Evidence map›Paper›PMID 40467932›Full record

ArticleNature aging2025

A blood-based epigenetic clock for intrinsic capacity predicts mortality and is associated with clinical, immunological and lifestyle factors.

Matías Fuentealba, Laure Rouch, Sophie Guyonnet, Jean-Marc Lemaitre, Philipe de Souto Barreto, Bruno Vellas, Sandrine Andrieu, David Furman

Abstract read
In one paragraph

Article in Nature aging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing 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

37 citing papers in PubMed.

  1. Trial
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  3. Epigenetic clocks of biological aging and cognitively healthy longevity: the Women's Health Initiative Memory Study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026
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  14. Immune Aging is an Independent Risk Factor for Cardiovascular Disease.bioRxiv : the preprint server for biology · 2026
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  18. Review
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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

8 authors.

Matías FuentealbaBuck AI Platform, Buck Institute for Research on Aging, Novato, CA, USA.
Laure RouchIHU HealthAge, Toulouse, France.
Sophie GuyonnetIHU HealthAge, Toulouse, France.
Jean-Marc LemaitreINSERM IRMB UMR1183, Hôpital Saint Eloi, Université de Montpellier, Montpellier, France.
Philipe de Souto BarretoIHU HealthAge, Toulouse, France.ORCID http://orcid.org/0000-0002-8860-425X
Bruno VellasIHU HealthAge, Toulouse, France.
Sandrine AndrieuIHU HealthAge, Toulouse, France.
David FurmanBuck AI Platform, Buck Institute for Research on Aging, Novato, CA, USA. dfurman@buckinstitute.org.ORCID http://orcid.org/0000-0002-3654-9519

Funding

Identifying Organ-Specific Blood Biomarkers of Aging and Assessing their Effects on Cardiovascular HealthU01AG086214 · NIA · BUCK INSTITUTE FOR RESEARCH ON AGING · PI David Furman · 2024 to 2026
$2.2M
Identification of blood biomarkers predictive of organ agingR03OD036497 · OD · BUCK INSTITUTE FOR RESEARCH ON AGING · PI FURMAN, DAVID · 2023 to 2023
$388k
Agence Nationale de la Recherche (French National Research Agency) ANR-23-IAHU-0011EC | European Regional Development Fund (Europski Fond za Regionalni Razvoj) MP0022856NIA NIH HHS U01 AG086214NIH HHS R03 OD036497ODCDC CDC HHS R03 OD036497
6 · The paper itself

Abstract

Age-related decline in intrinsic capacity (IC), defined as the sum of an individual's physical and mental capacities, is a cornerstone for promoting healthy aging by prioritizing maintenance of function over disease treatment. However, assessing IC is resource-intensive, and the molecular and cellular bases of its decline are poorly understood. Here we used the INSPIRE-T cohort (1,014 individuals aged 20-102 years) to construct the IC clock, a DNA methylation-based predictor of IC, trained on the clinical evaluation of cognition, locomotion, psychological well-being, sensory abilities and vitality. In the Framingham Heart Study, DNA methylation IC outperforms first-generation and second-generation epigenetic clocks in predicting all-cause mortality, and it is strongly associated with changes in molecular and cellular immune and inflammatory biomarkers, functional and clinical endpoints, health risk factors and lifestyle choices. These findings establish the IC clock as a validated tool bridging molecular readouts of aging and clinical assessments of IC.

Indexed as

AgingDNA MethylationEpigenesis, GeneticLife StyleMortalityAdultAgedAged, 80 and overBiomarkersCohort StudiesFemaleHumansMaleMiddle AgedRisk FactorsYoung AdultBiomarkers

Identifiers

PMID40467932
PMCPMC12270914

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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.