unifiedWMWqPCR: the unified Wilcoxon-Mann-Whitney test for analyzing RT-qPCR data in R.

Bioinformatics

Department of Mathematical Modelling, Statistics and Bioinformatics, Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia Department of Mathematical Modelling, Statistics and Bioinformatics, Department of Applied Mathematics, Computer Science and Statistics, Ghent University, B-9000 Gent, Belgium and National Institute for Applied Statistics Research Australia (NIASRA), School of Mathematics and Applied Statistics, University of Wollongong, NSW 2522, Australia.

Published: September 2014

Motivation: Recently, De Neve et al. proposed a modification of the Wilcoxon-Mann-Whitney (WMW) test for assessing differential expression based on RT-qPCR data. Their test, referred to as the unified WMW (uWMW) test, incorporates a robust and intuitive normalization and quantifies the probability that the expression from one treatment group exceeds the expression from another treatment group. However, no software package for this test was available yet.

Results: We have developed a Bioconductor package for analyzing RT-qPCR data with the uWMW test. The package also provides graphical tools for visualizing the effect sizes.

Availability And Implementation: The unifiedWMWqPCR package and its user documentation can be obtained through Bioconductor.

Download full-text PDF

Source
http://dx.doi.org/10.1093/bioinformatics/btu313DOI Listing

Publication Analysis

Top Keywords

rt-qpcr data
12
analyzing rt-qpcr
8
uwmw test
8
expression treatment
8
treatment group
8
test
6
unifiedwmwqpcr unified
4
unified wilcoxon-mann-whitney
4
wilcoxon-mann-whitney test
4
test analyzing
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!