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Vol. 302, Issue 2, 577-583, August 2002
Section of Pharmacokinetics, Department of Pharmacology, Martin Luther University, Halle, Germany
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Abstract |
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The cardiac pharmacokinetics of digitalis glycosides is not well
understood. In the present study, a mechanism-based
pharmacokinetic/pharmacodynamic model was developed to describe the
uptake kinetics, receptor interaction, and positive inotropic effect of
digoxin in the single-pass isolated perfused rat heart. Three doses of
digoxin (0.1, 0.2, and 0.3 µmol) were administered to the heart
(n = 12) as consecutive 1-min infusions followed by
15-min washout periods. Outflow concentration and left ventricular
developed pressure were measured and analyzed by the model. The uptake
of digoxin by the heart was limited by capillary permeability with a
permeation clearance of 2.35 ml/min/g (about one-third of perfusate
flow). Binding kinetics was determined by a mixture of two receptor
subtypes, a low-affinity/high-capacity binding site
(KD,1 = 20.9 nmol, 89% of total
receptors) and a high-affinity/low-capacity binding site
(KD,2 = 1.5 nmol, 11%). The time
course of inotropic response was linked to receptor occupation, with
higher efficiency of the high-affinity receptor population. The results
suggest that, in the rat heart, consecutive inhibition of first the
2- and then the
1-isoform of
Na+/K+-ATPase mediates the positive inotropic
effect of digoxin with increasing dosage.
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Introduction |
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Cardiac
glycosides are widely used in the treatment of congestive heart failure
because the inhibition of
Na+/K+-ATPase (sodium
pump), which serves as a functional receptor for digitalis, results in
an increase in positive inotropy. Binding of digitalis drugs, such as
digoxin, to the catalytic
-subunit inhibits the sodium pump and
increases intracellular Ca2+ availability for
contractile proteins. The cardiac actions of digitalis glycosides and
the "pump-inhibition hypothesis" have been critically reviewed
(Eisner and Smith 1992
; Levi et al., 1994
). In the rat, consecutive
inhibition of the
2- and the
1-isoforms of
Na+/K+-ATPase with high and
low affinity, respectively, for ouabain, induces positive inotropism
over a wide dose range (Grupp et al., 1985
; Sweadner, 1993
; McDonough
et al., 1995
; Schwartz and Petrashevskaya, 2001
). Despite fundamental
new insights obtained in the last decades at the enzyme and cellular
level by biochemical and electrophysiological studies, however, there
is limited knowledge about the functional role of
Na+/K+-ATPase isoforms in
the intact heart. Although recent evidence suggests that the
2-isoform may have a special function in the regulation of intracellular Ca2+ (Blaustein and
Lederer, 1999
; James et al., 1999
), implying that only this single
isoform mediates the glycoside action, this view is still controversial
(Gao et al.,1995
; Kometiani et al., 2001
; Schwartz and Petrashevskaya,
2001
). To understand the role of uptake kinetics and the contribution
of Na+/K+-ATPase isoforms
to cardiotonic effects of cardiac glycosides, we investigated the
pharmacokinetics and pharmacodynamics of digoxin in the isolated
perfused rat heart. Although findings from an intact, perfused organ
are more likely to reflect processes occurring in vivo than are results
from isolated cells or membrane preparations, to our knowledge, a
kinetic analysis of uptake and receptor binding of cardiac glycosides
with the aim to explain the time course of the positive inotropic
effect in the intact heart has so far not been reported. Specific
questions are: how is the transient kinetics of receptor binding
related to that of the positive inotropic effect? Is functional
receptor heterogeneity detectable in the intact heart? What are the
characteristics of the transcapillary and trans-sarcolemmal transport processes?
