A method for finding novel associations between genome-wide copy number and dna methylation patterns

Man-Hung Eric Tang, V. Varadan, S. Kamalakaran, Michael Q. Zhang, N. Dimitrova, J. Hicks
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Abstract

We present a computational method that combines genome-wide DNA methylation and copy number variation data in an integrated fashion with the aim of finding mechanistic associations between genome instability and local DNA methylation changes. The method is applied to Luminal A breast cancer early-stage tumour samples and focuses on methylation events occurring at frequently rearranged genome locations. Our method accommodates array and sequencing platforms for methylation and DNA copy number estimates. We find significant local methylation changes in tumours tend to occur in the viscinity of breakpoint rich regions, with 80% of the differentially methylated regions occurring within 2Mb from a breakpoint rich locus.
一种发现全基因组拷贝数和dna甲基化模式之间新关联的方法
我们提出了一种计算方法,将全基因组DNA甲基化和拷贝数变异数据结合在一起,以寻找基因组不稳定性和局部DNA甲基化变化之间的机制关联。该方法应用于Luminal A乳腺癌早期肿瘤样本,重点关注发生在频繁重排的基因组位置的甲基化事件。我们的方法适用于甲基化和DNA拷贝数估计的阵列和测序平台。我们发现肿瘤中显著的局部甲基化变化往往发生在富含断点区域的黏度中,80%的差异甲基化区域发生在距离富含断点位点2Mb的范围内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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