Back

Educational Mobility, the Pace of Biological Aging, and Lifespan in the Framingham Heart Study

Graf, G.; Aiello, A. E.; Caspi, A.; Kothari, M.; Liu, H.; Moffitt, T. E.; Muennig, P.; Ryan, C. P.; Sugden, K.; Belsky, D. W.

2023-11-05 epidemiology
10.1101/2023.11.04.23298091 medRxiv
Show abstract

ImportancePeople 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 biological aging could offer intermediate endpoints for studies of how interventions to promote education will impact healthy longevity. ObjectiveTo test the hypothesis that upward educational mobility contributes to a slower pace of biological aging and increased longevity. DesignProspective cohort study. SettingWe analyzed data from three generations of participants in the Framingham Heart Study: the Original cohort, enrolled beginning in 1948, the Offspring cohort, enrolled beginning in 1971, and the Gen3 cohort, enrolled beginning in 2002. Follow-up is on-going. Data analysis was conducted during 2022-2023 using data obtained from dbGaP (phs000007.v33). ParticipantsWe constructed a three-generation database to quantify intergenerational educational mobility. We linked mobility data with blood DNA methylation data collected from the Offspring cohort in (2005-2008) (n=1,652) and the Gen3 cohort in 2009-2011 (n=1,449). These n=3,101 participants formed our analysis sample. ExposureWe measured educational mobility by comparing participants educational outcomes with those of their parents. OutcomesWe measured the pace of biological aging from whole-blood DNA-methylation data using the DunedinPACE epigenetic clock. For comparison purposes, we repeated analysis using four other epigenetic clocks. Survival follow-up was conducted through 2019. ResultsParticipants who were upwardly mobile in educational terms tended to have slower DunedinPACE in later life (r=-0.18, 95% CI [-0.23,-0.13], p<0.001). This pattern of association was similar across generations and held in within-family sibling comparisons. 402 Offspring-cohort participants died over the follow-up period. Upward educational mobility was associated with lower mortality risk (HR=0.89, 95% CI [0.81,0.98] p=0.014). Slower DunedinPACE accounted for roughly half of this association. Conclusions and RelevanceOur findings support the hypothesis that interventions to promote educational attainment will slow the pace of biological aging and promote longevity. Epigenetic clocks, like DunedinPACE, have potential as near-term outcome measures of intervention effects on healthy aging. Experimental evidence is needed to confirm findings.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
The Journals of Gerontology: Series A
25 papers in training set
Top 0.1%
35.2%
2
Aging Cell
144 papers in training set
Top 0.9%
6.5%
3
Aging
69 papers in training set
Top 0.4%
5.0%
4
Clinical Epigenetics
53 papers in training set
Top 0.2%
5.0%
50% of probability mass above
5
The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences
22 papers in training set
Top 0.1%
5.0%
6
GeroScience
97 papers in training set
Top 0.4%
4.1%
7
European Journal of Epidemiology
40 papers in training set
Top 0.1%
3.7%
8
Nature Communications
4913 papers in training set
Top 43%
3.0%
9
Nature Aging
51 papers in training set
Top 0.6%
2.7%
10
American Journal of Epidemiology
57 papers in training set
Top 0.4%
2.5%
11
npj Aging
15 papers in training set
Top 0.5%
1.8%
12
eLife
5422 papers in training set
Top 40%
1.7%
13
Epigenetics
43 papers in training set
Top 0.4%
1.7%
14
Journal of the American Geriatrics Society
12 papers in training set
Top 0.1%
1.0%
15
Scientific Reports
3102 papers in training set
Top 70%
0.9%
16
International Journal of Epidemiology
74 papers in training set
Top 2%
0.8%
17
Alzheimer's & Dementia
143 papers in training set
Top 3%
0.8%
18
PLOS ONE
4510 papers in training set
Top 67%
0.8%
19
SSM - Population Health
17 papers in training set
Top 0.5%
0.7%
20
The American Journal of Clinical Nutrition
19 papers in training set
Top 0.3%
0.7%
21
PNAS Nexus
147 papers in training set
Top 2%
0.7%
22
Annals of Neurology
57 papers in training set
Top 2%
0.7%
23
Molecular Psychiatry
242 papers in training set
Top 4%
0.7%
24
Behavior Genetics
15 papers in training set
Top 0.1%
0.7%
25
Neurobiology of Disease
134 papers in training set
Top 4%
0.7%
26
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 48%
0.5%
27
BMJ Open
554 papers in training set
Top 14%
0.5%
28
Demographic Research
11 papers in training set
Top 0.1%
0.5%
29
BMC Medicine
163 papers in training set
Top 9%
0.5%