Epigenetic regulation of gene expression in cancer: techniques, resources and analysis

被引:85
|
作者
Kagohara, Luciane T. [1 ]
Stein-O'Brien, Genevieve L. [2 ]
Kelley, Dylan [3 ]
Flam, Emily [3 ]
Wick, Heather C. [4 ]
Danilova, Ludmila V. [5 ]
Easwaran, Hariharan [5 ]
Favorov, Alexander V. [6 ,7 ,8 ]
Qian, Jiang [9 ]
Gaykalova, Daria A. [3 ]
Fertig, Elana J. [1 ]
机构
[1] Johns Hopkins Univ, Dept Oncol, SKCCC, Baltimore, MD 21205 USA
[2] Johns Hopkins Med Sch, McKusick Nathans Inst Genet Med, Baltimore, MD USA
[3] Johns Hopkins Univ, Dept Otolaryngol, Baltimore, MD 21231 USA
[4] Johns Hopkins Univ, Sch Med, Inst Genet Med, Baltimore, MD 21231 USA
[5] Johns Hopkins Univ, SKCCC, Dept Oncol, Baltimore, MD 21231 USA
[6] Johns Hopkins Univ, SKCCC, Baltimore, MD 21231 USA
[7] VIGG RAS, Moscow, Russia
[8] GosNIIGenetika, Moscow, Russia
[9] Johns Hopkins Univ, Wilmer Eye Inst, Baltimore, MD 21218 USA
基金
美国国家卫生研究院;
关键词
epigenetics; cancer; bioinformatics; methylation; chromatin; data integration; DNA METHYLATION ANALYSIS; SINGLE-CELL; CHIP-SEQ; HIGH-THROUGHPUT; CHROMATIN-STRUCTURE; H3K27; METHYLATION; BINDING-PROTEINS; GENOME BROWSER; NONCODING RNA; CPG ISLANDS;
D O I
10.1093/bfgp/elx018
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Cancer is a complex disease, driven by aberrant activity in numerous signaling pathways in even individual malignant cells. Epigenetic changes are critical mediators of these functional changes that drive and maintain the malignant phenotype. Changes in DNA methylation, histone acetylation and methylation, noncoding RNAs, posttranslational modifications are all epigenetic drivers in cancer, independent of changes in the DNA sequence. These epigenetic alterations were once thought to be crucial only for the malignant phenotype maintenance. Now, epigenetic alterations are also recognized as critical for disrupting essential pathways that protect the cells from uncontrolled growth, longer survival and establishment in distant sites from the original tissue. In this review, we focus on DNA methylation and chromatin structure in cancer. The precise functional role of these alterations is an area of active research using emerging high-throughput approaches and bioinformatics analysis tools. Therefore, this review also describes these high-throughput measurement technologies, public domain databases for high-throughput epigenetic data in tumors and model systems and bioinformatics algorithms for their analysis. Advances in bioinformatics data that combine these epigenetic data with genomics data are essential to infer the function of specific epigenetic alterations in cancer. These integrative algorithms are also a focus of this review. Future studies using these emerging technologies will elucidate how alterations in the cancer epigenome cooperate with genetic aberrations during tumor initiation and progression. This deeper understanding is essential to future studies with epigenetics biomarkers and precision medicine using emerging epigenetic therapies.
引用
收藏
页码:49 / 63
页数:15
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