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IMA:一个用于高通量分析 Illumina 450K Infinium 甲基化数据的 R 包。

IMA: an R package for high-throughput analysis of Illumina's 450K Infinium methylation data.

机构信息

Department of Biostatistics, Roswell Park Cancer Institute, Buffalo, NY 14263, USA.

出版信息

Bioinformatics. 2012 Mar 1;28(5):729-30. doi: 10.1093/bioinformatics/bts013. Epub 2012 Jan 16.

Abstract

UNLABELLED

The Illumina Infinium HumanMethylation450 BeadChip is a newly designed high-density microarray for quantifying the methylation level of over 450 000 CpG sites within human genome. Illumina Methylation Analyzer (IMA) is a computational package designed to automate the pipeline for exploratory analysis and summarization of site-level and region-level methylation changes in epigenetic studies utilizing the 450K DNA methylation microarray. The pipeline loads the data from Illumina platform and provides user-customized functions commonly required to perform exploratory methylation analysis for individual sites as well as annotated regions.

AVAILABILITY

IMA is implemented in the R language and is freely available from http://www.rforge.net/IMA.

摘要

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Illumina Infinium HumanMethylation450 BeadChip 是一种新设计的高密度微阵列,用于定量检测人类基因组中超过 450000 个 CpG 位点的甲基化水平。Illumina Methylation Analyzer(IMA)是一个计算包,旨在为利用 450K DNA 甲基化微阵列进行表观遗传学研究中的位点和区域水平甲基化变化的探索性分析和总结自动完成流水线。该流水线从 Illumina 平台加载数据,并提供用户自定义的功能,通常需要对单个位点以及注释区域执行探索性甲基化分析。

可用性

IMA 是用 R 语言实现的,并可从 http://www.rforge.net/IMA 免费获得。

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本文引用的文献

1
High density DNA methylation array with single CpG site resolution.高分辨率单 CpG 位点的 DNA 甲基化芯片。
Genomics. 2011 Oct;98(4):288-95. doi: 10.1016/j.ygeno.2011.07.007. Epub 2011 Aug 2.
2
Statistical approaches for the analysis of DNA methylation microarray data.DNA 甲基化芯片数据分析的统计方法。
Hum Genet. 2011 Jun;129(6):585-95. doi: 10.1007/s00439-011-0993-x. Epub 2011 Apr 26.
5
Epigenetic modifications and human disease.表观遗传学修饰与人类疾病。
Nat Biotechnol. 2010 Oct;28(10):1057-68. doi: 10.1038/nbt.1685.
6
A statistical framework for Illumina DNA methylation arrays.Illumina DNA 甲基化阵列的统计框架。
Bioinformatics. 2010 Nov 15;26(22):2849-55. doi: 10.1093/bioinformatics/btq553. Epub 2010 Sep 29.

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