B. Peng et al., COMPARISON OF METHODS FOR THE ESTIMATION OF CARBOPLATIN PHARMACOKINETICS IN PEDIATRIC CANCER-PATIENTS, European journal of cancer, 31A(11), 1995, pp. 1804-1810
The antitumour and toxic effects of platinum drugs, in particular carb
oplatin, have been related to their plasma concentration and this has
led to the concept of a target area under the plasma concentration-tim
e curve (AUG) for carboplatin dosing, A formula based on renal functio
n has been successfully applied to carboplatin dosing in adults and mo
dified versions have also been proposed for paediatric patients. In or
der to monitor carboplatin AUC with maximum efficiency and minimum pat
ient inconvenience, limited sampling strategies are desirable. A popul
ation method with Bayesian estimation is described, based on one or tw
o samples taken following a dose of carboplatin. Population data were
obtained from 22 paediatric patients treated with 200-1000 mg/m(2) car
boplatin as a 60-90 min infusion. Ultrafilterable carboplatin was dete
rmined by atomic absorption spectrophotometry. A two compartment model
was fitted to each data set using the Maximum Likelihood estimator of
the ADAPT programme. These parameter estimates provided the prior mea
ns and covariance matrix for the Bayesian estimator using a lognormal
distribution. The test data sets consisted of ultrafilterable carbopla
tin concentrations in 23 patients (aged 1 month-18 years) who received
similar treatment. The two compartment model was fitted to data sets
containing one or two points, using the Bayesian maximum a posteriori
(MAP) estimator and an error model derived from the population error m
odel parameters. Results from the Bayesian analysis and other methods
for the estimation of AUG, including relating clearance to surface are
a or to renal function, were evaluated by comparing the AUC estimate w
ith the AUC determined by model-independent analysis. Overall, the opt
imal sampling strategy performed better than estimates based on renal
function, which had a median bias of 5% and precision of 22%. With one
data point at 60 min postinfusion, the median bias and precision were
3 and 6%, respectively. Addition of a second data point at 30 min dur
ing the infusion improved the estimate slightly (median bias -2%, prec
ision 3%). Bayesian estimation produced more reliable estimates of AUC
compared to values based on renal function, which in turn was slightl
y better than using surface area. A technique, developed in adult pati
ents, for estimating AUC from a measurement of 24 h total plasma plati
num was comparable to estimates based on renal function, but was less
reliable. The estimation of carboplatin AUC can be performed using onl
y one or two plasma samples and Bayesian analysis. This approach is le
ss biased and more precise than methods based on surface area, renal f
unction or total platinum at 24 h postdose, but is probably best used
in combination with dosing based on renal function.