Metrics Plan for Facility, Utility, System and Equipment

As October rolls around I am focusing on 3 things: finalizing a budget; organization design and talent management; and a 2025 metrics plan. One can expect those three things to be the focus of a lot of my blog posts in October.

Go and read my post on Metrics plans. Like many aspects of a quality management system we don’t spend nearly enough time planning for metrics.

So over the next month I’m going to develop the strategy for a metrics plan to ensure the optimal performance, safety, and compliance of our biotech manufacturing facility, with a focus on:

  1. Facility and utility systems efficiency
  2. Equipment reliability and performance
  3. Effective commissioning, qualification, and validation processes
  4. Robust quality risk management
  5. Stringent contamination control measures

Following the recommended structure of a metrics plan, here is the plan:

Rationale and Desired Outcomes

Implementing this metrics plan will enable us to:

  • Improve overall facility performance and product quality
  • Reduce downtime and maintenance costs
  • Ensure regulatory compliance
  • Minimize contamination risks
  • Optimize resource allocation

Metrics Framework

Our metrics framework will be based on the following key areas:

  1. Facility and Utility Systems
  2. Equipment Performance
  3. Commissioning, Qualification, and Validation (CQV)
  4. Quality Risk Management (QRM)
  5. Contamination Control

Success Criteria

Success will be measured by:

  • Reduction in facility downtime
  • Improved equipment reliability
  • Faster CQV processes
  • Decreased number of quality incidents
  • Reduced contamination events

Implementation Plan

Steps, Timelines & Milestones

  1. Develop detailed metrics for each key area (Month 1)
  2. Implement data collection systems (Month 2)
  3. Train personnel on metrics collection and analysis (Month 3)
  4. Begin data collection and initial analysis (Month 4)
  5. Review and refine metrics (Month 9)
  6. Full implementation and ongoing analysis (Month 12 onwards)

This plan gets me ready to evaluate these metrics as part of governance in January of next year.

In October I will breakdown some metrics, explaining them and provide the rationale, and demonstrate how to collect. I’ll be striving to break these metrics into key performance indicators (KPI), key behavior indicators (KBI) and key risk indicators (KRI).

Water, Water, Everywhere

XKCD, https://xkcd.com/2982/

Everyone probably feels like the above illustration sooner or later about their water system.

The Critical Role of Water in Pharmaceutical Manufacturing

In the pharmaceutical industry, we often joke that we’re primarily water companies that happen to make drugs on the side. This quip underscores a fundamental truth: water is a crucial component in drug manufacturing processes. Its purity and quality are paramount to ensuring the safety and efficacy of pharmaceutical products.

Why Water Quality Matters

Water is ubiquitous in pharmaceutical manufacturing, used in everything from cleaning equipment to serving as a key ingredient in many formulations. Given its importance, regulatory bodies like the FDA and EMA have established stringent Good Manufacturing Practice (GMP) guidelines for water systems in pharmaceutical facilities.

GMP Requirements for Water Systems

The GMPs mandate that water systems be meticulously designed, constructed, installed, commissioned, qualified, monitored, and maintained. The primary goal? Preventing microbiological contamination. This comprehensive approach encompasses several key areas:

  1. System Design: Water systems must be engineered to minimize the risk of contamination.
  2. Construction and Installation: Materials and methods used must meet high standards to ensure system integrity.
  3. Commissioning and Qualification: Rigorous testing is required to verify that the system performs as intended.
  4. Monitoring: Ongoing surveillance is necessary to detect any deviations from established parameters.
  5. Maintenance: Regular upkeep is crucial to maintain system performance and prevent degradation.

