PK interaction studies [General Statistics]
Dear Frieda!
I kept this line as a reference.
PK interaction studies are similar to BE studies, but not equal. Let's start with the fundamental pharmacokinetic relationship
or, rewritten
In BE testing we are relying on two assumptions (unfortunatelly many people are not aware of #1):
For two formulations (T, R) we have
applying assumptions (1) and (2) we get
In a PK interaction study assumption #1 (constant clearances) may not hold!
Contrary to BE studies, where the AUC-ratio is only a measure of the absorption characteristics of formulations, the concomitant treatment of drug B may influence the clearance of drug A (AUC therefore is a composite parameter consiting of extent of absorption and clearance). See the pioneering paper published in 1994 by Schall et al.
If the CI falls with the commonly applied acceptance range (AR) ‘lack of interaction’ is likely (because a ratio close to unity would imply either no influence of T on fR and CLR or an influence on both fR and CLR in opposite directions to the same degree – which is considered improbable).
The authors suggest in any case no further analyses, but to include such an possible influence on the clearance in the wording of the conclusion, like
rather than
If an influence is observed (CI not within AR), the authors suggest a second step in the analysis, namely
The second metric was also proposed by Abdallah (1998)
This is only an entry point from my side; though you didn’t see residual concentrations after the washout, some residual effects of T on the PK cannot be excluded (higher concentration of the reference in the TR group - this was also ElMaestro’s idea in his post). IMHO I would go with the second part of the analysis notwithstanding you have already shown a CI within the AR. Anyhow, from both clinical and regulatory points of view for a combination product any demonstrated PK interaction will go into the labeling (US) / SmPC (EU).
Must sleep over it…
❝ […] The combination A + B is hereafter called the test T and A + placebo the reference R.
I kept this line as a reference.

PK interaction studies are similar to BE studies, but not equal. Let's start with the fundamental pharmacokinetic relationship
fa x D = AUC x CLor, rewritten
fa × D AUC = ———— CLIn BE testing we are relying on two assumptions (unfortunatelly many people are not aware of #1):
(1) CL remains constant during the study (2) D is the same (no potency correction)For two formulations (T, R) we have
AUCT fT × DT × CLR ——— = ———————— AUCR fR × DR ×CLTapplying assumptions (1) and (2) we get
AUCT frel = ——— AUCRIn a PK interaction study assumption #1 (constant clearances) may not hold!
Contrary to BE studies, where the AUC-ratio is only a measure of the absorption characteristics of formulations, the concomitant treatment of drug B may influence the clearance of drug A (AUC therefore is a composite parameter consiting of extent of absorption and clearance). See the pioneering paper published in 1994 by Schall et al.
[1] and the chapter ‘Analysis of pharmacokinetic interactions’ in Hauschke et al. (2007).[2]If the CI falls with the commonly applied acceptance range (AR) ‘lack of interaction’ is likely (because a ratio close to unity would imply either no influence of T on fR and CLR or an influence on both fR and CLR in opposite directions to the same degree – which is considered improbable).
The authors suggest in any case no further analyses, but to include such an possible influence on the clearance in the wording of the conclusion, like
‘the amount of drug A available in the systemic circulation is not affected by concomitant administration of drug B’rather than
‘drug B does not affect the absorption of drug A’.If an influence is observed (CI not within AR), the authors suggest a second step in the analysis, namely
(1) the elimination half life of drug A, (2) the ratio AUC/t½ (or AUC × kel).The second metric was also proposed by Abdallah (1998)
[3] in another context (to ‘reduce variability’ of HVDs).This is only an entry point from my side; though you didn’t see residual concentrations after the washout, some residual effects of T on the PK cannot be excluded (higher concentration of the reference in the TR group - this was also ElMaestro’s idea in his post). IMHO I would go with the second part of the analysis notwithstanding you have already shown a CI within the AR. Anyhow, from both clinical and regulatory points of view for a combination product any demonstrated PK interaction will go into the labeling (US) / SmPC (EU).
Must sleep over it…

- Schall R, Hundt HKL and HG Luus
Pharmacokinetic characteristics for extent of absorption and clearance in drug/drug interaction studies
Int J Clin Pharmacol Ther 32/12, 633-637 (1994)
- Hauschke D, Steinijans V and I Pigeot
Bioequivalence Studies in Drug Development
John Wiley, Chichester, pp 175-203 (2007)
- HY Abdallah
An Area Correction Method To Reduce Intrasubject Variability In Bioequivalence Studies
J Pharm Pharmaceut Sci 1(2), 60-65 (1998)
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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:
- How to deal with a sequence effect? Frieda 2008-08-01 14:36
- How to deal with a sequence effect? ElMaestro 2008-08-01 16:36
- How to deal with a sequence effect? Frieda 2008-08-06 09:57
- PK interaction studiesHelmut 2008-08-01 18:58
- PK interaction studies Frieda 2008-08-06 18:35
- How to deal with a sequence effect? d_labes 2008-08-04 09:23
- How to deal with a sequence effect? Frieda 2008-08-06 13:49
- How to deal with a sequence effect? Helmut 2008-08-10 14:25
- How to deal with a sequence effect? d_labes 2008-08-11 14:50
- How to deal with a sequence effect? Helmut 2008-08-11 16:33
- actio est reactio d_labes 2008-08-12 09:55
- actio est reactio Helmut 2008-08-12 12:36
- actio est reactio d_labes 2008-08-12 09:55
- How to deal with a sequence effect? Helmut 2008-08-11 16:33
- How to deal with a sequence effect? d_labes 2008-08-11 14:50
- How to deal with a sequence effect? ElMaestro 2008-08-01 16:36
