In
toxicodynamics and
pharmacodynamics
Pharmacodynamics (PD) is the study of the biochemical and physiologic effects of drugs (especially pharmaceutical drugs). The effects can include those manifested within animals (including humans), microorganisms, or combinations of organisms ( ...
, Loewe additivity (or dose additivity) is one of several common
reference models used for measuring the effects of
drug
A drug is any chemical substance that causes a change in an organism's physiology or psychology when consumed. Drugs are typically distinguished from food and substances that provide nutritional support. Consumption of drugs can be via inhal ...
combinations.
Definition
Let
and
be doses of compounds 1 and 2 producing in combination an effect
. We denote by
and
the doses of compounds 1 and 2 required to produce effect
alone (assuming this conditions uniquely define them, i.e. that the individual dose-response functions are bijective).
quantifies the potency of compound 1 relatively to that of compound 2.
can be interpreted as the dose
of compound 2 converted into the corresponding dose of compound 1 after accounting for difference in potency.
Loewe additivity is defined as the situation where
or
.
Geometrically, Loewe additivity is the situation where isoboles are segments joining the points
and
in the domain
.
If we denote by
,
and
the dose-response functions of compound 1, compound 2 and of the mixture respectively, then dose additivity holds when
:
Testing
The Loewe additivity equation provides a prediction of the dose combination eliciting a given effect. Departure from Loewe additivity can be assessed informally by comparing this prediction to observations. This approach is known in toxicology as the model deviation ratio (MDR).
This approach can be rooted in a more formal statistical method with the derivation of approximate
p-value
In null-hypothesis significance testing, the ''p''-value is the probability of obtaining test results at least as extreme as the result actually observed, under the assumption that the null hypothesis is correct. A very small ''p''-value means ...
s with
Monte Carlo simulation
Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. The underlying concept is to use randomness to solve problems that might be determ ...
, as implemented in the R package MDR.
References
Clinical pharmacology
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