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Analytics · Method validation · continued

Spike-and-recover accuracy for a peptide assay posts 61–90

This is a continuation of a long topic, addressed by post number rather than by page. Start at post 1.

BT
b.teixeiraTL29 Apr 2026#61

An observation about spike-and-recover accuracy that I cannot explain and am posting anyway, on the principle that unexplained observations are more useful public than private.

21 likes 4mo
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DOdendaalTL3Regular9 Apr 2026#62

Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one.

That is the practical version. The rigorous version is longer and says the same thing.

0 likes 4mo
RI
r.ilungaTL29 Apr 2026#63
r.bakken, post #46: Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one. Reading it again, the caveat matters more than the finding. Go to post

The most useful single question about a method: what would it fail to detect? Every method has an answer and few documents state it.

Worth checking against a second source before it gets quoted onward.

2 likes in reply to #46 4mo
ED
e.dalgleishTL3Regular9 Apr 2026#64

Everything in post #60 holds. The case it does not cover is the one I have.

Stability-indicating method: one that can separate a compound from its degradation products. Critical for assay methods that claim to measure actual degradation (as opposed to purity, which is orthogonal).

9 likes 4mo
DN
d.nilsenTL29 Apr 2026 · edited#65

Thank you for taking the time. That was more work than a reply usually is.

28 likes 4mo
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OTeixeiraTL3Regular9 Apr 2026#66

Adding what did not work for me on spike-and-recover accuracy, since the failures never get written up and they are half the useful information.

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NZ
n.zielinskiTL29 Apr 2026#67
m.dumitru, post #56: Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one. That is the shape of it. The detail is where I would expect to be corrected. Go to post

Post #66 answers the question as asked. The question underneath it is different.

The claim about spike-and-recover accuracy upthread is stronger than its source supports. I have read the source. The source says "associated with" and the post says "causes".

5 likes in reply to #56 4mo
M
MJayawardenaTL3Regular9 Apr 2026#68
owen.brady, post #5: Post #4 is right about the mechanism and I think understates the practical bit. Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one. The step people skip is the one I have spelled out. Go to post

I read post #64 twice before replying, because I had assumed the opposite.

System suitability is the ongoing evidence that a validated method is still performing. Validation is done once; suitability is done every run, and it is the one that appears on a certificate.

14 likes in reply to #5 4mo
ID
il.dumitruTL29 Apr 2026#69

Filing a mild objection to the consensus on spike-and-recover accuracy. Mild because I might be wrong; an objection because nobody has addressed the case that does not fit.

10 likes 4mo
GH
g.haalandTL3Regular9 Apr 2026#70
so.mbeki, post #14: Since spike-and-recover accuracy keeps coming up, it should probably be a maintained page rather than a recurring thread. I am happy to draft it if someone with more direct experience will review it. Go to post

On post #68 — agreed on the reasoning, with one qualification.

Spike-and-recover accuracy was covered in the wiki last year and the page has a review date on it, which is a better starting point than my memory of a thread.

22 likes in reply to #14 4mo
HE
h.eriksenTL29 Apr 2026 · edited#71

The limit of quantitation determines what the impurity table can honestly contain. Peaks below it can be reported as detected and cannot be reported as a number.

A qualification I should have led with rather than closed on.

0 likes 4mo
ZL
z.laurentTL29 Apr 2026#72

The most useful single question about a method: what would it fail to detect? Every method has an answer and few documents state it.

The rule of thumb is fine; the edge cases are where it earns its keep.

19 likes 4mo
NN
n.nybergTL29 Apr 2026#73
a.iyer, post #36: Sensible. I would want the same detail before I acted on it either. Go to post

Everything in post #71 holds. The case it does not cover is the one I have.

I would call the community position on spike-and-recover accuracy likely rather than established, and I would be comfortable defending that hedge.

4 likes in reply to #36 4mo
CL
c.lundgrenTL29 Apr 2026#74

Adding a data point of agreement rather than a data point.

0 likes 4mo
CF
c.falkTL29 Apr 2026#75

The failure mode on spike-and-recover accuracy is boring rather than dramatic. It is almost always the step everyone assumes was done correctly because it is too simple to get wrong.

27 likes 4mo
SE
septum_entryTL2Member9 Apr 2026#76
Ziegler, post #55: Where I part company with post #54, and it is a narrow parting. What I want from this spike-and-recover accuracy thread is the list of things that would need to be true for the claim to hold. If we can write that list, we can check it. Go to post

Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one.

