If no data for compound brain concentration were available, scenario II described above (Figure ) would be the only acceptable solution. However, in vivo brain PK analyses could be carried out as long as the numbers of samples were limited, such as the sample at 1 h, and this situation was designated scenario III. Consequently, we used the predicted parameter values from the 5fold CV for initial fitting against the compound brain concentration at 1 h after administration.