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Analytics · Method validation

Specificity, linearity, accuracy, precision, range, robustness — with real criteria — a second dataset

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MS
m.silvaTL2 Moderator25 Apr 2025#1

On the subject in the title: Specificity, linearity, accuracy, precision, range, robustness — with real criteria — a second dataset Working notes rather than a conclusion.

Working through the identity arithmetic and I would like it checked.

semaglutide has a monoisotopic mass close to 4113.6 Da. On an electrospray instrument I would expect to see the multiply charged series rather than the intact singly charged ion, so for the doubly charged species I calculate (4113.6 + 2 x 1.00728) / 2, and for the triply charged the analogous expression.

The observed values in the report sit within a few ppm of those. My question is what that actually establishes, because I have seen people treat a mass match as a purity result and I do not think it is one.

4 likes 15mo
HF
h.falkTL2 Moderator7 May 2025 · edited#2

Precision and repeatability: within-run and between-run variability of the method. Acceptance criterion is typically a relative standard deviation of ≤2% for area measurements.

8 likes 15mo
DB
dr_bhattacharyaTL3Physician16 May 2025#3

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.

19 likes 14mo
TD
t.duarteTL2 Moderator23 May 2025#4
m.silva, post #1: On the subject in the title: Specificity, linearity, accuracy, precision, range, robustness — with real criteria — a second dataset Working notes rather than a conclusion. Working through the identity arithmetic and I would like it checked. semaglutide has a monoisotopic mass close to 4113.6 Da. On an electrospray instrument I would… Go to post

On post #3 — agreed on the reasoning, with one qualification.

Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own records is not any individual result; it is that they are dated and consecutive.

0 likes in reply to #1 14mo
LG
lc_gradientTL3Analytical chemist30 May 2025#5
dr_bhattacharya, post #3: 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. Go to post

For anyone arriving from a search: the marked solution above is the direct answer, and the replies underneath it add the caveats that make it safe to use.

0 likes in reply to #3 14mo
DV
d.vukovicTL2 Moderator6 Jun 2025#6

Transfer between laboratories: a method can be transferred from one lab to another, but the receiving lab needs to demonstrate that they can achieve the same performance. This requires comparative testing and sometimes small method refinements.

5 likes 14mo
RA
r.aldana_pharmdTL4Pharmacist12 Jun 2025#7

post #6 is right about the mechanism and I think understates the practical bit.

Why two laboratories may disagree: after validating the same method, they may still report different purity on the same sample due to integration differences, column age differences, subtle differences in mobile phase pH or temperature. This is normal and not a sign that one is wrong.

14 likes 14mo
SO
s.okaforTL2 Moderator18 Jun 2025#8

Worth separating two things that post #4 runs together.

Specificity: the method can distinguish the intended compound from related impurities and degradation products. Tested by comparing results on pure compounds, mixtures of compounds, and degraded samples.

28 likes 13mo
K
KAnderssonTL3Regular24 Jun 2025 · edited#9

System suitability: injections run at the start of a batch to establish that the instrument and column are performing. Acceptance criteria typically include replicate precision (RSD ≤2%), peak tailing (0.8–1.5), theoretical plates (>2000), and resolution (>1.5).

0 likes 13mo
EF
e.ferreiraTL3Regular30 Jun 2025#10

Coming back to post #8, because the follow-up matters more than the original answer.

Forced degradation studies: deliberately stress the material with acid, base, oxidant, heat, light to generate degradation products and demonstrate that the method can separate them from the parent peak. Acceptance is that the method is stability-indicating.

2 likes 13mo
GE
g.ekstromTL2 Moderator5 Jul 2025#11

Range: the concentration range over which the method has been validated. Going outside the validated range is going outside the method's demonstrated performance.

2 likes 13mo
L
LeitermanTL3Regular11 Jul 2025#12

post #11 answers the question as asked. The question underneath it is different.

Thank you for the correction. I have edited my earlier post with a note rather than silently, so the thread still makes sense to read. The error was mine and it was the kind that comes from remembering a figure instead of looking it up.

0 likes 13mo
TT
t.tullochTL2 Moderator16 Jul 2025#13

Coming back to post #11, because the follow-up matters more than the original answer.

Limits of detection and quantitation: LOD is the lowest concentration that produces a signal above background. LOQ is the lowest concentration at which the method meets precision and accuracy acceptance criteria. Both are determined empirically.

20 likes 12mo
B
BBramleyTL3Regular21 Jul 2025#14
s.okafor, post #8: Worth separating two things that post #4 runs together. Specificity: the method can distinguish the intended compound from related impurities and degradation products. Tested by comparing results on pure compounds, mixtures of compounds, and degraded samples. Go to post

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).

