Models of Verification

In the pharmaceutical industry, qualification and validation is a critical process to ensure the quality, safety, and efficacy of products. Over the years, several models have emerged to guide efforts for facilities, utilities, systems, equipment, and processes. This blog post will explore three prominent models: the 4Q model, the V-model, and the W-model. We’ll also discuss relevant regulatory guidelines and industry standards.

The 4Q Model

The 4Q model is a widely accepted approach to qualification in the pharmaceutical industry. It consists of four stages:

Design Qualification (DQ): This initial stage focuses on documenting that the design of facilities, systems, and equipment is suitable for the intended purpose. DQ should verify that the proposed design of facilities, systems, and equipment is suitable for the intended purpose. The requirements of the user requirements specification (URS) should be verified during DQ.
Installation Qualification (IQ): IQ verifies that the equipment or system has been properly installed according to specifications. IQ should include verification of the correct installation of components and instrumentation against engineering drawings and specifications — the pre-defined criteria.
Operational Qualification (OQ): This stage demonstrates that the equipment or system operates as intended across the expected operating ranges. OQ should ensure the system is operating as designed, confirming the upper and lower operating limits, and/or “worst case” conditions. Depending on the complexity of the equipment, OQ may be performed as a combined Installation/Operation Qualification (IOQ). The completion of a successful OQ should allow for the finalization of standard operating and cleaning procedures, operator training, and preventative maintenance requirements.
Performance Qualification (PQ): PQ confirms that the equipment or system consistently performs as expected under routine production conditions. PQ should normally follow the successful completion of IQ and OQ, though in some cases, it may be appropriate to perform PQ in conjunction with OQ or Process Validation. PQ should include tests using production materials, qualified substitutes, or simulated products proven to have equivalent behavior under normal operating conditions with worst-case batch sizes. The extent of PQ tests depends on the results from development and the frequency of sampling during PQ should be justified.

The V-Model

The V-model, introduced by the International Society of Pharmaceutical Engineers (ISPE) in 1994, provides a visual representation of the qualification process:

The left arm of the “V” represents the planning and specification phases.
The bottom of the “V” represents the build and unit testing phases.
The right arm represents the execution and qualification phases.

This model emphasizes the relationship between each development stage and its corresponding testing phase, promoting a systematic approach to validation.

The W-Model

The W-model is an extension of the V-model that explicitly incorporates commissioning activities:

The first “V” represents the traditional V-model stages.
The center portion of the “W” represents commissioning activities.
The second “V” represents qualification activities.

This model provides more granularity to what is identified as “verification testing,” including both commissioning (e.g., FAT, SAT) and qualification testing (IQ, OQ, PQ).

Aspect	4Q Model	V-Model	W-Model
Stages	DQ, IQ, OQ, PQ	User Requirements, Functional Specs, Design Specs, IQ, OQ, PQ	User Requirements, Functional Specs, Design Specs, Commissioning, IQ, OQ, PQ
Focus	Sequential qualification stages	Linking development and testing phases	Integrating commissioning with qualification
Flexibility	Moderate	High	High
Emphasis on Commissioning	Limited	Limited	Explicit
Risk-based Approach	Can be incorporated	Can be incorporated	Inherently risk-based

Where Qualifcation Fits into the Regulatory Landscape and Industry Guidelines

WHO Guidelines

The World Health Organization (WHO) provides guidance on validation and qualification in its “WHO good manufacturing practices for pharmaceutical products: main principles”. While not explicitly endorsing a specific model, WHO emphasizes the importance of a systematic approach to validation.

EMA Guidelines

The European Medicines Agency (EMA) has published guidelines on process validation for the manufacture of biotechnology-derived active substances and data to be provided in regulatory submissions. These guidelines align with the principles of ICH Q8, Q9, and Q10, promoting a lifecycle approach to validation.