A prerequisite to understanding the kinetics and dynamics of cardiac glycosides is a mechanistic and quantitative description of the processes involved. We therefore developed an integrated pharmacokinetic/pharmacodynamic (PK/PD) model of digoxin uptake, receptor binding, and inotropic response in the heart. The model included the barriers represented by the capillary and sarcolemmal membranes. One unique property of drug-receptor interaction is saturability, which implies the nonlinearity of the system. By using both the information provided by the outflow concentration-time profile and the time course of left ventricular pressure following three doses of digoxin in the isolated perfused rat heart, the results of PK/PD analysis support the view that two receptor populations are involved and provide evidence for a permeability-limited, transcapillary exchange process.
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Experimental Procedures |
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Perfused Rat Heart.
Hearts (wet weight, 1.05 ± 0.04 g) from adult male Sprague-Dawley rats (300-350 g;
n = 12) were perfused with a Krebs-Henseleit bicarbonate buffer at 37°C with 60 mm Hg pressure (Weiss and Kang, 2002
). Left ventricular (LV) pressure was monitored by means of a
water-filled latex balloon placed in the left ventricle and connected
to a pressure transducer. The chest was opened, an aortic cannula
filled with perfusate was rapidly inserted into the aorta, and
retrograde perfusion was started with an oxygenated perfusate. The
perfusate consisted of Krebs-Henseleit buffer solution, pH 7.4, containing 118 mM NaCl, 4.7 mM KCl, 2.52 mM
CaCl2, 1.66 mM MgSO4, 24.88 mM NaHCO3, 1.18 mM
KH2PO4, 5.55 mM glucose,
and 2.0 mM sodium pyruvate, including 0.1% bovine serum albumin. A
catheter was inserted into the pulmonary artery and connected to an
autosampler. The balloon was inflated with water to create a diastolic
pressure of 5 to 6 mm Hg. After stabilization, the system was changed
to constant flow condition, maintaining a coronary flow of 8.8 ± 0.3 ml/min. The hearts were beating spontaneously at an average rate of
275 beats/min. Coronary perfusion pressure, left ventricular pressure,
and heart rate were measured continuously. A physiological recording system (Hugo Sachs Elektronik-Harvard Apparatus GmbH, March-Hugstetten, Germany) was used to monitor left ventricular systolic pressure (LVSP), left ventricular end-diastolic pressure (LVEDP), and maximum and minimum values of rate of left ventricular pressure development (dP/dtmax and
dP/dtmin). Left ventricular developed pressure
was calculated as LVDP = LVSP
LVEDP. This investigation
conformed with the Guide for the Care and Use of Laboratory Animals
published by the National Institutes of Health (National Institutes of
Health Publication 85-23, revised 1996). Experiments were approved by
the Animal Protection Body of the state of Sachsen-Anhalt, Germany.
Materials. [3H]Digoxin (17 Ci/mmol) and digoxin were purchased from PerkinElmer Life Sciences (Boston, MA) and Sigma Chemie (Deisenhofen, Germany), respectively. All other chemicals and solvents were of the highest grade available.
Experimental Protocol.
Hearts were allowed to equilibrate
for 20 min with Krebs-Henseleit solution. Digoxin was dissolved in
dimethyl sulfoxide (DMSO) and diluted with the same amount of 70%
ethanol. The mixture was attenuated with 0.45% NaCl solution. The
final concentration of DMSO and ethanol in vehicle was 0.5 and 0.35%,
respectively. Digoxin solution was made by mixing a labeled (5 µCi/ml) compound with an unlabeled (0.32 µmol/ml) one. The final
doses (0.1, 0.2, and 0.3 µmol) were administered as 1-min infusions,
permutating the sequence of doses with an interval of 15 min (six
permutated blocks in 12 hearts). Infusion was performed into the
perfusion tube close to the aortic cannula using an infusion device.
Outflow samples were collected every 5 s for 3 min and every
30 s for the next 7 min (total collection period, 10 min). The
outflow samples were kept frozen at
20°C until analysis. In each
heart, control-matched experiments were performed with the vehicle:
0.3, 0.6, and 0.9 ml of vehicle (19, 38, and 57 µmol of DMSO and 22, 44, and 66 µmol of ethanol) were infused in the same way, and the
cardiac response was measured. For determination of
[3H]digoxin, the outflow sample (50 µl) was
transferred to a vial and 4 ml of cocktail was added. After mixing
vigorously, the radioactivity was measured with a liquid scintillation
counter (PerkinElmer Instruments, Shelton, CT).