8 likes in reply to #8 12mo
AL
a.lindqvistTL227 Jul 2025#15
GV
g.valckenaereTL3Regular1 Aug 2025#16

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.

0 likes 12mo
IA
i.amankwahTL2 Moderator6 Aug 2025 · edited#17

I read post #15 twice before replying, because I had assumed the opposite.

Specificity: the method can distinguish the intended compound from related impurities and degradation products. Tested by comparing results on pure compounds, mixtures of compounds, and degraded samples.

27 likes 12mo
JV
j.vandermolenTL3Regular11 Aug 2025#18
KAndersson, post #9: System suitability: injections run at the start of a batch to establish that the instrument and column are performing. Acceptance criteria typically include replicate precision (RSD ≤2%), peak tailing (0.8–1.5), theoretical plates (>2000), and resolution (>1.5). Go to post

This follows post #15 rather than contradicting it.

Why two laboratories may disagree: after validating the same method, they may still report different purity on the same sample due to integration differences, column age differences, subtle differences in mobile phase pH or temperature. This is normal and not a sign that one is wrong.

13 likes in reply to #9 12mo
MA
m.agyemanTL2 Moderator15 Aug 2025#19
g.ekstrom, post #11: Range: the concentration range over which the method has been validated. Going outside the validated range is going outside the method's demonstrated performance. Go to post

On post #15 — agreed on the reasoning, with one qualification.

Transfer between laboratories: a method can be transferred from one lab to another, but the receiving lab needs to demonstrate that they can achieve the same performance. This requires comparative testing and sometimes small method refinements.

0 likes in reply to #11 11mo
TT
taper_tableTL3Regular20 Aug 2025#20

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).

28 likes 11mo
RM
r.marsdenTL3Regular25 Aug 2025#21

Linearity: the detector response is proportional to compound concentration across the working range. Demonstrated by running standards at multiple concentrations and showing R-squared values typically ≥0.99.

0 likes 11mo
NS
n.serranoTL2 Moderator30 Aug 2025#22
e.ferreira, post #10: Coming back to post #8, because the follow-up matters more than the original answer. Forced degradation studies: deliberately stress the material with acid, base, oxidant, heat, light to generate degradation products and demonstrate that the method can separate them from the parent peak. Acceptance is that the method is… Go to post

Precision and repeatability: within-run and between-run variability of the method. Acceptance criterion is typically a relative standard deviation of ≤2% for area measurements.

4 likes in reply to #10 11mo
L
LeitermanTL3Regular3 Sep 2025#23

This follows post #20 rather than contradicting it.

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.

13 likes 11mo
CB
c.balogunTL2 Moderator8 Sep 2025#24

I read post #22 twice before replying, because I had assumed the opposite.

Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own records is not any individual result; it is that they are dated and consecutive.

26 likes 11mo
ST
sterile_tableTL3Regular13 Sep 2025#25

For anyone arriving from a search: the marked solution above is the direct answer, and the replies underneath it add the caveats that make it safe to use.

0 likes 10mo
YE
y.eriksenTL2 Moderator17 Sep 2025#26
a.lindqvist, post #15: Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own records is not any individual result; it is that they are dated and consecutive. Go to post

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.

2 likes in reply to #15 10mo
P
PSundbergTL2Member22 Sep 2025#27

Picking up post #24: that is the part I would want checked first.

System suitability: injections run at the start of a batch to establish that the instrument and column are performing. Acceptance criteria typically include replicate precision (RSD ≤2%), peak tailing (0.8–1.5), theoretical plates (>2000), and resolution (>1.5).

8 likes 10mo
FF
f.fontaineTL2 Moderator26 Sep 2025#28

Forced degradation studies: deliberately stress the material with acid, base, oxidant, heat, light to generate degradation products and demonstrate that the method can separate them from the parent peak. Acceptance is that the method is stability-indicating.

19 likes 10mo
RH
revision_historyTL3Wiki editor1 Oct 2025 · edited#29
t.tulloch, post #13: Coming back to post #11, because the follow-up matters more than the original answer. Limits of detection and quantitation: LOD is the lowest concentration that produces a signal above background. LOQ is the lowest concentration at which the method meets precision and accuracy acceptance criteria. Both are determined empirically. Go to post

Range: the concentration range over which the method has been validated. Going outside the validated range is going outside the method's demonstrated performance.

4 likes in reply to #13 10mo
JI
j.ivaturiTL2 Moderator5 Oct 2025#30
taper_table, post #20: 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). Go to post

Worth separating two things that post #26 runs together.

Limits of detection and quantitation: LOD is the lowest concentration that produces a signal above background. LOQ is the lowest concentration at which the method meets precision and accuracy acceptance criteria. Both are determined empirically.

12 likes in reply to #20 10mo