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血清 GDF15 和 NT-proBNP 水平的 DNAm 评分与一系列影响身体和大脑的特征相关。

DNAm scores for serum GDF15 and NT-proBNP levels associate with a range of traits affecting the body and brain.

机构信息

Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.

Division of Psychiatry, Royal Edinburgh Hospital, University of Edinburgh, Edinburgh, UK.

出版信息

Clin Epigenetics. 2024 Sep 10;16(1):124. doi: 10.1186/s13148-024-01734-7.

Abstract

BACKGROUND

Plasma growth differentiation factor 15 (GDF15) and N-terminal proB-type natriuretic peptide (NT-proBNP) are cardiovascular biomarkers that associate with a range of diseases. Epigenetic scores (EpiScores) for GDF15 and NT-proBNP may provide new routes for risk stratification.

RESULTS

In the Generation Scotland cohort (N ≥ 16,963), GDF15 levels were associated with incident dementia, ischaemic stroke and type 2 diabetes, whereas NT-proBNP levels were associated with incident ischaemic heart disease, ischaemic stroke and type 2 diabetes (all P < 0.05). Bayesian epigenome-wide association studies (EWAS) identified 12 and 4 DNA methylation (DNAm) CpG sites associated (Posterior Inclusion Probability [PIP] > 95%) with levels of GDF15 and NT-proBNP, respectively. EpiScores for GDF15 and NT-proBNP were trained in a subset of the population. The GDF15 EpiScore replicated protein associations with incident dementia, type 2 diabetes and ischaemic stroke in the Generation Scotland test set (hazard ratios (HR) range 1.36-1.41, P < 0.05). The EpiScore for NT-proBNP replicated the protein association with type 2 diabetes, but failed to replicate an association with ischaemic stroke. EpiScores explained comparable variance in protein levels across both the Generation Scotland test set and the external LBC1936 test cohort (R range of 5.7-12.2%). In LBC1936, both EpiScores were associated with indicators of poorer brain health. Neither EpiScore was associated with incident dementia in the LBC1936 population.

CONCLUSIONS

EpiScores for serum levels of GDF15 and Nt-proBNP associate with body and brain health traits. These EpiScores are provided as potential tools for disease risk stratification.

摘要

背景

血浆生长分化因子 15(GDF15)和 N 端脑利钠肽前体(NT-proBNP)是与多种疾病相关的心血管生物标志物。GDF15 和 NT-proBNP 的表观遗传评分(EpiScores)可能为风险分层提供新途径。

结果

在苏格兰一代队列中(N≥16963),GDF15 水平与痴呆、缺血性中风和 2 型糖尿病的发病相关,而 NT-proBNP 水平与缺血性心脏病、缺血性中风和 2 型糖尿病的发病相关(均 P<0.05)。贝叶斯全基因组关联研究(EWAS)鉴定出 12 个和 4 个与 GDF15 和 NT-proBNP 水平相关(后验纳入概率 [PIP]>95%)的 DNA 甲基化(DNAm)CpG 位点。GDF15 和 NT-proBNP 的 EpiScores 是在人群的一个子集中进行训练的。GDF15 EpiScore 复制了蛋白质与苏格兰一代测试集中的痴呆、2 型糖尿病和缺血性中风发病的关联(风险比 [HR]范围 1.36-1.41,P<0.05)。NT-proBNP 的 EpiScore 复制了与 2 型糖尿病的蛋白关联,但未能复制与缺血性中风的关联。EpiScores 解释了蛋白质水平在苏格兰一代测试集和外部 LBC1936 测试队列中具有可比性的方差(R 范围为 5.7-12.2%)。在 LBC1936 中,两个 EpiScore 都与大脑健康指标有关。在 LBC1936 人群中,这两个 EpiScore 均与痴呆发病无关。

结论

血清 GDF15 和 Nt-proBNP 的 EpiScores 与身体和大脑健康特征相关。这些 EpiScores 可作为疾病风险分层的潜在工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e17/11389299/5e33bfc0b1f7/13148_2024_1734_Fig1_HTML.jpg

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