FadE: whole genome methylation analysis for multiple sequencing platforms

被引:1
|
作者
Souaiaia, Tade [2 ]
Zhang, Zheng [1 ]
Chen, Ting [2 ]
机构
[1] Life Technol Corp, Foster City, CA 94404 USA
[2] Univ So Calif, Program Computat Biol & Bioinformat, Los Angeles, CA 90089 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
ALIGNMENT;
D O I
10.1093/nar/gks830
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
DNA methylation plays a central role in genomic regulation and disease. Sodium bisulfite treatment (SBT) causes unmethylated cytosines to be sequenced as thymine, which allows methylation levels to reflected in the number of 'C'-'C' alignments covering reference cytosines. Di-base color reads produced by lifetech's SOLiD sequencer provide unreliable results when translated to bases because single sequencing errors effect the downstream sequence. We describe FadE, an algorithm to accurately determine genome-wide methylation rates directly in color or nucleotide space. FadE uses SBT unmethylated and untreated data to determine background error rates and incorporate them into a model which uses Newton-Raphson optimization to estimate the methylation rate and provide a credible interval describing its distribution at every reference cytosine. We sequenced two slides of human fibroblast cell-line bisulfite-converted fragment library with the SOLiD sequencer to investigate genome-wide methylation levels. FadE reported widespread differences in methylation levels across CpG islands and a large number of differentially methylated regions adjacent to genes which compares favorably to the results of an investigation on the same cell-line using nucleotide-space reads at higher coverage levels, suggesting that FadE is an accurate method to estimate genome-wide methylation with color or nucleotide reads. http://code.google.com/p/fade/.
引用
收藏
页数:9
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