Long Mark D, Smiraglia Dominic J, Campbell Moray J
Department of Cancer Genetics, Roswell Park Cancer Institute, Buffalo, NY 14263, USA.
College of Pharmacy, Pharmaceutics and Pharmaceutical Chemistry, 536 Parks Hall, 500 West 12th Ave., The Ohio State University, Columbus, OH 43210, USA.
Biomolecules. 2017 Feb 14;7(1):15. doi: 10.3390/biom7010015.
The process of DNA CpG methylation has been extensively investigated for over 50 years and revealed associations between changing methylation status of CpG islands and gene expression. As a result, DNA CpG methylation is implicated in the control of gene expression in developmental and homeostasis processes, as well as being a cancer-driver mechanism. The development of genome-wide technologies and sophisticated statistical analytical approaches has ushered in an era of widespread analyses, for example in the cancer arena, of the relationships between altered DNA CpG methylation, gene expression, and tumor status. The remarkable increase in the volume of such genomic data, for example, through investigators from the Cancer Genome Atlas (TCGA), has allowed dissection of the relationships between DNA CpG methylation density and distribution, gene expression, and tumor outcome. In this manner, it is now possible to test that the genome-wide correlations are measurable between changes in DNA CpG methylation and gene expression. Perhaps surprisingly is that these associations can only be detected for hundreds, but not thousands, of genes, and the direction of the correlations are both positive and negative. This, perhaps, suggests that CpG methylation events in cancer systems can act as disease drivers but the effects are possibly more restricted than suspected. Additionally, the positive and negative correlations suggest direct and indirect events and an incomplete understanding. Within the prostate cancer TCGA cohort, we examined the relationships between expression of genes that control DNA methylation, known targets of DNA methylation and tumor status. This revealed that genes that control the synthesis of -adenosyl-l-methionine (SAM) associate with altered expression of DNA methylation targets in a subset of aggressive tumors.
DNA CpG甲基化过程已被广泛研究了50多年,揭示了CpG岛甲基化状态变化与基因表达之间的关联。因此,DNA CpG甲基化参与了发育和稳态过程中的基因表达调控,也是一种癌症驱动机制。全基因组技术和复杂统计分析方法的发展开启了一个广泛分析的时代,例如在癌症领域,分析DNA CpG甲基化改变、基因表达和肿瘤状态之间的关系。此类基因组数据量的显著增加,例如通过癌症基因组图谱(TCGA)的研究人员获得的数据,使得人们能够剖析DNA CpG甲基化密度和分布、基因表达与肿瘤结局之间的关系。通过这种方式,现在可以检验DNA CpG甲基化变化与基因表达之间的全基因组相关性是可测量的。也许令人惊讶的是,这些关联仅在数百个而非数千个基因中被检测到,且相关性方向既有正向也有负向。这或许表明,癌症系统中的CpG甲基化事件可作为疾病驱动因素,但其影响可能比预期的更具局限性。此外,正负相关性表明存在直接和间接事件,且我们对此的理解并不完整。在前列腺癌TCGA队列中,我们研究了控制DNA甲基化的基因表达、DNA甲基化的已知靶点与肿瘤状态之间的关系。这表明,在一部分侵袭性肿瘤中,控制S-腺苷-L-甲硫氨酸(SAM)合成的基因与DNA甲基化靶点的表达改变有关。