Research Articles
Structural and Evolutionary Principles for PPI Prediction: From Deep Learning to Drug Discovery
This article provides a comprehensive overview of computational methods for predicting protein-protein interactions (PPIs) by integrating structural biology and evolutionary principles.
From Data to Discovery: Applying Markov Clustering for Advanced Protein Interaction Network Analysis
This article provides a comprehensive resource for researchers and bioinformatics professionals applying Markov Clustering (MCL) to Protein-Protein Interaction (PPI) network analysis.
Network-Based Prediction of Protein Function: From AI-Driven Methods to Clinical Applications
Accurate protein function prediction is pivotal for understanding biological mechanisms and accelerating drug discovery, yet the vast majority of the over 200 million known proteins remain uncharacterized.
Mastering GO Enrichment Analysis for PPI Modules: A Comprehensive Guide from Foundations to Clinical Applications
This article provides a comprehensive guide for researchers and drug development professionals on performing and interpreting Gene Ontology (GO) enrichment analysis for Protein-Protein Interaction (PPI) modules.
Constructing Context-Specific PPI Networks: From Foundational Concepts to AI-Driven Applications in Drug Discovery
This article provides a comprehensive guide for researchers and drug development professionals on the construction and application of context-specific protein-protein interaction (PPI) networks.
Network Propagation Algorithms for Disease Gene Prioritization: A Comprehensive Guide for Biomedical Research
This article provides a comprehensive overview of network propagation algorithms for disease gene prioritization, a critical computational approach in the post-GWAS era.
Harnessing the L3 Principle: Advanced Link Prediction for Uncovering Missing Protein-Protein Interactions
The accurate reconstruction of complete protein-protein interaction (PPI) networks is a fundamental challenge in functional genomics and network medicine.
Decoding Cellular Machinery: Advanced Strategies for Functional Module Identification in PPI Networks
This comprehensive review explores computational methods for identifying functional modules in protein-protein interaction networks, a crucial task for understanding cellular organization and disease mechanisms.
Dynamic and Transient Protein Interactions: From Network Biology to Therapeutic Discovery
This article provides a comprehensive exploration of dynamic and transient protein-protein interactions (PPIs), crucial regulators of cellular signaling, cell cycle, and disease mechanisms.
Scale-Free and Small-World Networks in Biology: From PPI Analysis to Therapeutic Discovery
This article provides a comprehensive overview of scale-free and small-world properties within Protein-Protein Interaction (PPI) networks, tailored for researchers and drug development professionals.