Key Regulatory Requirements

AgencyTitleYearURL
EMAGuideline on the quality of water for pharmaceutical use2020https://www.ema.europa.eu/en/documents/scientific-guideline/guideline-quality-water-pharmaceutical-use_en.pdf
WHOGood manufacturing practices: water for pharmaceutical use2012https://www.who.int/docs/default-source/medicines/norms-and-standards/guidelines/production/trs970-annex2-gmp-wate-pharmaceutical-use.pdf
US FDAGuide to inspections of high purity water systems2016https://www.fda.gov/media/75927/download
PIC/SInspection of utilities2014https://picscheme.org/docview/1941
US FDAWater for pharmaceutical use2014https://www.fda.gov/media/88905/download
USP<1231> Water for pharmaceutical purposes2020Not publicly available
USP<543> Water Conductivity2020Not publicly available
USP<85> Bacterial Endotoxins Test2020Not publicly available
USP<643> Total Organic Carbon2020Not publicly available
Ph. Eur.Monograph 0168 (Water for injections)2020Not publicly available
Ph. Eur.Monograph 0008 (Purified water)2020Not publicly available

Specific Measures for Contamination Prevention

To meet these GMP requirements, pharmaceutical manufacturers must implement several specific measures:

Minimizing Particulates

Particulate matter in water can compromise product quality and potentially harm patients. Filtration systems and regular cleaning protocols are essential to keep particulate levels in check.

Controlling Microbial Contamination

Microorganisms can proliferate rapidly in water systems if left unchecked. Strategies to prevent this include:

  • Regular sanitization procedures
  • Maintaining appropriate water temperatures
  • Implementing effective water treatment technologies (e.g., UV light, ozonation)

Preventing Endotoxin Formation

Endotoxins, produced by certain bacteria, can be particularly problematic in pharmaceutical water systems. Measures to prevent endotoxin formation include:

  • Minimizing areas where water can stagnate
  • Ensuring complete drainage of pipes
  • Regular system flushing

The Ongoing Challenge

Maintaining water quality in pharmaceutical manufacturing is not a one-time effort but an ongoing process. It requires constant vigilance, regular testing, and a commitment to continuous improvement. As regulations evolve and our understanding of potential contaminants grows, so too must our approaches to water system management.

Types of Water

These water types are defined and regulated by pharmacopeias such as the United States Pharmacopeia (USP), European Pharmacopoeia (Ph. Eur.), and other regional standards. Pharmaceutical manufacturers must adhere to the specific requirements outlined in these references to ensure water quality and safety in drug production.

Potable Water

Potable water, also known as drinking water, may be used for some pharmaceuticals bt is more commonly used in cosmetics. It can also be used for cleanings walls and floors in non-asceptic areas.

Key points:

  • Must comply with EPA standards or comparable regulations in the EU/Japan
  • Can be used to manufacture drug substances (bulk drugs)
  • Not suitable for preparing USP dosage forms or laboratory reagents

Purified Water (PW)

Purified water is widely used in pharmaceutical manufacturing for non-sterile preparations.

Specifications (USP <1231>):

  • Conductivity: ≤1.3 μS/cm at 25°C
  • Total organic carbon (TOC): ≤500 ppb
  • Microbial limits: ≤100 CFU/mL

Applications:

  • Non-parenteral preparations
  • Cleaning equipment for non-parenteral products
  • Preparation of some bulk chemicals

Water for Injection (WFI)

Water for Injection is used for parenteral drug products and has stricter quality standards.

Specifications (USP <1231>):

  • Conductivity: ≤1.3 μS/cm at 25°C
  • TOC: ≤500 ppb
  • Bacterial endotoxins: <0.25 EU/mL
  • Microbial limits: ≤10 CFU/100 mL

Production methods:

  • Distillation
  • Reverse osmosis (allowed by Ph. Eur. since 2017)

Sterile Water for Injection (SWFI)

SWFI is WFI that has been sterilized for direct administration.

Characteristics:

  • Sterile
  • Non-pyrogenic
  • Packaged in single-dose containers

Highly Purified Water (HPW)

Previously included in the European Pharmacopoeia, but now discontinued.

