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Updated: Mar 25, 2026

A Comparative Approach to Characterize the Landscape of Host-Pathogen Protein-Protein Interactions
Published on: July 18, 2013
A Systems Biology Approach to the Coordination of Defensive and Offensive Molecular Mechanisms in the Innate and
1Automatic control, Signal processing, and Systems Biology Lab, National Tsing Hua University, Hsinchu, 30013, Taiwan.
Abstract:
Infected zebrafish coordinates defensive and offensive molecular mechanisms in response to Candida albicans infections, and invasive C. albicans coordinates corresponding molecular mechanisms to interact with the host. However, knowledge of the ensuing infection-activated signaling networks in both host and pathogen and their interspecific crosstalk during the innate and adaptive phases of the infection processes remains incomplete. In the present study, dynamic network modeling, protein interaction databases, and dual transcriptome data from zebrafish and C. albicans during infection were used to infer infection-activated host-pathogen dynamic interaction networks. The consideration of host-pathogen dynamic interaction systems as innate and adaptive loops and subsequent comparisons of inferred innate and adaptive networks indicated previously unrecognized crosstalk between known pathways and suggested roles of immunological memory in the coordination of host defensive and offensive molecular mechanisms to achieve specific and powerful defense against pathogens. Moreover, pathogens enhance intraspecific crosstalk and abrogate host apoptosis to accommodate enhanced host defense mechanisms during the adaptive phase. Accordingly, links between physiological phenomena and changes in the coordination of defensive and offensive molecular mechanisms highlight the importance of host-pathogen molecular interaction networks, and consequent inferences of the host-pathogen relationship could be translated into biomedical applications.
Insights
This study reveals how zebrafish and Candida albicans communicate at a molecular level during infection. It uncovers new host-pathogen interactions and suggests immunological memory plays a key role in defense.
Area of Science:
- * Infectious disease dynamics
- * Host-pathogen molecular interactions
- * Systems biology and immunology
Background:
- * Understanding host-pathogen molecular mechanisms during Candida albicans infection is incomplete.
- * Zebrafish serve as a model organism to study innate and adaptive immune responses.
- * Interspecific crosstalk between host and pathogen signaling networks remains largely unexplored.
Purpose of the Study:
- * To infer dynamic host-pathogen interaction networks during infection.
- * To investigate the roles of innate and adaptive immune phases in host-pathogen crosstalk.
- * To identify molecular mechanisms governing host defense and pathogen adaptation.
Main Methods:
- * Dynamic network modeling
- * Protein interaction databases
- * Dual transcriptome analysis of zebrafish and Candida albicans
Main Results:
- * Inferred dynamic host-pathogen interaction networks reveal previously unrecognized crosstalk.
- * Identified innate and adaptive immune loops influencing host-pathogen dynamics.
- * Demonstrated pathogen-induced changes in host apoptosis and intraspecific crosstalk during adaptive immunity.
Conclusions:
- * Immunological memory is crucial for coordinating specific and potent host defense mechanisms.
- * Host-pathogen molecular interaction networks are vital for understanding infection dynamics.
- * Findings have potential biomedical applications for modulating host-pathogen relationships.
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