Thomas A. Little, PhD, is president, Thomas A. Little Consulting and BioAssay Sciences, 12401 North Wildflower Lane, Highland, Utah 84003, USA, drlittle@dr-tom.com.
Statistical Approaches for Determining Comparability of Biosimilars
Correct organization and appropriate methods for demonstrating biosimilar comparability are important for supporting regulatory filings.
Best Practices for Analytical Method Validation: Study Design, Analysis, and Acceptance Criteria
Developing analytical methods and bioassays is necessary from early on in the drug development life cycle.
Essentials in Bioassay Development
Developing an effective bioassay is crucial for determining the potency of a drug substance or finished drug product. This article gives an overview of how to avoid most problems associated with correct bioassay development.
Identifying and Controlling CPPs and CMAs
Statistical methods to identify critical process parameters and critical material attributes-and approaches to control them-are needed to protect drug product and drug substances.
Process Characterization Essentials, Model Optimization, and Controlling the Process
This article examines how process characterization is crucial to process understanding and then applying that understanding to controlling a process.
Process Characterization Essentials: Process Understanding and Health Authorities Guidance
Process characterization and model building are essential skills and are required for modern drug development.
Establishing Acceptance Criteria for Analytical Methods
Knowing how method performance impacts out-of-specification rates may improve quality risk management and product knowledge.
Essentials in Tolerance Design and Setting Specification Limits
Specification limits should be set early in drug development and refined in later phases as data becomes available.
Essentials in Bioassay Design and Relative Potency Determination
The author describes common components of a relative potency bioassay and provides a framework for assay development, calculation, and control.
Out-of-Trend Identification and Removal in Stability Modelling and Regression Analysis
This article defines the concept, justification, and method of removal of out-of-trend points in stability modelling and shelf-life prediction.
Small-Scale and At-Scale Model Development and Optimization
An approach to small-model generation and calibrating small-scale models to reliably predict performance at scale is presented.
Robust Optimization, Simulation, and Effective Design Space
Approaches to the generation of process models, optimization techniques, and application of a design space are explored.
Method Validation Essentials, Limit of Blank, Limit of Detection, and Limit of Quantitation
Care needs to be made to match the method of limit determination to the analytical method.
Equivalence Testing for Comparability
Understanding the influence of change events on product performance is a necessity to routine drug development, transfer, and validation.
Developing Representative Sampling Plans for Development, Problem Solving, and Validation
The ability to define a scientifically justified and statistically sound sampling procedure is a fundamental skill in modern systematic drug development.
Evaluating Design Margin, Edge of Failure, and Process Capability
Design space generation is encouraged in new product development.
Accelerated Stability Modeling
Characterization of stability performance provides a clear, statistically defendable method for determining accelerated stability.
Design of Experiments for Analytical Method Development and Validation
Design of experiment is a powerful development tool for method characterization and method validation.
Understanding and Modeling Product and Process Variation
Variation understanding and modeling is a core component of modern drug development.
Essentials in Establishing and Using Design Space
Knowledge of product or process acceptance criterion is crucial in design space.
Essentials in Stability Analysis and Expiry Determination
The author discusses the need for stability analysis.
Essentials in Quality Risk Management
Quality risk management is an essential element of every aspect of drug development and manufacturing throughout the product lifecycle.
Assay Development and Method Validation Essentials
A 10-step systematic approach to analytical method development and validation can improve the quality of drug development.
Using a Systematic Approach to Select Critical Process Parameters
Harmonized regulations call for a risk-based and systematic approach to evaluating and selecting CPPs.