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bioconductor-dmrseq

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Detection and inference of differentially methylated regions from Whole Genome Bisulfite Sequencing

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-dmrseq

Usage Tracking

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Description

This package implements an approach for scanning the genome to detect and perform accurate inference on differentially methylated regions from Whole Genome Bisulfite Sequencing data. The method is based on comparing detected regions to a pooled null distribution, that can be implemented even when as few as two samples per population are available. Region-level statistics are obtained by fitting a generalized least squares (GLS) regression model with a nested autoregressive correlated error structure for the effect of interest on transformed methylation proportions.

About

Summary

Detection and inference of differentially methylated regions from Whole Genome Bisulfite Sequencing

Last Updated

Dec 30, 2024 at 11:25

License

MIT + file LICENSE

Total Downloads

29.4K

Supported Platforms

noarch