Kuan Pei-Fen, Mi Zhongyuan, Georgopoulos Panos, Hashim Dana, Luft Benjamin J, Boffetta Paolo
Department of Applied Mathematics and Statistics.
Environmental and Occupational Health Sciences Institute, Rutgers University, Piscataway, New Jersey, USA.
Eur J Cancer Prev. 2019 May;28(3):225-233. doi: 10.1097/CEJ.0000000000000460.
DNA methylation has emerged as a promising target linking environmental exposures and cancer. The World Trade Center (WTC) responders sustained exposures to potential carcinogens, resulting in an increased risk of cancer. Previous studies of cancer risk in WTC-exposed responders were limited by the deficiency in quantitative and individual information on exposure to carcinogens. The current study introduces a new exposure-ranking index (ERI) for estimating cancer-related acute and chronic exposures, which aimed to improve the ability of future analyses to estimate cancer risk. An epigenome-wide association study based on DNA methylation and a weighted gene co-expression network analysis were carried out to identify cytosine-phosphate-guanosine (CpG) sites, modules of correlated CpG sites, and biological pathways associated with the new ERI. Methylation was profiled on blood samples using Illumina 450K Beadchip. No significant epigenome-wide association was found for ERI at a false discovery rate of 0.05. Several cancer-related pathways emerged in pathway analyses for the top ranking genes from epigenome-wide association study as well as enriched module from the weighted gene co-expression network analysis. The current study was the first DNA methylation study that aimed to identify methylation signature for cancer-related exposure in the WTC population. No CpG sites survived multiple testings adjustment. However, enriched gene sets involved in cancer, were identified in both acute and chronic ERIs, supporting the view that multiple genes play a role in this complex exposure.
DNA甲基化已成为连接环境暴露与癌症的一个有前景的靶点。世贸中心(WTC)的应急响应人员持续暴露于潜在致癌物中,导致患癌风险增加。先前关于WTC暴露应急响应人员癌症风险的研究因缺乏致癌物暴露的定量和个体信息而受到限制。当前研究引入了一种新的暴露排名指数(ERI)来估计与癌症相关的急性和慢性暴露,旨在提高未来分析估计癌症风险的能力。开展了一项基于DNA甲基化的全表观基因组关联研究以及加权基因共表达网络分析,以识别与新ERI相关的胞嘧啶-磷酸-鸟嘌呤(CpG)位点、相关CpG位点模块和生物途径。使用Illumina 450K Beadchip对血液样本进行甲基化分析。在错误发现率为0.05时,未发现ERI有显著的全表观基因组关联。在全表观基因组关联研究中排名靠前的基因以及加权基因共表达网络分析中富集的模块的通路分析中出现了几条与癌症相关的通路。当前研究是第一项旨在识别WTC人群中与癌症相关暴露的甲基化特征的DNA甲基化研究。没有CpG位点在多次检验校正后仍显著。然而,在急性和慢性ERI中均鉴定出了与癌症相关的富集基因集,支持了多个基因在这种复杂暴露中起作用的观点。