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BOMP: a program to predict integral beta-barrel outer membrane proteins encoded within genomes of Gram-negative
Frode S Berven1, Kristian Flikka, Harald B Jensen
1Department of Molecular Biology, Bergen Centre for Computational Science, University of Bergen, 5020 Bergen, Norway.
Nucleic Acids Research
|June 25, 2004
Summary
A new program, the beta-barrel Outer Membrane protein Predictor (BOMP), accurately identifies integral beta-barrel outer membrane proteins in Gram-negative bacteria. This tool aids in understanding bacterial outer membrane protein content across various species.
Area of Science:
- Microbiology
- Bioinformatics
- Structural Biology
Background:
- Gram-negative bacteria possess a unique outer membrane crucial for their survival and interaction with the environment.
- Integral beta-barrel outer membrane proteins are key components of this membrane, playing vital roles in transport and adhesion.
- Accurate identification of these proteins is essential for understanding bacterial physiology and developing novel therapeutics.
Purpose of the Study:
- To develop and validate a computational tool for predicting integral beta-barrel outer membrane proteins in Gram-negative bacteria.
- To assess the program's performance using well-characterized bacterial proteomes.
- To estimate the prevalence of integral beta-barrel proteins in diverse bacterial species.
Main Methods:
- Development of the beta-barrel Outer Membrane protein Predictor (BOMP) program.
- BOMP utilizes a C-terminal pattern recognition and a beta-strand propensity score.
- Performance evaluation on Escherichia coli K 12 and Salmonella typhimurium proteomes with SwissProt annotations.
Main Results:
- BOMP achieved 80% precision and 88% recall on annotated proteomes.
- The program identified 103 potential integral beta-barrel proteins in the E. coli predicted proteome, with 36 novel candidates.
- Analysis across 10 bacterial proteomes indicated integral beta-barrel protein content ranging from 1.8% to 3%.
Conclusions:
- BOMP is a reliable tool for identifying integral beta-barrel outer membrane proteins in Gram-negative bacteria.
- The program facilitates the discovery of novel outer membrane proteins and enhances the annotation of bacterial proteomes.
- BOMP provides insights into the functional diversity and abundance of these critical proteins across bacterial species.