Empiric distributions [PK / PD]
Dear all,
Detlew wrote here:
Good question. For Cmax and AUC there’s a consensus that these metrics are lognormal. See also the empiric distribution of AUCs of methylphenidate in 405 subjects in this presentation which agrees with pharmacokinetic considerations and lead to a multiplicative model (or additive on logtransformed data). Steinijans et al.* state about MR theophylline:
I looked at my MPH MR data (10–60 mg, SD/MD; linear PK). Data of 303 subjects (HVD, MRT, Cmax/AUC) and 276 subjects (t75%):
![[image]](img/uploaded/image89.png)
![[image]](img/uploaded/image90.png)
![[image]](img/uploaded/image91.png)
![[image]](img/uploaded/image92.png)
Interesting, isn’t it?
Detlew wrote here:
❝ The whole discussion up to here depends on the assumption of log-normality. If this is a reasonable assumption for measures of fluctuation like PTF or swing is left to you.
Good question. For Cmax and AUC there’s a consensus that these metrics are lognormal. See also the empiric distribution of AUCs of methylphenidate in 405 subjects in this presentation which agrees with pharmacokinetic considerations and lead to a multiplicative model (or additive on logtransformed data). Steinijans et al.* state about MR theophylline:
The choice of the multiplicative model and hence the ratio analysis for the plateu time T75% Cmax is motivated by the distribution analysis of the plateau time for the test formulation Euphylong® in n = 102 healthy subjects and n = 85 patients presenting with obstructive pulmonary diseases. The logarithmic normal distribution was superior to the normal distribution (data on file).
(my emphasis)
I looked at my MPH MR data (10–60 mg, SD/MD; linear PK). Data of 303 subjects (HVD, MRT, Cmax/AUC) and 276 subjects (t75%):
![[image]](img/uploaded/image89.png)
![[image]](img/uploaded/image90.png)
![[image]](img/uploaded/image91.png)
![[image]](img/uploaded/image92.png)
Interesting, isn’t it?
- Steinjans VW, Sauter R, Diletti E. Shape Analysis in Single- and Multiple-Dose Studies of Modified Release Products. In: Blume HH and KK Midha, editors. Bio-International 2. Stuttgart: medpharm Scientific Publishers; 1995. p. 193–206.
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Helmut Schütz
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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
![[image]](https://static.bebac.at/img/CC by.png)
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- Empiric distributionsHelmut 2012-03-21 16:18 [PK / PD]
- nitpicking ElMaestro 2012-03-21 17:32
- nitpicking Helmut 2012-03-22 16:06
- Empiric distributions martin 2012-03-21 21:16
- QQ-Plots Helmut 2012-03-22 01:17
- Transform or not transform d_labes 2012-03-22 09:31
- Transform or not transform Helmut 2012-03-22 13:27
- Transform or not transform d_labes 2012-03-22 09:31
- QQ-Plots Helmut 2012-03-22 01:17
- Empiric distributions ElMaestro 2012-03-22 18:16
- Empiric distributions Helmut 2012-03-23 01:50
- nitpicking ElMaestro 2012-03-21 17:32