Math of drugs and bodies (pharmacokinetics)
By Murray Bourne, 01 Feb 2010
Pharmacokinetics is the process whereby substances (like food and drugs) are ingested into the body (via mouth or needles) and processed. We'll concentrate on drugs.
Preparing a syringe.
The process of pharmacokinetics has 5 steps:
- Liberation - the drug is released from the formulation.
- Absorption - the drug enters the body.
- Distribution - the drug disperses throughout the body
- Metabolism - the drug is broken down by the body.
- Excretion - the drug is eliminated from the body.
Of course, each drug needs to act on the body in a different way. Some drugs need to be absorbed quickly (like nitroglycerin if we are having a heart attack) and preferably eliminated quickly (otherwise toxins build up in the blood). For other drugs, we want slow absorption so we get maximum benefit and don't lose a lot of it from excretion.
So when your doctor prescribes (say) "take 2 tablets 3 times a day after food", this is based on the desirable levels of drug concentration and known levels of distribution, metabolism and excretion in the body.
What's the math?
When the nurse first administers the drug, the concentration of the drug in the blood stream is zero. As the drug moves around the body and is metabolized, the concentration of the drug increases.
There comes a point when the concentration no longer increases and begins to decline. This is the period when the drug is fully distributed and metabolism is taking place. As time goes on, the drug concentration gets less and less and falls below a certain effective amount. Time to take some more pills.
We can model such a situation mathematically with a differential equation. It has 2 parts - an absorption part and an elimination part. At first, absorption (increasing drug concentration) takes precedence and over time, elimination (decreasing concentration) is the most important element.
We have the following variables:
D = drug dose given
V = volume distributed in the body
C = concentration of the drug at time t
F = fraction of dose which has been absorbed (also called bioavailability)
A = absorption rate constant
E = elimination rate constant
t = time
Absorption part: This depends on the amount of the drug given, the fraction that has been absorbed and the absorption rate constant. It decreases as time goes on. The expression for absorption is given by:
A × F × D × e^{-At}
Elimination part: The elimination dynamic is affected by the elimination constant, the volume distributed in the body and the concentration left of the drug. The expression for this part is:
E × V × C
For our model, we need to subtract the elimination part from the absorption part (since the absorption part increases the concentration of drug and the elimination part decreases it). Our differential equation is as follows:
We now substitute some typical values for our variables (without units to keep things simple. Note C is a variable (not a constant here), the one for which we seek an expression in t.)
Solving this differential equation (using a computer algebra system), gives the concentration at time t as:
C(t) = 533.3(e^{−0.4t} − e^{−0.5t})
We can see in the graph the portion where the concentration increases (up to around t = 2) and levels off. The concentration then decreases to almost zero at t = 24.
Pharmacokinetics is yet another interesting "real life" application of math.
[Based on: A First Course in Pharmacokinetics.
Photo credit: Syringe]
See the 34 Comments below.