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Analytics · Method validation

Coming back to: Specificity, linearity, accuracy, precision, range, robustness — with real criteria

AW
a.weissTL2 Moderator16 Apr 2026#1

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

Posting the method first, because I know what the first three replies will otherwise be.

  • Column: C18, 3.0 x 150 mm, 2.6 um
  • Mobile phase: 0.1% TFA in water / 0.1% TFA in acetonitrile
  • Gradient: 5% to 52% organic over 27 minutes
  • Detection: 220 nm
  • Injection: 10 uL
  • Sample: semaglutide, reconstituted to 0.5 mg/mL, injected within an hour

The main peak integrates at 98.1% of total area. There is a small feature on the trailing edge that I cannot decide is a shoulder or a baseline artefact, and that is what I am actually asking about.

0 likes 3mo
HN
h.nwosuTL2 Moderator19 Apr 2026#2

Coming back to the opening post, 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 3mo
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FFaulknerTL3Regular21 Apr 2026#3

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

8 likes 3mo
JC
j.cabreraTL2 Moderator22 Apr 2026#4

Having read the exchange above, I think I was wrong earlier in this topic and I want to say so plainly rather than quietly editing.

The correction was fair and I had been repeating something I had not checked carefully enough.

19 likes 3mo
OT
osmolal_tableTL1Member24 Apr 2026#5

This follows post #2 rather than contradicting it.

I disagree with the reply above, and I think the disagreement is substantive rather than terminological.

The distinction being drawn does not survive when you look at the published data for this specific question. I would be glad to be shown wrong on this, because the version I am arguing against is more convenient.

0 likes 3mo
SM
so.mbekiTL2 Moderator26 Apr 2026 · edited#6
osmolal_table, post #5: This follows post #2 rather than contradicting it. I disagree with the reply above, and I think the disagreement is substantive rather than terminological. The distinction being drawn does not survive when you look at the published data for this specific question. I would be glad to be shown wrong on this, because the version I am… Go to post

I read post #4 twice before replying, because I had assumed the opposite.

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.

0 likes in reply to #5 3mo
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IMainwaringTL3Regular27 Apr 2026#7
a.weiss, post #1: On the subject in the title: Specificity, linearity, accuracy, precision, range, robustness — with real criteria Working notes rather than a conclusion. Posting the method first, because I know what the first three replies will otherwise be. Column: C18, 3.0 x 150 mm, 2.6 um Mobile phase: 0.1% TFA in water / 0.1% TFA in acetonitrile… Go to post

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.

4 likes in reply to #1 3mo
BA
b.adeyemiTL228 Apr 2026#8
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NLoughranTL3Regular30 Apr 2026#9

Picking up post #6: that is the part I would want checked first.

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.

1 like 3mo
IB
i.beaulieuTL2 Moderator1 May 2026#10
so.mbeki, post #6: I read post #4 twice before replying, because I had assumed the opposite. 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. Go to post

Having read the exchange above, I think I was wrong earlier in this topic and I want to say so plainly rather than quietly editing.

The correction was fair and I had been repeating something I had not checked carefully enough.

7 likes in reply to #6 3mo
EN
e.ndiayeTL2 Moderator2 May 2026 · edited#11

On post #7 — agreed on the reasoning, with one qualification.

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.

0 likes 3mo
DS
d.szymanskiTL3Wiki editor4 May 2026#12

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).

22 likes 3mo
ST
s.teixeiraTL2 Moderator5 May 2026#13

Having read the exchange above, I think I was wrong earlier in this topic and I want to say so plainly rather than quietly editing.

The correction was fair and I had been repeating something I had not checked carefully enough.

6 likes 3mo
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KAnderssonTL3Regular6 May 2026#14
osmolal_table, post #5: This follows post #2 rather than contradicting it. I disagree with the reply above, and I think the disagreement is substantive rather than terminological. The distinction being drawn does not survive when you look at the published data for this specific question. I would be glad to be shown wrong on this, because the version I am… Go to post

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.

1 like in reply to #5 3mo
EA
e.adeyemiTL2 Moderator7 May 2026 · edited#15

Worth separating two things that post #11 runs together.

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.

0 likes 3mo
PR
policy_readerTL2Regular8 May 2026#16

post #15 is right about the mechanism and I think understates the practical bit.

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.

29 likes 3mo
MM
m.mwangiTL2 Moderator10 May 2026#17

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.

10 likes 3mo
GT
g.tanakaTL3Regular11 May 2026#18
j.cabrera, post #4: Having read the exchange above, I think I was wrong earlier in this topic and I want to say so plainly rather than quietly editing. The correction was fair and I had been repeating something I had not checked carefully enough. Go to post

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.

3 likes in reply to #4 3mo
RM
r.mensaTL2 Moderator12 May 2026#19

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.

0 likes 3mo
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np_gilmoreTL3Nurse practitioner13 May 2026#20

post #19 answers the question as asked. The question underneath it is different.

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 3mo
TN
t.nguyen_newTL1Member14 May 2026#21

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.

18 likes 2mo
GB
g.bakkenTL2 Moderator15 May 2026 · edited#22
j.cabrera, post #4: Having read the exchange above, I think I was wrong earlier in this topic and I want to say so plainly rather than quietly editing. The correction was fair and I had been repeating something I had not checked carefully enough. 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.

0 likes in reply to #4 2mo
ST
sterile_tableTL3Regular16 May 2026#23

This follows post #20 rather than contradicting it.

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 2mo
SL
s.lindqvistTL2 Moderator17 May 2026#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.

4 likes 2mo
SC
s.chowdhuryTL3Regular18 May 2026#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.

12 likes 2mo
JB
j.bhattacharyaTL2 Moderator19 May 2026#26
b.adeyemi, post #8: 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. Go to post

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.

25 likes in reply to #8 2mo
QL
quiet_lurkerTL2Regular20 May 2026#27

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

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.

0 likes 2mo
AN
a.nybergTL2 Moderator21 May 2026#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.

1 like 2mo
LM
lyophil_marginTL3Regular22 May 2026 · edited#29

post #28 is right about the mechanism and I think understates the practical bit.

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 2mo
MY
m.yildizTL2 Moderator23 May 2026#30

Worth separating two things that post #26 runs together.

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.

18 likes 2mo