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Combined Actions and Interactions of Chemicals in Mixtures

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(Altenburger etal. 1993). Agents that act synergistically at the molecular level (e.g.<br />

receptor b<strong>in</strong>d<strong>in</strong>g) may display additivity with endpo<strong>in</strong>ts at more complex<br />

functional levels such as cell growth or cell death (Grimme et al. 1996). For this<br />

reason it is important to carry out analysis <strong>of</strong> comb<strong>in</strong>ation effects <strong>of</strong> estrogenic<br />

compounds at different levels <strong>of</strong> molecular complexity.<br />

7.5.4 The isobole method – a practical approach<br />

Two ma<strong>in</strong> reference models for def<strong>in</strong><strong>in</strong>g expected effects <strong>of</strong> mixtures <strong>of</strong> agents<br />

have emerged: the models <strong>of</strong> concentration addition <strong>and</strong> response addition. In the<br />

follow<strong>in</strong>g discussion the model <strong>of</strong> concentration addition is used. It is by far the<br />

most frequently employed reference model <strong>and</strong> has sound pharmacological<br />

foundations. Unlike the model <strong>of</strong> response addition, it is easily applied to the nonfractional<br />

effects yielded by assays employed to quantify estrogenic effects. The<br />

basic idea beh<strong>in</strong>d the concept <strong>of</strong> concentration addition is to compare doses, which<br />

produce effects <strong>of</strong> equal strength (iso-effective doses). The isobole method, which<br />

is derived from the method <strong>of</strong> concentration addition <strong>and</strong> has the advantage <strong>of</strong><br />

be<strong>in</strong>g illustrative, is widely applied. One <strong>of</strong> the strengths <strong>of</strong> the method <strong>of</strong> isoboles<br />

is that it can be used to analyse comb<strong>in</strong>ations <strong>of</strong> agents, irrespective <strong>of</strong> the shape <strong>of</strong><br />

their dose-response curves (Kortenkamp <strong>and</strong> Altenburger, 1998). It is possible to<br />

assess mixtures <strong>of</strong> agents with dissimilar dose-response curves, even when the<br />

maximal effects are not identical.<br />

An analysis us<strong>in</strong>g the isobole method is carried out by construct<strong>in</strong>g graphs that<br />

show curves describ<strong>in</strong>g comb<strong>in</strong>ations <strong>of</strong> two compounds A <strong>and</strong> B which produce<br />

the same specified effect (isoboles) (see chapter 2.4.3). The axes <strong>of</strong> the graph<br />

represent doses <strong>of</strong> the two compounds on a l<strong>in</strong>ear scale. A l<strong>in</strong>e jo<strong>in</strong><strong>in</strong>g the isoeffective<br />

doses A <strong>and</strong> B <strong>of</strong> the s<strong>in</strong>gle agents predicts the comb<strong>in</strong>ation <strong>of</strong> A <strong>and</strong> B,<br />

which will yield the same effect, provided the <strong>in</strong>teraction between A <strong>and</strong> B is<br />

additive. In this case the relationship can be expressed:<br />

dA/DA + dB/DB = 1<br />

where dA <strong>and</strong> dB are the doses/concentrations <strong>of</strong> A <strong>and</strong> B <strong>in</strong> a mixture that produces<br />

a specified effect <strong>and</strong> DA <strong>and</strong> DB are the doses/concentrations <strong>of</strong> the s<strong>in</strong>gle agents<br />

which on their own elicit the same effect.<br />

If datapo<strong>in</strong>ts lie below the additivity isobole then dA/DA + dB/DB < 1, <strong>in</strong>dicat<strong>in</strong>g<br />

synergism. With antagonism concave-down isoboles above the additivity l<strong>in</strong>e<br />

appears, as dA/DA + dB/DB > 1. Note that the position <strong>of</strong> isoboles varies depend<strong>in</strong>g<br />

on the effect level chosen for analysis.<br />

The method can also be applied to mixtures where only one <strong>of</strong> the two agents<br />

produces the effect under consideration. The iso-effective dose <strong>of</strong> the agent lack<strong>in</strong>g<br />

the effect <strong>of</strong> <strong>in</strong>terest can be regarded as <strong>in</strong>f<strong>in</strong>itely large, so that the result<strong>in</strong>g<br />

additivity isobole runs parallel to the respective dose axis.<br />

Comb<strong>in</strong>ation <strong>of</strong> three agents can be analysed by construct<strong>in</strong>g three-dimensional<br />

isobolar surfaces, <strong>and</strong> comb<strong>in</strong>ations <strong>of</strong> more than three compounds can be assessed<br />

more easily by us<strong>in</strong>g a generalisation <strong>of</strong> the above-mentioned equation:<br />

dA/DA + dB/DB + dC/DC + dD/DD +…………. = 1<br />

Us<strong>in</strong>g this approach, valid conclusions on the comb<strong>in</strong>ation effect <strong>of</strong> mixtures can<br />

<strong>of</strong>ten be drawn on surpris<strong>in</strong>gly few data.<br />

The method <strong>of</strong> isoboles does not <strong>in</strong>clude facilities, which are helpful <strong>in</strong> decid<strong>in</strong>g<br />

whether deviations from the l<strong>in</strong>e <strong>of</strong> additivity are systematic or simply due to<br />

115

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