Research Articles
Active Site Preorganization Strategies: Mastering Conformational Control for Next-Generation Drug Design
This comprehensive review explores the fundamental principles and advanced applications of active site preorganization strategies in enzyme engineering and drug discovery.
Beyond Active Sites: How Preorganization Strategies Are Revolutionizing Artificial Enzyme Design for Biomedical Applications
This article provides a comprehensive analysis of active site preorganization as a critical design principle in artificial enzyme engineering.
Active Site Labeling Techniques: A Comprehensive Guide for Enzyme Mechanism Studies and Drug Discovery
This article provides researchers, scientists, and drug development professionals with an in-depth exploration of contemporary active site labeling techniques for enzyme studies.
Accelerating Enzyme & Protein Engineering: How Active Learning Revolutionizes Directed Evolution of Epistatic Residues
This article provides a comprehensive guide for researchers on integrating active learning with directed evolution to efficiently engineer proteins with complex epistatic interactions.
Active Learning for Protein Design: A Complete Guide to Iterative AI-Driven Methods
This article provides a comprehensive overview of active learning strategies for iterative protein design, tailored for researchers and drug development professionals.
Beyond Cutoffs: Advanced Methods for Accurate Long-Range Electrostatic Modeling in Enzyme Simulation and Drug Discovery
Accurate computational modeling of enzymes is critical for understanding catalysis and driving rational drug design.
Enzyme Commission (EC) Number Prediction Accuracy: A Comprehensive Benchmarking Guide for Biomedical Researchers
This article provides a systematic analysis of accuracy assessment methodologies for Enzyme Commission (EC) number prediction tools, spanning all seven enzyme classes.
Abiotic Catalysis in Living Systems: Beyond Enzymes to Novel Therapeutics
This article explores the emerging paradigm of abiotic reaction catalysis within living organisms.
ZymCtrl LLM: The AI-Powered Enzyme Generator for Drug Discovery and Synthetic Biology
This article provides a comprehensive guide to ZymCtrl, a specialized large language model (LLM) for generating novel enzymes directly from EC (Enzyme Commission) numbers.
The Warshel Theory of Electrostatic Preorganization: Decoding Enzyme Catalysis for Drug Discovery and Design
This article provides a comprehensive guide for researchers and drug development professionals on the application and implications of Arieh Warshel's theory of electrostatic preorganization in enzyme catalysis.