Research Articles
Setting Defensible Acceptance Criteria for Biologics Comparability: A Risk-Based Statistical Framework
This article provides a comprehensive guide for researchers, scientists, and drug development professionals on establishing scientifically sound and regulatory-defensible acceptance criteria for comparability studies.
Antibiotic Selection Markers: A Comprehensive Guide to Efficiency, Application, and Alternatives in Biomedical Research
This article provides a comprehensive analysis of the selection efficiency of various antibiotic markers, a critical tool in genetic engineering and biotherapeutic development.
Setting Robust Acceptance Criteria for Method Comparability: A Risk-Based Framework for Biologics and ATMPs
This article provides a comprehensive guide for researchers, scientists, and drug development professionals on establishing scientifically sound and defensible acceptance criteria for analytical method comparability and equivalency studies.
MrVI: A Deep Generative Model for Unraveling Cellular Heterogeneity in Single-Cell Genomics
This article provides a comprehensive overview of multi-resolution variational inference (MrVI), a novel deep generative model designed for the exploratory and comparative analysis of large-scale single-cell genomic data.
Overcoming Limited Batch Comparability: A Phase-Appropriate Roadmap for Biologics and Advanced Therapies
This article provides a comprehensive guide for researchers and drug development professionals facing the critical challenge of demonstrating product comparability with limited batch numbers.
Demonstrating Comparability for Biological Products: A 2025 Guide to Regulatory Strategy, Analytical Methods, and Lifecycle Management
This article provides a comprehensive guide for researchers and drug development professionals on demonstrating comparability for biological products.
What Causes Cell Culture Contamination? A Complete Guide to Sources, Prevention, and Control
Cell culture contamination is a critical challenge that compromises experimental integrity, data reproducibility, and patient safety in biopharmaceutical production.
Hydrogel Scaffolds for 3D Cell Culture: A Comprehensive Guide for Advancing Physiological Research and Drug Discovery
This article provides a comprehensive overview of scaffold-based 3D cell culture, with a focused examination of hydrogel technologies.
Automated Annotation with Pre-Trained Models: Accelerating Drug Discovery and Development
This article provides a comprehensive guide for researchers and drug development professionals on leveraging automated annotation with pre-trained models to revolutionize pharmaceutical R&D.
Optimizing Clustering Resolution for Single-Cell RNA-Seq Annotation: A Guide for Robust Biological Discovery and Drug Development
Accurate cell type annotation is a critical step in single-cell RNA sequencing (scRNA-seq) analysis, directly impacting downstream biological interpretation and therapeutic discovery.