Department of Epidemiology and Biostatistics, Imperial College London, London, UK.
Section of Nutrition and Metabolism, International Agency for Research on Cancer (IARC), Lyon, France.
Int J Obes (Lond). 2018 Dec;42(12):2022-2035. doi: 10.1038/s41366-018-0064-7. Epub 2018 May 1.
Obesity is an established risk factor for several common chronic diseases such as breast and colorectal cancer, metabolic and cardiovascular diseases; however, the biological basis for these relationships is not fully understood. To explore the association of obesity with these conditions, we investigated peripheral blood leucocyte (PBL) DNA methylation markers for adiposity and their contribution to risk of incident breast and colorectal cancer and myocardial infarction.
DNA methylation profiles (Illumina Infinium HumanMethylation450 BeadChip) from 1941 individuals from four population-based European cohorts were analysed in relation to body mass index, waist circumference, waist-hip and waist-height ratio within a meta-analytical framework. In a subset of these individuals, data on genome-wide gene expression level, biomarkers of glucose and lipid metabolism were also available. Validation of methylation markers associated with all adiposity measures was performed in 358 individuals. Finally, we investigated the association of obesity-related methylation marks with breast, colorectal cancer and myocardial infarction within relevant subsets of the discovery population.
We identified 40 CpG loci with methylation levels associated with at least one adiposity measure. Of these, one CpG locus (cg06500161) in ABCG1 was associated with all four adiposity measures (P = 9.07×10 to 3.27×10) and lower transcriptional activity of the full-length isoform of ABCG1 (P = 6.00×10), higher triglyceride levels (P = 5.37×10) and higher triglycerides-to-HDL cholesterol ratio (P = 1.03×10). Of the 40 informative and obesity-related CpG loci, two (in IL2RB and FGF18) were significantly associated with colorectal cancer (inversely, P < 1.6×10) and one intergenic locus on chromosome 1 was inversely associated with myocardial infarction (P < 1.25×10), independently of obesity and established risk factors.
Our results suggest that epigenetic changes, in particular altered DNA methylation patterns, may be an intermediate biomarker at the intersection of obesity and obesity-related diseases, and could offer clues as to underlying biological mechanisms.
肥胖是多种常见慢性疾病的既定危险因素,如乳腺癌和结直肠癌、代谢和心血管疾病;然而,这些关系的生物学基础尚未完全阐明。为了探讨肥胖与这些疾病的关联,我们研究了外周血白细胞(PBL)中与肥胖相关的 DNA 甲基化标志物及其对乳腺癌和结直肠癌及心肌梗死发病风险的影响。
在一个荟萃分析框架内,对来自四个欧洲人群队列的 1941 名个体的 DNA 甲基化图谱(Illumina Infinium HumanMethylation450 BeadChip)进行了分析,以研究它们与体重指数、腰围、腰围-臀围比和腰围-身高比之间的关系。在这些个体的一部分中,还可获得关于全基因组基因表达水平和葡萄糖及脂质代谢生物标志物的数据。在 358 名个体中验证了与所有肥胖测量相关的甲基化标志物。最后,我们在发现人群的相关亚组中,研究了肥胖相关的甲基化标记与乳腺癌、结直肠癌和心肌梗死的关系。
我们鉴定了 40 个与至少一种肥胖测量相关的 CpG 位点。其中,位于 ABCG1 中的一个 CpG 位点(cg06500161)与所有四个肥胖测量指标均相关(P=9.07×10 至 3.27×10),并且与全长 ABCG1 异构体的转录活性降低(P=6.00×10)、甘油三酯水平升高(P=5.37×10)和甘油三酯与高密度脂蛋白胆固醇比值升高(P=1.03×10)相关。在 40 个信息丰富且与肥胖相关的 CpG 位点中,有两个(位于 IL2RB 和 FGF18 中)与结直肠癌显著相关(呈负相关,P<1.6×10),而位于 1 号染色体上的一个基因间位点与心肌梗死呈负相关(独立于肥胖和既定的危险因素,P<1.25×10)。
我们的研究结果表明,表观遗传变化,特别是 DNA 甲基化模式的改变,可能是肥胖和肥胖相关疾病相互作用的中间生物标志物,并可能为潜在的生物学机制提供线索。