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

Asked 21 Feb 2026Modified 3 months agoViewed 3.9k times
4

Numbers first: SGN · 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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askedjonas_ekstrom18k2821 Feb 2026
Adding for future readers: the certificate should carry the lot number, not just a batch code. – rukhsana_iqbal 9 months ago
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5 Answers

Accepted answer first, then by votes
21

Accepted answer

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

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

Mass shifts and what they usually mean

Δ mass (Da)Most likely causeDistinguishing feature
+1Deamidation (Asn or Gln)New peak, slightly earlier retention
−17Loss of ammoniaOften with deamidation
−18Dehydration / succinimidepH-dependent, reversible
+16Oxidation (Met, Trp)Earlier retention, light-related
−128Missing Gln or LysDeletion sequence from synthesis
0Isomer: racemisation or scramblingSame mass, shifted retention

The relevant detail is that 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.

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

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

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

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answered · acceptedkwn_analytical89k24815 Mar 2026
8Note that the label instructions differ between agents on precisely this point. – micron22 6 days ago
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8

The single most misleading statement on a research-grade certificate is a lot number with no statement of how many vials from that lot were tested.

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.

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.

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

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

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answereds_bhattacharya42k384 Mar 2026
6Thank you — the worked example is what makes this usable. – petra_hovland 4 days ago
7Related: the same reasoning applies to the counter-ion question. – RP_C18 2 months ago
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7

Batch testing establishes what can be claimed about the lot as a whole, and the sample size determines how much you can actually claim.

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.

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

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

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answeredaine_mulcahy35k386 Apr 2026
6

The part that matters: if a lot has visibly segregated — some vials showing different appearance — then sampling the top and bottom of the shipment is worth doing.

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

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

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

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answeredDr_Rosalind_Achebe90k15826 Mar 2026
2

Sampling plans exist precisely because testing everything is expensive, and they define the statistical relationship between sample size and lot-wide inference.

For a quantitative result like content, the acceptable range determines how many vials you need to test to establish the lot complies.

The caveat is that sampling is a trade-off between cost and confidence, and neither test nor assumption is cost-free.

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

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answeredbac_or_bust37k13828 Apr 2026
6The distinction between purity and content cannot be repeated often enough here. – plate_count_9k 4 months ago
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Your answer

Ask PeptideStack is a static archive. Posting is closed, but the norms are worth stating: answer the question that was asked, show your working, cite the trial or the certificate, and say plainly where the evidence runs out.

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