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Antimicrobial Agents and Chemotherapy, December 2001, p. 3607-3609, Vol. 45, No. 12
0066-4804/01/$04.00+0 DOI: 10.1128/AAC.45.12.3607-3609.2001
Copyright © 2001, American Society for Microbiology. All rights reserved.
Pharmacokinetic-Pharmacodynamic Modeling of
Electroencephalogram Effect of Imipenem in Rats with Acute
Renal Failure
Antoine
Dupuis,1,2
Anne
Limosin,1,2
Joël
Paquereau,3
Olivier
Mimoz,4
William
Couet,1,* and
Serge
Bouquet1,2
Laboratoire de
Biopharmacie1 and Laboratoire de
Physiologie3 Faculté de Médecine & Pharmacie, 86005 Poitiers Cedex, Laboratoire de
Pharmacocinétique, CHU la Milétrie, 86021 Poitiers
Cedex,2 and Département
d'Anesthésie et de Réanimation Chirurgicale, CHU la
Milétrie, 86021 Poitiers Cedex,4 France
Received 12 March 2001/Accepted 30 August 2001
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ABSTRACT |
The epileptogenic activity of imipenem was investigated in rats
with experimental renal failure induced by uranyl nitrate injection by
using electroencephalogram (EEG) recording and a pharmacokinetic-pharmacodynamic model including an effect compartment. Results previously obtained with healthy rats were used to estimate the
dose of imipenem required to induce an observable but nonlethal EEG
effect on the assumption that only the pharmacokinetic parameters of
the model would be affected by renal failure. Good agreement was
observed between the predicted and observed effects.
 |
TEXT |
Carbapemen antibiotics, in
particular, the leading compound imipenem, have relatively high
convulsant activity (1-3, 10). This has been investigated
experimentally in small laboratory animals by using
electroencephalogram (EEG) recording (6), more recently
along with pharmacokinetic-pharmacodynamic (PK-PD) modeling
(7). A profound counterclockwise hysteresis was observed between the EEG effect of imipenem and its concentration in serum following intravenous administration and was successfully described by
a PK-PD model including a compartment effect (7). The
robustness of this model was assessed in various experimental settings
but always in healthy rats. Because seizures occur more frequently in
patients with renal insufficiency (10), it was decided to assess the validity of this PK-PD model in rats with experimentally induced renal failure (RF rats).
Except for renal failure induction, the experiment was conducted as
previously described (7). Briefly, this work was done in
accordance with the Principles of Laboratory Animal
Care (National Institutes of Health). Nine male Sprague-Dawley
rats from Depres Breeding Laboratories (St. Doulchard, France), with a
mean body weight of 300 ± 10 g, were housed in the Animal
Breeding Facilities of the laboratory (authorization no. 0028). Rats
received a single intravenous dose (5 mg kg
1) of uranyl
nitrate (Merck) as a 5% saline solution via a tail vein 5 days before
the experiment in order to induce renal failure (9). They
had five cortical EEG electrodes implanted 5 days before the experiment
and two permanent polyethylene catheters implanted in the left femoral
vein for drug administration and in the left femoral artery for blood
sample collection 1 day before imipenem administration
(7). On the day of the experiment, rats were maintained in
plastic cages and the miniature plugs were connected to a moving
connector to record the EEG signal, from 10 min before imipenem
infusion started until the signals returned to baseline values. Tienam
(imipenem monohydrate-sodium cilastatin salt; Merck, Sharp & Dohme
Laboratories) was used to prepare a 15.9 mg ml
1 solution
of imipenem in 0.9% NaCl, which was infused by using a motor-driven
syringe pump (Program 2; Vial Inc.) at a rate of 3 mg of imipenem per
min for 6 min, corresponding to a dose of imipenem equal to 18 mg per
rat. Infusions were started between 9:00 and 12:00 a.m. Arterial blood
samples (300 µl) were collected in dry tubes immediately before
(blank sample) and at 10, 60, 120, 180, 240, and 300 min after the
start of the infusion and handled as previously described
(7). Serum creatinine and urea concentrations were
measured in the blank sample by using a Hitachi 911 instrument
(Hitachi). Imipenem concentrations in serum were determined by
high-performance liquid chromatography (7). The EEG signal
was sampled at 256 Hz and analyzed on line by fast Fourier transform to
determine the total EEG power in the 0.5- to 30-Hz frequency band
(Brain Wave Systems Co., Thornton, Colo.) as previously described
(7). A one-compartment open model with zero order input
(R0) was used to characterize the serum
concentration-versus-time profiles of imipenem during and after
infusion. PK parameters were then fixed, and the PD model was regressed
to the EEG data for each individual rat by using the nonlinear
least-squares program WinNonlin, version 1.1 (SCI Software, Cary,
N.C.). An effect compartment model (11) was applied for
analysis of the PK-PD relationship, leading to an estimate of the rate
constant for elimination of the drug from the effect compartment,
ke0 (7). The profile of
the EEG effect was described by using a spline function derived from
the Hill equation (5): P = P0 + Bn · C
. In this equation, P is the total power (EEG effect) corresponding to
Ce, P0 is the baseline
effect value; Bn is the combined parameter
Emax/EC50n,
and n is a factor determining the steepness of the curve.
