Evidence map›Paper›PMID 37058531›Full record

SynthesisThe journals of gerontology. Series B, Psychological sciences and social sciences2023

Cross-National and Cross-Generational Evidence That Educational Attainment May Slow the Pace of Aging in European-Descent Individuals.

Karen Sugden, Terrie E Moffitt, Thalida Em Arpawong, Louise Arseneault, Daniel W Belsky, David L Corcoran, Eileen M Crimmins, Eilis Hannon, Renate Houts, Jonathan S Mill and 5 more

Open access · bronzeAbstract readMeta-Analysis
In one paragraph

Synthesis in The journals of gerontology. Series B, Psychological sciences and social sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
6.9field-weighted citation impact, top 2% 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

18 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Article
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  6. Article
  7. Review
  8. Article
  9. Article
  10. Aging, Race, and Health Disparities: Recommendations From the Research Centers Collaborative Network.The journals of gerontology. Series B, Psychological sciences and social sciences · 2024
    Article
  11. Review
  12. Review
  13. Article
  14. Article
  15. Article
  16. Poverty Status at Birth Predicts Epigenetic Changes at Age 15.Journal of biomedical and life sciences · 2024
    Article
  17. Article
  18. Race, Poverty Status at Birth, and DNA Methylation of Youth at Age 15.Global journal of epidemiology and infectious disease · 2024
    Article
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

15 authors at 8 institutions in 3 countries.

Karen SugdenPsychology and Neuroscience, Duke University, Durham, North Carolina, USA.ORCID 0000-0002-4076-5927
Terrie E MoffittPsychology and Neuroscience, Duke University, Durham, North Carolina, USA.
Thalida Em ArpawongDavis School of Gerontology, University of Southern California, Los Angeles, California, USA.ORCID 0000-0001-9671-9535
Louise ArseneaultSocial, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
Daniel W BelskyDepartment of Epidemiology and Butler Columbia Aging Center, Columbia University Mailman School of Public Health, Columbia University, New York, New York, USA.ORCID 0000-0001-5463-2212
David L CorcoranDepartment of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Eileen M CrimminsDavis School of Gerontology, University of Southern California, Los Angeles, California, USA.
Eilis HannonComplex Disease Epigenetics Group, University of Exeter Medical School, Exeter, UK.
Renate HoutsPsychology and Neuroscience, Duke University, Durham, North Carolina, USA.
Jonathan S MillComplex Disease Epigenetics Group, University of Exeter Medical School, Exeter, UK.
Richie PoultonDunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand.
Sandhya RamrakhaDunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand.ORCID 0000-0002-0383-9886
Jasmin WertzDepartment of Psychology, School of Philosophy, Psychology & Language Sciences, University of Edinburgh, Edinburgh, UK.
Benjamin S WilliamsPsychology and Neuroscience, Duke University, Durham, North Carolina, USA.
Avshalom CaspiPsychology and Neuroscience, Duke University, Durham, North Carolina, USA.ORCID 0000-0003-0082-4600
Duke University · USUniversity of Exeter · GBUniversity of Otago · NZUniversity of Southern California · USColumbia University · USKing's College London · GBUniversity of Edinburgh · GBUniversity of North Carolina at Chapel Hill · US