Annex 15 provides guidance on qualification and validation in pharmaceutical manufacturing. Regarding Design Qualification (DQ), Installation Qualification (IQ), Operational Qualification (OQ), and Performance Qualification (PQ) which is pretty much either the V or W model.

Annex 15 emphasizes a lifecycle approach to validation, considering all stages from initial development of the user requirements specification through to the end of use of the equipment, facility, utility, or system. The main stages of qualification and some suggested criteria are indicated as a “could” option, allowing for flexibility in approach.

Annex 15 provides a structured yet flexible approach to qualification, allowing pharmaceutical manufacturers to adapt their validation strategies to the complexity of their equipment and processes while maintaining compliance with regulatory requirements.

FDA Guidance

The U.S. Food and Drug Administration (FDA) issued its “Guidance for Industry: Process Validation: General Principles and Practices” in 2011. This guidance emphasizes a lifecycle approach to process validation, consisting of three stages: process design, process qualification, and continued process verification.

ASTM E2500

ASTM E2500, “Standard Guide for Specification, Design, and Verification of Pharmaceutical and Biopharmaceutical Manufacturing Systems and Equipment,” provides a risk-based approach to validation. It introduces the concept of “verification” as an alternative to traditional qualification steps, allowing for more flexible and efficient validation processes.

ISPE Guidelines

The International Society for Pharmaceutical Engineering (ISPE) has published several baseline guides and good practice guides that complement regulatory requirements. These include guides on commissioning and qualification, as well as on the implementation of ASTM E2500.

Baseline Guide Vol 5: Commissioning & Qualification (Second Edition)

This guide offers practical guidance on implementing a science and risk-based approach to commissioning and qualification (C&Q). Key aspects include:

Applying Quality Risk Management to C&Q
Best practices for User Requirements Specification, Design Review, Design Qualification, and acceptance/release
Efficient use of change management to support C&Q
Good Engineering Practice documentation standards

The guide aims to simplify and improve the C&Q process by integrating concepts from regulatory guidances (EMA, FDA, ISO) and replacing certain aspects of previous approaches with Quality Risk Management and Good Engineering Practice concepts.

Conclusion

While the 4Q, V, and W models provide structured approaches to validation, the pharmaceutical industry is increasingly moving towards risk-based and science-driven methodologies. Regulatory agencies and industry organizations are promoting flexible approaches that focus on critical aspects of product quality and patient safety.

By leveraging guidelines such as ASTM E2500 and ISPE recommendations, pharmaceutical companies can develop efficient validation strategies that meet regulatory requirements while optimizing resources. The key is to understand the principles behind these models and guidelines and apply them in a way that best suits the specific needs of each facility, system, or process.

Performing Design Review and Design Qualification

A critical step in ensuring the quality and safety of processes as part of verification is Design Review, which is sometimes expanded to Design Qualification.

Design Review: The Foundation of Quality

Design Review is a systematic, documented examination of a proposed design to evaluate its adequacy and identify potential issues early in the development process. Here’s how to conduct an effective Design Review:

Plan Systematically: Schedule reviews at appropriate stages of development, ensuring they align with your project timeline.
Involve the Right People: Include representatives from all relevant functions and an independent reviewer not directly responsible for the design stage being evaluated.
Focus on Critical Aspects: Prioritize design elements that directly impact product quality and patient safety.
Document Thoroughly: Record all findings, including the design under review, participants, date, and any proposed actions.
Iterate as Needed: Conduct reviews iteratively as supplier design documents are published, allowing for early issue identification and correction.

Design Qualification: Verifying Suitability

Design Qualification (DQ) is the documented verification that the proposed design of facilities, equipment, or systems is suitable for its intended purpose. Here’s how to implement DQ effectively:

Develop User Requirements: Create a detailed User Requirements Specification (URS) outlining what the equipment or system is expected to do.
Create Functional Specifications: Translate user requirements into technical specifications that guide the design process.
Perform Risk Assessment: Identify potential risks associated with the design and develop mitigation strategies.
Review Design Specifications: Ensure the design meets all specified requirements, including GMP and regulatory standards.
Document and Approve: Formally document the DQ process and obtain approval from key stakeholders, including quality assurance personnel.

