학술논문

Chicdiff: a computational pipeline for detecting differential chromosomal interactions in Capture Hi-C data.
Document Type
Article
Source
Bioinformatics. 11/15/2019, Vol. 35 Issue 22, p4764-4766. 3p.
Subject
*KARYOTYPES
*PIPELINES
*T cells
*MONOCYTES
*GENE expression
Language
ISSN
1367-4803
Abstract
Summary Capture Hi-C is a powerful approach for detecting chromosomal interactions involving, at least on one end, DNA regions of interest, such as gene promoters. We present Chicdiff, an R package for robust detection of differential interactions in Capture Hi-C data. Chicdiff enhances a state-of-the-art differential testing approach for count data with bespoke normalization and multiple testing procedures that account for specific statistical properties of Capture Hi-C. We validate Chicdiff on published Promoter Capture Hi-C data in human Monocytes and CD4+ T cells, identifying multitudes of cell type-specific interactions, and confirming the overall positive association between promoter interactions and gene expression. Availability and implementation Chicdiff is implemented as an R package that is publicly available at https://github.com/RegulatoryGenomicsGroup/chicdiff. Supplementary information Supplementary data are available at Bioinformatics online. [ABSTRACT FROM AUTHOR]