Type of WaterDescriptionUSP ReferenceEP Reference
Potable WaterMeets drinking water standards, used for early stages of manufacturingNot applicableNot applicable
Purified Water (PW)Used for non-sterile preparations, cleaning equipmentUSP <1231>Ph. Eur. 0008
Water for Injection (WFI)Used for parenteral products, higher purity than PWUSP <1231>Ph. Eur. 0169
Sterile Water for Injection (SWFI)WFI that has been sterilized for direct administrationUSP <1231>Ph. Eur. 0169
Bacteriostatic Water for InjectionContains bacteriostatic agents, for multiple-dose useUSP <1231>Ph. Eur. 0169
Sterile Water for IrrigationPackaged in single-dose containers larger than 1LUSP <1231>Ph. Eur. 1116
Sterile Water for InhalationFor use in inhalators, less stringent endotoxin levelsUSP <1231>Ph. Eur. 1116
Water for HemodialysisSpecially treated for use in hemodialysis, produced on-siteUSP <1231>Not specified

Additional relevant USP chapters:

  • USP <645>: Water for Pharmaceutical Purposes – Microbial Attributes
  • USP <85>: Bacterial Endotoxins Test

Always refer to the most current versions of the pharmacopoeial monographs and regulatory guidelines for detailed information.

Good Water System Design

Hygienic and Sanitary Design

The cornerstone of any good water system is its hygienic and sanitary design. This principle encompasses several aspects:

  • Smooth, cleanable surfaces: All surfaces in contact with water should be smooth, non-porous, and easily cleanable to prevent biofilm formation.
  • Self-draining components: Pipes and tanks should be designed to drain completely, eliminating standing water that could harbor microorganisms.
  • Accessibility: All parts of the system should be easily accessible for inspection, cleaning, and maintenance.

Material Selection

Choosing the right materials is crucial for maintaining water quality and system integrity:

  • Corrosion resistance: Use materials that resist corrosion, such as stainless steel (316L grade for high-purity applications) or appropriate food-grade plastics.
  • Smooth internal finish: Crevices are places where corrosion happens, electropolishing improves the resistance of stainless steel to corrosion.
  • Leachate prevention: Select materials that do not leach harmful substances into the water, even under prolonged contact or elevated temperatures.
  • Non-adsorptive surfaces: Avoid materials that may adsorb contaminants, which could later be released back into the water.

Microbial Control

Preventing microbial growth is essential for water system safety:

  • Elimination of dead legs: Design piping to avoid areas where water can stagnate and microorganisms can proliferate.
  • Temperature control: Maintain temperatures outside the optimal range for microbial growth (typically below 20°C or above 50°C).
  • Regular sanitization: Incorporate features that allow for effective and frequent sanitization of the entire system.

System Integrity

Ensuring the system remains sealed and leak-free is critical:

  • Proper sealing: Use appropriate gaskets and seals compatible with the system’s operating conditions.
  • Pressure testing: Implement regular pressure tests to identify and address potential leaks promptly.
  • Quality connections: Utilize sanitary fittings and connections designed for hygienic applications.

Cleaning and Sanitization Compatibility

The system must withstand regular cleaning and sanitization:

  • Chemical resistance: Choose materials and components that can tolerate cleaning and sanitizing agents without degradation.
  • Thermal stability: Ensure all parts can withstand thermal sanitization processes if applicable.
  • CIP/SIP design: Incorporate Clean-in-Place (CIP) or Steam-in-Place (SIP) features for efficient and thorough cleaning.

Capacity and Performance

Meeting output requirements while maintaining quality is crucial:

  • Proper sizing: Design the system to meet peak demand without compromising water quality or flow rates.
  • Redundancy: Consider incorporating redundant components for critical parts to ensure continuous operation.
  • Efficiency: Optimize the system layout to minimize pressure drops and energy consumption.

Monitoring and Control

Implement robust monitoring systems to ensure water quality:

  • Sampling points: Strategically place sampling ports throughout the system for regular quality checks.
  • Instrumentation: Install appropriate instruments to monitor critical parameters such as flow rate, pressure, temperature, and conductivity.
  • Control systems: Implement automated control systems to maintain consistent water quality and system performance.

