A population pharmacokinetic model based on data from three phase I studies was to be developed including a covariate analysis to describe the concentration -time profiles of matuzumab, a novel humanised monoclonal antibody. Matuzumab was administered as multiple 1 h i.v. infusions with 11 different dosing regimens ranging from 400 to 2000 mg, q1w -q3w. For analysis, 90 patients with 1256 serum concentration -time data were simultaneously fitted using the software NONMEMt. Data were best described using a two-compartment model with the parameters central (V 1 ) and peripheral distribution volume (V 2 ), intercompartmental (Q) and linear (CLL) clearance and an additional nonlinear elimination pathway (K m , V max ). Structural parameters were in agreement with immunoglobulin characteristics. In total, interindividual variability on V max , CLL, V 1 and V 2 and interoccasion variability on CLL was 22 -62% CV. A covariate analysis identified weight having an influence on V 1 ( þ 0.44% per kg) and CLL ( þ 0.87% per kg). All parameters were estimated with good precision (RSEo39%). A robust population pharmacokinetic model for matuzumab was developed, including a nonlinear pharmacokinetic process. In addition, relevant and plausible covariates were identified and incorporated into the model. When correlated to efficacy, this model could serve as a tool to guide dose selection for this 'targeted' cancer therapy.