This case study presents the modeling of the tobramycin pharmacokinetics  and the determination of a priori dosing regimens in patients with various degrees of renal function impairment It takes advantage of the integrated use of Datxplore for data visualization  Mlxplore for model exploration  Monolix for parameter estimation and Simulx for simulations and best dosing regimen determination