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Nicotine metabolism biosignatures are learned from genotypes G and clinical C data in laboratory studies of nicotine metabolism. Nicotine metabolism is then predicted (Zpred) in existing or new observations using the biosignatures and corresponding model weights. The predicted nicotine metabolite ratio can them be associated with clinical outcomes Y, such as smoking cessation (1’s indicate success). Adapted from [10].
