“…It has become clear in recent years that physiologic scaling of CL int obtained from suspended human hepatocytes not only underpredicts in vivo CL int on average (Ito and Houston, 2005;Riley et al, 2005;TABLE 2 Accuracy and precision of human hepatocyte prediction of in vivo CL int using rat and human in vitro-in vivo scaling factors, as represented by GMFE, RMSE, and the percentage of predictions that fall within 2-fold of the observed in vivo CL int Segregated Hepatocyte Scaling Factors in Prediction of Clearance Brown et al, 2007;Bowman and Benet, 2016) but does so in a clearance-dependent way (Hallifax et al, 2010;Wood et al, 2017). Although the reasons for this dependence remain unclear but could involve effects of the unstirred water layer and/or cofactor depletion in vitro (Hengstler et al, 2000;Hewitt et al, 2000;Hewitt and Utesch, 2004;Hallifax et al, 2010;Foster et al, 2011;Wood et al, 2017Wood et al, , 2018, achieving resolution of this clearance-dependent bias from the considerable prediction uncertainty has provided an opportunity to apply better targeted empirical correction. Because prediction from rat hepatocytes has now been shown to be clearance dependent in the same manner as human hepatocytes (Wood et al, 2017), there appears to exist a basis for renewed potential in the utility of rat hepatocytes for prediction of human in vivo CL int .…”