Regulatory Compliance

Ensure the system design meets all relevant regulatory requirements:

  • Material compliance: Use only materials approved for contact with water in your specific application.
  • Documentation: Maintain detailed documentation of system design, materials, and operating procedures.
  • Validation: Conduct thorough system qualification to demonstrate consistent performance and quality.

By adhering to these principles, you can design a water system that not only meets your capacity requirements but also ensures the highest standards of safety and quality. Remember, good water system design is an ongoing process that requires regular review and updates to maintain its effectiveness over time.

The Validation Discrepancy

I don’t like the term validation deviation, preferring to use discrepancy to cover the errors or failures that occur during qualification/validation, such as when the actual results of a test step in a protocol do not match the expected results. These discrepancies can arise for various reasons, including errors in the protocol, execution issues, or external factors.

I don’t like using the term deviation as I try to avoid terms becoming too overused in too many ways. By choosing discrepancy it serves to move them to a lower order of problem so they can be addressed holistically.

Validation discrepancies really get to the heart of deciding whether the given system/process is fit-for-purpose and fit-for-use. As such, they require being addressed in a timely and pragmatic way.

And, like anything else, having an effective procedure to manage is critical.

Validation discrepancies are a great example of building problem-solving into a process.

ASTM E2500 Approach to Validation

ASTM E2500, the Standard Guide for Specification, Design, and Verification of Pharmaceutical and Biopharmaceutical Manufacturing Systems and Equipment, is intended to “satisfy international regulatory expectations in ensuring that manufacturing systems and equipment are fit for the intended use and to satisfy requirements for design, installation, operation, and performance.”

The ASTM E2500 approach is a comprehensive framework for specification setting, design, and verification of pharmaceutical and biopharmaceutical manufacturing systems and equipment. It emphasizes a risk- and science-based methodology to ensure that systems are fit for their intended use, ultimately aiming to enhance product quality and patient safety.

Despite its 17-year history, it is fair to say it is not the best-implemented standard. There are still many unrealized opportunities and some major challenges. I don’t think a single organization I’ve been in has fully aligned, and ASTM E2500 can feel aspirational.

Key Principles

  1. Risk Management: The approach integrates risk management principles from ICH Q8, Q9, and Q10, focusing on identifying and mitigating risks to product quality and patient safety throughout the lifecycle of the manufacturing system.
  2. Good Engineering Practices (GEP): It incorporates GEP to ensure systems are correctly designed, installed, and operated.
  3. Flexibility and Efficiency: It strives for a more flexible and efficient organization of verification activities that can be adapted to each project’s specific context.

Know your Process

Regulatory agencies expect drugmakers to persuade them that we know our processes and that our facilities, equipment, systems, utilities, and procedures have been established based on concrete data and a thorough risk assessment. The ASTM E2500 standard provides a means of demonstrating that all of these factors have been validated in consideration of carefully evaluated risks.

What the Standard Calls for

Four Main Steps

  1. Requirements: Define the system’s needs and critical aspects. Subject Matter Experts (SMEs) play a crucial role in this phase by defining needs, identifying critical aspects, and developing the verification strategy.
  2. Specification & Design: Develop detailed specifications and design the system to meet the requirements. This step involves thorough design reviews and risk assessments to ensure the system functions as intended.
  3. Verification: Conduct verification activities to confirm that the system meets all specified requirements. This step replaces the traditional FAT/SAT/IQ/OQ/PQ sequence with a more streamlined verification process that can be tailored to the project’s needs.
  4. Acceptance & Release: Finalize the verification process and release the system for operational use. This step includes the final review and approval of all verification activities and documentation.

Four Cross-Functional Processes

  1. Good Engineering Practices (GEP): Ensure all engineering activities adhere to industry standards and best practices.
  2. Quality Risk Management: Continuously assess and manage risks to product quality and patient safety throughout the project.
  3. Design Review: Regularly reviews the system design to ensure it meets all requirements and addresses identified risks.
  4. Change Management: Implement a structured process for managing system changes to ensure that all modifications are appropriately evaluated and documented.

