Reporting BLQs, handling in NCA [Regulatives / Guidelines]
please follow the Forum’s Policy in the future. THX.
❝ I want know why the pre-dose response is represented in the concentration data even though it is less than BLOQ.
This would be rather unusual. Generally values below the LLOQ are given in the analytical report as a string of characters (“<LLOQ”, “BLQ”, …). Reporting BLQs as zero would be stupid as well because information is lost. BTW, it is good practice to use other non-numeric codes for missing samples (subject didn’t show up at a late scheduled sampling time, problems in blood draw, vial broken, …), non-reportable results (bad chromatography, unreliable repeats, …), etc.
❝ Is there any use of the response in the statistical parameters calculation.
If a value <LLOQ is reported (i.e., against all guidelines extrapolated beyond the validated range of the method), PK-software will use it. The AUC will have a positive bias and you should expect a deficiency letter. On the contrary most (all?) PK-software treat non-numeric codes after an extravascular dose at t≤0 as zero sampled at t=0. Example of the beginning of a profile:
t C
──────────────
-0.3333 BLQ ⇐ 20 minutes prior to dosing
0.25 5.00
0.5 15.0
1.0 20.0
1.5 17.0
In all versions of WinNonlin you will get in EV NCA:
Dose time: 0.00
Calculation method: Linear Trapezoidal Rule for for Increasing Values,
Log Trapezoidal Rule for Decreasing Values
Time Conc. AUC
-----------------------------
0.0000 @ 0.0000 0.0000
0.2500 5.000 0.6250
0.5000 15.00 3.125
1.000 20.00 11.88
1.500 17.00 21.10
@) Note - the concentration at dose time was added for extrapolation purposes.
(my emphases)
For BLQs at t>0 you should have an SOP in place describing how these values will be handled in NCA. Most people treat BQLs occurring at 0 > t < tmax as zero and ignore any BLQ after tmax (i.e., truncate the AUC at the time point of the last quantifiable concentration). Some people set the first BLOQ after tmax to LLOQ/2. IMHO, that’s not a good idea (demonstrated to give biased parameter estimates in population PK). If ti is the time point of the last measured concentration Ci and we (arbitrarily!) set Ci+1 at ti+1 to LLOQ/2 we would imply a t1/2 of ln(2)/{[ln(Ci)–ln(LLOQ/2)]/(ti+1–ti)}, which strongly depends on ∆t and is not related to the PK of the drug. That’s not justified. Example (LLOQ = 5):
t C t C
────────────────────
24 10 24 10
36 (2.5) 48 (2.5)
t½ 6 12
Don’t set them to zero as well (or use WinNonlin’s
AUCall).Suggestion: Do not only refer to an SOP but state in the protocol what you intend to do.
Since you asked for what guidelines say about it:
- FDA
- Guidance for Industry – Bioanalytical Method Validation (2001): “Estimation of concentration in unknown samples by extrapolation of standard curves below LLOQ […] is not recommended.“
Nothing about how BLQs should be reported.
- BMV – Draft (2012): Lines 416 and 710: “Concentrations below the LLOQ should be reported as zeros.”
That’s a bizarre idea; there was a consensus at the Crystal City conferences that post-dose concentrations <LLOQ should not be reported as zero. I don’t expect this statement to make it to the final version.
- GL on the Investigation of Bioequivalence (2010): Nothing.
- Appendix IV to the BE-GL (2011): Nothing. Only report the number of pre-dose samples >5% of Cmax for each formulation.
- GL on bioanalytical method validation (2011): Nothing.
See the Forum’s Policy. The link to Guidelines / Guidances is located on top of the page.
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Science Quotes
Complete thread:
- Representation of the concentration in pre-dose samples sree1805 2014-08-02 04:02
- Reporting BLQs, handling in NCAHelmut 2014-08-02 14:26
