Evidence map›Paper›PMID 41807018›Full record

ArticleBMJ open diabetes research & care2026

Longitudinal changes in epigenetic age acceleration prior to type 1 diabetes onset in the Diabetes Autoimmunity Study in the Young (DAISY).

Kelly Bergstrom, Harry Smith, Randi K Johnson, Lauren A Vanderlinden, Jennifer Seifert, Kirk R Hohsfield, Ivana V Yang, Sarah D Slack, Fran Dong, Katerina Kechris and 3 more

Abstract read
In one paragraph

Article in BMJ open diabetes research & care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kelly BergstromEpidemiology, Colorado School of Public Health, Aurora, Colorado, USA Kelly.bergstrom@cuanschutz.edu.ORCID http://orcid.org/0009-0003-7161-4683
Harry SmithOrthopedics, Colorado School of Public Health, Aurora, Colorado, USA.
Randi K JohnsonEpidemiology, Colorado School of Public Health, Aurora, Colorado, USA.ORCID http://orcid.org/0000-0001-9345-4439
Lauren A VanderlindenDepartment of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.ORCID http://orcid.org/0000-0002-4019-8395
Jennifer SeifertDivision of Rheumatology, University of Colorado Anschutz Medical Campus School of Medicine, Aurora, Colorado, USA.
Kirk R HohsfieldEpidemiology, Colorado School of Public Health, Aurora, Colorado, USA.ORCID http://orcid.org/0000-0002-6707-7913
Ivana V YangDepartment of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.
Sarah D SlackDepartment of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.
Fran DongUniversity of Colorado Denver Barbara Davis Center for Childhood Diabetes, Aurora, Colorado, USA.
Katerina KechrisBiostatistics and Informatics, Colorado School of Public Health, Aurora, Colorado, USA.
Marian RewersUniversity of Colorado Denver Barbara Davis Center for Childhood Diabetes, Aurora, Colorado, USA.
Jill M NorrisEpidemiology, Colorado School of Public Health, Aurora, Colorado, USA.ORCID http://orcid.org/0000-0001-8674-2598
Patrick M CarryEpidemiology, Colorado School of Public Health, Aurora, Colorado, USA.ORCID http://orcid.org/0000-0002-2989-7080

Funding

PILOT STUDY--SUBSTRATE METABOLISM IN EXTREMELY LOW BIRTH WEIGHT INFANTSP30DK048520 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI JANINE A HIGGINS · 1995 to 2026
$32.6M
Natural History of Pre-Diabetic Autoimmunity (DAISY)R01DK032493 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI REWERS, MARIAN J · 1986 to 2024
$9.3M
Natural History of Pre-diabetic Autoimmunity (DAISY)R37DK032493 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI REWERS, MARIAN J · 2001 to 2010
$8.0M
NIDDK NIH HHS P30 DK048520NIDDK NIH HHS R01 DK032493NIDDK NIH HHS R37 DK032493
6 · The paper itself

Abstract

backgroundType 1 diabetes is believed to be associated with early genetic and environmental stressors. Epigenetic age acceleration (EAA) is also associated with environmental stressors and the pathogenesis of many chronic diseases. This study explored longitudinal changes in EAA among individuals at high risk for type 1 diabetes.

methodsDNA methylation was measured longitudinally in subjects from the Diabetes Autoimmunity Study in the Young cohort, 2547 children born 1993-2006 at high risk for type 1 diabetes. Data were collected before and after islet autoimmunity (IA) seroconversion, a preclinical type 1 diabetes stage. EAA was estimated from DNA methylation using an epigenetic clock appropriate for pediatric blood samples. A linear mixed model was used to test for differences in EAA between 85 type 1 diabetes cases and 85 controls, before and after IA seroconversion.

resultsChange in EAA significantly differed between cases and controls (p=0.02). EAA significantly decreased in cases, from pre-IA to post-IA seroconversion by 0.367 units (95% CI -0.64 to 0.09, p=0.01), but not in controls (0.045, 95% CI 0.23 to 0.32, p=0.75).

conclusionThese results suggest that EAA occurs in children who develop type 1 diabetes prior to IA seroconversion, highlighting the potential role of early environmental stressors in disease pathogenesis.

Indexed as

AutoimmunityDiabetes Mellitus, Type 1DNA MethylationEpigenesis, GeneticAdolescentAge of OnsetCase-Control StudiesChildChild, PreschoolFemaleFollow-Up StudiesHumansLongitudinal StudiesMalePrognosisDiabetes Mellitus, Type 1Epidemiology

Identifiers

PMID41807018
PMCPMC12983902

What Socratic holds

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LicenceCC BY
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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 Socratic graph.