Although activation of CYP3A4 is frequently observed in vitro, predictive computational-based models and methods for in vitro-in vivo scaling are scarce. It has been previously shown that in vitro CYP3A4 heteroactivation of carbamazepine (CBZ)-epoxide (ep) formation can be associated with the clinical drug interaction between felbatame and CBZ. The previously reported prediction methodology is applied here to an additional set of in vitro CYP3A4 heteroactivators, some exerting this effect at concentrations relevant in vivo. The antimalarial artemisinin potently increases CBZ-ep formation by a maximum of 500% at 300 M. Testosterone and progesterone activates by a maximum of 1680 and 920%, respectively, at 150 M, and quinidine causes a 130% increase at 300 M. The predicted maximum in vivo decrease in steady-state concentration of carbamazepine (Css CBZ ) at saturating effector concentrations is 85 to 90% for testosterone and progesterone, 75% for artemisinin, and 45% for quinidine. The corresponding predicted in vivo increase in Css CBZ-ep is 50, 60, 55, and 30% for artemisinin, testosterone, progesterone, and quinidine, respectively. At effector concentrations relevant in vivo, the Css CBZ change is predicted to Յ20% for testosterone, artemisinin, and quinidine and Յ10% for progesterone, with a concomitant Css CBZ-ep increase of 12% for testosterone and Յ10% for progesterone, artemisinin, and quinidine. Structure-heteroactivation relationships were evaluated by generating a pharmacophore. The model includes two hydrogen bond acceptor features separated by hydrophobic features. Internal predictivity is high, and heteroactivation of an external test set correlate to observed in vitro heteroactivation.Inhibition of cytochromes P450 is a well known phenomena in vitro and has been shown to translate to decreases in P450-mediated metabolism in vivo, sometimes leading to clinically relevant drug-drug interactions (Lin and Lu, 1998). Quantitative prediction of the in vivo relevance of P450 inhibition based on in vitro data has also become an integral part of drug discovery and is based on methods that are continuously validated by comparison with in vivo observations (Ito et al., 2004). An increased number of attempts have also been made at producing computational models of P450 inhibition (Afzelius et al., 2001;Ekins et al., 2001).Extensive observations, however, suggest that apart from inhibition, modulation of cytochromes P450 can also occur by activation, a phenomenon that if translated to in vivo events is also a potential source of drug-drug interactions. The in vivo effects of P450 heteroactivation would be observed as an increased clearance of the affected drug, similar to the changes observed by P450 induction, except that the time course of the interaction would not be determined by the rate of synthesis and turnover of P450 enzyme but by the halflives of the interacting drugs. Activation of CYP3A4 has been extensively studied in vitro and based on site-directed mutagenesis studies (Khan et al., 2002), ...