Funding

HRS Yrs29-34: Y33 SSA CoFundingU01AG009740 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, KENNETH M LANGA · 1990 to 2026
$555.8M
USC/UCLA Center on Biodemography &Population HealthP30AG017265 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI JENNIFER A AILSHIRE · 1999 to 2026
$17.9M
Is mental disorder a preventable cause of age-related disease? The Dunedin Study.R01AG032282 · NIA · DUKE UNIVERSITY · PI CASPI, AVSHALOM, MOFFITT, TERRIE E · 2009 to 2025
$9.5M
The MyGoals for Healthy Aging Multi-Center Randomized Controlled TrialR01AG073402 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Daniel Walker Belsky · 2022 to 2026
$3.6M
Genetic analysis of the Dutch Hunger Winter Families Study to Boost Rigor and Robustness for Testing In-Utero Famine Effects on Aging-Related Health Conditions and Biological AgingR01AG066887 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BELSKY, DANIEL WALKER, LUMEY, L H · 2020 to 2024
$3.5M
Long-term multi-omics follow-up of the CALERIE Trial to generate new knowledge for geroscienceR01AG061378 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Daniel Walker Belsky · 2019 to 2026
$2.9M
Validating a 3rd-generation methylation measure of accelerated aging: DunedinPoAm4xR01AG073207 · NIA · DUKE UNIVERSITY · PI CASPI, AVSHALOM, MOFFITT, TERRIE E · 2022 to 2025
$2.9M
Neuropsychological and genomic signatures of violence exposure in childhoodR01HD077482 · NICHD · DUKE UNIVERSITY · PI CASPI, AVSHALOM · 2013 to 2018
$2.8M
Biological Underpinnings of Socioeconomic Differentials in Health and MortalityR01AG060110 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CRIMMINS, EILEEN M · 2018 to 2022
$2.6M
Comprehensive portrait of long-term cannabis users: Are they ready for old age?R01AG069939 · NIA · DUKE UNIVERSITY · PI MOFFITT, TERRIE E · 2021 to 2024
$1.3M
Chief Scientist Office CZD/16/6Medical Research Council G1002190Medical Research Council MR/M008924/1Medical Research Council MR/P005918/1Medical Research Council MR/X010791/1Medical Research Council MR/X021149/1NIA NIH HHS P30 AG017265NIA NIH HHS R01 AG032282NIA NIH HHS R01 AG060110NIA NIH HHS R01 AG061378NIA NIH HHS R01 AG066887NIA NIH HHS R01 AG073207NIA NIH HHS R01 AG073402NIA NIH HHS U01 AG009740NICHD NIH HHS R01 HD077482NIH HHS R01AG073207Wellcome TrustWellcome Trust 104036/Z/14/ZWellcome Trust 216767/Z/19/ZWellcome Trust 220857/Z/20/Z
6 · The paper itself

Abstract

objectivesIndividuals with more education are at lower risk of developing multiple, different age-related diseases than their less-educated peers. A reason for this might be that individuals with more education age slower. There are 2 complications in testing this hypothesis. First, there exists no definitive measure of biological aging. Second, shared genetic factors contribute toward both lower educational attainment and the development of age-related diseases. Here, we tested whether the protective effect of educational attainment was associated with the pace of aging after accounting for genetic factors.

methodsWe examined data from 5 studies together totaling almost 17,000 individuals with European ancestry born in different countries during different historical periods, ranging in age from 16 to 98 years old. To assess the pace of aging, we used DunedinPACE, a DNA methylation algorithm that reflects an individual's rate of aging and predicts age-related decline and Alzheimer's disease and related disorders. To assess genetic factors related to education, we created a polygenic score based on the results of a genome-wide association study of educational attainment.

resultsAcross the 5 studies, and across the life span, higher educational attainment was associated with a slower pace of aging even after accounting for genetic factors (meta-analysis effect size = -0.20; 95% confidence interval [CI]: -0.30 to -0.10; p = .006). Further, this effect persisted after taking into account tobacco smoking (meta-analysis effect size = -0.13; 95% CI: -0.21 to -0.05; p = .01). DISCUSSION: These results indicate that higher levels of education have positive effects on the pace of aging, and that the benefits can be realized irrespective of individuals' genetics.

Indexed as

Academic SuccessGenome-Wide Association StudyAgedAged, 80 and overAgingEducational StatusHumansEducationEpigenetic clocksPace of aging

Identifiers

PMID37058531
PMCPMC10394986
OpenAlexW4365483557

What OpenQuestion holds

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Registered trials

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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.