Research Articles
Validating Directed Evolution Outcomes: A Comprehensive Guide to NGS Coverage Analysis
Directed evolution is a powerful protein engineering tool, but its success hinges on accurately identifying enriched variants from complex libraries.
Sequential Mutagenesis Strategies: Engineering Complex Traits for Next-Generation Therapeutics and Crops
This article provides a comprehensive overview of sequential mutagenesis as a powerful strategy for engineering complex polygenic traits.
Navigating Rugged Fitness Landscapes: Machine Learning Strategies for Protein Engineering and Drug Development
This article explores the transformative role of machine learning (ML) in navigating rugged fitness landscapes, a significant challenge in protein engineering and therapeutic development.
Optimizing Mg2+ and Mn2+ Concentrations for High-Efficiency Polymerase Evolution
This article provides a comprehensive guide for researchers and drug development professionals on optimizing Mg2+ and Mn2+ concentrations to direct polymerase evolution.
Overcoming Insoluble and Gaseous Product Challenges in Directed Enzyme Evolution
Directed evolution is a powerful tool for engineering enzymes, but its application is significantly hindered when target products are insoluble or gaseous, making them difficult to detect and link to...
Beyond Structural Diversity: Functional Strategies for Enhanced Library Coverage in Drug Discovery
This article provides a comprehensive guide for researchers and drug development professionals on evolving fragment-based drug design (FBDD) beyond traditional structural diversity.
Selection and Activity in Parasites: From Foundational Biology to Modern Drug Discovery
This article provides a comprehensive overview of the critical interplay between parasite selection mechanisms and biological activity, tailored for researchers and drug development professionals.
Navigating the Rugged Terrain: Modern Strategies to Overcome Epistasis in Protein Fitness Landscapes
Epistasis—the context-dependent effect of mutations—creates rugged fitness landscapes that challenge predictable protein evolution and engineering.
Balancing Mutation Rate and Library Quality in Error-Prone PCR: A Strategic Guide for Protein Engineering and Drug Development
This article provides a comprehensive guide for researchers and drug development professionals on optimizing error-prone PCR (epPCR) to generate high-quality mutant libraries.
Strategies for Reducing False Positives in Emulsion-Based Selection Platforms: A Guide for Researchers
Emulsion-based selection platforms, such as droplet microfluidics, are powerful tools for high-throughput screening in directed evolution, antibody discovery, and single-cell analysis.