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How many vials from a KP lot should I send for a quantified content assay?

Asked 15 Sept 2024Modified 19 months agoViewed 27k times
41

Details up front: KP · a quantified content assay.

This should be a straightforward calculation and I keep getting two different answers.

The numbers are arbitrary; the method is what I am after.

Can someone walk through the arithmetic step by step?

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SK
askeds_kalniete47k3815 Sept 2024
2Adding for future readers: the certificate should carry the lot number, not just a batch code. – tri_gly_ala 4 months ago
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5 Answers

Accepted answer first, then by votes
79

Accepted answer

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

A statement that "lot 20260412 complies with specifications" is meaningless without stating which vials from the lot were tested and how many there were.

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

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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RC
answered · acceptedRP_C1885k15812 Oct 2024
8Adding for future readers: the certificate should carry the lot number, not just a batch code. – mateo_iglesias 15 days ago
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88

On the detail: the honest statement is that unless you have tested multiple vials or have segregation data, you are making an assumption about lot homogeneity that may not hold.

If the lot was manufactured in multiple batches, testing vials from each batch separately establishes whether batch-to-batch variation is acceptable.

It helps to be literal here: 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.

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

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

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DR
answeredDr_Priya_Raghunathan94k24820 Sept 2024
60

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.

Published segregation failures show that even modern automated processes sometimes produce lots with measurable vial-to-vial variation.

The part that matters: 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.

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

Worth noting that thermal excursions during shipping affect different vials differently, so the lot may not be homogeneous even if it left the factory that way.

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

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AL
answereda_lindgren46k1387 Jan 2025
38

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

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.

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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FR
answeredfib4_reader35k381 Oct 2024
7Confirming from the other direction: I did the wrong thing and got exactly the predicted outcome. – Dr_Bram_Verhoeven 8 months ago
8Is there a reason to prefer the second method over the first, other than cost? – two_point_four 10 months ago
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32

Two vials tested from a lot of ten is very different from two vials tested from a lot of ten thousand, and most certificates do not state the lot size.

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.

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

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

edited 8 Dec 2024 by Dr_Malik_Osei — tightened the wording; no substantive change

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DO
answeredDr_Malik_Osei37k385 Dec 2024
3Useful. I have added the accept threshold suggestion to my own notes. – v_ramaswamy 9 months ago
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Your answer

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