The SMAL web server: global multiple network alignment from pairwise alignments

Abstract

SMAL (Scaffold-Based Multiple Network Aligner) is a public, open-source, web-based application for determining MNAs from existing PNAs that addresses all the aforementioned challenges. With SMAL, PNAs can be combined rapidly to obtain an MNA. The software also supports visualization and user-data interactions to facilitate exploratory analysis and sensemaking. SMAL is especially useful when multiple alignments relative to a particular PPIN are required; furthermore, SMAL alignments are persistent in that existing correspondences between networks (obtained during PNA or MNA) are not lost as new networks are added. In comparative studies alongside existent MNA techniques, SMAL MNAs were found to be superior per a number of measures, such as the total number of identified homologs and interologs as well as the fraction of all identified correspondences that are functionally similar or homologous to the scaffold. While directed primarily at PPIN-alignment, SMAL is a generic network aligner and may be applied to arbitrary networks.Availability information: The SMAL web server and source code is available at: http://haddock6.sfsu.edu/smal/ CONTACT: rahul@sfsu.eduSupplementary information: Supplementary data are available at Bioinformatics online.