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Laboratory and quality control

How do you investigate an out-of-specification (OOS) result?

Investigate in phases. In Phase I the analyst and supervisor check the laboratory work: method, raw data, calculations, instrument, standards and the retained preparations. A result is invalidated only on clear evidence of laboratory error. Otherwise Phase II, led by the quality unit, reviews manufacturing and sampling and may retest the original sample under a plan fixed in advance. The quality unit then decides the batch with every result in view and extends the investigation to other affected batches.

Illustration of a seal following a sample vial to an analytical instrument and its result.

1What the rules require.

Under 21 CFR 211.192, “the failure of a batch or any of its components to meet any of its specifications shall be thoroughly investigated, whether or not the batch has already been distributed”. The investigation extends to other batches and products that may be associated with the failure, and its written record includes the conclusions and follow-up.¹ Products that fail their specifications are rejected (211.165(f)), and any deviation from written test procedures must be recorded and justified (211.160(a)).²³ Laboratory records must hold complete data from all tests (211.194).⁴

FDA sets out how to run the investigation in its guidance Investigating Out-of-Specification (OOS) Test Results for Pharmaceutical Production, Revision 1, issued in May 2022. It is guidance, not regulation: it covers chemistry-based laboratory testing of drugs regulated by CDER, it can be used by contract laboratories, and FDA says a contract laboratory’s responsibility is “equivalent to that of a manufacturing firm”.⁵ In the EU, Chapter 6 of the GMP guide expects a written procedure for investigating OOS and out-of-trend results (6.7) and says such data “should be addressed and subject to investigation” (6.9).⁶ MHRA publishes its own expectations as a flowchart guidance, Out of Specification and Out of Trend Investigations (October 2017).⁷

FDA wants the investigation to be “thorough, timely, unbiased, well-documented, and scientifically sound”, and its purpose is to find whether the result comes from the measurement or from the manufacturing process.⁵

2The investigation, phase by phase.

PhaseWhoWhat happensHow it ends
Phase I, laboratory assessmentAnalyst and supervisorCheck the method, raw data, calculations, instrument, standards and reagents, using the retained test preparationsClear laboratory error: the result is invalidated and the test repeated. Otherwise Phase II
Phase II, full-scale investigationQuality unit, with manufacturing, process development, maintenance and engineeringReview production and sampling; retest or resample under an approved planAssignable cause, confirmed OOS or inconclusive
Conclusion (MHRA’s Phase III)Quality unit and, in MHRA’s guidance, the certifying Qualified PersonEvaluate all results, decide the batch, assess other batches, raise CAPABatch released, rejected or held, with a written report

The phases are FDA’s; MHRA splits Phase I into Ia, for obvious errors such as a power failure or spilt sample, and Ib, a checklist investigation by analyst and supervisor, and adds Phase III for the overall review and batch disposition.⁵⁷

3Phase I: the laboratory assessment.

The analyst should check data against the specification before discarding test or standard preparations, keep the preparations if they are stable, and tell the supervisor. Analysts should not continue an analysis they expect to invalidate later for a known error.⁵

FDA lists seven steps for the supervisor’s assessment:⁵

  1. Discuss the test method with the analyst and confirm they know and followed the correct procedure.
  2. Examine the raw data, including chromatograms and spectra, for anomalous or suspect information.
  3. Verify the calculations, and check for unauthorised or unvalidated changes to automated calculations.
  4. Confirm the performance of the instruments.
  5. Confirm the reference standards, solvents, reagents and solutions were appropriate and met specifications.
  6. Evaluate the method’s performance against validation and historical data.
  7. Fully document and preserve the record of the assessment.

Hypotheses such as a dilution error or instrument malfunction can be tested on the retained preparations, for example by re-injecting solutions.⁵ MHRA’s checklist adds calibration status, equipment logbooks, system suitability, analyst training, other batches in the same run and, for microbiology, whether plates, controls and incubation were as expected.⁷

“When clear evidence of laboratory error exists, laboratory testing results should be invalidated.” When the evidence is unclear, the investigation moves to Phase II. OOS results “should not be attributed to analytical error without completing an investigation that clearly establishes a laboratory root cause”.⁵ FDA adds that laboratory error should be relatively rare, and frequent errors point to training, equipment or care problems that need corrective action.⁵

4Phase II: production review and additional testing.

The quality unit runs Phase II using a predefined procedure, involving every department that could be implicated and every site involved in manufacture. Its written record should state the reason for the investigation, the parts of the process that may have caused the problem, the documentation review with the actual or probable cause, whether the problem has happened before and the corrective actions taken. It includes the impact on batches already distributed.⁵

Additional testing follows strict rules:⁵

PracticeWhat FDA’s guidance says
RetestAnother portion of the same homogeneous original sample. The maximum number of retests is fixed in advance in an SOP and “should not be adjusted depending on the results obtained”. The plan often includes a second analyst, at least as experienced and qualified as the first.
ResampleA new specimen from the batch, for example when the original sample was prepared improperly and is not representative. It uses the same qualified, validated methods.
AveragingNever average the original OOS result with retest or resample results: it “hides variability among the individual results”.
Outlier testsNot used to invalidate a chemical assay result; they have no place where product variability is being measured, such as content uniformity or dissolution.

FDA calls repeated testing until a passing result appears, then disregarding the OOS, “testing into compliance”, which is “unscientific and objectionable under CGMP”.⁵ Its laboratory controls Q&A treats a trial injection of a sample to get an unofficial result as a violative practice, because all data from product samples must be retained and reviewed.⁸

5Concluding the investigation.

