Research Articles
AntBO Implementation Guide: A Practical Protocol for Combinatorial Bayesian Optimization in Drug Discovery
This article provides a comprehensive implementation protocol for AntBO, a combinatorial Bayesian optimization framework designed to accelerate drug candidate discovery.
Unlocking the Immune Repertoire: A Complete Guide to AmpliSeq for Illumina Panels for Researchers
This comprehensive guide explores AmpliSeq for Illumina immune repertoire panels, designed for researchers, scientists, and drug development professionals.
AlphaFold vs Antibody-Specific AI: Which Wins at CDR Loop Prediction for Drug Discovery?
This article provides a comprehensive analysis for researchers and drug development professionals comparing the performance of the generalist protein folding model AlphaFold against specialized antibody-specific AI models for predicting the...
AlphaFold Confidence Scores vs. DockQ Accuracy: A Guide to Predicting Protein-Protein Docking Reliability
This article provides a critical examination of the relationship between AlphaFold's per-residue and per-model confidence scores (pLDDT and ipTM/pTM) and the DockQ metric for evaluating protein-protein complex predictions.
Predicting TCR-pMHC Complexes with AlphaFold Multimer: A Comprehensive Guide for Immunology and Drug Discovery
This article provides a detailed guide for researchers, scientists, and drug development professionals on leveraging AlphaFold Multimer for predicting the 3D structures of T-cell receptor (TCR) and peptide-Major Histocompatibility Complex...
Decoding Immune Response: How AIRR Repertoire Diversity Predicts Therapy Success in Responders vs. Non-Responders
This article provides a comprehensive analysis of how Adaptive Immune Receptor Repertoire (AIRR) diversity serves as a critical biomarker for predicting therapeutic outcomes.
Accelerating Antibody Discovery: A Complete Guide to ABodyBuilder2 for High-Accuracy Structure Prediction
This guide provides researchers and drug development professionals with a comprehensive analysis of ABodyBuilder2, a leading tool for antibody structure prediction from sequence.
Validating ABC Recommendations with Machine Learning: A Biomedical Researcher's Guide to Robust Model Implementation
This article provides a comprehensive framework for researchers and drug development professionals implementing Active, Balanced, and Context-aware (ABC) recommendations using machine learning in biomedical settings.
Beyond the Lab: A Modern Guide to the 3Rs Principles (Replace, Reduce, Refine) in Preclinical Research
This article provides a comprehensive guide to the 3Rs principles (Replace, Reduce, Refine) in biomedical research and drug development.
Beyond Animal Testing: A Comprehensive Guide to 3D Skin Model Dendritic Cell Sensitization Assays
This article provides researchers, toxicologists, and drug development professionals with a detailed examination of 3D skin model dendritic cell (DC) sensitization testing.