Evidence map›Paper›PMID 40266295›Full record

ArticleDiabetologia2025

DNA methylation and 28 year incidence of two neuropathy phenotypes in type 1 diabetes: the Pittsburgh Epidemiology of Diabetes Complications cohort study.

Jiayi Zhou, Josyf C Mychaleckyj, Suna Onengut-Gumuscu, Trevor J Orchard, Tina Costacou, Rachel G Miller

Abstract read
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Article in Diabetologia, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Jiayi ZhouDepartment of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA.ORCID http://orcid.org/0000-0001-8865-3070
Josyf C MychaleckyjCenter for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.ORCID http://orcid.org/0000-0003-2595-0005
Suna Onengut-GumuscuCenter for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.ORCID http://orcid.org/0000-0002-6563-8334
Trevor J OrchardDepartment of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA.ORCID http://orcid.org/0000-0001-9552-3215
Tina CostacouDepartment of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA.ORCID http://orcid.org/0000-0001-9303-3810
Rachel G MillerDepartment of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA. MillerR@edc.pitt.edu.ORCID http://orcid.org/0000-0003-1845-8477

Funding

EPIDEMIOLOGY OF DIABETIC COMPLICATIONS--PHASE IIR01DK034818 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI COSTACOU, TINA · 1986 to 2019
$5.6M
Examining Susceptibility and Resistance Phenotypes to Enhance Understanding of the Genetic Basis of Major Coronary Artery Disease in Type 1 DiabetesR01HL161879 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Rachel Grace Miller · 2022 to 2026
$2.3M
American Diabetes Association 1-19-JDF-109NHLBI NIH HHS R01 HL161879NIDDK NIH HHS R01 DK034818NIDDK NIH HHS R01-DK034818
6 · The paper itself

Abstract

aims/hypothesisDiabetic peripheral neuropathy (DPN) and neuropathic pain (NP) are common complications of type 1 diabetes that can greatly affect quality of life. Studying DNA methylation (DNAm) may help identify potential therapeutic targets; however, epigenome-wide association studies (EWAS) of DPN and NP are lacking. We thus performed prospective EWAS of 28 year DPN and NP incidence in the Pittsburgh Epidemiology of Diabetes Complications (EDC) study of childhood-onset (<17 years) type 1 diabetes.

methodsDPN was defined as two or more of the following criteria: symptoms consistent with DPN; decreased tendon reflexes; or abnormal sensory examination. NP was reported as burning, aching or stabbing pain in the feet during an EDC examination or on the Michigan Neuropathy Screening Instrument (MNSI). The time of the first available blood-derived DNA specimen collected between 1988-1998 was considered the analytic 'baseline' (mean age 27 years; diabetes duration 19 years). After quality control, DNAm (EPIC array) at 683,597 CpGs was analysed in Cox models for time-to-DPN in 282 individuals free of DPN at baseline and time to NP in 365 individuals free of NP at baseline. False discovery rate (FDR) <0.05 was considered statistically significant. We also identified differentially methylated regions (DMRs), functional interaction networks and genetic variants associated with DNAm (methylation quantitative trait loci [meQTLs]), and performed Mendelian randomisation (MR) to assess evidence of causality.

resultsOver 28 years, 154 individuals (54.6%) developed DPN and 148 (40.5%) developed NP. Greater methylation at three CpGs was significantly associated (FDR≤0.05) with reduced hazard of DPN: cg06163904 (CHMP6); cg10835127 (CACNA1B); and cg18945945 (PKNOX1). CpG associations with DPN remained similar after adjustment for clinical risk factors. We identified 75 meQTLs for cg18945945 in the PKNOX1 region, 59 of which were validated in an external diabetes cohort. One-sample MR provided nominal evidence for a potentially causal association between cg18945945 and DPN (p=0.01). While no individual CpGs were significantly associated with NP, there were 49 NP-associated DMRs. CONCLUSIONS/

interpretationOur study identified associations between DNAm and 28 year incidence of DPN and NP at several biologically plausible loci. Most notably, we identified a novel association between DNAm of PKNOX1 and future DPN, including evidence of a genetic influence on PKNOX1 methylation that was validated in an external diabetes cohort. PKNOX1 has previously been implicated in drug-induced neuropathy; our results provide strong evidence that epigenetic regulation of PKNOX1 may also play a functional role in the development of diabetic neuropathy. Our results suggest that epigenetic modification of the identified loci warrants further study to inform potential targets for prevention of DPN.

Indexed as

Diabetes Mellitus, Type 1Diabetic NeuropathiesDNA MethylationAdolescentAdultChildCohort StudiesFemaleGenome-Wide Association StudyHumansIncidenceMalePhenotypeProspective StudiesYoung AdultCohort studyDiabetic peripheral neuropathyDNA methylationEpigeneticsEpigenome-wide association studyNeuropathic painProspectiveType 1 diabetes

Identifiers

PMID40266295
PMCPMC12766922

What OpenQuestion holds

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LicenceTDM
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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.