Results on real data agree well with current knowledge.<br><b>AVAILABILITY AND IMPLEMENTATION</b>: signeR is implemented in R and C ++, and is available as a R package at http://bioconductor.org/packages/signeR CONTACT: itojal@cipe.accamargo.org.brSupplementary information: Supplementary data are available at Bioinformatics online.<br>