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Updated: May 22, 2025

JUMPn: A Streamlined Application for Protein Co-Expression Clustering and Network Analysis in Proteomics
Published on: October 19, 2021
PPI network identifies interacting pathogenic signaling pathways in Candida albicans
Deepanjan Chattopadhyay1, Sanjib Das1, Paromita Saha Mondal1
1Department of Molecular Biology and Biotechnology, University of Kalyani, Kalyani 741235, Nadia, West Bengal, India. sahatanima@yahoo.co.in.
Abstract:
Candida albicans, an opportunistic and systemic infection causing fungus, causes skin, nail, and mucosal layer lesions in healthy individuals and hospital borne catheter-related and nosocomial infections. This particular fungus exists in two distinct stages in its life cycle: yeast and hyphae. In this study, 20 signaling pathways associated with 177 proteins from C. albicans were identified to construct a PPI network. The core part of the network consisted of 165 proteins. Network topology analyses revealed that the formed PPI network is biologically robust and scale-free, with significant interactions between proteins through 19 252 shortest pathways. In this network, the top 10 hub proteins (RAS1, CDC42, HOG1, CPH1, STE11, EFG1, CEK1, HSP90, TEC1 and CST20) were identified using network analysis, which seem to be the most important proteins involved in different pathways for the development of pathogenesis and virulence. Modular analysis of the network resulted in top six sub-networks, three of which shared eight hub proteins. Ontology and functional enrichment analyses revealed that the majority of the proteins were associated with regulation of transcription by RNA polymerase II, plasma membrane and nucleic acid binding in biological processes, and cellular components and molecular functions, respectively. Enrichment analysis indicated that the proteins were mostly involved in oxidative phosphorylation and purine metabolism signaling pathways. We determined the complex web of signaling pathway involving proteins via PPI network analysis to unravel and decipher protein interactions within C. albicans to understand the complex pathogenesis processes for targeted therapeutic interferences using novel bioinformatics strategies.
Insights
This study maps protein interactions in Candida albicans, identifying key hub proteins involved in fungal pathogenesis. Understanding these signaling pathways aids in developing targeted therapies against this opportunistic pathogen.
Area of Science:
- Mycology
- Bioinformatics
- Systems Biology
Background:
- Candida albicans is an opportunistic fungus causing various infections.
- It exists in yeast and hyphae forms, contributing to its virulence.
- Understanding its complex signaling pathways is crucial for therapeutic development.
Purpose of the Study:
- To construct and analyze a protein-protein interaction (PPI) network for Candida albicans.
- To identify key proteins and signaling pathways involved in fungal pathogenesis.
- To explore novel bioinformatics strategies for targeted therapeutic interventions.
Main Methods:
- Identified 20 signaling pathways and 177 proteins from Candida albicans.
- Constructed a protein-protein interaction (PPI) network.
- Performed network topology, modular, ontology, and functional enrichment analyses.
Main Results:
- The PPI network was biologically robust and scale-free.
- Identified 10 hub proteins crucial for pathogenesis and virulence.
- Discovered proteins associated with transcription regulation, plasma membrane, and nucleic acid binding.
- Highlighted involvement in oxidative phosphorylation and purine metabolism pathways.
Conclusions:
- The study elucidated the complex signaling network in Candida albicans.
- Identified key proteins and pathways offer potential targets for antifungal therapies.
- Bioinformatics approaches are valuable for understanding fungal pathogenesis.
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