Evidence map›Paper›PMID 35580182›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

DNA methylation clocks for dogs and humans.

Steve Horvath, Ake T Lu, Amin Haghani, Joseph A Zoller, Caesar Z Li, Andrea R Lim, Robert T Brooke, Ken Raj, Aitor Serres-Armero, Dayna L Dreger and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers.

0numbers the graph read from it
0cells of the map it votes in
48citing papers in PubMed
5.9field-weighted citation impact, top 3% 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

48 citing papers in PubMed, 75 citations in OpenAlex.

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  17. Quantification of Epigenetic Aging in Public Health.Annual review of public health · 2025
    Review
  18. Article
  19. Article
  20. Profiling Genome-Wide Methylation Patterns in Cattle Infected withInternational journal of molecular sciences · 2024
    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

13 authors at 3 institutions in 2 countries.

Steve HorvathDepartment of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA 90095.ORCID 0000-0002-4110-3589
Ake T LuDepartment of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA 90095.
Amin HaghaniDepartment of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA 90095.
Joseph A ZollerDepartment of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, CA 90095.
Caesar Z LiDepartment of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, CA 90095.
Andrea R LimDepartment of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, CA 90095.
Robert T BrookeEpigenetic Clock Development Foundation, Los Angeles, CA 90502.
Ken RajRadiation Effects Department, Centre for Radiation, Chemical and Environmental Hazards, Public Health England, Chilton, Didcot OX11 0RQ, United Kingdom.
Aitor Serres-ArmeroNational Human Genome Research Institute, NIH, Bethesda, MD 20892.
Dayna L DregerNational Human Genome Research Institute, NIH, Bethesda, MD 20892.ORCID 0000-0002-3218-6431
Andrew N HoganNational Human Genome Research Institute, NIH, Bethesda, MD 20892.
Jocelyn PlassaisNational Human Genome Research Institute, NIH, Bethesda, MD 20892.
Elaine A OstranderNational Human Genome Research Institute, NIH, Bethesda, MD 20892.ORCID 0000-0001-6075-9738
University of California, Los Angeles · USNational Human Genome Research Institute · USPublic Health England · GB

Funding

Comparative Mammalian GenomicsZIAHG200377 · NHGRI · NATIONAL HUMAN GENOME RESEARCH INSTITUTE · PI OSTRANDER, ELAINE · 2012 to 2025
$24.8M
The Manhattan HIV Brain BankU24MH100931 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI MORGELLO, SUSAN · 2013 to 2023
$14.0M
California NeuroAIDS Tissue NetworkU24MH100928 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ACHIM, CRISTIAN L, MOORE, DAVID J · 2013 to 2023
$13.9M
NATIONAL NEUROLOGICAL AIDS BANKU24MH100929 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI SINGER, ELYSE J · 2013 to 2023
$12.5M
Texas NeuroAIDS Research CenterU24MH100930 · NIMH · UNIVERSITY OF TEXAS MED BR GALVESTON · PI GELMAN, BENJAMIN B. · 2013 to 2023
$12.1M
NNTC Data Coordinating CenterU24MH100925 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI FOX, HOWARD S, SHERMAN, SETH · 2013 to 2022
$9.5M
Training Grant in Neurobehavioral GeneticsT32NS048004 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI BEARDEN, CARRIE E, OPHOFF, ROEL A · 2004 to 2025
$5.8M
Epigenetic and Psychosocial Drivers of NeuroHIV in HIV+ South African AdolescentsR21MH107327 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI HOARE, JACQUELINE, LEVINE, ANDREW J · 2016 to 2017
$373k
Lymph node regulation of metastatic fitness and reemergenceK00CA234840 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI LIM, ANDREA RACHEL · 2021 to 2023
$164k
NCI NIH HHS K00 CA234840NIMH NIH HHS R21 MH107327NIMH NIH HHS U24 MH100925NIMH NIH HHS U24 MH100928NIMH NIH HHS U24 MH100929NIMH NIH HHS U24 MH100930NIMH NIH HHS U24 MH100931NINDS NIH HHS T32 NS048004
6 · The paper itself

Abstract

DNA methylation profiles have been used to develop biomarkers of aging known as epigenetic clocks, which predict chronological age with remarkable accuracy and show promise for inferring health status as an indicator of biological age. Epigenetic clocks were first built to monitor human aging, but their underlying principles appear to be evolutionarily conserved, as they have now been successfully developed for many mammalian species. Here, we describe reliable and highly accurate epigenetic clocks shown to apply to 93 domestic dog breeds. The methylation profiles were generated using the mammalian methylation array, which utilizes DNA sequences that are conserved across all mammalian species. Canine epigenetic clocks were constructed to estimate age and also average time to death. We also present two highly accurate human–dog dual species epigenetic clocks (R = 0.97), which may facilitate the ready translation from canine to human use (or vice versa) of antiaging treatments being developed for longevity and preventive medicine. Finally, epigenome-wide association studies here reveal individual methylation sites that may underlie the inverse relationship between breed weight and lifespan. Overall, we describe robust biomarkers to measure aging and, potentially, health status in canines.

Indexed as

DNA MethylationEpigenesis, GeneticAgingAnimalsDNADogsEpigenomicsHumansDNAagingCanis familiarisdogepigenetic clockmethylation

Identifiers

PMID35580182
PMCPMC9173771
OpenAlexW4280501400

What OpenQuestion holds

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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.