The quality unit interprets the results and decides the batch. An initial OOS result does not necessarily mean the batch fails. FDA describes three outcomes:⁵

  • Invalidated. A test event that can reasonably be shown to have caused the result was observed and documented. The result is not used, but all original data are kept.
  • Confirmed. The batch does not meet its specification and is rejected, and the investigation becomes a batch failure investigation extending to other batches and products.
  • Inconclusive. No cause is found and the OOS is not confirmed. The result is given full consideration, and release is possible only after a full investigation shows it does not reflect batch quality. The quality unit “should always err on the side of caution”.

“If no laboratory or calculation errors are identified in the first test, there is no scientific basis for invalidating initial OOS results in favor of passing retest results.” All results, passing and suspect, are reported, including on certificates of analysis.⁵ Once a batch is rejected there is no limit to further testing to find the cause, and MHRA adds that a rejection cannot be reversed by it.⁵⁷

For products under an approved NDA or ANDA, 21 CFR 314.81(b)(1)(ii) requires a field alert report within 3 working days of receiving information about any failure of a distributed batch to meet its application specification.⁹ FDA says an initial report should be filed unless the OOS on the distributed batch is found invalid within those 3 days, with a follow-up when the investigation is complete.⁵ In the EU, a confirmed OOS affecting batches on the market from the on-going stability programme should be reported to the competent authorities (6.35).⁶

6How it runs in Seal.

In Seal, an OOS and OOT investigation opens from the result itself, with its sample, raw data, method, instrument and batch already linked. Phase I tasks carry evidence, and a checklist item can be configured so it cannot close without that evidence or a not-applicable rationale. Hypotheses, retest plans, replicates and stopping rules are approved before results are known, and planned testing is reconciled against actual injections, so exploratory work stays visible. The original result is never replaced by a passing retest, and batch disposition is a separate, attributed decision: closing a laboratory task cannot release material.

Neil can gather the evidence for an OOS investigation, bringing the original result, preparation records and instrument evidence into a brief with targeted evidence requests. The laboratory supervisor assesses whether an assignable cause is documented and QA approves any invalidation. In the LIMS, the investigation opens on the same records as the result it concerns.

References

  1. 121 CFR 211.192, Production record review, eCFR. https://www.ecfr.gov/current/title-21/chapter-I/subchapter-C/part-211/subpart-J/section-211.192 (read 6 November 2026)
  2. 221 CFR 211.165, Testing and release for distribution, eCFR. https://www.ecfr.gov/current/title-21/chapter-I/subchapter-C/part-211/subpart-I/section-211.165 (read 6 November 2026)
  3. 321 CFR 211.160, General requirements (laboratory controls), eCFR. https://www.ecfr.gov/current/title-21/chapter-I/subchapter-C/part-211/subpart-I/section-211.160 (read 6 November 2026)
  4. 421 CFR 211.194, Laboratory records, eCFR. https://www.ecfr.gov/current/title-21/chapter-I/subchapter-C/part-211/subpart-J/section-211.194 (read 6 November 2026)
  5. 5Investigating Out-of-Specification (OOS) Test Results for Pharmaceutical Production, Guidance for Industry, Revision 1, FDA, May 2022. https://www.fda.gov/regulatory-information/search-fda-guidance-documents/investigating-out-specification-oos-test-results-pharmaceutical-production-level-2-revision (read 6 November 2026)
  6. 6EudraLex Volume 4, Part I, Chapter 6: Quality Control, European Commission, in operation from 1 October 2014. https://health.ec.europa.eu/document/download/c74c8720-27bf-4252-808f-d65a206a90bb_en?filename=2014-11_vol4_chapter_6.pdf (read 6 November 2026)
  7. 7Out of Specification and Out of Trend Investigations, MHRA, October 2017, published on GOV.UK as Out-of-specification investigations, last updated 26 February 2018. https://www.gov.uk/government/publications/out-of-specification-investigations (read 6 November 2026)
  8. 8Questions and Answers on Current Good Manufacturing Practice Requirements: Laboratory Controls, FDA, content current as of 16 November 2022. https://www.fda.gov/drugs/guidances-drugs/questions-and-answers-current-good-manufacturing-practice-requirements-laboratory-controls (read 6 November 2026)
  9. 921 CFR 314.81, Other postmarketing reports, eCFR. https://www.ecfr.gov/current/title-21/chapter-I/subchapter-D/part-314/subpart-B/section-314.81 (read 6 November 2026)

AQuestions and answers

How many times can you retest after an OOS result?

Up to the maximum your SOP fixes in advance. FDA expects that number to be set before testing, on scientifically sound principles that reflect the method’s variability, and not adjusted to the results. A departure from the SOP should be rare, recorded and justified, under a protocol the quality unit approves. MHRA adds that the number should be statistically valid and notes that published papers have suggested 5, 7 or 9.

What is the difference between a retest and a resample?

A retest analyses another portion of the same homogeneous sample that gave the OOS result. A resample takes new material from the batch. MHRA says it should rarely occur: when too little of the original sample remains, or when evidence shows the original sample was compromised or not representative of the batch.

When can an OOS result be invalidated?

Only when the investigation observes and documents a laboratory or calculation error that can reasonably be shown to have caused it. A passing retest is not on its own a reason to invalidate the original result, and the original data are always kept.

Can you average an OOS result with retest results?

No. Averaging the original result with retests or resamples hides the variability between them. Averaging replicates is acceptable only where the approved test method defines it as producing one reportable result.

Does a rejected batch still need an OOS investigation?

Yes. Rejecting the batch does not remove the need to find the cause, because the same cause may affect other batches or products. Once a batch is rejected, there is no limit on further testing to find that cause.

Who decides whether to release a batch after an OOS?

The quality unit and, where a Qualified Person certifies the batch, the QP. They consider every result, passing and failing, and should err on the side of caution when the investigation is inconclusive.

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