Evidence map›Paper›PMID 38355974›Full record

ReviewNature medicine2024

Validation of biomarkers of aging.

Mahdi Moqri, Chiara Herzog, Jesse R Poganik, Kejun Ying, Jamie N Justice, Daniel W Belsky, Albert T Higgins-Chen, Brian H Chen, Alan A Cohen, Georg Fuellen and 19 more

Registry-linked trialAbstract readReview
In one paragraph

Review in Nature medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00707694 (Searching for Longevity Genes in the Historically Unique Ashkenazi Jewish Population), which is not on this map. Cited by 204 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
204citing papers in PubMed, 2 pooled it
–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.

NCT00707694 recruitingnot on this map

Searching for Longevity Genes in the Historically Unique Ashkenazi Jewish Population

TypeobservationalSponsorAlbert Einstein College of MedicineRan1998 to 2032Enrolled2,000ConditionsExtreme Longevity
3 · Its place in the literature

Who cites it

204 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Trial
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  6. Trial
  7. Review
  8. The Hallmarks of Aging: From Molecular Mechanisms to Clinical Translation.International journal of molecular sciences · 2026
    Review
  9. Article
  10. Article
  11. Article
  12. Review
  13. Review
  14. Review
  15. Article
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  17. Article
  18. Article
  19. Article
  20. An epigenetic speedometer to measure Pace of Aging: FraminghamPACE.medRxiv : the preprint server for health sciences · 2026
    Article

144 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

29 authors.

Mahdi Moqri *Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.ORCID 0000-0001-6675-0566
Chiara Herzog *European Translational Oncology Prevention and Screening Institute, Universität Innsbruck, Innsbruck, Austria.ORCID 0000-0002-1572-498X
Jesse R Poganik *Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.ORCID 0000-0003-3098-8550
Kejun YingDivision of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.ORCID 0000-0002-1791-6176
Jamie N JusticeDepartment of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Daniel W BelskyDepartment of Epidemiology, Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, NY, USA.ORCID 0000-0001-5463-2212
Albert T Higgins-ChenDepartment of Psychiatry, Yale University, New Haven, CT, USA.ORCID 0000-0003-2904-2741
Brian H ChenHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, San Diego, CA, USA.
Alan A CohenDepartment of Environmental Health Sciences, Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, NY, USA.ORCID 0000-0003-4113-3988
Georg FuellenInstitute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany.
Sara HäggDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-2452-1500
Riccardo E MarioniCentre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.ORCID 0000-0003-4430-4260
Martin WidschwendterEuropean Translational Oncology Prevention and Screening Institute, Universität Innsbruck, Innsbruck, Austria.ORCID 0000-0002-7778-8380
Kristen FortneyBioAge Labs, Richmond, CA, USA.
Peter O FedichevGero PTE, Singapore, Singapore.
Alex ZhavoronkovInsilico Medicine Hong Kong, Hong Kong SAR, China.
Nir BarzilaiInstitute for Aging Research, Albert Einstein College of Medicine, Bronx, NY, USA.
Jessica Lasky-SuDepartment of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.ORCID 0000-0001-6236-4705
Douglas P KielMusculoskeletal Research Center, Hinda and Arthur Marcus Institute for Aging Research and Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA.ORCID 0000-0001-8474-0310
Brian K KennedyHealthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0000-0002-5754-1874
Steven CummingsSan Francisco Coordinating Center, California Pacific Medical Center Research Institute, San Francisco, CA, USA.ORCID 0000-0001-8808-260X
P Eline SlagboomSection of Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands.ORCID 0000-0002-2875-4723
Eric VerdinBuck Institute for Research on Aging, Novato, CA, USA.ORCID 0000-0003-3703-3183
Andrea B MaierHealthy Longevity Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Centre for Healthy Longevity, @AgeSingapore, National University Health System, Singapore, Singapore.
Vittorio SebastianoDepartment of Obstetrics and Gynecology, School of Medicine, Stanford University, Stanford, CA, USA.
Michael P SnyderDepartment of Genetics, School of Medicine, Stanford University, Stanford, CA, USA.ORCID 0000-0003-0784-7987
Vadim N GladyshevDivision of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA. vgladyshev@rics.bwh.harvard.edu.ORCID 0000-0002-0372-7016
Steve HorvathAltos Labs, San Diego, CA, USA. shorvath@altoslabs.com.ORCID 0000-0002-4110-3589
Luigi FerrucciNational Institute on Aging, Baltimore, MD, USA. ferruccilu@grc.nia.nih.gov.ORCID 0000-0002-6273-1613

Funding

The role of hyaluronan in longevity and cancer resistance of longest-lived rodentP01AG047200 · NIA · UNIVERSITY OF ROCHESTER · PI Vadim N. Gladyshev · 2014 to 2026
$36.9M
The effects of immune-age on immune-response and the molecular mechanisms which drive itP01AI153559 · NIAID · STANFORD UNIVERSITY · PI DAVIS, MARK MORRIS · 2021 to 2025
$17.8M
Integrative Metabolomics of Asthma SeverityR01HL123915 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI LASKY-SU, JESSICA A · 2014 to 2023
$7.0M
QUANTITATIVE ASSESSMENT OF BIOLOGICAL AGE AND ITS APPLICATIONSR01AG065403 · NIA · YALE UNIVERSITY · PI Vadim N. Gladyshev, Albert Tzongyang Higgins-Chen · 2020 to 2026
$4.2M
Omic Determinants of Longitudinal Lung Function in AsthmaR01HL155742 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI LASKY-SU, JESSICA A, MCGEACHIE, MICHAEL JOHN · 2021 to 2025
$3.9M
Unbiased identification of interventions that extend lifespanR01AG067782 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI GLADYSHEV, VADIM N. · 2019 to 2023
$3.5M
Role of rare damaging mutations in agingR01AG064223 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI GLADYSHEV, VADIM N. · 2020 to 2024
$2.8M
Profiling epigenetic age in single cells and in a high-throughput mannerR56AG076607 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI GLADYSHEV, VADIM N. · 2022 to 2022
$310k
NHLBI NIH HHS R01 HL123915NHLBI NIH HHS R01 HL155742NIAID NIH HHS P01 AI153559NIA NIH HHS P01 AG047200NIA NIH HHS R01 AG064223NIA NIH HHS R01 AG065403NIA NIH HHS R01 AG067782NIA NIH HHS R56 AG076607
6 · The paper itself

Abstract

The search for biomarkers that quantify biological aging (particularly 'omic'-based biomarkers) has intensified in recent years. Such biomarkers could predict aging-related outcomes and could serve as surrogate endpoints for the evaluation of interventions promoting healthy aging and longevity. However, no consensus exists on how biomarkers of aging should be validated before their translation to the clinic. Here, we review current efforts to evaluate the predictive validity of omic biomarkers of aging in population studies, discuss challenges in comparability and generalizability and provide recommendations to facilitate future validation of biomarkers of aging. Finally, we discuss how systematic validation can accelerate clinical translation of biomarkers of aging and their use in gerotherapeutic clinical trials.

Indexed as

LongevityResearch DesignBiomarkersConsensusBiomarkers

Identifiers

PMID38355974
PMCPMC11090477

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Registered trials

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.