The Peptide CommonsEst. May 2024
Independent. We sell nothing and are affiliated with no manufacturer or pharmacy. Every moderation action is logged in public
Analytics · Method validation · continued

Robustness: the parameters worth deliberately varying posts 31–58

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

OA
o.abrahamsenTL3Regular30 Nov 2025#31
coldchain_liu, post #19: Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one. This is where my knowledge stops and I would rather mark the edge than blur it. Go to post

Building on post #28 rather than restating it.

If you are new and reading this thread for the answer to robustness: the answer is conditional, the conditions are in the third reply, and the rest of the thread is worth skipping.

16 likes in reply to #19 8mo
HR
h.ramosTL230 Nov 2025#32

Post #30 put the caveat in the right place and I want to underline it.

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.

31 likes 8mo
T
TamburelloTL2Member1 Dec 2025 · edited#33

The arithmetic on robustness is the easy part and it is where the errors are, which is an uncomfortable combination. Show your working and someone will catch it.

0 likes 8mo
MN
m.nwosuTL21 Dec 2025#34

A method that reports the same number for every lot is worth a second look. Real processes vary, and a total absence of variation is a statement about the measurement rather than the process.

The part I am sure of is shorter than the part I have written.

3 likes 8mo
CE
crossover_entryTL3Regular2 Dec 2025#35
f.demir, post #25: Taking robustness seriously for a moment rather than deflecting: the honest position is that the community has observations and no controlled comparison, and those two things support very different sentences. Go to post

Reading rather than answering, but this is the post I would point somebody at.

11 likes in reply to #25 8mo
LL
l.lundgrenTL22 Dec 2025#36

My position on robustness is current rather than settled. I have revised it once already and I expect to again, so treat it accordingly.

23 likes 8mo
N
NardoneTL2Member3 Dec 2025#37

Precision has two levels worth distinguishing: repeatability within a run and intermediate precision across days, analysts and instruments. The second is where most methods lose the numbers people quote.

If that is already documented somewhere, ignore me and link it.

0 likes 8mo
LV
l.vermeulenTL23 Dec 2025#38
coldchain_liu, post #19: Where a pharmacopoeial monograph exists, a method that follows it inherits a great deal of assurance. Almost nothing discussed here has one. This is where my knowledge stops and I would rather mark the edge than blur it. Go to post

A note on how robustness gets discussed rather than on robustness itself: the confident posts get the replies and the careful ones get ignored, and the careful ones have been right more often.

1 like in reply to #19 8mo
ME
m.eriksenTL23 Dec 2025#39

Robustness has a well-known answer and a correct answer, and the interesting work is establishing that they are the same. Nobody has done that here yet.

6 likes 8mo
ME
m.ekstromTL24 Dec 2025#40

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

On balance I think that is right, and I would not bet much on it.

17 likes 8mo
RS
r.scholtenTL24 Dec 2025#41
GV
g.verhoevenTL25 Dec 2025#42
h.delgado, post #22: Confirming post #21 from a second method, which matters more than confirming it from a second person. My experience of robustness contradicts the reply above. I am posting it as a data point rather than as a refutation, because one person's experience is exactly that. Go to post

Robustness testing deliberately varies the parameters most likely to drift — organic percentage, pH, temperature, flow — and shows the result does not. It is the part of validation that predicts whether a method will transfer.

Happy to be corrected if someone holds better data than mine.

18 likes in reply to #22 8mo
Z
ZieglerTL3Regular5 Dec 2025#43

Robustness 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.

4 likes 8mo
MD
m.dumitruTL26 Dec 2025#44

This follows post #43 rather than contradicting it.

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

0 likes 8mo
DW
diluent_watchTL2Member6 Dec 2025#45

Nothing to add, except that this is the answer I would give if asked.

26 likes 8mo
DN
d.ndiayeTL26 Dec 2025#46
a.ilunga, post #20: 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. Go to post

Post #43 answers the question as asked. The question underneath it is different.

A definition problem is doing most of the work in this robustness discussion. Once the term is pinned down I suspect the disagreement mostly goes away and what is left is small.

12 likes in reply to #20 8mo
LA
l.aaltonenTL3Regular7 Dec 2025 · edited#47

I would be cautious about generalising from the robustness example above. It is a good example. It is one example.

2 likes 8mo
CV
ca.vermeulenTL27 Dec 2025#48

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.

I would not lead a decision with this, but I would not ignore it either.

0 likes 8mo
HN
h.nicolaidesTL3Regular8 Dec 2025#49
r.mcalister, post #27: Answering the question post #25 raises rather than the one it answers. If someone has run robustness properly I would rather read that than my own reconstruction of it. Posting mine only because the thread has gone quiet. Go to post

Two sentences on robustness and then I will stop, because the rest is speculation and the thread is better without mine.

What is documented is narrow. What is inferred from it is broad. The gap between them is where every argument here lives.

0 likes in reply to #27 8mo
IG
in.guerreroTL28 Dec 2025#50

Post #47 is the version of this I will quote in future. One addition.

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 want to see it done twice before believing it once.

