Introduction to PK modeling using MLXPlore - Part II

Introduction

We display here the amounts both in the central and depot compartments for the various PK models presented in ???. We also show the MLXtran code that was used for computing these two quantities.

Absorption

First-order and zero-order absorption

absorption1b_script: we compute and display both the amount $Ac$ in the central compartment (as before) and the amount Ad in the depot compartment when a single dose is administered at time $t=0$.

When PK macros are used for absorption, the amount in the depot can be computed by first creating another central compartment (cmt=2) which receives the same dose as the central compartment (cmt=1) with the same absorption processes, but without elimination. The amount in the depot is then the total dose administered minus the amount in the second central compartment.

Zero-order, first-order and $\alpha$-order absorption

absorption2b_script: we compute and display the amounts in the central and depot compartments when the drug is transferred from the depot to the central compartment with a first-order, zero-order or $\alpha$-order absorption process.

Note $\dot{A}d(t) \, = \, -ka \, \times \, Ad^{\alpha}(t).$ Zero-order absorption is obtained with $\alpha=0$ and first-order absorption with $\alpha=1$. The blue, red and green curves are obtained respectively with first-order, zero-order and $\alpha$-order absorption processes.

First-order, zero-order and sequential zero-order/first-order absorption

absorption3b_script: we compute and display the amounts in the central and depot compartments when the drug is transferred from the depot to the central compartment with a first-order, zero-order or sequential zero-order/first-order absorption process.

The blue, red and green curves are obtained respectively with first-order, zero-order and sequential zero-order/first-order absorption processes.

First-order and saturated absorption

absorption4b_script: we compute and display the amounts in the central and depot compartments when the drug is transferred from the depot to the central compartment with a first-order or saturated (Michaelis-Mentens) absorption process.

The red curve is now for the saturated absorption process. The log plot ($lAd$ vs $Time$) shows that the log of the amount in the depot department $lAd$ decreases linearly for first-order absorption but not for saturated absorption.

Lag-time and transit compartments

absorption5b_script: we compute and display the amounts in the central and depot compartments when a lag time or transit compartment model is used.

Here, the blue curves are for first-order absorption without lag-time, red curves for the lag-time model and green for the transit compartment model. The number of transit compartments is $Ntr=Mtt/Ktr$. When $Mtt=Tlag$, the transit compartment model compartment can be seen as a smooth version of the lag-time model. It converges to the lag-time model when the number of compartments increases (i.e., when the transfer rate constant $Ktr$ increases).

Summary

absorption6b_script: we compute and display the amounts in the central and depot compartments for the various absorption models presented in the previous examples.

In the figure on the right side, abs1 is first-order absorption, abs2 is $\alpha$-order absorption, abs3 is saturated absorption, abs4 is zero-order absorption and abs5 is sequential zero-order/first-order absorption.

All the projects shown in this session can be downloaded here: https://wiki.inria.fr/wikis/popix/images/c/c6/Pk_mlxplore.zip.

Introduction to PK modeling using MLXPlore - Part I