Integrating Design Review and DQ

To maximize the effectiveness of these processes:

Use a Risk-Based Approach: Prioritize efforts based on the level of risk to product quality and patient safety.
Leverage Subject Matter Experts: Involve SMEs from the start to contribute their expertise throughout the process.
Implement Change Management: Establish a robust system to manage design changes effectively and avoid late-stage issues.
Ensure Quality Oversight: Have Quality Assurance provide oversight to maintain compliance with current regulations and GMP requirements.
Document Comprehensively: Maintain thorough records of all reviews, qualifications, and decisions made during the process.

Implementing a systematic approach to Design Review and Design Qualification not only helps meet regulatory expectations but also contributes to operational efficiency and product excellence. As the pharmaceutical landscape evolves, staying committed to these foundational practices will remain crucial for success in this highly regulated industry.

The Types of User Requirements

User requirements are typically divided into several categories to ensure comprehensive coverage of all aspects of product development, manufacturing, and quality control and to help guide the risk-based approach to verification.

Product User Requirements

These requirements relate directly to the product being manufactured and the processes involved in its production. They include:

Critical Quality Attributes (CQAs) of the product
Critical Process Parameters (CPPs)
Required throughput and production conditions
Specifications for raw materials and finished products

Building the FUSE(P) User Requirements in an ICH Q8, Q9 and Q10 World

Quality Requirements

Quality requirements focus on ensuring that the product meets all necessary quality standards and regulatory compliance. This category includes:

Good Manufacturing Practices (GMP) compliance, including around cleaning, cross-contamination, etc to ensure compliance with various regulations such as FDA guidelines, EU GMP, and ICH standards.
Documentation and record-keeping standards
Contamination control strategies are a key part of quality requirements, as they are essential for maintaining product quality and patient safety.
Data integrity requirements fall under this category, as they are crucial for ensuring the quality and reliability of data.

Not everyone advocates for this breakdown but I am a huge proponent as it divides the product specific requirements for the more standard must’s of meeting the cGMPs that are not product specific. This really helps when you are a multi-product facility and it helps define what is in the PQ versus what is in the PPQ.

Safety User Requirements

Safety requirements address the safety of personnel, patients, and the environment. They encompass:

Occupational health and safety measures
Environmental protection protocols
Patient safety considerations in product design

General User Requirements

General requirements cover broader aspects of the manufacturing system and facility. These may include:

Facility design and layout
Equipment specifications
Utility requirements (e.g., power, water, HVAC)
Maintenance procedures

By categorizing user requirements in this way, pharmaceutical companies can ensure a comprehensive approach to product development and manufacturing, addressing all critical aspects from product quality to regulatory compliance and safety. This will help drive appropriate verification.

Crafting Good User Requirements

Building the FUSE(P) User Requirements in an ICH Q8, Q9 and Q10 World

“The specification for equipment, facilities, utilities or systems should be defined in a URS and/or a functional specification. The essential elements of quality need to be built in at this stage and any GMP risks mitigated to an acceptable level. The URS should be a point of reference throughout the validation life cycle.” – Annex 15, Section 3.2, Eudralex Volume 4

User Requirement Specifications serve as a cornerstone of quality in pharmaceutical manufacturing. They are not merely bureaucratic documents but vital tools that ensure the safety, efficacy, and quality of pharmaceutical products.

Defining the Essentials

A well-crafted URS outlines the critical requirements for facilities, equipment, utilities, systems and processes in a regulated environment. It captures the fundamental aspects and scope of users’ needs, ensuring that all stakeholders have a clear understanding of what is expected from the final product or system.

