Department of Public Health, Academic Medical Center, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, The Netherlands.
Department of Clinical Genetics, Academic Medical Center, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, The Netherlands.
Clin Epigenetics. 2017 Sep 21;9:103. doi: 10.1186/s13148-017-0403-x. eCollection 2017.
Epigenome-wide association studies (EWAS) have identified DNA methylation loci involved in adiposity. However, EWAS on adiposity in sub-Saharan Africans are lacking despite the high burden of adiposity among African populations. We undertook an EWAS for anthropometric indices of adiposity among Ghanaians aiming to identify DNA methylation loci that are significantly associated.
The Illumina 450k DNA methylation array was used to profile DNA methylation in whole blood samples of 547 Ghanaians from the Research on Obesity and Diabetes among African Migrants (RODAM) study. Differentially methylated positions (DMPs) and differentially methylation regions (DMRs) were identified for BMI and obesity (BMI ≥ 30 kg/m), as well as for waist circumference (WC) and abdominal obesity (WC ≥ 102 cm in men, ≥88 cm in women). All analyses were adjusted for age, sex, blood cell distribution estimates, technical covariates, recruitment site and population stratification. We also did a replication study of previously reported EWAS loci for anthropometric indices in other populations.
We identified 18 DMPs for BMI and 23 for WC. For obesity and abdominal obesity, we identified three and one DMP, respectively. Fourteen DMPs overlapped between BMI and WC. DMP annotated to gene was the only DMP associated with all outcomes analysed, attributing to 6.1 and 5.6% of variance in obesity and abdominal obesity, respectively. DMP () and () were significantly associated with BMI, obesity and with WC and had not been reported by previous EWAS on adiposity.
This first EWAS for adiposity in Africans identified three epigenome-wide significant loci (, and ) for both general adiposity and abdominal adiposity. The findings are a first step in understanding the role of DNA methylation in adiposity among sub-Saharan Africans. Studies on other sub-Saharan African populations as well as translational studies are needed to determine the role of these DNA methylation variants in the high burden of adiposity among sub-Saharan Africans.
全基因组关联研究(EWAS)已经确定了与肥胖相关的 DNA 甲基化位点。然而,尽管非洲人群的肥胖负担很高,但撒哈拉以南非洲地区的肥胖症 EWAS 研究仍然缺乏。我们对加纳人的肥胖症进行了全基因组关联研究,旨在确定与肥胖症显著相关的 DNA 甲基化位点。
研究采用 Illumina 450k DNA 甲基化芯片对来自研究肥胖症和非洲移民糖尿病(RODAM)研究的 547 名加纳人的全血样本进行 DNA 甲基化分析。根据 BMI 和肥胖(BMI≥30kg/m)、腰围(WC)和腹部肥胖(男性 WC≥102cm,女性 WC≥88cm)的差异,确定了差异甲基化位置(DMPs)和差异甲基化区域(DMRs)。所有分析均调整了年龄、性别、血细胞分布估计值、技术协变量、招募地点和人群分层。我们还对其他人群中先前报道的与肥胖相关的 EWAS 位点进行了复制研究。
我们确定了 18 个与 BMI 相关的 DMP 和 23 个与 WC 相关的 DMP。对于肥胖和腹部肥胖,我们分别确定了 3 个和 1 个 DMP。在 BMI 和 WC 之间有 14 个 DMP 重叠。与所有分析结果相关的唯一 DMP 被注释为基因,分别解释了肥胖症和腹部肥胖症的 6.1%和 5.6%的方差。DMP()和()与 BMI、肥胖症以及 WC 显著相关,并且以前的肥胖症 EWAS 并未报道过这些 DMP。
这是首次在非洲人进行的肥胖症全基因组关联研究,确定了三个与一般肥胖和腹部肥胖症相关的全基因组关联研究(、和)。这些发现是了解撒哈拉以南非洲人群中 DNA 甲基化在肥胖症中的作用的第一步。需要对其他撒哈拉以南非洲人群进行研究和转化研究,以确定这些 DNA 甲基化变异在撒哈拉以南非洲人群中肥胖症高负担中的作用。