Evidence map›Paper›PMID 26546615›Full record

ArticleHuman molecular genetics2016

Prenatal and early life influences on epigenetic age in children: a study of mother-offspring pairs from two cohort studies.

Andrew J Simpkin, Gibran Hemani, Matthew Suderman, Tom R Gaunt, Oliver Lyttleton, Wendy L Mcardle, Susan M Ring, Gemma C Sharp, Kate Tilling, Steve Horvath and 8 more

Open access · hybridAbstract read
In one paragraph

Article in Human molecular genetics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 128 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
128citing papers in PubMed, 5 pooled it
32.2field-weighted citation impact, top 1% 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

128 citing papers in PubMed, 5 syntheses or guidelines pooled it, 253 citations in OpenAlex.

  1. Pooled it
  2. Using Epigenetic Clocks to Characterize Biological Aging in Studies of Children and Childhood Exposures: a Systematic Review.Prevention science : the official journal of the Society for Prevention Research · 2023
    Pooled it
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Trial
  7. Trial
  8. Trial
  9. Article
  10. Placental Pathophysiology and Developmental Programming of Adult Cardiometabolic Risk: A Narrative Review of Pregnancy Exposures.Pathophysiology : the official journal of the International Society for Pathophysiology · 2026
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Designing Epigenetic Clocks for Wildlife Research.Molecular ecology resources · 2025
    Review
  17. Estimating Polar Bear (Ecology and evolution · 2025
    Article
  18. Article
  19. Article
  20. Review

68 more citing papers are in PubMed but not listed here.

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

18 authors at 8 institutions in 5 countries.

Andrew J SimpkinMRC Integrative Epidemiology Unit, School of Social and Community Medicine, andrew.simpkin@bristol.ac.uk.
Gibran HemaniMRC Integrative Epidemiology Unit, School of Social and Community Medicine.
Matthew SudermanMRC Integrative Epidemiology Unit, School of Social and Community Medicine.
Tom R GauntMRC Integrative Epidemiology Unit, School of Social and Community Medicine.
Oliver LyttletonSchool of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK.
Wendy L McardleSchool of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK.
Susan M RingMRC Integrative Epidemiology Unit, School of Social and Community Medicine, School of Social and Community Medicine, University of Bristol, Bristol BS8 2BN, UK.
Gemma C SharpMRC Integrative Epidemiology Unit, School of Social and Community Medicine.
Kate TillingMRC Integrative Epidemiology Unit, School of Social and Community Medicine.
Steve HorvathHuman Genetics, David Geffen School of Medicine, Biostatistics, School of Public Health, University of California Los Angeles, Los Angeles, CA 90095, USA.
Sonja KunzeResearch Unit of Molecular Epidemiology, Helmholtz Zentrum München.
Annette PetersResearch Unit of Molecular Epidemiology, Helmholtz Zentrum München, Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
Melanie WaldenbergerResearch Unit of Molecular Epidemiology, Helmholtz Zentrum München.
Cavin Ward-CavinessInstitute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
Ellen A NohrResearch Unit for Gynaecology and Obstetrics, Institute of Clinical Research, University of Southern Denmark, Odense, Denmark.
Thorkild I A SørensenMRC Integrative Epidemiology Unit, School of Social and Community Medicine, The Novo Nordisk Foundation Center for Basic Metabolic Research, Section on Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark, Institute of Preventive Medicine, Bispebjerg and Frederiksberg Hospital, The Capital Region, Copenhagen, Denmark and.
Caroline L ReltonMRC Integrative Epidemiology Unit, School of Social and Community Medicine, Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne NE1 3BZ, UK.
George Davey SmithMRC Integrative Epidemiology Unit, School of Social and Community Medicine.
Helmholtz Zentrum München · DEMRC Epidemiology Unit · GBMRC Integrative Epidemiology UnitUniversity of Bristol · GBNewcastle University · GBUniversity of California, Los Angeles · USUniversity of Copenhagen · DKUniversity of Southern Denmark · DK

Funding

The epiGenetIcs Leads to aGe-relAted diseases (GILGA-mesh) NetworkU34AG051425 · NIA · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI HORVATH, STEVE · 2015 to 2017
$954k
Biotechnology and Biological Sciences Research Council BB/I025263/1Biotechnology and Biological Sciences Research Council BBI025751/1Medical Research Council G0600705Medical Research Council G0601625Medical Research Council G9815508Medical Research Council MC_PC_15018Medical Research Council MC_UU_12013/1Medical Research Council MC_UU_12013/2Medical Research Council MC_UU_12013/8Medical Research Council MRC_UU_12013/9Medical Research Council MR/L011824/1NIA NIH HHS U34 AG051425Wellcome Trust 102215Wellcome Trust 102215/2/13/1
6 · The paper itself

Abstract

DNA methylation-based biomarkers of aging are highly correlated with actual age. Departures of methylation-estimated age from actual age can be used to define epigenetic measures of child development or age acceleration (AA) in adults. Very little is known about genetic or environmental determinants of these epigenetic measures of aging. We obtained DNA methylation profiles using Infinium HumanMethylation450 BeadChips across five time-points in 1018 mother-child pairs from the Avon Longitudinal Study of Parents and Children. Using the Horvath age estimation method, we calculated epigenetic age for these samples. AA was defined as the residuals from regressing epigenetic age on actual age. AA was tested for associations with cross-sectional clinical variables in children. We identified associations between AA and sex, birth weight, birth by caesarean section and several maternal characteristics in pregnancy, namely smoking, weight, BMI, selenium and cholesterol level. Offspring of non-drinkers had higher AA on average but this difference appeared to resolve during childhood. The associations between sex, birth weight and AA found in ARIES were replicated in an independent cohort (GOYA). In children, epigenetic AA measures are associated with several clinically relevant variables, and early life exposures appear to be associated with changes in AA during adolescence. Further research into epigenetic aging, including the use of causal inference methods, is required to better our understanding of aging.

Indexed as

DNA MethylationEpigenesis, GeneticAgingBirth WeightChildCohort StudiesHumansLongitudinal StudiesMothers

Identifiers

PMID26546615
PMCPMC4690495
OpenAlexW2158554646

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.