Research Articles
Dynamic Modeling of Drug Responses: From Systems Biology to Clinical Translation
This article provides a comprehensive overview of dynamic modeling approaches for predicting and understanding drug responses within the framework of systems biology.
Static Network Modeling of Disease Mechanisms: From Foundational Concepts to Clinical Applications in Drug Discovery
This article provides a comprehensive overview of static network modeling for elucidating disease mechanisms, tailored for researchers, scientists, and drug development professionals.
Network-Guided Biomarker Discovery: Integrating AI, Graphs, and Multi-Omics for Precision Oncology
The complexity of cancer and other complex diseases demands a paradigm shift beyond single-molecule biomarkers.
Module Identification in Biological Networks: Unraveling Disease Mechanisms for Drug Discovery
This article provides a comprehensive overview of module identification in biological networks and its pivotal role in understanding complex diseases.
Pathway Enrichment Analysis for Complex Diseases: A Comprehensive Guide from Foundations to Clinical Translation
Pathway enrichment analysis has become an indispensable knowledge-based approach for interpreting high-throughput omics data in complex disease research.
Protein-Protein Interaction Networks: Decoding Disease Mechanisms and Accelerating Drug Discovery
This article provides a comprehensive overview of the pivotal role Protein-Protein Interaction (PPI) networks play in understanding complex diseases and advancing therapeutic development.
From Data to Discovery: A Modern Guide to Gene Regulatory Network Inference
This article provides a comprehensive overview of the rapidly evolving field of Gene Regulatory Network (GRN) inference, a critical computational challenge in systems biology and drug discovery.
Multi-Omics Data Integration Frameworks: A Comprehensive Guide for Complex Disease Research and Drug Development
This article provides a comprehensive overview of multi-omics data integration frameworks and their pivotal role in deciphering complex diseases.
Multi-Scale Biological Networks: Bridging Molecular to Organ-Level Physiology for Drug Discovery
This article explores the transformative role of multi-scale biological network models in understanding human physiology and advancing therapeutic development.
Decoding Disease Endotypes: A Systems Biology Approach to Precision Medicine
The paradigm of 'one-size-fits-all' medicine is rapidly giving way to precision medicine, necessitating a deeper understanding of disease heterogeneity.