCID 0000-0002-5405-6216
Eduvigis CarrilloDepartment of Human Anatomy and Psychobiology, University of Murcia, Murcia, Spain.ORCID 0000-0001-9701-4422
Carol E FranzDepartment of Psychiatry, University of California San Diego, La Jolla, CA, USA.ORCID 0000-0002-8987-1755
William S KremenDepartment of Psychiatry, University of California San Diego, La Jolla, CA, USA.ORCID 0000-0002-8629-5609
Robin P CorleyInstitute for Behavioral Genetics, University of Colorado, Boulder, CO, USA.
Brooke M HuibregtseDepartment of Psychology and Neuroscience, University of Colorado, Boulder, CO, USA.ORCID 0000-0003-0977-7249
Patrik Ke MagnussonDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-7315-7899
Ida K KarlssonDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-2673-7591
Anna K Dahl AslanSchool of Health Sciences, University of Skövde, Skövde, Sweden.ORCID 0009-0006-8019-8484
Michael J LyonsDepartment of Psychological and Brain Sciences, Boston University, Boston, MA, USA.ORCID 0000-0001-6516-9219
Meike BartelsDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0002-9667-7555
Lannie LigthartDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0002-6570-3319
Eco Jc de GeusDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0001-6022-2666
Margaret GatzCenter for Economic and Social Research, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0002-1071-9970
David A ButlerHealth and Medicine Division, The National Academies of Sciences, Engineering, and Medicine, Washington, DC, USA.
René PoolDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0001-5579-0933
Anders ErikssoncGEM, Institute of Genomics, University of Tartu, Tartu, Estonia.
Susanne BruinsDepartment of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0001-6808-7075
Nicholas G MartinQIMR Berghofer Medical Research Institute, Brisbane, Australia.
Dorret I BoomsmaComplex Trait Genetics, Center for Neurogenomics and Cognitive Research, Vrije Universiteit Amsterdam, The Netherlands.ORCID 0000-0002-7099-7972
Jaakko KaprioInstitute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-3716-2455
Karri SilventoinenHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0003-1759-3079

Funding

The VETSA Longitudinal Twin Study of Cognition and Aging (VETSA 4)R01AG050595 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ELMAN, JEREMY A, FRANZ, CAROL ELAINE · 2015 to 2024
$28.0M
Twin StudyP60DA011015 · NIDA · UNIVERSITY OF COLORADO DENVER · PI HEWITT, JOHN K. · 1997 to 2013
$22.5M
The VETSA Longitudinal MRI Twin Study of AgingR01AG022381 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KREMEN, WILLIAM S. · 2003 to 2019
$22.3M
The VETSA Longitudinal Twin Study of Cognition and AgingR01AG018384 · NIA · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI LYONS, MICHAEL J. · 2002 to 2012
$9.8M
The VETSA longitudinal twin study of cognition and agingR01AG018386 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KREMEN, WILLIAM S. · 2002 to 2012
$9.7M
The VETSA Longitudinal MRI Twin Study of Aging (VETSA MRI 4)R01AG076838 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANDERS M DALE, Jeremy A Elman · 2022 to 2026
$8.7M
Building a Unique National Community Based Twin RepositoryRC2HL103416 · NHLBI · UNIVERSITY OF WASHINGTON · PI BUCHWALD, DEDRA S · 2009 to 2010
$7.7M
The development of alcohol misuse and related problems from adolescence to early midlifeR01AA015416 · NIAAA · WASHINGTON UNIVERSITY · PI DICK, DANIELLE M, SALVATORE, JESSICA E · 2005 to 2024
$7.6M
DETERMINANTS OF BEHAVIORAL DEVELOPMENT IN CHILDRENR01HD010333 · NICHD · UNIVERSITY OF COLORADO AT BOULDER · PI WADSWORTH, SALLY J · 1985 to 2010
$3.0M
ADOLESCENT ALCOHOL ABUSE: A TWIN-STUDY PERSPECTIVER37AA012502 · NIAAA · TRUSTEES OF INDIANA UNIVERSITY · PI ROSE, RICHARD JOSEPH · 2000 to 2009
$2.9M
The VETSA Longitudinal Twin Study of Cortisol and AgingR01AG022982 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KREMEN, WILLIAM S. · 2004 to 2007
$2.6M
Adolescent Alcohol Abuse: A Twin-Study PerspectiveR01AA012502 · NIAAA · TRUSTEES OF INDIANA UNIVERSITY · PI ROSE, RICHARD JOSEPH · 2013 to 2017
$1.2M
NHLBI NIH HHS RC2 HL103416NIAAA NIH HHS K05 AA000145NIAAA NIH HHS R01 AA009203NIAAA NIH HHS R01 AA012502NIAAA NIH HHS R01 AA015416NIAAA NIH HHS R37 AA012502NIA NIH HHS R01 AG018384NIA NIH HHS R01 AG018386NIA NIH HHS R01 AG022381NIA NIH HHS R01 AG022982NIA NIH HHS R01 AG050595NIA NIH HHS R01 AG076838NIA NIH HHS R21 AG039572NICHD NIH HHS R01 HD010333NIDA NIH HHS P60 DA011015
6 · The paper itself

Abstract

Introduction: Educational attainment (EA) is negatively associated with body mass index (BMI) but less is known about the association between EA and adult BMI change. We analyzed the role of genetic and environmental factors in the association between EA and BMI trajectory components over adulthood. Data and methods: Pooled data from 59,490 twins aged 31-99 years (49% women) across 11 cohorts with EA and repeated measures of BMI were used. BMI trajectory components (baseline BMI and BMI change per decade) were estimated using linear mixed-effects (LME) and delta slope methods. EA was derived by regressing years of education on birth year and cohort. Associations between EA and BMI trajectories were evaluated with LME models in both cohort-specific and pooled data. Genetic and environmental contributions were evaluated using structural equation modeling. Results: EA was more strongly negatively associated with baseline BMI and BMI change (mean of 1.31 and 1.32 kg/m Conclusion: Individuals with higher EA tend to have lower baseline BMI and slower BMI increases across adulthood. The majority of the associations are primarily genetically mediated.

Identifiers

PMID41332816
PMCPMC12668070

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.