How to Determine Normal Operating and Proven Acceptable Ranges



How to Determine Normal Operating and Proven Acceptable Ranges

Published on 08/12/2025

How to Determine Normal Operating and Proven Acceptable Ranges

Determining Normal Operating Ranges (NOR) and Proven Acceptable Ranges (PAR) is a critical step in the process validation lifecycle of pharmaceutical and biologics manufacturing. By understanding these ranges, organizations can ensure consistent product quality, comply with regulatory expectations, and streamline the validation process. This guide elaborates on the necessary steps in establishing NOR and PAR aligned with the FDA Process Validation Guidance, EU GMP Annex 15, ICH Q8-Q10, and other relevant regulatory frameworks.

Step 1: User Requirement Specification (URS) & Risk Assessment

The first step in determining NOR and PAR involves defining the User Requirement Specification (URS) and conducting a comprehensive risk assessment. The URS outlines the essential requirements of the process and serves as the foundation for validation activities.

It is critical to involve cross-functional teams, including Quality Assurance (QA), Quality Control (QC), and operational staff, in defining the URS. The URS should detail the expected performance, safety features, and quality standards for the equipment being validated. Ensure that the URS includes acceptance criteria that will later

be used to determine whether the NOR and PAR are being met.

Following the development of the URS, a risk assessment according to ICH Q9 principles must be conducted. The goal here is to identify and evaluate any potential risks that may affect product quality. Utilize tools like Failure Mode and Effects Analysis (FMEA) to systematically analyze failure points in the process and prioritize them based on their impact and likelihood of occurrence.

Documentation of both the URS and the risk assessment is essential not only for internal records but also for demonstrating compliance during regulatory inspections. Ensure these documents are updated as necessary, especially if process changes occur.

Step 2: Protocol Design and Equipment Validation

Once the URS and risk assessment are established, next is the design of the validation protocol. This protocol will serve as the guiding document throughout the validation lifecycle. An effective protocol should encompass the scope, objectives, methodology, acceptance criteria, and timelines for the validation activities.

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During protocol design, it’s essential to define the specific equipment validation tasks. For equipment validation, the concept of IQ (Installation Qualification) and OQ (Operational Qualification) is crucial. Understanding iq oq meaning will aid in determining how the equipment and processes will function under operational conditions.

For the IQ phase, ensure that all components of the equipment are installed according to the manufacturer’s specifications and are appropriately documented. Verification of utilities, controls, and ancillary systems is also necessary. The OQ phase focuses on demonstrating that the equipment operates correctly across the specified range. For equipment such as chromatographers or incubators, generate data at various settings to establish operational limits.

Simultaneously, the design of sampling plans is necessary to define how data will be collected and evaluated. Utilize statistical methodologies to determine sample sizes adequately. The combination of thorough protocol design coupled with systematic equipment validation is essential to lay a strong foundation for subsequent steps in defining NOR and PAR.

Step 3: Process Performance Qualification (PPQ)

Once the IQ and OQ phases are successfully completed, the next essential step in the validation lifecycle is Process Performance Qualification (PPQ). The objective of PPQ is to demonstrate that the process operates consistently within established NOR and PAR.

The design of the PPQ study should reflect process complexity and product requirements, taking care to include worst-case scenarios and variations in critical processing parameters. The PPQ offers a platform to assess the interaction between various process parameters and attributes that affect the quality of the output.

Data collection during the PPQ should occur over an extended period to ensure that variations in environmental and operational conditions are captured. Collect data consistently across multiple batches to support statistical analysis that verifies the process’s capability to deliver a product of acceptable quality.

Documentation of the PPQ results must include all test results, analysis, and conclusions drawn. Establish clear acceptance criteria aligned with the URS that elucidates how to measure success regarding NOR and PAR. This documentation serves as a critical component of the validation summary report and will be heavily scrutinized during audits.

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Step 4: Continued Process Verification (CPV)

After successfully completing the PPQ, organizations should move to the Continued Process Verification (CPV) phase. CPV is vital for ensuring ongoing process control and validation post-commercialization. It reinforces the need to monitor critical quality attributes (CQAs) continuously and demonstrates that the process remains in a state of control.

Establish appropriate control strategies for monitoring, which may include routine in-process checks, ongoing stability studies, or the implementation of advanced process control systems. Include statistical process control techniques to continuously verify and assess data trends. This will provide invaluable real-time insight into process variability and product quality over time.

Document all CPV activities exhaustively. Clear reporting about deviations or anomalies must be conducted, with appropriate corrective and preventive actions (CAPA) initiated as needed. Regulatory bodies expect comprehensive CPV reports that validate ongoing compliance with established quality standards.

The significance of CPV cannot be understated; maintaining control after initial validation is critical to sustaining product quality throughout the product lifecycle.

Step 5: Revalidation

The final step in the validation lifecycle is revalidation. Revalidation is necessary when significant changes occur in the process, equipment, or product formulation, or as part of a predetermined schedule to ensure compliance with applicable regulations over time. Regular revalidation ensures that the initial validation remains applicable and that ongoing changes do not adversely affect product quality.

In planning for revalidation, it is essential to undertake periodic assessments of the existing validation documentation and update it as necessary. Revalidation efforts should focus on previously identified risks and incorporate what has been learned from the CPV phase. As such, the results of ongoing monitoring and any related corrective actions should inform the revalidation approach.

Documentation of revalidation follows similar principles to those established in earlier phases. Conduct a thorough analysis of quality data, operational changes, and any associated risk assessments. The revalidation reports must confirm that the NOR and PAR remain valid and that the process continues to operate within defined acceptability limits.

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The ultimate goal of revalidation is to uphold the organization’s commitment to product quality and regulatory compliance, while adapting to changing circumstances within operations.

Conclusion

Establishing Normal Operating Ranges and Proven Acceptable Ranges is a complex but vital component of the validation lifecycle in pharmaceuticals and biologics manufacturing. By following these step-by-step processes—from the initial URS and risk assessment to protocol design, PPQ, CPV, and revalidation—pharmaceutical professionals can effectively ensure compliance with regulatory guidelines while maintaining product quality and safety.

Ongoing training and accessibility to current regulatory guidance are paramount for QA, QC, and validation professionals tasked with maintaining the integrity of validation activities. Hence, staying abreast of developments in industry standards, including EU GMP Annex 15, can afford significant advantages in ensuring best practices are followed throughout the validation lifecycle.