Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA.
Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA; Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY, USA.
Environ Int. 2024 Sep;191:108955. doi: 10.1016/j.envint.2024.108955. Epub 2024 Aug 14.
Selenium (Se) is an essential nutrient linked to adverse health endpoints at low and high levels. The mechanisms behind these relationships remain unclear and there is a need to further understand the epigenetic impacts of Se and their relationship to disease. We investigated the association between urinary Se levels and DNA methylation (DNAm) in the Strong Heart Study (SHS), a prospective study of cardiovascular disease (CVD) among American Indians adults.
Selenium concentrations were measured in urine (collected in 1989-1991) using inductively coupled plasma mass spectrometry among 1,357 participants free of CVD and diabetes. DNAm in whole blood was measured cross-sectionally using the Illumina MethylationEPIC BeadChip (850 K) Array. We used epigenome-wide robust linear regressions and elastic net to identify differentially methylated cytosine-guanine dinucleotide (CpG) sites associated with urinary Se levels.
The mean (standard deviation) urinary Se concentration was 51.8 (25.1) μg/g creatinine. Across 788,368 CpG sites, five differentially methylated positions (DMP) (hypermethylated: cg00163554, cg18212762, cg11270656, and hypomethylated: cg25194720, cg00886293) were significantly associated with Se in linear regressions after accounting for multiple comparisons (false discovery rate p-value: 0.10). The top hypermethylated DMP (cg00163554) was annotated to the Disco Interacting Protein 2 Homolog C (DIP2C) gene, which relates to transcription factor binding. Elastic net models selected 425 hypo- and hyper-methylated DMPs associated with urinary Se, including three sites (cg00163554 [DIP2C], cg18212762 [MAP4K2], cg11270656 [GPIHBP1]) identified in linear regressions.
Urinary Se was associated with minimal changes in DNAm in adults from American Indian communities across the Southwest and the Great Plains in the United States, suggesting that other mechanisms may be driving health impacts. Future analyses should explore other mechanistic biomarkers in human populations, determine these relationships prospectively, and investigate the potential role of differentially methylated sites with disease endpoints.
硒(Se)是一种必需的营养物质,在低水平和高水平时都与不良健康终点有关。这些关系背后的机制仍不清楚,因此需要进一步了解 Se 的表观遗传影响及其与疾病的关系。我们调查了美国印第安人成年人心血管疾病(CVD)的前瞻性研究——“强壮心脏研究”(SHS)中尿硒水平与 DNA 甲基化(DNAm)之间的关系。
在无 CVD 和糖尿病的 1357 名参与者中,使用电感耦合等离子体质谱法(inductively coupled plasma mass spectrometry)测量了 1989-1991 年收集的尿液中的硒浓度。使用 Illumina MethylationEPIC BeadChip(850K)阵列通过全血进行 DNAm 的横断面测量。我们使用表观基因组广泛稳健线性回归和弹性网络来识别与尿硒水平相关的差异甲基化胞嘧啶-鸟嘌呤二核苷酸(CpG)位点。
尿硒浓度的平均值(标准差)为 51.8(25.1)μg/g 肌酐。在 788368 个 CpG 位点中,线性回归分析发现 5 个差异甲基化位置(DMP)(高甲基化:cg00163554、cg18212762、cg11270656 和低甲基化:cg25194720、cg00886293)与 Se 显著相关,在考虑了多次比较后(错误发现率 p 值:0.10)。高甲基化 DMP 的顶端(cg00163554)被注释为 Disco 相互作用蛋白 2 同源物 C(DIP2C)基因,该基因与转录因子结合有关。弹性网络模型选择了 425 个与尿硒相关的低甲基化和高甲基化 DMP,包括线性回归中鉴定的三个位点(cg00163554[DIP2C]、cg18212762[MAP4K2]、cg11270656[GPIHBP1])。
美国西南部和大平原地区的美国印第安人社区成年人的尿硒与 DNAm 的微小变化有关,这表明可能存在其他机制在驱动健康影响。未来的分析应该在人类群体中探索其他机制生物标志物,前瞻性地确定这些关系,并研究差异甲基化位点与疾病终点的潜在作用。