Evidence map›Paper›PMID 36107798›Full record

ArticleThe journals of gerontology. Series A, Biological sciences and medical sciences2023

The Association of Epigenetic Age Acceleration and Multimorbidity at Age 90 in the Women's Health Initiative.

Purva Jain, Alexandra Binder, Brian Chen, Humberto Parada, Linda C Gallo, John Alcaraz, Steve Horvath, Parveen Bhatti, Eric A Whitsel, Kristina Jordahl and 7 more

Open access · greenAbstract read
In one paragraph

Article in The journals of gerontology. Series A, Biological sciences and medical sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
2.6field-weighted citation impact, top 10% 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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.

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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

17 authors at 10 institutions in 1 country.

Purva JainThe Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA.ORCID 0000-0001-5236-8809
Alexandra BinderCancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA.
Brian ChenThe Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA.
Humberto ParadaDivision of Epidemiology and Biostatistics, School of Public Health, San Diego State University, San Diego, California, USA.ORCID 0000-0001-6562-8577
Linda C GalloDivision of Epidemiology and Biostatistics, School of Public Health, San Diego State University, San Diego, California, USA.
John AlcarazSan Diego Moores Cancer Center, University of California, San Diego, California, La Jolla, California, USA.
Steve HorvathDepartment of Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, California,USA.
Parveen BhattiCancer Control Research, BC Cancer, Vancouver, British Columbia, Canada.ORCID 0000-0003-1709-1781
Eric A WhitselDepartment of Epidemiology, Gillings School of Public Health and Department of Medicine, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA.
Kristina JordahlDepartment of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA.
Andrea A BaccarelliDepartment of Environmental Health Sciences, Mailman School of Public Health, Columbia University Irving Medical Center, New York, New York, USA.
Lifang HouInstitute for Public Health and Medicine, Northwestern University, Chicago, Illinois,USA.
James D StewartDepartment of Epidemiology, Gillings School of Public Health and Department of Medicine, School of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA.
Yun LiDepartment of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA.ORCID 0000-0002-9275-4189
Michael J LaMonteDepartment of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo-SUNY, Buffalo, New York, USA.
JoAnn E MansonDepartment of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Andrea Z LaCroixThe Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA.
University of California San Diego · USUniversity of North Carolina at Chapel Hill · USSan Diego State University · USBrigham and Women's Hospital · USColumbia University Irving Medical Center · USNorthwestern University · USUniversity at Buffalo, State University of New York · USUniversity of California, Los Angeles · USUniversity of Hawaiʻi at Mānoa · USUniversity of Washington · US

Funding

UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Melissa A. Troester · 2001 to 2026
$36.3M
Research Education CoreU54CA132384 · NCI · SAN DIEGO STATE UNIVERSITY · PI CRIPPS, RICHARD MATTHEW, CROWE, SHEILA E. · 2008 to 2022
$20.7M
Research Education CoreU54CA132379 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ARREDONDO, ELVA M, CROWE, SHEILA E. · 2008 to 2021
$16.1M
San Diego Resource Center for advancing Alzheimer's Research in Minority Seniors (ARMS)P30AG059299 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI JOHN P. ELDER, PAUL E GILBERT · 2018 to 2026
$7.4M
Epigenetic Mechanisms of PM-Mediated CVD RiskR01ES020836 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BACCARELLI, ANDREA, HOU, LIFANG · 2012 to 2016
$3.0M
Improving the Health of Aging Women and Men.T32AG058529 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI LACROIX, ANDREA Z. · 2019 to 2023
$1.2M
Red Blood Cell Polyunsaturated Fatty Acids and Breast Cancer Mortality in the Women's Healthy Eating and Living (WHEL) StudyK01CA234317 · NCI · SAN DIEGO STATE UNIVERSITY · PI PARADA, HUMBERTO · 2019 to 2023
$928k
NCI NIH HHS K01 CA234317NCI NIH HHS U54 CA132379NCI NIH HHS U54 CA132384NHLBI NIH HHS HHSN268201300006CNHLBI NIH HHS HHSN268201600004CNHLBI NIH HHS HHSN268201600018CNIA NIH HHS P30 AG059299NIA NIH HHS T32 AG058529NIEHS NIH HHS P30 ES010126NIEHS NIH HHS R01 ES020836NIEHS NIH HHS R01-ES020836
6 · The paper itself

Abstract

backgroundEpigenetic age acceleration (EAA), a measure of accelerated biological aging, has been associated with an increased risk of several age-related chronic conditions. This is the first study to prospectively examine the relationship between EAA and both multimorbidity count and a weighted multimorbidity score among long-lived postmenopausal women.

methodsWe included 1 951 women from the Women's Health Initiative who could have survived to age 90. EAA was estimated using the Horvath pan-tissue, Hannum, PhenoAge, and GrimAge "clocks." Twelve chronic conditions were included in the multimorbidity count. The multimorbidity score was weighted for each morbidity's relationship with mortality in the study population. Using mixed-effects Poisson and linear regression models that included baseline covariates associated with both EAA and multimorbidity, we estimated relative risks (RRs) and 95% confidence intervals (CIs) for the relationships between each EAA measure at the study baseline with both multimorbidity count and weighted multimorbidity score at age 90, respectively.

resultsFor every one standard deviation increase in AgeAccelPheno, the rate of multimorbidity accumulation increased 6% (RR = 1.06; 95% CI = 1.01-1.12; p = .025) and the multimorbidity score by 7% (RR = 1.07; 95% CI = 1.01-1.13; p = .014) for women who survived to age 90. The results for a one standard deviation increase in AgeAccelHorvath, AgeAccelHannum, and AgeAccelGrim with multimorbidity accumulation and score were weaker compared to AgeAccelPheno, and the latter 2 did not reach statistical significance.

conclusionAgeAccelPheno and AgeAccelHannum may predict multimorbidity count and score at age 90 in older women and, thus, may be useful as a biomarker predictor of multimorbidity burden in the last decades of life.

Indexed as

MultimorbidityWomen's HealthAccelerationAgedAged, 80 and overAgingChronic DiseaseDNA MethylationEpigenesis, GeneticFemaleHumansBiomarkersEpidemiologyMultimorbiditiesSuccessful aging

Identifiers

PMID36107798
PMCPMC10692424
OpenAlexW4295900706

What OpenQuestion holds

Textmetadata
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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.