Sampling (optimization?) [Design Issues]
Hi intuitivepharma,
as promised some thoughts.
Fitting your data (assuming a dose of 100 units) I got:
To keep it simple I would set the sampling interval to multiples of 15 minutes. We should have at least three sampling time points in the absorption phase and around Cmax (FDA). So I suggest to aim for five evenly spaced samples in the interval [0, 4.75] ⇒ [0, 0.95, 1.9, 2.85, 3.8, 4.75] ⇒
Let’s see:
Smaller partial derivatives for K10 would be nice.
OK, we can expect to obtain more reliable fits in schedule 2. Since Cmax is higher variable than AUC it would be a good idea to sample more often in the earlier part of the profile. FDA’s 3/3-recommendation gives too few samples in most cases. Play around with the schedules, but forget modeling – is not helpful. Concentrate on clinical practicability.
as promised some thoughts.
Fitting your data (assuming a dose of 100 units) I got:
V/F 1.0417028
K01 0.69324023
K10 0.027723077
Tmax 4.8370075
To keep it simple I would set the sampling interval to multiples of 15 minutes. We should have at least three sampling time points in the absorption phase and around Cmax (FDA). So I suggest to aim for five evenly spaced samples in the interval [0, 4.75] ⇒ [0, 0.95, 1.9, 2.85, 3.8, 4.75] ⇒
mround(t,0.25)
⇒ [0, 1, 2, 2.75, 3.75, 4.75]. The remaining ten sample geometrically spaced, rounded ⇒ [6.5, 8.75, 11.75, 16, 21.5, 29, 39.25, 53.25, 72].Let’s see:
Smaller partial derivatives for K10 would be nice.
schedule 1 schedule 2
∑ last 6: -6295 -6671
∑ last 5: -4612 -4639
OK, we can expect to obtain more reliable fits in schedule 2. Since Cmax is higher variable than AUC it would be a good idea to sample more often in the earlier part of the profile. FDA’s 3/3-recommendation gives too few samples in most cases. Play around with the schedules, but forget modeling – is not helpful. Concentrate on clinical practicability.
—
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
Helmut Schütz
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
Helmut Schütz
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- How to Define Sampling Interval eduardojmorales 2006-10-05 21:11 [Design Issues]
- How to Define Sampling Interval eduardojmorales 2006-10-05 23:16
- Soliloquy? H_Rotter 2006-10-06 13:27
- Soliloquy? eduardojmorales 2006-10-10 18:09
- Algorithm (geometric progression) Helmut 2006-10-07 21:48
- Algorithm (geometric progression) eduardojmorales 2006-10-10 18:23
- Algorithm (geometric progression) Helmut 2006-10-10 19:05
- Algorithm (geometric progression) intuitivepharma 2013-02-28 08:10
- Geometric progression in Excel Helmut 2013-02-28 13:56
- Sampling (optimization?)Helmut 2013-02-28 16:50
- Sampling (optimization?) intuitivepharma 2013-03-01 07:42
- Sampling (optimization?) SDavis 2013-03-07 10:40
- VIFs? Helmut 2013-03-07 15:50
- Sampling (optimization?) intuitivepharma 2013-03-08 12:39
- Sampling (optimization?) SDavis 2013-03-07 10:40
- Sampling (optimization?) intuitivepharma 2013-03-01 07:42
- Algorithm (geometric progression) eduardojmorales 2006-10-10 18:23
- Soliloquy? H_Rotter 2006-10-06 13:27
- How to Define Sampling Interval eduardojmorales 2006-10-05 23:16