The population kinetics of tobramycin were studied in 140 neonates (100/40
patients for the index/validation groups, respectively) of 30 to 42 weeks'
gestational age and 0.8 to 4.25 kg current body weight in their first 2 wee
ks of life, undergoing routine therapeutic drug monitoring of their tobramy
cin serum levels. The 365 tobramycin concentration measurements obtained we
re analyzed by use of NONMEM according to a one-compartment open model with
zero-order absorption and first-order elimination. The effect of a variety
of demographic, developmental, and clinical factors (gender, height, birth
weight, current weight, gestational age, postnatal age, postconceptional a
ge, and serum creatinine concentration) on clearance and volume of distribu
tion was investigated. Forward selection and backward elimination regressio
n identified significant covariates. The final pharmacostatistical model wi
th influential covariates was as follows (full population): clearance (L/h)
= 0.0508 x current weight (kg), multiplied by 0.843 if birth weight was 2.
5 kg or less (low-birthweight infants), and volume of distribution (L) = 0.
533 x current weight (kg). Using the proportional error model for the rando
m-effects parameters, interindividual variability for clearance and for vol
ume of distribution was determined to be 25.8% and 21.9%, respectively, and
the residual variability was 19.2%. In this study, the use of the NONMEM g
ave significant and consistent information on the pharmacokinetics and the
determinants of the pharmacokinetic variability of tobramycin in neonates w
hen compared with available bibliographic information. Moreover, the final
population pharmacokinetic model may be used to design a priori recommendat
ions for tobramycin and to improve the dosing readjustments through Bayesia
n estimation.