PreP+07
Gene-Expression Data Pre-Processing Tool
Description

PreP is a standalone full-interactive graphical suite for the pre-processing of gene expression data that aims at identify and remove sources of systematic and random variation in the measured data, other than differential expression. PrepP integrates a variety of analytical tools that in some cases can be applied in any context (such as the normalization -adjusting and ratio scaling). Other techniques require some specific conditions (e.g. gene replication). In any case, once the error has been removed as much as possible, the quantity of interest for each spot is the ratio of the amounts of label dye in the two channels, the target/control ratio.

Screenshots


Click on the arrow to display the images

Documentation


Links
Double Scan approach: high and low intensity data acquisition and merging
Manuals
2003- User Manual
2003- Guided tour
2006- Supervised Lowess procedure
2008- PreP+07 Guided exercise
Manuscripts
'PreP: gene expression data pre-processing'
Bioinformatics Vol. 19 no. 17 2003
Saturation and Quantization Reduction in Microarray Experiments using Two Scans at Different Sensitivities
Statistical Applications in Genetics and Molecular Biology: Vol. 3 : Iss. 1, Article 11. 2004.
[Sup-Material]Saturation and Quantization Reduction in Microarray Experiments using Two Scans at Different Sensitivities
Supervised Lowess normalization of comparative genome hybridization data – application to lactococcal strain comparisons BMC Bioinformatics 2008, 9:93doi:10.1186/1471-2105-9-93
PreP+07: improvements of a user friendly tool to preprocess and analyse microarray data BMC Bioinformatics 2009, 10:16doi:10.1186/1471-2105-10-16
Others
2008- PreP+07 New Functionallity
ACGT R analysis context scenario for statisticians
ONLINE HELP
Downloads

PreP+07 - Last version (NOVEMBER 2008: Qnormalization method)
Test data (taken from http://www.genome.ad.jp/dbget-bin/get_htext?Exp_DB+-n+B)
Test data for SL exercises
(FULL GUIDED EXERCISES) Instructions- README
(FULL GUIDED EXERCISES) 2008- Full Test package for PreP+07: program, tutorial, test files