Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA.
Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA.
Epigenetics. 2021 Aug;16(8):862-875. doi: 10.1080/15592294.2020.1827717. Epub 2020 Oct 26.
Target organ damage (TOD) manifests as vascular injuries in the body organ systems associated with long-standing hypertension. DNA methylation in peripheral blood leukocytes can capture inflammatory processes and gene expression changes underlying TOD. We investigated the association between epigenome-wide DNA methylation and five measures of TOD (estimated glomerular filtration rate (eGFR), urinary albumin-creatinine ratio (UACR), left ventricular mass index (LVMI), relative wall thickness (RWT), and white matter hyperintensity (WMH)) in 961 African Americans from hypertensive sibships. A multivariate (multi-trait) model of eGFR, UACR, LVMI, and RWT identified seven CpGs associated with at least one of the traits (cg21134922, cg04816311 near , cg09155024, cg10254690 near , cg07660512, cg12661888 near , and cg02264946 near ) at FDR q < 0.1. Adjusting for blood pressure, body mass index, and type 2 diabetes attenuated the association for four CpGs. DNA methylation was associated with -gene expression for some CpGs, but no significant mediation by gene expression was detected. Mendelian randomization analyses suggested causality between three CpGs and eGFR (cg04816311, cg10254690, and cg07660512). We also assessed whether the identified CpGs were associated with TOD in 614 African Americans in the Hypertension Genetic Epidemiology Network (HyperGEN) study. Out of three CpGs available for replication, cg04816311 was significantly associated with eGFR (p = 0.0003), LVMI (p = 0.0003), and RWT (p = 0.002). This study found evidence of an association between DNA methylation and TOD in African Americans and highlights the utility of using a multivariate-based model that leverages information across related traits in epigenome-wide association studies.
靶器官损伤(TOD)表现为与长期高血压相关的身体器官系统中的血管损伤。外周血白细胞中的 DNA 甲基化可以捕捉炎症过程和 TOD 相关的基因表达变化。我们在高血压同胞的 961 名非裔美国人中,研究了全基因组 DNA 甲基化与 TOD 的五个指标(估计肾小球滤过率(eGFR)、尿白蛋白/肌酐比(UACR)、左心室质量指数(LVMI)、相对壁厚度(RWT)和脑白质高信号(WMH))之间的关联。eGFR、UACR、LVMI 和 RWT 的多变量(多特征)模型确定了七个与至少一个特征相关的 CpG(cg21134922、cg04816311 附近、cg09155024、cg10254690 附近、cg07660512、cg12661888 附近和 cg02264946 附近),在 FDR q < 0.1 时达到显著水平。调整血压、体重指数和 2 型糖尿病后,四个 CpG 的相关性减弱。一些 CpG 与 -基因表达相关,但未检测到基因表达的显著中介作用。孟德尔随机化分析表明,三个 CpG 与 eGFR(cg04816311、cg10254690 和 cg07660512)之间存在因果关系。我们还评估了在高血压遗传流行病学网络(HyperGEN)研究中,614 名非裔美国人中确定的 CpG 是否与 TOD 相关。在可复制的三个 CpG 中,cg04816311 与 eGFR(p = 0.0003)、LVMI(p = 0.0003)和 RWT(p = 0.002)显著相关。这项研究在非裔美国人中发现了 DNA 甲基化与 TOD 之间存在关联的证据,并强调了在全基因组关联研究中使用基于多变量的模型来利用相关特征之间的信息的有效性。