Evidence map›Paper›PMID 41741442›Full record

ArticleNature communications2026

Evolving epigenomics of immune cells at single-nucleus resolution in children en route to type 1 diabetes.

Tomi Pastinen, Elin Grundberg, Todd Bradley, Jarno Honkanen, Warren A Cheung, Arja Vuorela, Jeffrey J Johnston, Byunggil Yoo, Santosh Khanal, Rebecca McLennan and 4 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Tomi PastinenGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA. tpastinen@cmh.edu.ORCID http://orcid.org/0000-0003-4016-5021
Elin GrundbergGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA.ORCID http://orcid.org/0000-0001-5415-7896
Todd BradleyGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA.ORCID http://orcid.org/0000-0002-1601-631X
Jarno HonkanenResearch Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Warren A CheungGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA.ORCID http://orcid.org/0000-0003-0267-7464
Arja VuorelaResearch Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0001-9987-1903
Jeffrey J JohnstonGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA.ORCID http://orcid.org/0000-0002-8962-6186
Byunggil YooGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA.
Santosh KhanalGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA.
Rebecca McLennanGenomic Medicine Center, Children's Mercy Kansas City and Children's Mercy Research Institute, Kansas City, MO, USA.ORCID http://orcid.org/0000-0002-0582-3220
Jorma IlonenImmunogenetics Laboratory, Institute of Biomedicine, University of Turku, Turku, Finland.
Outi VaaralaOrion Pharma, Espoo, Finland.
Jeffrey P KrischerHealth Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA.
Mikael KnipResearch Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland. mikael.knip@helsinki.fi.ORCID http://orcid.org/0000-0003-0474-0033

Funding

Academy of Finland (Suomen Akatemia) 350455Children's Mercy Hospital (Children's Mercy Kansas City) Fred and Dee Lyons Endowed Chair
6 · The paper itself

Abstract

The appearance of diabetes-associated autoantibodies is the first detectable sign of the disease process leading to type 1 diabetes (T1D). Evidence suggests that T1D is a heterogenous disease, where the type of antibodies first formed implies subtypes. Here, we leverage longitudinal samples collected from 98 European TRIGR participants (49 children who subsequently presented with T1D, and 49 matched controls), and profile single-cell epigenomics at different time points of disease development. Quantitation of cell and nuclei populations, complemented by analysis of transcriptome and open-chromatin states, indicates robust, early, replicable monocyte lineage differences between cases and controls, suggesting the early emergence of heightened pro-inflammatory cytokine secretion among cases. The order of autoantibody emergence in cases shows variation across lymphoid and myeloid cells, potentially indicating divergence in the cellular immune response. The strong monocytic lineage representation in peripheral blood immune cells before seroconversion and the weaker differential coordination of these gene networks close to clinical diagnosis emphasize the importance of early life as a critical phase in T1D development.

Indexed as

Cell NucleusDiabetes Mellitus, Type 1EpigenomicsAdolescentAutoantibodiesCase-Control StudiesChildChild, PreschoolEpigenesis, GeneticFemaleHumansLongitudinal StudiesMaleMonocytesMyeloid CellsSingle-Cell AnalysisAutoantibodies

Identifiers

PMID41741442
PMCPMC13046956

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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 OpenQuestion graph.