From proteomics to systems biology of bacterial pathogens: Approaches, tools, and applications
- 16 March 2007
- journal article
- research article
- Published by Wiley in Proteomics
- Vol. 7 (6) , 992-1003
- https://doi.org/10.1002/pmic.200600925
Abstract
The hallmark of a systems biology approach is the integration of computational tools with experimental data encompassing multiple classes of biomolecules across different functional levels. Equally important as the availability of reasonably comprehensive information at the gene, protein, and metabolite levels is the development of adequate analysis and visualization tools to reduce the inherent complexity to interpretable dimensions. In this paper, we describe the integration of a 2-D gel-based proteome map of Staphylococcus aureus Mu50 with genomic and transcriptomic information through a customized data integration and user interface built on the Ensembl genome browser. We illustrate its application and potential through the analysis of a defined system perturbation caused by a mutation in the formyltransferase gene. We envision that this software package, which we called Insieme, can support the development of novel antibiotics by allowing a systems-based view of the bacterial response pathways.Keywords
This publication has 27 references indexed in Scilit:
- The UltraLink: An Expert System for Contextual Hyperlinking in Knowledge ManagementPublished by Wiley ,2006
- Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profilesProceedings of the National Academy of Sciences, 2005
- Protein Staining Influences the Quality of Mass Spectra Obtained by Peptide Mass Fingerprinting after Separation on 2-D Gels. A Comparison of Staining with Coomassie Brilliant Blue and Sypro RubyJournal of Proteome Research, 2004
- Correlation of proteomic and transcriptomic profiles of Staphylococcus aureus during the post-exponential phase of growthJournal of Microbiological Methods, 2004
- The role of peptide deformylase in protein biosynthesis: A proteomic studyProteomics, 2003
- A proteomic view of the Plasmodium falciparum life cycleNature, 2002
- The Human Genome Browser at UCSCGenome Research, 2002
- A Model for Measurement Error for Gene Expression ArraysJournal of Computational Biology, 2001
- Predicting transmembrane protein topology with a hidden markov model: application to complete genomes11Edited by F. CohenJournal of Molecular Biology, 2001
- Identification of Retained N-Formylmethionine in Bacterial Recombinant Mammalian Cytochrome P450 Proteins with the N-Terminal Sequence MALLLAVFL...: Roles of Residues 3−5 in Retention and Membrane TopologyBiochemistry, 1996