Department of Public Health, Amsterdam Public Health Research Institute, Academic Medical Center, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
Department of Clinical Genetics, Research Institute for Reproduction and Development, Academic Medical Center, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
Int J Epidemiol. 2019 Feb 1;48(1):58-70. doi: 10.1093/ije/dyy171.
Type 2 diabetes (T2D) results from a complex interplay between genetics and the environment. Several epigenome-wide association studies (EWAS) have found DNA methylation loci associated with T2D in European populations. However, data from African populations are lacking. We undertook the first EWAS for T2D among sub-Saharan Africans, aiming at identifying ubiquitous and novel DNA methylation loci associated with T2D.
The Illumina 450k DNA-methylation array was used on whole blood samples of 713 Ghanaian participants (256 with T2D, 457 controls) from the cross-sectional Research on Obesity and Diabetes among African Migrants (RODAM) study. Differentially methylated positions (DMPs) for T2D and HbA1c were identified through linear regression analysis adjusted for age, sex, estimated cell counts, hybridization batch, array position and body mass index (BMI). We also did a candidate analysis of previously reported EWAS loci for T2D in non-African populations, identified through a systematic literature search.
Four DMPs [cg19693031 (TXNIP), cg04816311 (C7orf50), cg00574958 (CPT1A), cg07988171 (TPM4)] were associated with T2D after correction for inflation by possible systematic biases. The most strongly associated DMP-cg19693031, TXNIP (P = 2.6E-19) -showed hypomethylation in T2D cases compared with controls. Two out of the four DMPs [cg19693031 (TXNIP), cg04816311 (C7orf50)] remained associated with T2D after adjustment for BMI, and one locus [cg07988171 (TPM4)] that has not been reported previously.
In this first EWAS for T2D in sub-Saharan Africans, we have identified four DMPs at epigenome-wide level, one of which is novel. These findings provide insight into the epigenetic loci that underlie the burden of T2D in sub-Saharan Africans.
2 型糖尿病(T2D)是由遗传和环境之间的复杂相互作用引起的。几项全基因组关联研究(EWAS)发现了与欧洲人群 T2D 相关的 DNA 甲基化位点。然而,非洲人群的数据却缺乏。我们进行了撒哈拉以南非洲人群 T2D 的首次 EWAS,旨在确定与 T2D 相关的普遍存在和新的 DNA 甲基化位点。
在横断面研究肥胖与非洲移民糖尿病(RODAM)中,使用 Illumina 450k DNA 甲基化阵列对 713 名加纳参与者(256 名 T2D,457 名对照)的全血样本进行了分析。通过线性回归分析,调整年龄、性别、估计细胞计数、杂交批次、阵列位置和体重指数(BMI),确定 T2D 和 HbA1c 的差异甲基化位置(DMP)。我们还对非非洲人群中已报道的 T2D EWAS 位点进行了候选分析,通过系统文献检索确定。
四个 DMP [cg19693031(TXNIP)、cg04816311(C7orf50)、cg00574958(CPT1A)、cg07988171(TPM4)]与 T2D 相关,在纠正可能存在的系统偏差引起的膨胀后。与对照组相比,与 T2D 最相关的 DMP-cg19693031、TXNIP(P=2.6E-19)表现出低甲基化。在调整 BMI 后,四个 DMP 中有两个[cg19693031(TXNIP)、cg04816311(C7orf50)]与 T2D 相关,一个先前未报道的位置[cg07988171(TPM4)]。
在撒哈拉以南非洲人群中进行的首次 T2D EWAS 中,我们在全基因组水平上确定了四个 DMP,其中一个是新的。这些发现为理解撒哈拉以南非洲人群 T2D 负担的表观遗传位点提供了线索。