Research Articles
GP vs. LP for GMA System Optimization: A Comprehensive Guide for Systems Biology and Drug Development
This article provides a detailed comparison of Geometric Programming (GP) and Linear Programming (LP) for optimizing Generalized Mass Action (GMA) systems within biochemical networks.
Predicting Gene Essentiality: A Guide to Genome-Scale Model Accuracy for Researchers & Drug Developers
This article provides a comprehensive analysis of the current state of Genome-Scale Metabolic Model (GEM) accuracy in predicting gene essentiality.
The GECKO Toolbox: Mastering Enzyme-Constrained Metabolic Modeling for Drug Discovery and Systems Biology
This article provides a comprehensive guide to the GECKO (Gene Enzyme Cofactor and Kinetic Optimization) toolbox, a critical resource for building and utilizing enzyme-constrained genome-scale metabolic models (ecModels).
13C Isotope Tracing in Proteins: A Complete GC-MS Guide for Metabolic Pathway Analysis
This article provides a comprehensive guide for researchers and drug development scientists on utilizing Gas Chromatography-Mass Spectrometry (GC-MS) to detect 13C isotopic patterns in protein-bound amino acids.
Breaking Biological Barriers: How the GA-MCS Algorithm Revolutionizes Drug Target Discovery Through Constrained Minimal Cut Sets
This article provides a comprehensive analysis of the Genetic Algorithm for Minimal Cut Sets (GA-MCS), a computational method critical for identifying drug targets in metabolic networks.
Engineering Yeast for Free Fatty Acid Production: Current Titer Benchmarks vs. Native Producers in 2024
This review provides a comprehensive analysis for researchers and bioprocess engineers on the state of microbial free fatty acid (FFA) production.
FluxML for Metabolic Flux Analysis: A Comprehensive Guide for Biomedical Researchers
This article provides a detailed exploration of FluxML, the open-source modeling language for Metabolic Flux Analysis (MFA).
Flux Balance Analysis vs Flux Variability Analysis: A Complete Guide for Systems Biology Research and Drug Discovery
This article provides a comprehensive comparison of two cornerstone Constraint-Based Reconstruction and Analysis (COBRA) methods: Flux Balance Analysis (FBA) and Flux Variability Analysis (FVA).
Flux Balance Analysis: A Practical Step-by-Step Tutorial for Biomedical Research & Drug Discovery
This comprehensive guide provides a detailed, practical walkthrough of Flux Balance Analysis (FBA) for researchers, scientists, and drug development professionals.
Flux Balance Analysis in the DBTL Cycle: Accelerating Metabolic Engineering and Drug Discovery
This article explores the critical role of Flux Balance Analysis (FBA), a core computational systems biology tool, within the iterative Design-Build-Test-Learn (DBTL) framework.