Evidence map›Paper›PMID 40947307›Full record

ArticleAging cell2025

Epigenetic Clocks as Biomarkers for Bone Aging: Evidence From a Twin Study.

Mette Soerensen, Florence Figeac, Kaare Christensen, Moustapha Kassem

Abstract readTwin Study
In one paragraph

Article in Aging cell, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

4 authors.

Mette SoerensenThe Danish Twin Registry and the Research Unit for Epidemiology, Biostatistics, and Biodemography, Department of Public Health, University of Southern Denmark, Odense, Denmark.ORCID 0000-0001-5268-3366
Florence FigeacMolecular Endocrinology Department, Department of Endocrinology, Odense University Hospital, Odense, Denmark.
Kaare ChristensenThe Danish Twin Registry and the Research Unit for Epidemiology, Biostatistics, and Biodemography, Department of Public Health, University of Southern Denmark, Odense, Denmark.
Moustapha KassemMolecular Endocrinology Department, Department of Endocrinology, Odense University Hospital, Odense, Denmark.

Funding

TRAJECTORIES OF MORTALITY IN CAENORHABDITIS ELEGANSP01AG008761 · NIA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI VAUPEL, JAMES W. · 1990 to 2008
$17.5M
Danish Agency for Science, Technology and Innovation 09-063256European Union's Seventh Framework Programme 259679Fabrikant Vilhelm Pedersen og Hustrus Legat on recommendation by the Novo Nordisk FoundationNational Institute of Health, National Institute on Aging P01 AG08761NIA NIH HHS P01 AG008761Novo Nordisk Fonden NNF21OC0067839Velux Fonden
6 · The paper itself

Abstract

Osteoporosis is driven by skeletal aging and increases the risk of fragility fractures. Skeletal aging is influenced by epigenetic mechanisms; however, the link to the epigenetic clocks, that is, the suggested biomarkers of biological aging intensively studied within aging research, remains largely unexplored. We investigated the association of eight epigenetic clocks-Horvath, IEAA, Hannum, EEAA, PhenoAge, GrimAge, DunedinPoAm, DunedinPACE-and methylation-based telomere length (mTL) measured at intake (1997, 2007, or 2008-11) with register-based incident fracture and osteoporosis diagnoses in 310 (Discovery cohort), and 777 (Replication cohort) twins, derived from nationwide population-based surveys (end-of-follow-up: 2022). For the 288 youngest twins, bone mineral density (BMD), and bone turnover markers C-terminal telopeptide (CTX) and amino pro-collagen type 1 N-terminal propeptide (P1NP) were available. Analyses were conducted at both the individual and twin-pair levels, reducing genetic and environmental confounding. A consistent pattern emerged: increased epigenetic age, faster pace of aging, and shorter mTL associated with a higher risk of fractures, or osteoporosis. Notably, DunedinPoAm, DuninPACE, and GrimAge demonstrated the most robust associations. DuninPACE displayed the largest effects; hazard ratios ranging from 1.29 to 3.17, reflecting a 29%-217% increased hazard for diagnosis pr. one standard deviation increase in DuninPACE. The same directions of effects were seen for decreasing CTX and P1NP levels, suggesting bone remodeling impairment for individuals with higher biological age. Lastly, sex- and age-specific analysis of BMD indicated the same direction of effect for DunedinPoAm, and GrimAge in older females. These findings suggest that epigenetic clocks may serve as biomarkers for bone aging.

Indexed as

AgingBiomarkersBone and BonesEpigenesis, GeneticAdultAgedBone DensityFemaleHumansMaleMiddle AgedOsteoporosisBiomarkersage accelerationbone agingbone fracturebone mineral densitybone turn over markersepigenetic clocksosteoporosistwins

Identifiers

PMID40947307
PMCPMC12507416

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.