Evidence map›Paper›PMID 42253158›Full record

ArticlePsychological medicine2026

The long reach of childhood income inequality: a multinational twin study of gene-environment interplay on adult depressive symptoms.

Andrew J Petkus, Chandra A Reynolds, Brian K Finch, Kyla Thomas, Christopher R Beam, Vibeke S Catts, Malin Ericsson, Deborah G Finkel, Carol E Franz, William S Kremen and 11 more

Abstract readTwin Study
In one paragraph

Article in Psychological medicine, 2026. 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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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

21 authors.

Andrew J PetkusDepartment of Neurology, https://ror.org/03taz7m60University of Southern California Keck School of Medicine, Los Angeles, USA.ORCID https://orcid.org/0000-0002-7770-0123
Chandra A ReynoldsInstitute for Behavioral Genetics and Department of Psychology and Neuroscience, https://ror.org/02ttsq026University of Colorado Boulder, Boulder, USA.ORCID https://orcid.org/0000-0001-6502-7173
Brian K FinchCenter for Economic and Social Research and Department of Sociology and Spatial Sciences, https://ror.org/03taz7m60University of Southern California, Los Angeles, USA.ORCID https://orcid.org/0000-0003-1730-1574
Kyla ThomasCenter for Economic and Social Research, https://ror.org/03taz7m60University of Southern California, Los Angeles, USA.
Christopher R BeamDepartment of Psychology and Leonard Davis School of Gerontology, https://ror.org/03taz7m60University of Southern California, Los Angeles, USA.ORCID https://orcid.org/0000-0001-6827-409X
Vibeke S CattsCentre for Healthy Brain Ageing (CHeBA), Discipline of Psychiatry and Mental Health, School of Clinical Medicine, https://ror.org/03r8z3t63University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0002-9892-0547
Malin EricssonDepartment of Medical Epidemiology and Biostatistics, https://ror.org/056d84691Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0002-0647-0148
Deborah G FinkelCenter for Economic and Social Research, https://ror.org/03taz7m60University of Southern California, Los Angeles, USA.ORCID https://orcid.org/0000-0003-2346-2470
Carol E FranzDepartment of Psychiatry, https://ror.org/0168r3w48University of California San Diego, La Jolla, USA.ORCID https://orcid.org/0000-0002-8987-1755
William S KremenDepartment of Psychiatry, https://ror.org/0168r3w48University of California San Diego, La Jolla, USA.ORCID https://orcid.org/0000-0002-8629-5609
Lisbeth Aagaard LarsenThe Danish Twin Registry, Department of Public Health, https://ror.org/03yrrjy16University of Southern Denmark: Syddansk Universitet, Odense, Denmark.ORCID https://orcid.org/0000-0002-0426-0569
Nicholas G MartinMental Health and Neuroscience, https://ror.org/004y8wk30Queensland Institute of Medical Research - QIMR: QIMR Berghofer Medical Research, Brisbane, Australia.
Matt McGueDepartment of Psychology, https://ror.org/017zqws13University of Minnesota Twin Cities, Minneapolis, USA.ORCID https://orcid.org/0000-0002-5580-1433
Miriam A MosingDepartment of Medical Epidemiology and Biostatistics, https://ror.org/056d84691Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0003-2049-125X
Jenae M NeiderhiserDepartment of Psychology, https://ror.org/04p491231The Pennsylvania State University, University Park, USA.ORCID https://orcid.org/0000-0003-4474-5330
Marianne NygaardThe Danish Twin Registry, Department of Public Health, https://ror.org/03yrrjy16University of Southern Denmark: Syddansk Universitet, Odense, Denmark.ORCID https://orcid.org/0000-0003-0703-2665
Nancy L PedersenDepartment of Medical Epidemiology and Biostatistics, https://ror.org/056d84691Karolinska Institutet, Stockholm, Sweden.
Anbupalam ThalamuthuCentre for Healthy Brain Ageing (CHeBA), Discipline of Psychiatry and Mental Health, School of Clinical Medicine, https://ror.org/03r8z3t63University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0002-7114-1260
Keith E WhitfieldProgram for Research on Men's Health, Hopkins Center for Health Disparities Research, https://ror.org/00za53h95Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA.
Margaret GatzCenter for Economic and Social Research, https://ror.org/03taz7m60University of Southern California, Los Angeles, USA.ORCID https://orcid.org/0000-0002-1071-9970
IGEMS Consortium

Funding

Clarifying risk and protective factors for dementia with the Interplay of Genes and Environment in Multiple Studies (IGEMS) consortiumR01AG060470 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GATZ, MARGARET, PEDERSEN, NANCY L · 2018 to 2022
$3.6M
Differences in the association of education with ADRD across countries, historical eras, and men and women.R01AG081248 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI DEBORAH G FINKEL, Brian K. Finch · 2024 to 2026
$3.6M
SES health gradients in late life: testing models of gene-environment interplay in an international twin consortiumR01AG059329 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FINCH, BRIAN K., GATZ, MARGARET · 2018 to 2022
$2.9M
Gene-environment Interplay Among Modifiable Factors for AD/ADRD: Risk and Resilience Across the LifespanR01AG089666 · NIA · UNIVERSITY OF COLORADO · PI Jenae M. Neiderhiser, CHANDRA A REYNOLDS · 2024 to 2026
$2.3M
NIA NIH HHS R01 AG059329NIA NIH HHS R01 AG060470NIA NIH HHS R01 AG081248NIA NIH HHS R01 AG089666
6 · The paper itself

Abstract

backgroundLiving in a country with a large gap between high and low earners has been linked to poor health, including depression. Less studied is gene-by-environment interplay with income inequality as the environmental exposure. Here, we examine the association between childhood exposure to inequality and individual differences in adult depressive symptoms, testing for moderation of genetic influences by inequality using polygenic indices for major depressive disorder, as well as twin models.

methodsThe research participants were 69,924 members of twin studies from four developed countries, born between 1893 and 1979, aged 22-103 years at depressive symptom assessment. Genotyping was available for 6,256 participants. Income inequality was operationalized as share of income accruing to the top 1% for each country when the participants were between age 5 and 15 years.

resultsChildhood income inequality was associated with depressive symptom scores in adulthood, adjusting for covariates. Each 1% rise in inequality was associated with 0.295 higher depressive symptoms (scaled on T-score units). In genetic analyses, interaction effects showed that men who faced more inequality as children and had higher genetic risk for depression reported modestly higher depressive symptoms compared to other men. For women, both genetic risk and inequality mattered, with each independently associated with depressive symptoms. Twin models showed that inequality moderated genetic variance underlying depressive symptoms; heritability of depressive symptoms was higher where exposure to income inequality was higher.

conclusionsFindings illustrate the long reach of childhood exposure to income inequality and suggest that advantaged environments may help protect against the effects of deleterious genes.

Indexed as

DepressionGene-Environment InteractionIncomeMajor Depressive DisorderAdolescentAdultAgedAged, 80 and overChildChild, PreschoolFemaleGenetic Risk ScoreHumansMaleMiddle AgedSocioeconomic Disparities in Healthageddepressive symptomsdiathesis-stresseconomic inequalitiespolygenic indextwin study

Identifiers

PMID42253158
PMCPMC13254727

What Socratic holds

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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.