The goodness of fit of each model was assessed by visual inspection and
analysis of the residuals and of the coefficient of variation (%) associated with parameter estimates (8).
On the day of the experiment, serum creatinine and urea levels were,
respectively, 43.3 ± 3.8 mg liter
1 and 4.1 ± 0.5 g liter
1, on average, attesting to renal
dysfunction (4, 9). The volume of distribution of imipenem
was virtually unchanged in RF rats, but its clearance was decreased
almost exactly 10-fold compared to that in animals with normal renal
function (7). As a consequence, the imipenem elimination
half-life was increased in proportion. The pharmacokinetic parameters
(mean ± standard deviation) characteristic of imipenem infused
intravenously into RF rats at a dose of 18 mg over 6 min were as
follows: clearance, 1.40 ± 0.33 ml min
1
kg
1; volume of distribution, 198.7 ± 40.2 ml
kg
1; elimination rate constant, 0.0072 ± 0.0024 min
1; half-life, 116.3 ± 38.4 min; maximum
concentration of drug in serum, 303.1 ± 76.5 µg
ml
1. Overall, limited interindividual variability was observed.
It was previously demonstrated that the range of "epileptogenic but
nonlethal" imipenem doses was very narrow in healthy rats and very
sensitive not only to the dose itself but also to the infusion duration
(7). Therefore, the major problem raised by the
present study was to select an appropriate dosing regimen for imipenem
administration to RF rats.
Because of the relatively low drug solubility and large drug dose to be
infused to provide an EEG effect, a large solution volume (5 ml) and a
long duration of infusion (30 min) were necessary for healthy rats
(7). This 30-min infusion duration corresponded to almost
three elimination half-lives, which is different from what is
encountered in clinical practice since imipenem is usually administered
as short infusions. It was therefore decided that imipenem should be
infused into RF rats over a 6- min period, which corresponds to about
5% of its elimination half-life. The dose to be administered was then
selected on the basis of simulations. The 10-fold reduction in imipenem
clearance in RF rats was expected from preliminary studies. As a
starting point, it was hypothesized that renal failure would have an
effect on imipenem PKs but not on its PDs (EEG effect). Accordingly,
simulations were conducted by using the PK-PD model previously
developed to characterize the EEG effect of imipenem in healthy rats
after adjusting PK parameters to account for the renal insufficiency
but keeping PD parameters unchanged. These simulations suggested that
an 18-mg dose infused over a short period of time would produce a
significant but nonlethal effect, whereas a slightly smaller dose (16 mg) would produce an effect reduced by half and a slightly larger dose
(20 mg) would be lethal on most occasions. Preliminary experiments confirmed these predictions (data not shown). Interestingly, due to the
complexity of the PK-PD relationships governing the imipenem EEG
effect, a 10-fold dose reduction according to 10-fold clearance reduction would have completely abolished the EEG effect, illustrating the difficulty of adjusting the imipenem dosing regimen simply on the
basis of a creatinine clearance estimate. The first individual spikes
appeared several minutes postinfusion. Their frequency and amplitude
then increased dramatically, leading to a relatively sudden increase in
the total power, accompanied by behavioral troubles, including tremors
and partial seizures at about 60 min postinfusion, before the signal
came back progressively to the baseline. The temporal delay between the
drug concentration in serum and the EEG effect in RF rats was
adequately described by the effect compartment model as in
healthy rats (Fig. 1; the pharmacodynamic parameters [mean ± standard deviation] characteristic of
imipenem infused intravenously into RF rats at a dose of 18 mg over 6 min were as follows: P0, 0.16 ± 0.03 mV2; zero time intercept for
phase, 0.0066 ± 0.0033 mV2ml µg
1; n,
2.8 ± 1.8; ke0,
0.0259 ± 0.0141 min
1), with comparable
ke0 estimates in the two
populations. As a consequence the
k/ke0 ratios were very different
between healthy and RF rats. Overall, the good agreement between the
observed and simulated EEG effects, under the assumption that PD
parameters were unchanged, suggests (i) that the PK-PD model
successfully used in healthy rats to describe the EEG effect of
imipenem applies to RF rats as well and (ii) that the experimental
failure induced by uranyl nitrate had an effect on imipenem PKs only.

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FIG. 1.
