Mc. Launayiliadis et al., POPULATION PHARMACOKINETICS OF DOCETAXEL DURING PHASE-I STUDIES USINGNONLINEAR MIXED EFFECT MODELING AND NONPARAMETRIC MAXIMUM-LIKELIHOOD-ESTIMATION, Cancer chemotherapy and pharmacology, 37(1-2), 1995, pp. 47-54
Docetaxel, a novel anticancer agent, was given to 26 patients by short
i.v. infusion (1-2h) at various dose levels (70-115 mg/m(2), the maxi
mum tolerated dose) during 2 phase I studies. Two population analyses,
one using NONMEM (nonlinear mixed-effect modeling) and the other usin
g NPML (nonparametric maximum-likelihood), were performed sequentially
to determine the structural model; estimate the mean population param
eters, including clearance (Cl) and interindividual variability; and f
ind influences of demographic covariates on them. Nine covariates were
included in the analyses: age, height, weight, body surface area, sex
, performance status, presence of liver metastasis, dose level, and ty
pe of formulation. A three-compartment model gave the best fit to the
data, and the final NONMEM regression model for Cl was Cl = BSA(theta
1 + theta 2 x AGE), expressing Cl (in liters per hour) directly as a f
unction of body surface area. Only these two covariates were considere
d in the NPML analysis to confirm the results found by NONMEM. Using N
ONMEM [for a patient with mean AGE (52.3 years) and mean BSA (1.68 m(2
))] and NPML, docetaxel Cl was estimated to be 35.61/h (21.21 h(-1)m(-
2)) and 37.2 l/h with interpatient coefficients of variation (CVs) of
17.4% and 24.8%, respectively. The intraindividual CV was estimated at
23.8% by NONMEM; the corresponding variability was fixed in NPML in a
n additive Gaussian variance error model with a 20% CV. Discrepancies
were found in the mean volume at steady state (Vss; 83.21 for NPML ver
sus 1241 for NONMEM) and in terminal half-lives, notably the mean t(1/
2 gamma), which was shorter as determined by NPML (7.89 versus. 12.2 h
), although the interindividual CV was 89.1% and 62.7% for Vss and t(1
/2 gamma), respectively. However, the NPML-estimated probability densi
ty function (pdf) of t(1/2 gamma), was bimodal (5 and 11.4 h), probabl
y due to the imbalance of the data. Both analyses suggest a similar ma
gnitude of mean Cl decrease with small BSA and advanced age.