Crafting Good User Requirements

Building Quality from the Ground Up

The phrase “essential elements of quality need to be built in at this stage” emphasizes the proactive approach to quality assurance. By incorporating quality considerations from the outset, manufacturers can:

Minimize the risk of errors and defects
Reduce the need for costly corrections later in the process
Ensure compliance with Good Manufacturing Practice (GMP) standards

Mitigating GMP Risks

Risk management is a crucial aspect of pharmaceutical manufacturing. The URS plays a vital role in identifying and addressing potential GMP risks early in the development process. By doing so, manufacturers can:

Implement appropriate control measures
Design systems with built-in safeguards
Ensure that the final product meets regulatory requirements

The URS as a Living Document

One of the key points in the regulations is that the URS should be “a point of reference throughout the validation life cycle.” This underscores the dynamic nature of the URS and its ongoing importance.

Continuous Reference

Throughout the development, implementation, and operation of a system or equipment, the URS serves as:

A benchmark for assessing progress
A guide for making decisions
A tool for resolving disputes or clarifying requirements

Adapting to Change

As projects evolve, the URS may need to be updated to reflect new insights, technological advancements, or changing regulatory requirements. This flexibility ensures that the final product remains aligned with user needs and regulatory expectations.

Practical Implications

Involve multidisciplinary teams in creating the URS, including representatives from quality assurance, engineering, production, and regulatory affairs.
Conduct thorough risk assessments to identify potential GMP risks and incorporate mitigation strategies into the URS.
Ensure clear, objectively stated requirements that are verifiable during testing and commissioning.
Align the URS with company objectives and strategies to ensure long-term relevance and support.
Implement robust version control and change management processes for the URS throughout the validation lifecycle.

Executing the Control Space from the Design Space

The User Requirements Specification (URS) is a mechanism for executing the control space, from the design space as outlined in ICH Q8. To understand that, let’s discuss the path from a Quality Target Product Profile (QTPP) to Critical Quality Attributes (CQAs) to Critical Process Parameters (CPPs) with Proven Acceptable Ranges (PARs), which is a crucial journey in pharmaceutical development using Quality by Design (QbD) principles. This systematic approach ensures that the final product meets the desired quality standards and user needs.

It is important to remember that this is usually a set of user requirements specifications, respecting the system boundaries.

From QTPP to CQAs

The journey begins with defining the Quality Target Product Profile (QTPP). The QTPP is a comprehensive summary of the quality characteristics that a drug product should possess to ensure its safety, efficacy, and overall quality. It serves as the foundation for product development and includes considerations such as:

Dosage strength
Delivery system
Dosage form
Container system
Purity
Stability
Sterility

Once the QTPP is established, the next step is to identify the Critical Quality Attributes (CQAs). CQAs are physical, chemical, biological, or microbiological properties that should be within appropriate limits to ensure the desired product quality. These attributes are derived from the QTPP and are critical to the safety and efficacy of the product.

From CQAs to CPPs

With the CQAs identified, the focus shifts to determining the Critical Process Parameters (CPPs). CPPs are process variables that have a direct impact on the CQAs. These parameters must be monitored and controlled to ensure that the product consistently meets the desired quality standards. Examples of CPPs include:

Temperature
pH
Cooling rate
Rotation speed

The relationship between CQAs and CPPs is established through risk assessment, experimentation, and data analysis. This step often involves Design of Experiments (DoE) to understand how changes in CPPs affect the CQAs. This is Process Characterization.

Establishing PARs

For each CPP, a Proven Acceptable Range (PAR) is determined. The PAR represents the operating range within which the CPP can vary while still ensuring that the CQAs meet the required specifications. PARs are established through rigorous testing and validation processes, often utilizing statistical tools and models.

Build the Requirements for the CPPs

The CPPs with PARs are process parameters that can affect critical quality attributes of the product and must be controlled within predetermined ranges. These are translated into user requirements. Many will specifically label these as Product User Requirements (PUR) to denote they are linked to the overall product capability. This helps to guide risk assessments and develop an overall verification approach.