Applications and Benefits

  • Applicability: The ASTM E2500 approach can be applied to new and existing manufacturing systems, including laboratory, information, and medical device manufacturing systems.
  • Lifecycle Coverage: It applies throughout the manufacturing system’s lifecycle, from concept to retirement.
  • Regulatory Compliance: The approach is designed to conform with FDA, EU, and other international regulations, ensuring that systems are qualified and meet all regulatory expectations.
  • Efficiency and Cost Management: By focusing on critical aspects and leveraging risk management tools, the ASTM E2500 approach can streamline project execution, reduce time to market, and optimize resource utilization.

The ASTM E2500 approach provides a structured, risk-based framework for specifying, designing, and verifying pharmaceutical and biopharmaceutical manufacturing systems. It emphasizes flexibility, efficiency, and regulatory compliance, making it a valuable tool for ensuring product quality and patient safety.

What Makes it Different?

ASTM E2500The more traditional approach
Testing ApproachIt emphasizes a risk-based approach, focusing on identifying and managing risks to product quality and patient safety throughout the manufacturing system’s lifecycle. This approach allows for flexibility in organizing verification activities based on the specific context and critical aspects of the system.Typically follows a prescriptive sequence of tests (FAT, SAT, IQ, OQ, PQ) as outlined in guidelines like EU GMP Annex 15. This method is more rigid and less adaptable to the specific needs and risks of each project.
Verification vs QualificationThe term “verification” encompasses all testing activities, which can be organized more freely and rationally to optimize efficiency. Verification activities are tailored to the project’s needs and focus on critical aspects.Follows a structured qualification process (Installation Qualification, Operational Qualification, Performance Qualification) with predefined steps and documentation requirements.
Role of Subject Matter ExpertsSMEs play a crucial role from the start of the project, contributing to the definition of needs, identification of critical aspects, system design review, and development of the verification strategy. They are involved throughout the project lifecycle.SMEs are typically involved at specific points in the project lifecycle, primarily during the qualification phases, and may not have as continuous a role as in the ASTM E2500 approach.
Integration of Good Engineering PracticesOffers greater flexibility in organizing verification activities, allowing for a more efficient and streamlined process. This can lead to reduced time to market and optimized resource utilization.While GEP is also important, the focus is more on the qualification steps rather than integrating GEP throughout the entire project lifecycle.
Change ManagementIt emphasizes early and continuous change management, starting from the supplier’s site, to avoid test duplication and ensure that changes are properly evaluated and documented.It emphasizes early and continuous change management, starting from the supplier’s site, to avoid test duplication and ensure that changes are properly evaluated and documented.
DocumentationDocumentation is focused on risk management and verification activities, ensuring compliance with international regulations (FDA, EU, ICH Q8, Q9, Q10). The approach is designed to meet regulatory expectations while allowing for flexibility in documentation.quires extensive documentation for each qualification step, which can be more cumbersome and less adaptable to specific project needs.

Opinion

I’m watching to see what the upcoming update to Annex 15 will do to address the difficulties some see between an ATSM E2500 approach and the European regulations. I also hope we will see an update to ISPE Baseline® Guide Volume 5: Commissioning and Qualification to align an approach.

ISPE Baseline® Guide Volume 5ATSM E2500
Design inputs
Impact assessment
Design Qualification
Commissioning
Multiple trial runs to get things right
IQ, OQ, PQ, and acceptance criteria
GEP Scope and QA Scope overlapped
Focused on Documentation Deliverables
Change Management
Design inputs
Design Review
Risk Mitigation
Critical Control Parameters define Acceptance Criteria
Verification Testing
Performance Testing
GEP Scope and QA Scope have a clear boundary
Process, Product Quality and Patient Safety
Quality by Design, Design Space, and Continuous Improvement

To be honest I don’t think ATSM E2500, ISPE Guide 5, or anything else has the balance just right. And your program ends up being a triangulation between these and the regulations. And don’t even bring in trying to align GAMP5 or USP <1058> or…or…or…

And yes, I do consider this part of my 3-year plan. I look forward to the challenges of a culture shift, increased SME involvement, formalization of GEPs (and teaching engineers how to write), effective change management, timely risk assessments, and comprehensive implementation planning.

