epialleleR: an R/Bioconductor package for sensitive allele-specific methylation analysis in NGS data

Author:

Nikolaienko Oleksii1ORCID,Lønning Per Eystein12ORCID,Knappskog Stian12ORCID

Affiliation:

1. K. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen , Bergen 5021 , Norway

2. Department of Oncology, Haukeland University Hospital , Bergen 5021 , Norway

Abstract

Abstract Low-level mosaic epimutations within the BRCA1 gene promoter occur in 5–8% of healthy individuals and are associated with a significantly elevated risk of breast and ovarian cancer. Similar events may also affect other tumor suppressor genes, potentially being a significant contributor to cancer burden. While this opens a new area for translational research, detection of low-level mosaic epigenetic events requires highly sensitive and robust methodology for methylation analysis. We here present epialleleR, a computational framework for sensitive detection, quantification, and visualization of mosaic epimutations in methylation sequencing data. Analyzing simulated and real data sets, we provide in-depth assessments of epialleleR performance and show that linkage to epihaplotype data is necessary to detect low-level methylation events. The epialleleR is freely available at https://github.com/BBCG/epialleleR and https://bioconductor.org/packages/epialleleR/ as an open-source R/Bioconductor package.

Funder

K.G. Jebsen Foundation

The Norwegian Cancer Society

Norwegian Research Council

Publisher

Oxford University Press (OUP)

Subject

Computer Science Applications,Health Informatics

Reference56 articles.

1. Epimutations in human disease;Horsthemke;Curr Top Microbiol Immunol,2006

2. On the meaning of the word “epimutation;Oey;Trends Genet,2014

3. Epigenetic silencing of tumor suppressor genes: paradigms, puzzles, and potential;Kazanets;Biochim Biophys Acta,2016

4. Promoter hypermethylation and BRCA1 inactivation in sporadic breast and ovarian tumors;Esteller;J Natl Cancer Inst,2000

5. MGMT promoter methylation and correlation with protein expression in primary central nervous system lymphoma;Toffolatti;Virchows Arch,2014

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