Research Articles
Beyond Sequence Search: BLASTp vs. Deep Learning for Accurate Enzyme Function Annotation in Biomedical Research
This article provides a comprehensive comparison of traditional sequence alignment (BLASTp) and modern deep learning models for annotating enzyme function.
BLASTp vs Deep Learning: Revolutionizing EC Number Annotation for Drug Discovery & Protein Function
This comprehensive article explores the critical shift in enzymatic function annotation from traditional homology-based methods like BLASTp to modern deep learning approaches.
AI-Driven De Novo Enzyme Design: From Algorithm to Application in Biomedical Research
This article provides a comprehensive overview of cutting-edge AI-driven strategies for de novo enzyme design, tailored for researchers, scientists, and drug development professionals.
Revolutionizing Drug Discovery: How AI Tools Predict Enzyme-Substrate Matching with Unprecedented Accuracy
This article provides a comprehensive guide for researchers, scientists, and drug development professionals on the latest AI tools for enzyme-substrate matching.
Beyond IC50: The 50-BOA Method for Accurate Ki Determination from Single-Point Inhibition Data
This article presents a comprehensive guide to the 50-BOA (Binding at 50% Occupancy and Activity) method, a transformative approach for estimating enzyme-inhibitor dissociation constants (Ki) using data from a single...
Mastering the 4-Parameter Logistic Model: A Complete Guide to Accurate IC50 Calculation in Drug Discovery
This comprehensive guide provides researchers, scientists, and drug development professionals with a complete framework for understanding, applying, and validating the 4-Parameter Logistic (4PL) model for IC50 determination.
Beyond the Fold: How 3D Templates Revolutionize Enzyme Functional Site Prediction in Drug Discovery
This article provides a comprehensive guide to 3D template-based methods for predicting enzyme functional sites, crucial for structure-based drug design.
The 2-His-1-Carboxylate Facial Triad: Catalytic Mechanism, Enzyme Design, and Therapeutic Targeting
This comprehensive review examines the 2-His-1-carboxylate facial triad, a conserved structural motif central to the catalytic activity of mononuclear non-heme iron(II) oxygenases.
Enzyme Kinetic Parameter Identifiability Analysis: Bridging Theory, Experiment, and Computation for Reliable Models
This article provides a comprehensive analysis of the identifiability of enzyme kinetic parameters—a fundamental challenge in creating reliable biochemical models for research, drug development, and biocatalysis.
A Comprehensive Guide to Benchmarking Monte Carlo Methods for Reliable Parameter Estimation in Biomedical Research
This article provides a systematic guide for researchers and drug development professionals on benchmarking Monte Carlo methods for parameter estimation.