Living Risk in the Validation Lifecycle

Risk management plays a pivotal role in validation by enabling a risk-based approach to defining validation strategies, ensuring regulatory compliance, mitigating product quality and safety risks, facilitating continuous improvement, and promoting cross-functional collaboration. Integrating risk management principles into the validation lifecycle is essential for maintaining control and consistently producing high-quality products in regulated industries such as biotech and medical devices.

We will conduct various risk assessments in our process lifecycle—many ad hoc (static) and a few living (dynamic). Understanding how they fit together in a larger activity set is crucial.

In the Facility, Utilities, Systems, and Equipment (FUSE) space, we are taking the process understanding, translating it into a design, and then performing Design Qualification (DQ) to verify that the critical aspects (CAs) and critical design elements (CDEs) necessary to control risks identified during the quality risk assessment (QRA) are present in the design. This helps mitigate risks to product quality and patient safety. To do this, we need to properly understand the process. Unfortunately, we often start with design before understanding the process and then need to go back and perform rework. Too often I see a dFMEA ignored or as an input to the pFMEA instead of working together in a full risk management cycle.

The Preliminary Hazard Analysis (PHA) supports a pFMEA, which supports a dFMEA, which supports the pFMEA (which also benefits at this stage from a HAACP). Tools fit together to provide the approach. Tools do not become the approach.

Design and Process FMEAs

DFMEA (Design Failure Mode and Effects Analysis) and PFMEA (Process Failure Mode and Effects Analysis) are both methodologies used within the broader FMEA framework to identify and mitigate potential failures. Still, they focus on different aspects of development and manufacturing.

DFMEAPFMEA
Scope and FocusPrimarily scrutinizes design to preempt flaws.Focuses on processes to ensure effectiveness, efficiency and reliability.
Stakeholder InvolvementEngages design-oriented teams like engineering, quality engineers, and reliability engineers.Involves operation-centric personnel such as manufacturing, quality control, quality operations, and process engineers.
Inputs and OutputsRelies on design requirements, product specs, and component interactions to craft a robust product.Utilizes process steps, equipment capabilities, and parameters to design a stable operational process.
Stages in lifecycleConducted early in development, concurrent with the design phase, it aids in early issue detection and minimizes design impact.Executed in production planning post-finalized design, ensuring optimized operations prior to full-scale production.
Updated WhenExecuted in production planning post-finalized design, ensuring optimized operations before full-scale production.Process changes and under annual review.
dFMEA and pFMEA

Risk Analysis in the Design Phase

The design qualification phase is especially suitable for determining risks for products and patients stemming from the equipment or machine. These risks should be identified during the design qualification and reflected by appropriate measures in the draft design so that the operator can effectively eliminate, adequately control, and monitor or observe them. To identify design defects (mechanical) or in the creation of systems (electronics) on time and to eliminate them at a low cost, it is advisable to perform the following risk analysis activities for systems, equipment, or processes:

  • Categorize the GMP criticality and identify the critical quality attributes and process parameters;
  • Categorize the requirements regarding the patient impact and product impact (for example, in the form of a trace matrix);
  • Identify critical functions and system elements (e.g., the definition of a calibration concept and preventive maintenance);
  • Investigate functions for defect recognition. This includes checking alarms and fault indications, operator error, etc. The result of this risk analysis may be the definition of further maintenance activities, a different assessment of a measurement point, or the identification of topics to include in the operating manuals or procedures.

Additional risk analyses for verifying the design may include usability studies using equipment mock-ups or preliminary production trials (engineering studies) regarding selected topics to prove the feasibility of specific design aspects (e.g., interaction between machine and materials).

Too often, we misunderstand risk assessments and start doing them at the most granular level. This approach allows us to right-size our risk assessments and holistically look at the entire lifecycle.