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BridgeR2

Overview

BRIC-seq is a genome-wide approach for determining RNA stalibity in mammalian cells. bridger2 provides a series of functions for performing a comprehensive BRIC-seq data analysis. After estimating the RPKM values for all genes from your BRIC-seq fastq files, you can easily analyze your BRIC-seq data using bridger2 R package.

To make that happen, bridger2:

  • Checks the quality of your BRIC-seq data.

  • Normalizes RPKM values of your BRIC-seq data.

  • Calculates RNA half-life for each transcript

  • Compares RNA half-lives between two conditions.

  • Displays RNA decay curve using a web browser (powered by shiny).

Installation

# The the development version from GitHub:
# install.packages("devtools")
devtools::install_github("Imamachi-n/BridgeR2")

Quick start

Here I show the most basic step for analyzing your BRIC-seq data. This step require matrix object (named RNA_halflife_comparison in this case) of the RPKM values from your BRIC-seq data. BridgeRCore function returns data.table object including RNA half-life, R2 and the selected fitting model.

halflife_table <- BridgeRCore(RNA_halflife_comparison)

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Version

Install

install.packages('bridger2')

Monthly Downloads

247

Version

0.1.0

License

MIT + file LICENSE

Maintainer

Naoto Imamachi

Last Published

December 5th, 2016

Functions in bridger2 (0.1.0)

halflife_table

BRIC-seq result dataset for p-value estimation using grubbs test
RNA_halflife_comparison_HK

test BRIC-seq dataset for RNA half-life comparison using House-keeping genes.
BridgeReport

Shinyapp reporting for drawing RNA decay curve.
BridgeRGrubbsTest

RNA half-life Grubbs test.
RNA_halflife_comparison

test BRIC-seq dataset for RNA half-life comparison
RNA_halflife_grubbs_test

test BRIC-seq dataset for p-value estimation using grubbs test
BridgeRHalfLifeCalc3models

Calculate RNA half-life for each gene using 3model method.
BridgeRHalfLifeCalcR2Select

Calculate RNA half-life for each gene using R2 selection method.
BridgeRDataSetFromMatrix

Calculate relative RPKM expression from data.table format.
BridgeRDataSetFromRaw

Calculate relative RPKM expression from raw data.
BridgeRNormalization

Calculate the normalized RPKM for BRIC-seq dataset.
BridgeRNormalizationFactors

Calculate normalization factors for BRIC-seq datasets.
BridgeRResultChecker

BRIC-seq result checker
CalcHalflifeDeviation

Calculate RNA half-life SD.
BridgeRCore

BridgeR basic function for calculating RNA half-life from BRIC-seq data
BridgeRDatasetChecker

BRIC-seq Dataset checker
BridgeRNormalizationFactorsHK

Calculate normalization factors from house-keeping genes.
BridgeRPvalueEvaluation

Calculate Fold-change of RNA half-life and p-value.