Bell Rachel E, Golan Tamar, Sheinboim Danna, Malcov Hagar, Amar David, Salamon Avi, Liron Tamar, Gelfman Sahar, Gabet Yankel, Shamir Ron, Levy Carmit
Department of Human Genetics and Biochemistry, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel;
Blavatnik School of Computer Science, Tel Aviv University, Tel Aviv 69978, Israel;
Genome Res. 2016 May;26(5):601-11. doi: 10.1101/gr.197194.115. Epub 2016 Feb 23.
During development, enhancers play pivotal roles in regulating gene expression programs; however, their involvement in cancer progression has not been fully characterized. We performed an integrative analysis of DNA methylation, RNA-seq, and small RNA-seq profiles from thousands of patients, including 25 diverse primary malignances and seven body sites of metastatic melanoma. We found that enhancers are consistently the most differentially methylated regions (DMR) as cancer progresses from normal to primary tumors and then to metastases, compared to other genomic features. Remarkably, identification of enhancer DMRs (eDMRs) enabled classification of primary tumors according to physiological organ systems, and in metastasis eDMRs are the most correlated with patient outcome. To further understand the eDMR role in cancer progression, we developed a model to predict genes and microRNAs that are regulated by enhancer and not promotor methylation, which shows high accuracy with chromatin architecture methods and was experimentally validated. Interestingly, among all metastatic melanoma eDMRs, the most correlated with patient survival were eDMRs that "switched" their methylation patterns back and forth between normal, primary, and metastases and target cancer drivers, e.g., KIT We further demonstrated that eDMR target genes were modulated in melanoma by the bone metastasis microenvironment, suggesting that eDMRs respond to microenvironmental cues in metastatic niches. Our findings that aberrant methylation in cancer cells mostly affects enhancers, which contribute to tumor progression and cancer cell plasticity, will facilitate development of epigenetic anticancer approaches.
在发育过程中,增强子在调节基因表达程序中发挥着关键作用;然而,它们在癌症进展中的作用尚未得到充分阐明。我们对数千名患者的DNA甲基化、RNA测序和小RNA测序图谱进行了综合分析,其中包括25种不同的原发性恶性肿瘤和转移性黑色素瘤的7个身体部位。我们发现,与其他基因组特征相比,随着癌症从正常组织发展为原发性肿瘤,再发展为转移瘤,增强子始终是差异甲基化最显著的区域(DMR)。值得注意的是,增强子DMR(eDMR)的鉴定能够根据生理器官系统对原发性肿瘤进行分类,并且在转移瘤中,eDMR与患者预后的相关性最高。为了进一步了解eDMR在癌症进展中的作用,我们开发了一个模型来预测受增强子而非启动子甲基化调控的基因和 microRNA,该模型在染色质结构方法中显示出高准确性,并经过了实验验证。有趣的是,在所有转移性黑色素瘤的eDMR中,与患者生存最相关的是那些在正常组织、原发性肿瘤和转移瘤之间来回“切换”甲基化模式并靶向癌症驱动基因(如KIT)的eDMR。我们进一步证明,黑色素瘤中eDMR的靶基因受到骨转移微环境的调节,这表明eDMR对转移龛中的微环境信号有反应。我们的研究结果表明,癌细胞中的异常甲基化主要影响增强子,而增强子有助于肿瘤进展和癌细胞可塑性,这将促进表观遗传抗癌方法的发展。