Evidence mapPaperPMID 40990779Full record

ArticleThe journals of gerontology. Series A, Biological sciences and medical sciences2025

A novel DNA methylation-based surrogate biomarker for chronic systemic inflammation (Inflammation Latent Variable Methylation Surrogate, InfLaMeS).

Helen C S Meier, Eric T Klopack, Mateo P Farnia, Belinda Hernandez, Colter Mitchell, Jessica D Faul, Cathal McCrory, Rose Anne Kenny, Eileen M Crimmins

Abstract read
In one paragraph

Article in The journals of gerontology. Series A, Biological sciences and medical sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Helen C S MeierSurvey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0003-4400-0216
Eric T KlopackLeonard Davis School of Gerontology, University of Southern California, Los Angeles, California, USA.ORCID 0000-0002-0019-1332
Mateo P FarniaHuman Development and Family Sciences, University of Texas at Austin, Austin, Texas, USA.ORCID 0000-0002-0765-6550
Belinda HernandezThe Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland.ORCID 0000-0001-5034-1282
Colter MitchellSurvey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA.
Jessica D FaulSurvey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0002-6969-6478
Cathal McCroryThe Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland.ORCID 0000-0001-6575-2367
Rose Anne KennyThe Irish Longitudinal Study on Ageing, Trinity College Dublin, Dublin, Ireland.
Eileen M CrimminsLeonard Davis School of Gerontology, University of Southern California, Los Angeles, California, USA.

Funding

Health and Retirement Study: Yrs 35-40U01AG009740 · UNIVERSITY OF MICHIGAN AT ANN ARBOR · 1990 to 2025
$96.8M
Biological Aging Across the Life Course: Harmonizing Cohort Biospecimen ArchivesR01AG071071 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · 2024 to 2025
$1.2M
Social Circumstances and Epigenomics Promoting Health in Three CountriesR01AG068937 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · 2023 to 2025
$1.1M
National Institute on Aging of the National Institutes of Health R01AG060110National Institute on Aging of the National Institutes of Health R01AG068937National Institute on Aging of the National Institutes of Health R01AG071071National Institute on Aging of the National Institutes of Health U01AG073289NIA NIH HHS R01 AG060110NIA NIH HHS R01 AG068937NIA NIH HHS R01 AG071071NIA NIH HHS U01 AG009740
6 · The paper itself

Abstract

Chronic low-grade systemic inflammation is a risk factor for chronic diseases and mortality and is an important biomarker in health research. DNA methylation (DNAm) surrogate biomarkers are valuable exposure, risk factor, and health outcome predictors in studies where the measures cannot be measured directly and often perform as well or better than direct measures. We generated a DNAm surrogate biomarker for chronic, systemic inflammation from a systemic inflammation latent variable of 7 inflammatory markers and evaluated its performance relative to measured inflammatory biomarkers in predicting several age-associated outcomes of interest, including mortality, activities of daily living, and multimorbidity in the Health and Retirement Study (HRS). The DNAm surrogate, Inflammation Latent Variable Methylation Surrogate (InfLaMeS), correlated with 7 individual inflammation markers (r = -0.2-0.6) and had similar or stronger associations with multimorbidity, disability, and 4-year mortality in HRS compared to the systemic inflammation latent variable measure when predicting multimorbidity, disability, and 4-year mortality in HRS. Findings were validated in an external cohort, the Irish Longitudinal Study of Ageing. These results suggest that InfLaMeS provides a robust alternative to measured blood-chemistry measures of inflammation with broad research applicability in instances where values of inflammatory markers are not measured but DNAm data are available.

Indexed as

DNA MethylationInflammationActivities of Daily LivingAgedAged, 80 and overBiomarkersChronic DiseaseFemaleHumansLongitudinal StudiesMaleMiddle AgedMultimorbidityBiomarkersDNA methylationHealth and Retirement StudyInflammagingInflammation

Identifiers

PMID40990779
PMCPMC13047507

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.