Carry-over [General Statistics]
Hi AchievWin,
Again, tell regulators to follow their own guidances. Be polite, if you can.
A good part of Stephen Senn’s textbook2 can be understood as an essay against carryover in the model.
If you are really interested in the behavior of the drug/formulation, you could only try PK modeling. Good luck. Even if you succeed, then what? Subtract the estimated concentration-time course of previous period(s) from the observed ones to get the ‘true’ concentrations? No regulator would accept that.
See there (Case 1, slides 4–7). I subtracted the fitted concentrations and presented it as a supportive analysis (after some subjects with pre-dose concentrations in higher periods we amended the SAP). Luckily the total (between- + within-subject) variability was low. The German agency accepted the study based on the data of the first period evaluated as a parallel design (new primary analysis; we crossed fingers). The study passed but it was a close shave.
BTW, with the current ≤5% Cmax rule evaluation as a crossover would have been not be a problem…
Are you talking about endogenous compounds? Nasty beasts.
❝ Whether we like it or not this question keep popping, can you both or anyone answer my questions above (I have views but I want to hear what other alternatives are there - my views align mostly with Helmut view but.... regulators are regulators)
Again, tell regulators to follow their own guidances. Be polite, if you can.
❝ I am struggling with the basic question how to quantify carry-over?
After a dose we know only one thing for sure:
The concentration is not zero.1
A good part of Stephen Senn’s textbook2 can be understood as an essay against carryover in the model.
If you are really interested in the behavior of the drug/formulation, you could only try PK modeling. Good luck. Even if you succeed, then what? Subtract the estimated concentration-time course of previous period(s) from the observed ones to get the ‘true’ concentrations? No regulator would accept that.
See there (Case 1, slides 4–7). I subtracted the fitted concentrations and presented it as a supportive analysis (after some subjects with pre-dose concentrations in higher periods we amended the SAP). Luckily the total (between- + within-subject) variability was low. The German agency accepted the study based on the data of the first period evaluated as a parallel design (new primary analysis; we crossed fingers). The study passed but it was a close shave.
BTW, with the current ≤5% Cmax rule evaluation as a crossover would have been not be a problem…
❝ and for some products that <5% of Cmax rule is not applied (this is a news for me)
Are you talking about endogenous compounds? Nasty beasts.
- Harold Boxenbaum at: Analytical Methods Validation: Bioavailability, Bioequivalence and Pharmacokinetic Studies. (Crystal City I Conference). Arlington, VA. December 3–5, 1990.
- Senn S. Cross-over Trials in Clinical Research. Chichester: Wiley; 2nd ed. 2002. ISBN: 978-0-471-49653-3.
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Dif-tor heh smusma 🖖🏼 Довге життя Україна!
![[image]](https://static.bebac.at/pics/Blue_and_yellow_ribbon_UA.png)
Helmut Schütz
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The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- Carry over and statistical adjustment in BE computations Achievwin 2023-10-02 20:34 [General Statistics]
- Carry-over → 🚮 Helmut 2023-10-02 21:06
- Carry-over → 🚮 Achievwin 2023-10-03 12:13
- Carry-over → 🚮 Helmut 2023-10-03 12:48
- Carry-over dshah 2023-10-03 16:34
- Carry-over Achievwin 2023-10-03 20:33
- Carry-overHelmut 2023-10-04 08:31
- Carry-over Achievwin 2023-10-04 16:38
- Carry-over dshah 2023-10-04 11:22
- Carry-overHelmut 2023-10-04 08:31
- more than 20% subject carry over effect investigation mittyri 2023-10-05 20:15
- carry over effect investigation based on what? Helmut 2023-10-06 07:08
- carry over effect investigation based on what? dshah 2023-10-06 13:20
- Carry-over Achievwin 2023-10-03 20:33
- Carry-over → 🚮 Achievwin 2023-10-03 12:13
- Outdated and wrong answers mittyri 2023-10-05 20:34
- Wrong answer Helmut 2023-10-06 07:19
- Carry-over → 🚮 Helmut 2023-10-02 21:06