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A High Throughput MHC II Binding Assay for Quantitative Analysis of Peptide Epitopes
Published on: March 25, 2014
Prediction of molecular mimicry candidates in human pathogenic bacteria
Andrew C Doxey1, Brendan J McConkey
1Department of Biology, University of Waterloo, Waterloo, ON, Canada. acdoxey@uwaterloo.ca
Abstract:
Molecular mimicry of host proteins is a common strategy adopted by bacterial pathogens to interfere with and exploit host processes. Despite the availability of pathogen genomes, few studies have attempted to predict virulence-associated mimicry relationships directly from genomic sequences. Here, we analyzed the proteomes of 62 pathogenic and 66 non-pathogenic bacterial species, and screened for the top pathogen-specific or pathogen-enriched sequence similarities to human proteins. The screen identified approximately 100 potential mimicry relationships including well-characterized examples among the top-scoring hits (e.g., RalF, internalin, yopH, and others), with about 1/3 of predicted relationships supported by existing literature. Examination of homology to virulence factors, statistically enriched functions, and comparison with literature indicated that the detected mimics target key host structures (e.g., extracellular matrix, ECM) and pathways (e.g., cell adhesion, lipid metabolism, and immune signaling). The top-scoring and most widespread mimicry pattern detected among pathogens consisted of elevated sequence similarities to ECM proteins including collagens and leucine-rich repeat proteins. Unexpectedly, analysis of the pathogen counterparts of these proteins revealed that they have evolved independently in different species of bacterial pathogens from separate repeat amplifications. Thus, our analysis provides evidence for two classes of mimics: complex proteins such as enzymes that have been acquired by eukaryote-to-pathogen horizontal transfer, and simpler repeat proteins that have independently evolved to mimic the host ECM. Ultimately, computational detection of pathogen-specific and pathogen-enriched similarities to host proteins provides insights into potentially novel mimicry-mediated virulence mechanisms of pathogenic bacteria.
Insights
Bacterial pathogens mimic host proteins to cause disease. This study computationally identified ~100 potential mimicry relationships, revealing novel virulence strategies targeting host structures like the extracellular matrix (ECM).
Area of Science:
- Microbiology and Molecular Biology
- Bioinformatics and Computational Biology
- Pathogen-Host Interactions
Background:
- Bacterial pathogens frequently employ molecular mimicry, imitating host proteins to manipulate cellular processes.
- Predicting these virulence-associated mimicry relationships directly from genomic data remains challenging.
- Understanding these mimicries is crucial for developing novel anti-bacterial strategies.
Purpose of the Study:
- To computationally screen bacterial proteomes for pathogen-specific sequence similarities to human proteins.
- To identify and characterize novel molecular mimicry relationships contributing to bacterial virulence.
- To investigate the evolutionary origins of bacterial mimics targeting host extracellular matrix (ECM) proteins.
Main Methods:
- Comparative proteomic analysis of 62 pathogenic and 66 non-pathogenic bacterial species.
- Screening for pathogen-specific or pathogen-enriched sequence similarities to human proteins.
- Functional enrichment analysis and literature validation of identified mimicry relationships.
Main Results:
- Identified approximately 100 potential molecular mimicry relationships, including known examples.
- Detected mimicries target key host structures (e.g., ECM) and pathways (e.g., cell adhesion, immune signaling).
- Discovered that pathogen mimics of ECM proteins evolved independently via repeat amplifications.
Conclusions:
- Computational prediction of host-pathogen protein similarities effectively identifies virulence mechanisms.
- Two classes of mimics were identified: horizontally transferred complex proteins and independently evolved simpler repeat proteins.
- Findings offer insights into novel mimicry-mediated virulence strategies in pathogenic bacteria.
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