Evidence map›Paper›PMID 38427354›Full record

ArticleJAMA network open2024

Educational Mobility, Pace of Aging, and Lifespan Among Participants in the Framingham Heart Study.

Gloria H J Graf, Allison E Aiello, Avshalom Caspi, Meeraj Kothari, Hexuan Liu, Terrie E Moffitt, Peter A Muennig, Calen P Ryan, Karen Sugden, Daniel W Belsky

Abstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing 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

21 citing papers in PubMed.

  1. Article
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  3. Observational
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  5. Observational
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  9. Racial and Social Inequities in Weathering: the ELSA-Brasil Cohort.Journal of racial and ethnic health disparities · 2025
    Article
  10. Impact of socioeconomic conditions across the life course on epigenetic age acceleration: evidence from a longitudinal cohort.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Quantification of Epigenetic Aging in Public Health.Annual review of public health · 2025
    Review
  18. Article
  19. Article
  20. 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

10 authors.

Gloria H J GrafDepartment of Epidemiology, Columbia University Mailman School of Public Health, New York, New York.
Allison E AielloDepartment of Epidemiology, Columbia University Mailman School of Public Health, New York, New York.
Avshalom CaspiDepartment of Psychology & Neuroscience, Duke University, Durham, North Carolina.
Meeraj KothariRobert N. Butler Columbia Aging Center, New York, New York.
Hexuan LiuSchool of Criminal Justice, University of Cincinnati, Cincinnati, Ohio.
Terrie E MoffittDepartment of Psychology & Neuroscience, Duke University, Durham, North Carolina.
Peter A MuennigDepartment of Health Policy and Management, Columbia University Mailman School of Public Health, New York, New York.
Calen P RyanRobert N. Butler Columbia Aging Center, New York, New York.
Karen SugdenDepartment of Psychology & Neuroscience, Duke University, Durham, North Carolina.
Daniel W BelskyDepartment of Epidemiology, Columbia University Mailman School of Public Health, New York, New York.

Funding

The MyGoals for Healthy Aging Multi-Center Randomized Controlled TrialR01AG073402 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Daniel Walker Belsky · 2022 to 2026
$3.6M
Validating a 3rd-generation methylation measure of accelerated aging: DunedinPoAm4xR01AG073207 · NIA · DUKE UNIVERSITY · PI CASPI, AVSHALOM, MOFFITT, TERRIE E · 2022 to 2025
$2.9M
Training Program in Environmental Life Course EpidemiologyT32ES023772 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI FACTOR-LITVAK, PAM R, PERERA, FREDERICA P · 2015 to 2019
$1.3M
The Project STAR Healthy Aging ExperimentR21AG078627 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MUENNIG, PETER A · 2023 to 2024
$370k
NIA NIH HHS R01 AG073207NIA NIH HHS R01 AG073402NIA NIH HHS R21 AG078627NIEHS NIH HHS T32 ES023772
6 · The paper itself

Abstract

Importance: People who complete more education live longer lives with better health. New evidence suggests that these benefits operate through a slowed pace of biological aging. If so, measurements of the pace of biological aging could offer intermediate end points for studies of how interventions to promote education will affect healthy longevity. Objective: To test the hypothesis that upward educational mobility is associated with a slower pace of biological aging and increased longevity. Design, Setting, and Participants: This prospective cohort study analyzed data from 3 generations of participants in the Framingham Heart Study: (1) the original cohort, enrolled beginning in 1948; (2) the Offspring cohort, enrolled beginning in 1971; and (3) the Gen3 cohort, enrolled beginning in 2002. A 3-generation database was constructed to quantify intergenerational educational mobility. Mobility data were linked with blood DNA-methylation data collected from the Offspring cohort in 2005 to 2008 (n = 1652) and the Gen3 cohort in 2009 to 2011 (n = 1449). Follow-up is ongoing. Data analysis was conducted from June 2022 to November 2023 using data obtained from the National Institutes of Health database of Genotypes and Phenotypes (dbGaP). Exposure: Educational mobility was measured by comparing participants' educational outcomes with those of their parents. Main Outcomes and Measures: The pace of biological aging was measured from whole-blood DNA-methylation data using the DunedinPACE epigenetic clock. For comparison purposes, the analysis was repeated using 4 other epigenetic clocks. Survival follow-up was conducted through 2019. Results: This study analyzed data from 3101 participants from the Framingham Heart Study; 1652 were in the Offspring cohort (mean [SD] age, 65.57 [9.22] years; 764 [46.2%] male) and 1449 were in the Gen3 cohort (mean [SD] age, 45.38 [7.83] years; 691 [47.7%] male). Participants who were upwardly mobile in educational terms tended to have slower pace of aging in later life (r = -0.18 [95% CI, -0.23 to -0.13]; P < .001). This pattern of association was similar across generations and held in within-family sibling comparisons. There were 402 Offspring cohort participants who died over the follow-up period. Upward educational mobility was associated with lower mortality risk (hazard ratio, 0.89 [95% CI, 0.81 to 0.98]; P = .01). Slower pace of aging accounted for approximately half of this association. Conclusions and Relevance: This cohort study's findings support the hypothesis that interventions to promote educational attainment may slow the pace of biological aging and promote longevity. Epigenetic clocks have potential as near-term outcome measures of intervention effects on healthy aging. Experimental evidence is needed to confirm findings.

Indexed as

AgingLongevityAgedCohort StudiesDNAEducational StatusFemaleHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesDNA

Identifiers

PMID38427354
PMCPMC10907927

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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.