The purpose of this study was to describe the nonlinear pharmacokinetics of piperacillin observed during intermittent infusion and continuous infusion by using a nonparametric population modeling approach. Data were 120 serum piperacillin concentration measurements from eight adult cystic fibrosis (CF) patients. Individual pharmacokinetic parameter estimates during intermittent infusion or continuous infusion were calculated by noncompartmental analysis and with a maximum iterative two-stage Bayesian estimator. To simultaneously describe concentration-time data during intermittent infusion and continuous infusion, nonlinear models were parameterized as two-compartment Michaelis-Menten models. Models were fit to the data with the nonparametric expectation maximization algorithm. The calculations were executed on a remote supercomputer. Nonlinear models were evaluated by log-likelihood estimates, residual plots, and Piperacillin-tazobactam is a parenterally administered combination of a â€-lactam antibiotic with a â€-lactamase inhibitor (4). This drug combination is frequently used in the treatment of pulmonary exacerbations in patients with cystic fibrosis (CF) because of its good bactericidal activity against Pseudomonas aeruginosa and gram-positive microorganisms (20). Piperacillin, like other â€-lactam antibiotics, exhibits time-dependent killing, and the parameter for the bactericidal effect is the time during which the concentration of the drug exceeds the MIC (5). As shown for ceftazidime (23), continuous infusion of piperacillin-tazobactam may result in superior efficacy with equal or lower total daily doses. Administration by continuous infusion also has distinct advantages in CF home treatment programs (24). A recent report on continuous intravenous administration of vancomycin also emphasized this point (27).Data on the pharmacokinetics of piperacillin in patients with CF are scarce (12; J. S. Bertino, M. D. Reed, C. Meyers, and J. L. Blumer, Pediatr. Res. 16:1210A, abstr. 254, 1982), while data for the combination are lacking. Piperacillin-tazobactam is commonly administered by intermittent infusion. In non-CF patient populations and with this mode of administration, the pharmacokinetics of the â€-lactamase inhibitor-antibiotic combination appeared to be linear (1), although nonlinear analysis was not addressed. Some authors, however, have argued for nonlinear behavior, and studies have documented evidence for decreasing clearance with increasing concentrations (2,3,19). Piperacillin is, for the most part, excreted through the kidneys by active tubular secretion and by glomerular filtration. A typical characteristic of the active secretion process is a limitation in the capacity of this process. This behavior can be described in terms of Michaelis-Menten (MM) kinetics, where the rate of active transport increases toward a maximum value (V max ) with increasing plasma drug concentrations (11). The concentration at which the rate is 50% of its maximum is the K m . At concentrations well below the K m , the r...