CSA-RRBS: A comprehensive streamlined analysis of reduced representation bisulfite sequencing (RRBS) data

Ting Gong, Sara S. Gaddis, Yue Lu, Kimie Kondo, Hongbo Zhao, Jianjun Shen, C. Marcelo Aldaz, Marcos R. Estecio

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

DNA methylation plays a key role in normal human development and various diseases, including cancer. Coupled with bisulfite treatment, next generation sequencing (RRBS or WGBS) has expanded the scope of DNA methylation studies for the quantitative profiling of DNA methylation of individual CpG loci throughout the genome at a nucleotide resolution. However, analyzing RRBS data is challenging as it needs a significant amount of computational resources and bioinformatics expertise. We developed a comprehensive streamlined pipeline for RRBS data (CSA-RRBS) that integrates read pre-processing, alignment, statistical report of quality, data visualization, and flexible differential methylation analysis between experimental conditions either at single nucleotide resolution (DMC) or with differentially methylated regions (DMRs). Moreover, we also report extensive annotation of the genome region of interest and its overlap with additional genomic features to provide context and perspective to the methylation events. We applied the CSA-RRBS pipeline over two datasets, prostate cell lines (normal and cancer) and a breast cancer patient dataset. The results validate cancer-associated methylation defects and demonstrate that our CSA-RRBS pipeline enables new discoveries about DNA methylation and its role in gene regulation and cancer.

Original languageEnglish (US)
Title of host publicationProceedings of the 7th International Conference on Bioinformatics and Computational Biology, BICOB 2015
EditorsNurit Haspel, Fahad Saeed
PublisherThe International Society for Computers and Their Applications (ISCA)
Pages105-110
Number of pages6
ISBN (Electronic)9781880843994
StatePublished - 2015
Event7th International Conference on Bioinformatics and Computational Biology, BICOB 2015 - Honolulu, United States
Duration: Mar 9 2015Mar 11 2015

Publication series

NameProceedings of the 7th International Conference on Bioinformatics and Computational Biology, BICOB 2015

Other

Other7th International Conference on Bioinformatics and Computational Biology, BICOB 2015
Country/TerritoryUnited States
CityHonolulu
Period3/9/153/11/15

ASJC Scopus subject areas

  • Biomedical Engineering
  • Computer Science Applications
  • Health Information Management

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