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Model Organisms in Drug Discovery

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Compound learn<strong>in</strong>g set for assay validation<br />

In addition to confirm<strong>in</strong>g the quality of a C. elegans assay, the assay must also<br />

be pharmacologically validated. Devgen has used a learn<strong>in</strong>g set of about 250<br />

CNS drugs to <strong>in</strong>clude drugs with mode of actions that modulate dr<strong>in</strong>k<strong>in</strong>g and<br />

drugs that should not affect dr<strong>in</strong>k<strong>in</strong>g. These classes of drugs have been used to<br />

validate the C. elegans ‘dr<strong>in</strong>k<strong>in</strong>g assay’. Seroton<strong>in</strong> reuptake <strong>in</strong>hibition should<br />

<strong>in</strong>crease dr<strong>in</strong>k<strong>in</strong>g and consequently 485% of the tested SSRIs and 475% of<br />

all 5-HT reuptake <strong>in</strong>hibitors have been shown to enhance dr<strong>in</strong>k<strong>in</strong>g rates <strong>in</strong><br />

the assay. Because dopam<strong>in</strong>e negatively regulates dr<strong>in</strong>k<strong>in</strong>g, <strong>in</strong>hibitors of<br />

dopam<strong>in</strong>ergic signal<strong>in</strong>g should also enhance dr<strong>in</strong>k<strong>in</strong>g, but <strong>in</strong>directly. Fortyfive<br />

percent of the dopam<strong>in</strong>e antagonists tested have been shown to <strong>in</strong>fluence<br />

dr<strong>in</strong>k<strong>in</strong>g rates. The third important neurotransmitter that <strong>in</strong>creases dr<strong>in</strong>k<strong>in</strong>g<br />

rates is acetylchol<strong>in</strong>e. Consequently, none of the tested antagonists were<br />

detected <strong>in</strong> the screen. A range of unrelated CNS compounds have been<br />

tested, <strong>in</strong>clud<strong>in</strong>g adrenergic antagonists, opioids and histam<strong>in</strong>ergics. Fifteen<br />

percent of the adrenergic modulators were shown to be enhancers of dr<strong>in</strong>k<strong>in</strong>g<br />

rates and must be considered as false positives. The conclusion is that the<br />

dr<strong>in</strong>k<strong>in</strong>g screen for enhancers is highly sensitive because it identifies most of<br />

the SSRIs for which the assay has been configured. It should be noted that this<br />

C. elegans assay is able to identify reliable human drugs for a specific target<br />

and that the assay is another example of the high level of conservation<br />

between C. elegans and human pharmacology.<br />

Another question is the number of false positives that can be expected.<br />

Thirty-three percent of all hits obta<strong>in</strong>ed <strong>in</strong> the ‘dr<strong>in</strong>k<strong>in</strong>g assay’ are the desired<br />

SSRIs (Figure 3.5). In addition, 51% of the hits act specifically on the biology<br />

under <strong>in</strong>vestigation because a seroton<strong>in</strong> receptor agonist also <strong>in</strong>creases<br />

dr<strong>in</strong>k<strong>in</strong>g. Although these hits may be still of <strong>in</strong>terest, we will show later how to<br />

filter out dopam<strong>in</strong>ergics and seroton<strong>in</strong> receptor modulators. The rema<strong>in</strong><strong>in</strong>g<br />

16% of the hits are false positives, which need to be filtered out as well. The<br />

data validate the dr<strong>in</strong>k<strong>in</strong>g assay as highly robust, sensitive and selective. We<br />

will describe the C. elegans screen<strong>in</strong>g platform and a screen<strong>in</strong>g campaign with<br />

the dr<strong>in</strong>k<strong>in</strong>g assay.<br />

The C. elegans screen<strong>in</strong>g platform<br />

LEAD DISCOVERY 69<br />

The HTS equipment used <strong>in</strong> a C. elegans screen<strong>in</strong>g unit <strong>in</strong>cludes the same<br />

robotics and technology found <strong>in</strong> standard HTS laboratories but with one<br />

important difference (Seethala, 2001): <strong>in</strong>stead of targets or cells be<strong>in</strong>g present<br />

<strong>in</strong> the wells for screen<strong>in</strong>g, the wells are filled with liv<strong>in</strong>g animals swimm<strong>in</strong>g<br />

through the medium. The growth and handl<strong>in</strong>g requirements associated with<br />

the use of liv<strong>in</strong>g C. elegans animals limits the time available for screen<strong>in</strong>g to 3

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