A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements.

ABSTRACT:

Background

High-throughput sequencing is becoming the standard tool for investigating protein-DNA interactions or epigenetic modifications. However, the data generated will always contain noise due to e.g. repetitive regions or non-specific antibody interactions. The noise will appear in the form of a background distribution of reads that must be taken into account in the downstream analysis, for example when detecting enriched regions (peak-calling). Several reported peak-callers can take experimental measurements of background tag distribution into account when analysing a data set. Unfortunately, the background is only used to adjust peak calling and not as a pre-processing step that aims at discerning the signal from the background noise. A normalization procedure that extracts

SUBMITTER: Enroth S 

PROVIDER: S-EPMC3371767 | biostudies-literature | 2012 Jan

REPOSITORIES: biostudies-literature