Imipenem concentrations in serum and EEG effect versus
time in a representative rat. The broken line represents the best PK
fit to the measured drug concentrations in serum ( ), with the
following values for PK parameters: volume of distribution; 181.9 ml
kg 1; clearance, 1.54 ml min 1
kg 1. The solid line represents the best fit to the
measured total power ( ) of the EEG signal effect, according to the
effect compartment model, with the following values for PD parameters:
P0, 0.13 mV2; zero intercept for
phase, 0.0050 mV2 ml µg 1
n, 4.4; Ke0, 0.0243 min 1.
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ACKNOWLEDGMENTS |
We are grateful for the excellent technical assistance of Isabelle Martineau.
 |
FOOTNOTES |
*
Corresponding author. Mailing address: Laboratoire de
Biopharmacie, Faculté de Médecine & Pharmacie, 34 rue du
Jardin des Plantes, B.P. 199, 86005 Poitiers Cedex, France. Phone: 33 5 49 45 43 79. Fax: 33 5 49 45 43 78. E-mail:
william.couet{at}univ-poitiers.fr.
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REFERENCES |
| 1.
|
Calandra, G. B.,
K. R Brown,
L. C. Grad,
V. I. Ahonkkai,
C. Wang, and M. A. Aziz.
1985.
Review of adverse experiences and tolerability in the first 2,516 patients treated with imipenem/cilastatin.
Am. J. Med.
78(Suppl. 6A):73-78[CrossRef][Medline].
|
| 2.
|
Calandra, G. B.,
C. Wang,
M. A. Aziz, and K. R. Brown.
1986.
The safety profile of imipenem/cilastatin: worldwide clinical experience based on 3470 patients.
J. Antimicrob. Chemother.
18(Suppl. E):193-202.
|
| 3.
|
Calandra, G. B.,
E. Lydick,
J. Carrigan,
L. Weiss, and H. Guess.
1988.
Factors predisposing to seizures in seriously ill infected patients receiving antibiotics: experience with imipenem/cilastatin.
Am. J. Med.
84:911-918[CrossRef][Medline].
|
| 4.
|
Danhof, M., and G. Levy.
1984.
Kinetics of drug action in disease states. II. Effect of experimental renal dysfunction on phenobarbital concentrations in rats at onset of loss of righting reflex.
J. Pharmacol. Exp. Ther.
230:627-631[Abstract/Free Full Text].
|
| 5.
|
Della Paschoa, O. E.,
J. W. Mandema,
R. A. Voskuyl, and M. Danhof.
1998.
Pharmacokinetic-pharmacodynamic modeling of the anticonvulsant and electroencephalogram effects of phenytoin in rats.
J. Pharmacol. Exp. Ther.
284:460-466[Abstract/Free Full Text].
|
| 6.
|
De Sarro, A.,
C. Imperatore,
P. Mastroeni, and G. De Sarro.
1995.
Comparative convulsant potencies of two carbapenem derivatives in C57 and DBA/2 mice.
J. Pharm. Pharmacol.
47:292-296[Medline].
|
| 7.
|
Dupuis, A.,
W. Couet,
J. Paquereau,
S. Debarre,
A. Portron,
C. Jamois, and S. Bouquet.
2001.
Pharmacokinetic-pharmacodynamic modeling of the electroencephalogram effect of imipenem in healthy rats.
Antimicrob. Agents Chemother.
45:1682-1687[Abstract/Free Full Text].
|
| 8.
|
Gabrielsson, J., and D. Weiner.
1997.
Pharmacokinetic and pharmacodynamic data analysis: concepts and application, 2nd edition
Swedish Pharmaceutical Press, Stockholm, Sweden.
|
| 9.
|
Giacomini, K. M.,
S. M. Roberts, and G. Levy.
1981.
Evaluation of methods for producing renal dysfunction in rats.
J. Pharm. Sci.
70:117-121[CrossRef][Medline].
|
| 10.
|
Schliamser, S. E.,
O. Cars, and S. R. Norrby.
1991.
Neurotoxicity of -lactam antibiotics: predisposing factors and pathogenesis.
J. Antimicrob. Chemother.
27:405-425[Abstract/Free Full Text].
|
| 11.
|
Sheiner, L. B.,
D. R Stanski,
S. Vozeh,
R. D. Miller, and J. Ham.
1979.
Simultaneous modelling of pharmacokinetics and pharmacodynamics: application to d-tubocurarine.
Clin. Pharmacol. Ther.
25:358-371[Medline].
|
Antimicrobial Agents and Chemotherapy, December 2001, p. 3607-3609, Vol. 45, No. 12
0066-4804/01/$04.00+0 DOI: 10.1128/AAC.45.12.3607-3609.2001
Copyright © 2001, American Society for Microbiology. All rights reserved.
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