Research Articles
Enzyme-Constrained Metabolic Models: A Comparative Guide to Methods, Applications, and Best Practices
This article provides a comprehensive analysis of enzyme-constrained genome-scale metabolic models (ecGEMs), which enhance traditional flux balance analysis by incorporating enzymatic turnover and proteomic limitations.
Validating Metabolite Changes in Disease: From Biomarker Discovery to Clinical Translation
This article provides a comprehensive framework for researchers and drug development professionals on validating metabolite changes across disease progression stages.
Graph Neural Networks in Metabolomics: A Performance Comparison for Drug Discovery and Biomedical Research
Graph Neural Networks (GNNs) are emerging as a transformative technology for metabolomics, offering powerful capabilities to interpret complex molecular data and predict metabolic behaviors.
Agreement Analysis Between Bioelectrical Impedance Analysis and Indirect Calorimetry for Resting Metabolic Rate: A Comprehensive Review for Biomedical Research
Accurate measurement of resting metabolic rate (RMR) is critical for nutritional intervention and metabolic research.
Evaluating Predictive Equations for Resting Energy Expenditure: A Comprehensive Guide for Researchers and Clinical Professionals
This article provides a systematic evaluation of predictive equations for resting energy expenditure (REE), addressing critical needs in research and clinical practice.
Machine Learning for Metabolic Prediction: A Comparative Analysis of Models, Applications, and Future Directions
This article provides a comprehensive comparison of machine learning (ML) models for metabolic prediction, addressing key needs of researchers and drug development professionals.
Comparative Analysis of Basal Metabolic Rate Assessment Methods: From Gold Standard to Clinical Applications in Biomedical Research
This comprehensive review analyzes the accuracy, applicability, and limitations of current basal metabolic rate (BMR) assessment methodologies for researchers and drug development professionals.
A Comprehensive Guide to Validating Metabolic Biomarkers with Robust ELISA Techniques
This article provides a systematic guide for researchers and drug development professionals on the validation of metabolic biomarkers using Enzyme-Linked Immunosorbent Assay (ELISA) techniques.
BMR Measurement in Research: A Critical Comparison of Indirect Calorimetry vs. the Mifflin-St Jeor Equation
Accurate assessment of Basal Metabolic Rate (BMR) is fundamental for nutritional science, metabolic research, and informing drug development for metabolic disorders.
Targeted vs Untargeted Metabolomics: A Strategic Framework for Cross-Validation and Data Integration in Biomedical Research
This article provides a comprehensive guide for researchers and drug development professionals on cross-validating targeted and untargeted metabolomics results.