Research Articles
FDA Computational Modeling Standards: A Complete Guide to VVUQ and Credibility Assessment for Drug Development
This comprehensive guide provides researchers, scientists, and drug development professionals with actionable insights into the FDA's framework for establishing credibility in computational modeling.
Minimizing Noise in Gene Circuits: A Complete Guide to Flux Balance Analysis with Regulatory On/Off Minimization (ROOM)
This comprehensive guide explores Flux Balance Analysis with Regulatory On/Off Minimization (ROOM), a pivotal constraint-based modeling approach for metabolic engineering and drug target discovery.
Constraint-Based Modeling Decoded: Choosing Between FBA and Metabolic Flux Analysis for Biomedical Research
This article provides a comprehensive guide for biomedical researchers on two fundamental systems biology approaches: Flux Balance Analysis (FBA) and (13)C-based Metabolic Flux Analysis (MFA).
FBA for Biochemical Production Prediction: A Comprehensive Protocol for Strain Optimization in Research & Biomanufacturing
This article provides a comprehensive guide to Flux Balance Analysis (FBA) for predicting and optimizing biochemical production in microbial systems.
FBA Model Selection & Validation: A Critical Guide for Predictive Metabolic Modeling in Drug Discovery
This comprehensive guide details essential criteria and methodologies for validating and selecting Flux Balance Analysis (FBA) models in biomedical research.
Decoding FBA Infeasibility: A Comprehensive Guide for Biomedical Researchers and Drug Developers
Flux Balance Analysis (FBA) is a cornerstone of constraint-based metabolic modeling, but infeasible solutions remain a major roadblock.
Flux Balance Analysis (FBA): The Computational Engine for Next-Gen Microbial Cell Factories
This article provides a comprehensive guide for researchers and bioprocess engineers on applying Flux Balance Analysis (FBA) to design and optimize microbial cell factories.
Multi-Omics Integration Tools for Disease Subtype Identification: A 2024 Guide for Precision Medicine Researchers
This comprehensive guide evaluates the current landscape of multi-omics integration tools specifically for the identification of clinically relevant disease subtypes.
Integrating Multi-Omics Early: A Strategic Guide for Researchers to Unlock Systems Biology Insights
This article provides a comprehensive guide for researchers, scientists, and drug development professionals on strategic early integration of multi-omics datasets.
DecontX: A Complete Guide to Background Correction in Single-Cell RNA-Seq Analysis
This article provides a comprehensive overview of DecontX, a Bayesian method for identifying and removing ambient RNA contamination in droplet-based single-cell RNA sequencing data.