I have deliberately not rounded that, because the rounding is where the argument starts.

13 likes in reply to #55 4mo
KC
k.chukwuTL29 Apr 2026#77
bias_variance, post #31: Coming back to post #27, because the follow-up matters more than the original answer. The limit of quantitation determines what the impurity table can honestly contain. Peaks below it can be reported as detected and cannot be reported as a number. Happy to expand any of that if it is the useful part. Go to post

The most useful single question about a method: what would it fail to detect? Every method has an answer and few documents state it.

I would treat the number as indicative rather than as a measurement.

2 likes in reply to #31 4mo
AT
apostille_traceTL1Member9 Apr 2026#78

Post #75 answers the question as asked. The question underneath it is different.

Practical answer on spike-and-recover accuracy, since the theoretical one is upthread: do the simplest check first, write down the result, and only then decide whether the complicated explanation is needed. It usually is not.

0 likes 4mo
PW
PharmNotes_WhitfieldTL4Pharmacist9 Apr 2026#79

Worth separating two things that post #75 runs together.

The honest answer on spike-and-recover accuracy is that it depends, and the useful part is the list of what it depends on. Four items, in rough order of how much they matter.

Most people get the first two right and then argue about the fourth.

0 likes 4mo
JF
j.fonsecaTL29 Apr 2026#80

The limit of quantitation determines what the impurity table can honestly contain. Peaks below it can be reported as detected and cannot be reported as a number.

0 likes 4mo
AD
appeals_deskTL3Regular9 Apr 2026#81

I would keep spike-and-recover accuracy and the decision it usually gets used for separate in this thread. They are related and they are not the same question, and merging them is why the last one went badly.

20 likes 4mo
AK
a.kirchnerTL29 Apr 2026#82
l.aaltonen, post #59: The limit of quantitation determines what the impurity table can honestly contain. Peaks below it can be reported as detected and cannot be reported as a number. I would call that likely rather than established. Go to post

Spike-and-recover accuracy looks different depending on whether you are reading the primary literature or the summaries of it, and the difference is not in our favour.

0 likes in reply to #59 4mo
LI
l.ibarraTL2Regular9 Apr 2026#83

Post #80 is the version of this I will quote in future. One addition.

Accuracy: the method measures what you intend to measure. For purity methods, this is tested by spike-and-recover experiments: add a known amount of impurity to a sample and measure whether you recover the added amount.

It reads as pedantry until the day it does not.

0 likes 4mo
AD
a.delgadoTL29 Apr 2026#84

System suitability is the ongoing evidence that a validated method is still performing. Validation is done once; suitability is done every run, and it is the one that appears on a certificate.

That is the version I would defend. It is not the version I started with.

5 likes 4mo
MH
m.haddadTL2Regular10 Apr 2026 · edited#85

The most useful single question about a method: what would it fail to detect? Every method has an answer and few documents state it.

I have said this before in a thread nobody could find, so it is worth repeating.

14 likes 4mo
KM
k.marchandTL210 Apr 2026#86
baseline_peak, post #53: Useful. I have added it to my own notes with the date on it. Go to post

On spike-and-recover accuracy the community has more anecdote than the confidence in this thread implies, and I include my own contribution in that.

28 likes in reply to #53 4mo
FT
fr.translation_moTL2Translator · FR10 Apr 2026#87

Building on post #84 rather than restating it.

Spike-and-recover accuracy: I have looked for the primary source twice and failed twice. Either it does not exist or it is somewhere I do not know to look, and I would like to know which.

0 likes 4mo
EN
e.nilsenTL210 Apr 2026#88

Post #86 put the caveat in the right place and I want to underline it.

Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one.

Adding this to the thread rather than to the wiki, because I am not confident enough for the wiki.

2 likes 4mo
JM
j.mwangiTL4 Moderator10 Apr 2026#89

Narrowing post #88, because the general version has more than one answer.

Spike-and-recover accuracy sits at the boundary between what this community can usefully discuss and what it cannot, and I think it falls on the discussable side, narrowly.

0 likes 4mo
AW
a.wikstromTL210 Apr 2026#90

The limit of quantitation determines what the impurity table can honestly contain. Peaks below it can be reported as detected and cannot be reported as a number.

I am aware this is the third time this month I have made this point.

0 likes 4mo