0 likes 8mo
NR
n.rowntreeTL3Regular8 Dec 2025 · edited#51

The distinction between a qualified instrument and a validated method is worth keeping. Both are needed and they fail in different ways.

Anyone who has looked at this more carefully, please correct the record.

5 likes 8mo
KK
k.kuuselaTL29 Dec 2025#52

I had written a reply contradicting post #48 and deleted it. Here is what survived.

I would rather this thread reach "we do not know" about robustness than reach a confident answer that nobody can support when asked.

14 likes 8mo
FE
footnote_entryTL3Regular9 Dec 2025#53

On robustness, the part that usually goes wrong is that the question is asked as though it has one answer. It has a range, and the width of the range is the interesting bit.

If you can post the two or three numbers you are working from, several people here will check the arithmetic rather than argue about the conclusion.

0 likes 8mo
NA
n.achebeTL210 Dec 2025#54
h.karlsen, post #30: Worth separating robustness as a question about the compound from robustness as a question about the documentation. They get answered by different people and only one of them is answerable here. Go to post

Saving this. It is the version I will quote when the question comes round again.

0 likes in reply to #30 8mo
K
KAnderssonTL3Regular10 Dec 2025 · edited#55

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

I am not the right person to answer the follow-up to this.

9 likes 8mo
EF
e.ferreiraTL3Regular10 Dec 2025#56

Robustness: the method gives consistent results when minor parameters vary. Tested by deliberately varying pH, temperature, flow rate, and mobile phase composition within reasonable ranges and demonstrating that results stay within acceptance.

The mechanism is plausible, which is not the same as established.

20 likes 8mo
CW
c.wijnbergTL2Member11 Dec 2025#57

The arithmetic in post #55 is right; the assumption feeding it is the part to check.

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

0 likes 8mo
RB
r.bakkenTL211 Dec 2025#58
s.balogun, post #26: Post #25 is the version of this I will quote in future. One addition. 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. Go to post

Robustness has been discussed here with more heat than it deserves, mostly because two definitions have been in play the whole time.

2 likes in reply to #26 8mo
Moved from COA interpretation by j.mwangi. Category placement is not obvious from outside and getting it wrong is expected. This topic will get better answers here. The move is recorded in the public log citing R7.

Suggested topics

TopicParticipantsRepliesViewsActivity
What a stability-indicating method is and how you demonstrate one — one year on
What a stability-indicating method is and how you demonstrate one — one year on I have a specific reason for asking rather than idle curiosity, and the context is below. Asking about stability-indicating…
FPHETPNNCG+100 112 15k 19mo
Revisiting: Sample handling between despatch and injection
Posting this under the heading it deserves: Revisiting: Sample handling between despatch and injection Everything below is what sits behind that. Reading back through what has been written here about Sample…
DVEAGTEMNG+5 9 1.1k 6mo
LOD and LOQ: definitions people get wrong
LOD and LOQ: definitions people get wrong — setting out what I have, and where I think it stops being reliable. What changes if the standard account of LOD and LOQ is wrong? I ask because I have been treating…
EISFCN 2 43k 8mo
Validating a method you did not develop — does this still hold?
Validating a method you did not develop — does this still hold? I have a specific reason for asking rather than idle curiosity, and the context is below. Validating a method, and specifically the version of…
AAEFNRRBFE+128 148 47k 16mo
Second pass at: Robustness: the parameters worth deliberately varying
On the subject in the title: Second pass at: Robustness: the parameters worth deliberately varying Working notes rather than a conclusion. Something about Robustness does not reconcile and I would like a…
BSFWDSCVOO+61 66 9.5k 3mo

Related topics — sharing the tags stability-indicating method, linearity, precision & repeatability

TopicParticipantsRepliesViewsActivity
What a stability-indicating method is and how you demonstrate one
Asking directly, because I could not find a straight answer: What a stability-indicating method is and how you demonstrate one Posting a small dataset on stability-indicating method. It is mine, it is…
EFRJPKISFD 4 57k 6mo
Spike-and-recover accuracy for a peptide assay
Posting this under the heading it deserves: Spike-and-recover accuracy for a peptide assay Everything below is what sits behind that. Asking about spike-and-recover accuracy on behalf of the question I keep…
VSRLMPMOOB+121 126 1.5k 4mo
Second pass at: LOD and LOQ: definitions people get wrong
Posting this under the heading it deserves: Second pass at: LOD and LOQ: definitions people get wrong Everything below is what sits behind that. Something about LOD and LOQ does not reconcile and I would like…
SPNIBIMG+47 51 40k 10mo
An inter-laboratory comparison on one lot, tabulated
On the subject in the title: An inter-laboratory comparison on one lot, tabulated Working notes rather than a conclusion. Collecting what is known about inter-laboratory comparison in one place, because it is…
ZAMGCRKB 3 17k 10mo
Repeatability versus intermediate precision — what changed since
Posting this under the heading it deserves: Repeatability versus intermediate precision — what changed since Everything below is what sits behind that. What changes if the standard account of Repeatability…
DOBRANTIFN 4 21k 5h