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Data Integrity Considerations and Trends
Data integrity programs must cover the full data lifecycle, from
data generation and analysis to archiving and destruction. One of
the most challenging compliance points in that lifecycle is at the
end-of-life for hardware or software. The data must be archived
or migrated to a new instrument or system, which can be difficult
when the components do not easily integrate with each other.
Preparing for these inevitable transitions should be an important
part of a company’s instrument and software continuity planning
and data integrity program.
The pharmaceutical industry and related professional
organizations have been increasing their efforts to develop
guidance documents for industry-wide data integrity and
CSV needs. For example, the US Pharmacopeia (USP) has
recently updated its Chapter <1058> on analytical instrument
qualification, to include testing of software functions to verify
system data integrity.
Drug manufacturers and laboratories are conducting more
thorough evaluations when selecting instrumentation and
software. In addition to price point and performance capabilities,
they are looking for data integrity and CSV competencies
that will help them meet or exceed security requirements and
maintain complete audit trails, among other data integrity
considerations. In response to these demands, hardware and
software companies are integrating data integrity considerations
into their new or updated products.
A growing trend within the drug manufacturing industry is the
creation of corporate data integrity governance programs. Such
programs provide a dedicated focus on data integrity and CSV
compliance throughout the company and are critical for successful
compliance and avoidance of violations, fines, or worse.
Best Practices for Data Integrity Success
A drug manufacturer is well-served by having a data integrity
governance committee and a data integrity manager who has
the knowledge, authority, and dedicated time needed to oversee
the program. The committee and manager must work together
to develop well-defined data integrity policies and practices,
including routine data integrity assessments. The data integrity
manager must have ownership of implementing, monitoring, and
adjusting those policies and practices as needed over time, with
committee input.
The expertise and experiences of other organizations can
be very helpful when developing a data integrity program.
The committee and manager should seek out information
available from professional organizations, industry guidance,
government guidance, trends reports, and so forth. The data
integrity manager should regularly monitor such sources for new
information that might be helpful in adjusting or improving their
company’s program.
Proactive partnerships with other organizations in the broader
industry can help a drug manufacturer optimize their data
integrity program. Organizations such as materials and
technology providers, who must keep their fingers on the
industry pulse to better serve their own customers, can be an
invaluable source for leading-edge input and support.
Conclusion
Data integrity compliance has become a large and crucial part of
drug manufacturing operations. The pharmaceutical industry and
professional organizations are ramping up their efforts to address
and standardize data integrity needs and processes. Concurrently,
individual companies are putting more dedicated resources into
their data integrity and CSV programs. These multi-pronged efforts
will serve the industry, and their customers, well into the future.
References
1. https://ec.europa.eu/health/documents/eudralex/vol-4_en
2. https://www.ecfr.gov/cgi-bin/text-idx?SID=14dece54eb7b7c7ef0e3
06a4711e9801&mc=true&node=pt21.1.11&rgn=div5
3. https://www.ecfr.gov/cgi-bin/text-idx?SID=e2f7afee93a6d9205a3a
76b1f60640e6&mc=true&tpl=/ecfrbrowse/Title21/21cfr211_
main_02.tpl
4. https://www.ecfr.gov/cgi-bin/text-idx?SID=fc81d00136319312aff2f
9f09f182dd7&mc=true&tpl=/ecfrbrowse/Title21/21cfr312_
main_02.tpl
5. https://www.fda.gov/regulatory-information/search-fda-guidance-
documents/data-integrity-and-compliance-drug-cgmp-questions-
and-answers-guidance-industry
6. https://www.fda.gov/regulatory-information/search-fda-guidance-
documents/part-11-electronic-records-electronic-signatures-scope-
and-application