NetWeAvers: an R package for integrative biological network analysis with mass spectrometry data.

ABSTRACT:

Summary

The discovery of functionally related groups in a set of significantly abundant proteins from a mass spectrometry experiment is an important step in a proteomics analysis pipeline. Here we describe NetWeAvers (Network Weighted Averages) for analyzing groups of regulated proteins in a network context, e.g. as defined by clusters of protein-protein interactions. NetWeAvers is an R package that provides a novel method for analyzing proteomics data integrated with biological networks. The method includes an algorithm for finding dense clusters of proteins and a permutation algorithm to calculate cluster P-values. Optional steps include summarizing quantified peptide values to single protein values and testing for differential expression, such that the data input can simply be a

SUBMITTER: McClellan EA 

PROVIDER: S-EPMC3810856 | biostudies-literature | 2013 Nov

REPOSITORIES: biostudies-literature