Evidence map›Paper›PMID 40341532›Full record

ArticleScientific reports2025

CpG methylation changes associated with hyperglycemia in type 1 diabetes occur at angiogenic glomerular and retinal gene loci.

Xiaojian Shao, Sophie Le Fur, Warren Cheung, Marie-Pierre Belot, Kevin Perge, Natacha Bouhours-Nouet, Candace Bensignor, Lucie Levaillant, Bing Ge, Tony Kwan and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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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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

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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.

Xiaojian ShaoDigital Technologies Research Center, National Research Council Canada, Ottawa, ON, K1A 0R6, Canada. Xiaojian.Shao@nrc-cnrc.gc.ca.
Sophie Le FurGroupe d'Études Diabète-Obésité-Croissance, Assoc1901, Chaville, 92370, France.
Warren CheungGenomic Medicine Center, Children's Mercy - Kansas City and Children's Mercy Research Institute, Kansas City, MO, 64108, USA.
Marie-Pierre BelotGroupe d'Études Diabète-Obésité-Croissance, Assoc1901, Chaville, 92370, France.
Kevin PergeEndocrinologie Pédiatrique, Hôpital Mère Enfant, 69677, Lyon, Bron, France.
Natacha Bouhours-NouetEndocrinologie et diabétologie pédiatriques , Hôpital universitaire, Angers Cedex 9, 49933, France.
Candace BensignorCHU Dijon Bourgogne, Hôpital d'Enfants, Dijon, 21000, France.
Lucie LevaillantEndocrinologie et diabétologie pédiatriques , Hôpital universitaire, Angers Cedex 9, 49933, France.
Bing GeDepartment of Human Genetics, McGill University and McGill Genome Center, Montreal, QC, H3A 0G1, Canada.
Tony KwanDepartment of Human Genetics, McGill University and McGill Genome Center, Montreal, QC, H3A 0G1, Canada.
Mark LathropDepartment of Human Genetics, McGill University and McGill Genome Center, Montreal, QC, H3A 0G1, Canada.
Tomi PastinenGenomic Medicine Center, Children's Mercy - Kansas City and Children's Mercy Research Institute, Kansas City, MO, 64108, USA.
Pierre BougnèresGroupe d'Études Diabète-Obésité-Croissance, Assoc1901, Chaville, 92370, France. pierre@bougneres.fr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic hyperglycemia is a major risk factor for glomerular or retinal microangiopathy and cardiovascular complications of type 1 diabetes (T1D). At the interface of genetics and environment, dynamic epigenetic changes associated with hyperglycemia may unravel some of the mechanisms contributing to these T1D complications. In this study, blood samples were collected from 112 young patients at T1D diagnosis and 3 years later in average. Whole genome-wide bisulfite sequencing was used to measure blood DNA methylation changes of about 28 million CpGs at single base resolution over this time. Chronic hyperglycemia was estimated every 3-4 months by HbA1c measurement. Linear regressions with adjustment to age, sex, treatment duration, blood proportions and batch effects were employed to characterize the relationships between the dynamic changes of DNA methylation and average HbA1c levels. We identified that longitudinal DNA methylation changes at 815 CpGs (with suggestive p-value threshold of 1e-4) were associated with average HbA1c. Most of them (> 98%) were located outside of the promoter regions and were enriched in CpG island shores and multiple immune cell type specific accessible chromatin regions. Among the 36 more strongly associated loci (p-value < 5e-6), 16 were harbouring genes or non-coding sequences involved in angiogenesis regulation, glomerular and retinal vascularization or development, or coronary disease. Our findings support the identification of new genomic sites where CpG methylation associated with hyperglycemia may contribute to long-term complications of T1D, shedding light on potential mechanisms for further exploration.

Indexed as

CpG IslandsDiabetes Mellitus, Type 1DNA MethylationHyperglycemiaKidney GlomerulusRetinaAdolescentAdultChildEpigenesis, GeneticFemaleGenetic LociGlycated HemoglobinHumansMaleYoung AdultGlycated Hemoglobinhemoglobin A1c protein, humanAngiogenesisCpG methylationHyperglycemiaType 1 diabetes complications

Identifiers

PMID40341532
PMCPMC12062505

What Socratic holds

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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.