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How many vials from an SWB lot should I send for a Karl Fischer water content test?

Asked 23 Jun 2024Modified 22 months agoViewed 53k times
28

Details up front: SWB · a Karl Fischer water content test.

I can do the algebra. I am not confident about the conversion factors.

If there is a standard way to lay this out, I would rather learn that than invent one.

Can someone show the working rather than just the answer?

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WC
askedwren_calloway23k3823 Jun 2024
4Can you say which laboratory and which method? The answer changes with both. – fill_volume 4 months ago
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5 Answers

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55

The practical consequence is that spot-testing one vial from a new supplier is better than assuming they are all the same.

Acceptance Sampling by Attributes defines the number of samples you need from a lot to claim a specified quality level at a specified risk — it is in ANSI standard Z1.4.

The part that matters: the sample size determination requires choosing a confidence level and an acceptable error rate, and the smaller the error rate you want, the larger your sample must be.

Lyophilised peptide homogeneity studies show that vial-to-vial variation is usually small but occasionally large, depending on the distribution in the freeze-dryer.

The practical summary: a lot number without a sampling statement is a lot number without meaning.

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JW
answeredj_wierzbicki69k14821 Aug 2024
Confirming from the other direction: I ignored the method section once and paid for it. – assay_blank 7 months ago
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38

If a lot has visibly segregated — some vials showing different appearance — then sampling the top and bottom of the shipment is worth doing.

The statistical foundation here is well-established, which is why sampling plans from decades ago are still valid.

If you have reason to suspect inhomogeneity — different appearance in different vials, or a long or warm shipment — testing more vials is the diagnostic move.

Published data on lot homogeneity from manufacturers who sample multiple vials consistently find variation below the published specifications, suggesting the sampling plans work.

Assume segregation is possible, and design your sampling to catch it if it exists.

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DC
answereddrawn_and_capped12k1710 Aug 2024
8Two of us submitted the same lot to different laboratories and got results a tenth apart. – tare_weight 3 months ago
I would gently push back on the second point — inter-laboratory spread is wider than stated. – kwn_analytical 4 months ago
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30

Start from the question: how many vials from this lot do I need to test to claim that the lot meets specification, and the answer depends on both the lot size and the acceptable risk.

If the entire lot failed qualification, a retest on a different vial is sometimes done, but reporting a retest result under the same lot number is misleading.

The part that matters: testing a vial that has been open in the lab for three months is testing aged material, not the fresh lot, and the result should be explicitly noted as a retest.

Sampling plans for pharmaceutical manufacturing are defined in ISO 2859 and ANSI Z1.4, and they are based on statistical sampling theory.

If testing multiple vials, state how many you tested and why you chose those vials.

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P9
answeredplate_count_9k78k24812 Sept 2024
25

In practice, most suppliers test one vial per lot and report the result as lot homogeneity, which is sampling one item from one lot and extrapolating wildly.

Stratified sampling — testing one vial from the top, one from the middle, and one from the bottom of a shipment — is cheap insurance against segregation.

The ICH Q3A and Q3B thresholds for reporting, identification and qualification of impurities are the framework the pharmaceutical industry works to, and they are worth reading even though nothing in the research-grade supply chain is obliged to meet them, because they tell you which numbers a competent analyst would consider worth reporting at all.

I would treat a "complies with" statement without sampling details as a claim rather than as evidence.

If you only pay for one test, pay for quantified content. Purity is the number everyone quotes and content is the number that changes what you do.

edited 13 Sept 2024 by kwn_analytical — fixed an arithmetic slip in the third paragraph

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KA
answeredkwn_analytical147k3581 Sept 2024
6Adding a vote because this deserves more of them. – gradient_slope 4 months ago
7Do you have the chromatogram for this, or just the summary figure? – fibre_or_fragment 5 months ago
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17

It helps to be literal here: sampling plans exist precisely because testing everything is expensive, and they define the statistical relationship between sample size and lot-wide inference.

Under AQL sampling plans, testing two vials from a fifty-vial lot gives you an operating characteristic curve that tells you what risks you are accepting.

The limitation is that you cannot know for certain without testing every vial, and you almost never can afford to do that.

In practice: ask for the chromatogram, check the method section, check the lot number against the vial, and set your accept threshold before you see the result rather than after.

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EM
answeredeoin_mcgarry18k384 Oct 2024
Does this hold for a longer chain length, where the deletion sequences accumulate? – j_wierzbicki 8 months ago
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