Research Articles
SRM Biomarker Validation: A 2025 Guide from Discovery to Clinical Application
This article provides a comprehensive guide to Selected Reaction Monitoring (SRM) for biomarker validation, tailored for researchers and drug development professionals.
Multi-Objective Optimization for Biomarker Discovery: Integrating Evolutionary Algorithms and Multi-Omics in Precision Medicine
This article explores the transformative role of multi-objective optimization (MOO) in modern biomarker discovery.
Building a Robust Machine Learning Biomarker Discovery Pipeline: From Data to Clinical Deployment
This article provides a comprehensive guide for researchers and drug development professionals on constructing a robust machine learning (ML) pipeline for biomarker discovery.
Systems Biology in Biomarker Discovery: Decoding Complex Pathology for Precision Medicine
This article explores the transformative role of systems biology in identifying and validating biomarkers for complex diseases.
Decoding Disease-Perturbed Networks: A Systems Biology Approach to Drug Discovery
This article explores the paradigm of network medicine, which utilizes systems biology to analyze molecular interactions within disease-perturbed networks.
Decoding Metastatic Progression: Dynamic Gene Interaction Networks from Mechanisms to Therapies
This article synthesizes current research on gene interaction networks driving cancer metastasis.
Multi-Omics Integration for Biomarker Discovery: A Comprehensive Guide for Researchers and Drug Developers
This article provides a comprehensive exploration of multi-omics integration for biomarker discovery, tailored for researchers, scientists, and drug development professionals.
Dynamic Network Biomarkers: Decoding Complex Diseases through Network Dynamics and AI
This article explores the transformative role of biological network dynamics in modern biomarker research.
Molecular Fingerprints of Disease-Perturbed Networks: From AI-Driven Analysis to Clinical Translation
This article explores the transformative role of molecular fingerprints in characterizing disease-perturbed biological networks for drug discovery.
Pathway Analysis for Metastatic Cancer Biomarkers: From Discovery to Clinical Application
This article provides a comprehensive overview of pathway analysis methodologies for identifying and validating metastatic cancer biomarkers.