PK/PD Model and Data Analysis.
The cardiac distribution
spaces of digoxin, i.e., the vascular, interstitial, and cellular, were
represented by compartments. The model structure is shown in Fig.
1; the corresponding differential equations that describe changes in the amounts of digoxin in the mixing, capillary, interstitial, and cellular compartments as well as
the two compartments representing the two saturable binding sites after
infusion of digoxin (dosing = RATE) at the inflow side of the
heart perfused at flow Q (single-pass mode) are given by
eqs. 1 to 6. As suggested by independent experiments with the vascular
marker Evans blue (data not shown), a lag time
t0 and an additional compartment with
volume V0 (in series with the
capillary compartment) were introduced to account for the delayed drug
appearance and mixing in nonexchanging elements of the system,
respectively. [Initial estimates of the parameters
t0 and
V0 were obtained by fitting the
outflow curve of Evans blue (1-min infusion) to a model consisting of
only one additional compartment representing the vascular space.] The
subscripts are "vas" for the vascular, "is" for the
interstitial, and "cell" for the cellular compartments. Note that
the measured outflow concentration
Cout(t) = Dvas(t)/Vvas is the concentration in the vascular compartment.
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(1) |
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(2) |
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(3) |
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(4) |
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(5) |
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(6) |
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RDi(t)], where
Rtot,i is the unknown amount of
available receptor sites, and RDi
denotes the receptor-digoxin complexes (i.e., amount of bound digoxin).
The rate constants for the dissociation of the bound ligand were
denoted by k
i (in units of 1/min);
KD,i = k
i/ki
and KA,i =
1/KD,i represent the equilibrium
dissociation and affinity constants, respectively, of the two receptor systems.
Integrated PK/PD modeling was performed, linking drug-receptor
interaction with the positive inotropic effect of digoxin, E(t). The latter was defined as the increase in
LVDP with respect to the vehicle response
LVDPveh, i.e., the normalized difference
LVDP = LVDP
LVDPveh:
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(7) |
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(8) |
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(9) |
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(10) |
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Results |
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Outflow Concentration.
The averaged outflow concentration-time
curves after infusion of three doses of digoxin for 1 min are shown in
Fig. 2. The curves reached a plateau
within about 20 s, and the rapid decay upon cessation of infusion
was followed by a slower terminal phase. The recoveries of digoxin in
the outflow perfusate (up to 10 min) were 97.8 ± 2.4, 96.5 ± 4.4, and 96.6 ± 5.7% for doses of 0.1, 0.2, and 0.3 µmol,
respectively.
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Cardiac Performance.
Figure 3
shows the average inotropic response-time profiles as a percentage of
the difference to the vehicle effect corresponding to the outflow
curves (Fig. 2). Treatment with digoxin resulted in an increase in LVDP
at 1 min (i.e., end of infusion) to 9.6 ± 5.1, 16.2 ± 3.6, and 27.0 ± 3.4% of the vehicle level for doses of 0.1, 0.2, and
0.3 µmol, respectively, and recovered within about 10 min. Consistent
with the increase in LVDP, the maximal rate of pressure development
(dP/dtmax) increased to 9.3 ± 6.2, 15.4 ± 4.2, and 26.2 ± 4.2% of the vehicle level,
respectively. These inotropic effects of digoxin were significant at
the p < 0.05 level by one-way repeated measurement
analyses of variance. The decrease in heart rate (
1.7 ± 0.3,
3.5 ± 2.0, and
4.2 ± 1.9%) was not significant,
whereas coronary vascular resistance significantly increased with
maximum values of 11.2 ± 4.1, 23.8 ± 4.2, and 44.0 ± 7.6% of the vehicle level, respectively, at the end of infusion. There
was no change in left ventricular end-diastolic pressure. The
corresponding response to vehicle infusion was as follows: LVDP and
coronary vascular resistance were increased by 9.2 ± 3.7, 10.5 ± 4.3, and 15.7 ± 3.5%, and 9.2 ± 3.4, 13.2 ± 7.3, and 18.3 ± 5.6% at the end of infusion of 0.3, 0.6, and 0.9 ml of vehicle [mixture of DMSO (63.3 µmol/ml) and
ethanol (73.3 µmol/ml)], respectively.
