1型糖尿病中DNA甲基化和28年两种神经病变表型的发病率:糖尿病并发症的匹兹堡流行病学队列研究

IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Jiayi Zhou, Josyf C. Mychaleckyj, Suna Onengut-Gumuscu, Trevor J. Orchard, Tina Costacou, Rachel G. Miller
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引用次数: 0

摘要

目的/假设糖尿病周围神经病变(DPN)和神经性疼痛(NP)是1型糖尿病的常见并发症,可极大地影响生活质量。研究DNA甲基化(DNAm)可能有助于确定潜在的治疗靶点;然而,DPN和NP的全表观基因组关联研究(EWAS)缺乏。因此,我们在匹兹堡糖尿病并发症流行病学(EDC)研究中对儿童期发病(17岁)1型糖尿病的28年DPN和NP发生率进行了前瞻性EWAS。方法满足以下两个或两个以上标准定义dppn:症状符合DPN;肌腱反射减少;或感觉检查异常。在EDC检查或密歇根神经病变筛查仪(MNSI)中,NP被报告为足部灼烧、疼痛或刺痛。1988-1998年间首次采集血液来源DNA标本的时间被认为是分析的“基线”(平均年龄27岁;糖尿病病程19年)。在质量控制后,用Cox模型分析683,597个CpGs的DNAm (EPIC阵列),分析282个基线时无DPN的个体到DPN的时间和365个基线时无NP的个体到NP的时间。错误发现率(FDR) <;0.05被认为具有统计学意义。我们还鉴定了差异甲基化区域(DMRs)、功能相互作用网络和与DNAm(甲基化数量性状位点[meQTLs])相关的遗传变异,并进行了孟德尔随机化(MR)来评估因果关系的证据。结果28年间,154例(54.6%)发生DPN, 148例(40.5%)发生NP。3个CpGs位点的高甲基化与DPN风险降低显著相关(FDR≤0.05):cg06163904;cg10835127 (CACNA1B);cg18945945 (PKNOX1)。在调整临床危险因素后,CpG与DPN的相关性仍然相似。我们在PKNOX1区域鉴定了75个cg18945945的meqtl,其中59个在外部糖尿病队列中得到了验证。单样本MR提供了cg18945945和DPN之间潜在因果关系的名义证据(p=0.01)。虽然没有单个cpg与NP显著相关,但有49个NP相关的DMRs。结论/解释:我们的研究在几个生物学上合理的位点上确定了DNAm与28年DPN和NP发病率之间的关联。最值得注意的是,我们确定了PKNOX1的dna与未来DPN之间的新关联,包括在外部糖尿病队列中验证的PKNOX1甲基化的遗传影响的证据。PKNOX1先前与药物性神经病变有关;我们的研究结果提供了强有力的证据,表明PKNOX1的表观遗传调控也可能在糖尿病神经病变的发展中发挥功能作用。我们的研究结果表明,鉴定位点的表观遗传修饰值得进一步研究,以告知预防DPN的潜在靶点。图形抽象
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DNA methylation and 28 year incidence of two neuropathy phenotypes in type 1 diabetes: the Pittsburgh Epidemiology of Diabetes Complications cohort study

Aims/hypothesis

Diabetic 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.

Methods

DPN 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.

Results

Over 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/interpretation

Our 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.

Graphical Abstract

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来源期刊
Diabetologia
Diabetologia 医学-内分泌学与代谢
CiteScore
18.10
自引率
2.40%
发文量
193
审稿时长
1 months
期刊介绍: Diabetologia, the authoritative journal dedicated to diabetes research, holds high visibility through society membership, libraries, and social media. As the official journal of the European Association for the Study of Diabetes, it is ranked in the top quartile of the 2019 JCR Impact Factors in the Endocrinology & Metabolism category. The journal boasts dedicated and expert editorial teams committed to supporting authors throughout the peer review process.
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