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

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

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

来源:bioRxiv_logobioRxiv
英文摘要

ABSTRACT Low-level mosaic methylation of the BRCA1 gene promoter occurs in 5–8% of healthy individuals and is associated with a significantly elevated risk of breast and ovarian cancer. Similar events may also affect other tumour 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 visualisation of mosaic epimutations in methylation sequencing data. Analysing 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.

Knappskog Stian、Nikolaienko Oleksii、L?nning Per Eystein

K. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen||Department of Oncology, Haukeland University HospitalK. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of BergenK. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen||Department of Oncology, Haukeland University Hospital

10.1101/2022.06.30.498213

医学研究方法基础医学肿瘤学

EpigeneticsDNA methylationsomatic mosaicismepigenetic mosaicismmethylation sequencing

Knappskog Stian,Nikolaienko Oleksii,L?nning Per Eystein.epialleleR: an R/Bioconductor package for sensitive allele-specific methylation analysis in NGS data[EB/OL].(2025-03-28)[2025-07-16].https://www.biorxiv.org/content/10.1101/2022.06.30.498213.点此复制

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