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PK/PD Analysis.
Figure 4 shows a
representative set of outflow and response data (three consecutive
doses in one heart) together with the lines obtained by a simultaneous
model fit. It is apparent that the PK/PD model perfectly fitted the
data; the PD predictions are concordant with the observed time course
of positive inotropy. The model was conditional identifiable,
and parameter estimates (mean ± S.D.; n = 12),
obtained with ADAPT II, are reported in Table
1 together with the precision of
the estimates. Cardiac kinetics of digoxin was characterized by
transport across the capillary barrier and specific binding to two
distinct extracellular sites, R1 and
R2. Cellular uptake of digoxin was not
detectable under the present experimental conditions.
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1 = 1.80 ± 0.38 min, as well as binding to a high-affinity receptor with low capacity (R2:KD,2 = 1.5 ± 0.6 nmol) and a "fast" dissociation process (time constant, 1/k
2 = 0.10 ± 0.07 min). The time course of inotropic action of digoxin (
LVDP) was
successfully described as the weighted sum of drug-receptor complexes
RD1 and
RD2 (eq. 8), whereby the parameters
e1 and
e2 can be regarded as the respective
effects per unit of digoxin-receptor complex. The high-affinity
receptor R2 is characterized by a
higher (~2-fold greater) sensitivity of the stimulus-response
mechanism, e2 (p < 0.05). Based on the predicted digoxin receptor occupancy,
RD1 and
RD2, at the end of infusion, Fig.
5 illustrates that the positive inotropy
is predominantly mediated by the high-affinity pumps
(R2); whereas their effect decreases
with increasing dose, the contribution of the low-affinity pumps
(R1) increases. To test whether the response could be solely mediated by high-affinity receptor binding (R2), we refitted the data, assuming
that binding to R1 would not
contribute to E(t) (i.e.,
e1 = 0 in eq. 8). The shape of the best fitted curve in Fig. 6 clearly
demonstrates that the model then fails to describe the high-dose (0.3 µmol) response. A significant reduction of the generalized
information criterion for the maximum a posteriori estimator
(D'Argenio and Schumitzky, 1997
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Discussion |
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To quantify the PK and PD of digoxin in the present work, a
mathematical model of transcapillary exchange, receptor interaction, and effectuation of digoxin in the intact rat heart was built. Although
it was necessary to postulate two sarcolemmal binding sites to explain
the PK data, the identification of the ratio of high- to low-affinity
binding sites was only possible by simultaneous fitting of both PK and
PD data. Note that in contrast to conventional PK/PD modeling, in which
drug-receptor interaction does not influence PK (i.e., mass balance)
(Breimer and Danhof, 1997
; Mager and Jusko, 2001
), specific binding was
an important determinant of digoxin distribution kinetics in the rat
heart. To obtain reliable parameter estimates, we utilized a priori
information on digoxin receptor binding determined in vitro (Noel and
Godfraind, 1984
). Incorporating the ratios of binding parameters,
KA,2/KA,1
and
Rtot,1/Rtot,2, the results of Bayesian modeling were satisfactory both in terms of the
capability of the model to describe the data (Fig. 1) and in terms of
parameter estimation (Table 1). Only the rate constants of
high-affinity binding (k2 and
k
2) are poorly estimated (CV
>50%). (Note that a formal proof of identifiability is a complicated
mathematical undertaking, especially for nonlinear models, which was in
our opinion beyond the scope of this paper.)
