Research Articles
Unlocking Plant Secrets: A Comprehensive Guide to GC-MS Metabolomics for Volatile Compound Discovery in Biomedical Research
This article provides a targeted guide for researchers and drug development professionals on applying Gas Chromatography-Mass Spectrometry (GC-MS) to plant volatile metabolomics.
GC-MS Analysis of VOCs in Exhaled Breath: A Comprehensive Guide for Biomarker Discovery and Clinical Translation
This comprehensive guide details the process of Gas Chromatography-Mass Spectrometry (GC-MS) analysis for volatile organic compounds (VOCs) in exhaled breath, a rapidly advancing frontier in non-invasive diagnostics and biomarker discovery.
GC-MS Profiling of Bacillus Probiotic Volatile Metabolites: A Comprehensive Guide for Biomedical Research and Drug Development
This article provides a detailed, actionable guide for researchers and drug development professionals on the analysis of volatile organic compounds (VOCs) from probiotic Bacillus cultures using Gas Chromatography-Mass Spectrometry (GC-MS).
Decoding Flavor & Quality: A Comprehensive Guide to GC-MS Analysis of Fermentation Volatiles in Food and Beverages
This comprehensive article provides an in-depth examination of Gas Chromatography-Mass Spectrometry (GC-MS) for analyzing volatile organic compounds (VOCs) in fermented food and beverage products.
13C Metabolic Flux Analysis (MFA) with GC-MS and LC-MS: A Comprehensive Guide for Biomedical Research and Drug Development
This article provides a comprehensive overview of 13C Metabolic Flux Analysis (MFA) using GC-MS and LC-MS platforms.
GAT vs GCN vs GIN: A Comparative Performance Analysis for Metabolite Function Prediction in Biomedical Research
This article provides a comprehensive comparison of three leading Graph Neural Network architectures—Graph Attention Networks (GAT), Graph Convolutional Networks (GCN), and Graph Isomorphism Networks (GIN)—for predicting metabolite functions.
Flux Variability Scanning with Enforced Objective Flux (FVSEOF): A Comprehensive Guide for Metabolic Engineering and Drug Target Discovery
This article provides a detailed exploration of Flux Variability Scanning based on Enforced Objective Flux (FVSEOF), a pivotal computational framework in constraint-based metabolic modeling.
Navigating Biological Uncertainty: A Comprehensive Guide to Flux Uncertainty Estimation in Metabolic Models for Biomedical Research
This article provides a comprehensive guide to flux uncertainty estimation for researchers, scientists, and drug development professionals working with constraint-based metabolic models.
Unlocking Metabolic Flexibility: A Comprehensive Guide to Flux Polyhedron and Solution Space in FBA
This article provides a detailed exploration of the flux polyhedron and solution space in Flux Balance Analysis (FBA), a cornerstone of constraint-based metabolic modeling.
Thermodynamic Flux Balance Analysis: A Complete Guide to Constraint-Based Modeling for Systems Biology
Flux Balance Analysis (FBA) is a cornerstone of constraint-based metabolic modeling, but traditional implementations often ignore the laws of thermodynamics, leading to biologically infeasible predictions.