Most of Us End Up on the Less than Happy Path

This approach is the happy path that aligns nicely with the FDA’s Process Validation Model.

This can quickly break down in the real world. Most of us go into CDMOs with already qualified equipment. We have platforms on which we’ve qualified our equipment, too. We don’t know the CPPs until just before PPQ.

This makes the user requirements even more important as living documents. Yes, we’ve qualified our equipment for these large ranges. Now that we have the CPPs, we update the user requirements for the Product User Requirements, perform an overall assessment of the gaps, and, with a risk-based approach, do additional verification activations either before or as part of Process Performance Qualification (PPQ).

Best Practices for Managing the Life-Cycle of Single-Use Systems

Single-use systems (SUS) have become increasingly prevalent in biopharmaceutical manufacturing due to their flexibility, reduced contamination risk, and cost-effectiveness. The thing is, management of the life-cycle of single-use systems becomes critical and is an area organizations can truly screw up by cutting corners. To do it right requires careful collaboration between all stakeholders in the supply chain, from raw material suppliers to end users.

Design and Development

Apply Quality by Design (QbD) principles from the outset by focusing on process understanding and the design space to create controlled and consistent manufacturing processes that result in high-quality, efficacious products. This approach should be applied to SUS design.

ASTM E3051 “Standard guide for specification, design, verification, and application of SUS in pharmaceutical and biopharmaceutical manufacturing” provides an excellent framework for the design process.

Make sure to conduct thorough risk assessments, considering potential failure modes and effects throughout the SUS life-cycle.

Engage end-users early to understand their specific requirements and process constraints. A real mistake in organizations is not involving the end-users early enough. From the molecule steward to manufacturing these users are critical.

Raw Material and Component Selection

Carefully evaluate and qualify raw materials and components. Work closely with suppliers to understand material properties, extractables/leachables profiles, and manufacturing processes.

Develop comprehensive specifications for critical materials and components. ASTM E3244 is handy place to look for guidance on raw material qualification for SUS.

Manage the Supplier through Manufacturing and Assembly

Implementing robust supplier qualification and auditing programs and establish change control agreements with suppliers to be notified of any changes that could impact SUS performance or quality. It is important the supplier have a robust quality management system and that they apply Good Manufacturing Practices (GMP) through their facilities. Ensure they have in place appropriate controls to

Validate sterilization processes
Conduct routine bioburden and endotoxin testing
Design packaging to protect SUS during transportation and storage. Shipping methods need to protect against physical damage and temperature excursions
Establish appropriate storage conditions and shelf-life based on stability studies
Provide appropriate labeling and traceability
Have appropriate inventory controls. Ideally select suppliers who understand the importance of working with you for collaborative planning, forecasting and replenishment (CPFR)

Testing and Qualification

Develop a comprehensive testing strategy, including integrity testing and conduct extractables and leachables studies following industry guidelines. Evaluate the suppliers shipping and transportation studies to evaluate SUS robustness and determine if you need additional studies.

Implementation and Use

End users should have appropriate and comprehensive documentation and training to end users on proper handling, installation, and use of SUS. These procedures should include how to perform pre-use integrity testing at the point of use as well as how to perform thorough in-process and final inspections.

Consider implementing automated visual inspection systems and other appropriate monitoring.

Implement appropriate environmental monitoring programs in SUS manufacturing areas. While the dream of manufacturing outdoors is a good one, chances are we aren’t even close yet. Don’t short this layer of control.

Continuous Improvement

Ensure you have appropriate mechanisms in place to gather data on SUS performance and any issues encountered during use. Share relevant information across the supply chain to drive improvements.

Conduct periodic audits of suppliers and manufacturing facilities.

Stay updated on evolving regulatory guidance and industry best practices. There is still a lot changing in this space.