Although multiple studies have characterized the expression of
Na+/K+-ATPase isoforms
(
1,
2, and
3) in the heart of various species (Blanco and
Mercer, 1998
; James et al., 1999
; Lelievre et al., 2001
), their
functional role in mediating the effect of digitalis drugs on cardiac
contractility is still controversial (James et al., 1999
; Kometiani et
al., 2001
; Schwartz and Petrashevskaya, 2001
). The results of this
study suggest that the kinetics and inotropic response of digoxin in
the normal rat heart are mediated by a mixture of two receptor
subtypes, a low-affinity/high-capacity binding site
(R1) and a high-affinity/low-capacity
binding site (R2), which account for
89.4 ± 0.4 and 10.6 ± 0.4% of the total number of
receptors (Rtot,1 + Rtot,2), respectively. The fact that
the myocardium of the adult rat heart contains two sodium pump subunits
exhibiting low (
1) and high
(
2) affinity for glycosides, whereby
2 comprises only 10 to 25% of the sodium
pumps (Lucchesi and Sweadner, 1991
; Askew et al., 1994
), indicates that
R1 and R2 are identical to the
1- and
2-isozymes,
respectively. The low percentage of functionally active, high-affinity
binding sites (11%) and the ratio of affinity constants
(KA,2/KA,1 = 13.7) are not much different from the values of 13 and 18% found for
ouabain binding in microsomes from normal rat heart (Vér et al.,
1997
). Although our results are in accordance with the general view
that the positive inotropic action of cardiac glycosides is primarily
mediated by inhibition of the
2-isoform
(McDonough et al., 1995
), the PK and PD data could not be explained
without the assumption of a low-affinity/high-capacity receptor
(
1). For the maximum effect at the end of
infusion, the dominating role of the
2-isoform
(R2) decreases with increasing dosage, whereas the contribution of the low-affinity system
(
1) increases (Fig. 5). If the parameters
e1 and
e2 in eq. 8 are interpreted as effects
per unit of digoxin-receptor complex, this effect-related sensitivity
is significantly higher for the high-affinity receptor population
(R2). Our PD model (eq. 8) is
analogous to the weighted sum of low- and high-affinity-mediated
effects used by Gao et al. (1995)
to describe
Na+/K+-pump currents in
cardiac ventricular myocytes. Interestingly, in these experiments, the
onset of receptor blockade was also much more rapid than the offset.
Thus, in agreement with the latter results and the recent discussion
(Kometiani et al., 2001
; Schwartz and Petrashevskaya, 2001
), our
findings do not support the hypothesis (James et al., 1999
) that only
the inhibition of the
2-isoform by cardiac
glycosides would induce the positive inotropic effect. In view of the
underlying discussion regarding the dose dependence of the specific
role of these two isoforms (Schwartz and Petrashevskaya, 2001
), we
further tested the performance of an alternative model in which only
one receptor, R2, mediates the
positive inotropic effect (R1 remains
part of the PK model). As shown in Fig. 6, such a model fails to
describe the high-dose PD data (0.3 µmol), suggesting that the
low-affinity/high-capacity isoform (
1)
significantly contributes to the effect at higher dose levels
(p < 0.05).
In view of the fact that we have obtained only indirect information on
digoxin binding processes, the term "receptor" as used here is
mainly based on the ability of the model to predict the time course of
the inotropic effect. The proportionality between effect and receptor
occupation (eq. 8) suggests that the time dependence of signal
transduction (Mager and Jusko, 2001
) was negligible. Finally, it is
important to note that our model explains the PD of digoxin without
postulating a cellular mechanism of action (Sagawa et al., 2002
).
Although such an effect cannot be excluded, a significant contribution
appears unlikely in view of the negligible cellular digoxin uptake
during the 1-min infusion period. It should be noted that the positive
inotropic and vasoconstrictive effects of the vehicle are probably
produced by DMSO (Shlafer et al., 1974
), since ethanol does not
influence cardiac function in this dose range (Kojima et al., 1993
).
