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One consequence of pharmas direct marketing of pharmaceutical drugs to consumers in the US is that you hear commercials with warnings like Do not take if you have a G6PD deficiency as if you, the consumer, are supposed to know what G6PD deficiency is, let alone whether or not whether you have it

Dauer W, Kholodilov N, Vila M, Trillat AC, Goodchild R, Larsen KE, Staal R, Tieu K, Schmitz Y, Yuan CA, Rocha M, Jackson-Lewis V, Hersch S, Sulzer D, Przedborski S, Burke R, Hen R, 2002

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Integrating these datasets with machine learning and systems biology approaches will enable the construction of predictive models that classify patients according to metabolic vulnerabilities, thereby guiding rational trial design and therapeutic personalization