The new information provided by this study about cardiac uptake
kinetics of digoxin is also of importance for a critical appraisal of
the pharmacodynamic results discussed above. The myocardial uptake was
barrier-limited due to the relatively low transcapillary permeation
clearance of digoxin (compared with perfusate flow). If entry into the
heart is by passive diffusion through interendothelial clefts, one
would expect a CLvi value ~0.7-fold
less than that for sucrose (the square root of the ratio of molecular
weights of sucrose and digoxin, 0.7, accounts for the different
diffusion coefficients). Although our estimate appears concordant with
a value of 5.1 ml/min measured for sucrose in rats (Caldwell et al.,
1998
), a bias due to model misspecification (compartment approximation
versus distributed model) has to be taken into account. However, the
digoxin-to-sucrose ratio of capillary permeation clearances should be
less biased when the clearances are estimated with the same model
(i.e., assuming a well mixed vascular compartment). Applying a reduced
model consisting only of a vascular and interstitial compartment to
sucrose impulse data (bolus injection), a value of 2.90 ± 0.37 ml/min (n = 5) was obtained (W. Kang and M. Weiss, unpublished results). This suggests that transcapillary exchange of digoxin is primarily via diffusion through gaps between the endothelial cells. A steady-state ratio of interstitial-to-vascular concentration of 0.53 is predicted by eq. 10, assuming a volume ratio,
Vvas
/Vis, of 0.38 (Dobson and Cieslar,
1997
). This concentration gradient has to be taken into account when
comparing in vitro results with those obtained in the intact heart. No
quantitative information could be extracted from the data on the
trans-sarcolemmal transport process of digoxin. The nearly complete
recovery of injected dose and the sensitivity analysis indicate that
the cellular accumulation of digoxin in the 1-min infusion experiment
was too small to be detectable with our method. Note that such a low
uptake rate appears consistent with receptor-mediated endocytosis as a
possible uptake mechanism (Núnez-Durán et al., 1988
; Eisner and Smith, 1992
).
The PK/PD model was selected according to the principle of parsimony as a minimal mechanistic model (Fig. 1), which is in accordance with the information content of the outflow and effect data. The mathematical model, although greatly simplified as a description of a complex process, offers a means to pose hypotheses concerning cardiac PK and PD of digoxin. Although a satisfactory fit to the experimental data is not proof of its correctness, the predictive power of the model is encouraging in view of the ability to accurately predict the time course of inotropic response from receptor occupancy and the principal consistency with previous results on receptor binding obtained in vitro. We suggest that theoretical models of this kind are valuable tools to bridge the gap between studies at the molecular level and the functioning of organ systems. Nevertheless, one must be cautious in its interpretation and extrapolation. The assumption of homogeneous compartments is a limitation of the model (e.g., it does not account for flow heterogeneities). However, the integration of a pharmacological effect excludes the use of a spatially distributed model.
In summary, the present PK/PD modeling approach provides information about the mechanism of drug action, which is unavailable from equilibrium studies. This methodology for the nondestructive measurement of membrane transport and receptor binding kinetics in intact hearts provides, for the first time, an integrated description of cardiac kinetics and dynamics of digitalis drugs. It is possible that a model such as this may resolve some of the controversy regarding the functional role of Na+/K+-ATPase isoforms. Passive transcapillary uptake followed by binding to two distinct sarcolemmal receptor populations determines cardiac kinetics and, in accordance with the pump inhibition hypothesis, also the inotropic effect of digoxin.
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Footnotes |
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Accepted for publication April 19, 2002.
Received for publication December 28, 2001.
This work was partially supported by Deutsche Forschungsgemeinschaft (GRK 134/1-96).
Address correspondence to: Dr. Michael Weiss, Section of Pharmacokinetics, Department of Pharmacology, Martin Luther University Halle-Wittenberg, 06097 Halle, Germany. E-mail: michael.weiss{at}medizin.uni-halle.de
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Abbreviations |
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, PK, pharmacokinetic(s); PD, pharmacodynamic(s); LV, left ventricular; LVDP, LV developed pressure, DMSO, dimethyl sulfoxide.
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References |
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Structure Mechanism, Hormonal Control and Its Role in Disease (Bamber E andSchoner W eds) pp 718-721,
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