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Antimicrobial Agents and Chemotherapy, September 1998, p. 2188-2192, Vol. 42, No. 9
The Anti-Infective Research
Laboratory,
Received 16 January 1998/Returned for modification 26 April
1998/Accepted 12 June 1998
Quinupristin-dalfopristin (Q-D) is a new water-soluble,
semisynthetic antibiotic that is derived from natural streptogramins and that is combined in a 30:70 ratio. A number of studies have described the pharmacodynamic properties of this drug, but most have
investigated only staphylococci or streptococci. We evaluated the
relationship between Q-D, quinupristin (Q), and/or dalfopristin (D)
susceptibility parameters and antibacterial activities against 22 clinical isolates of vancomycin-resistant Enterococcus
faecium (VREF) by using the concentration-time-kill-curve method
and by measuring postantibiotic effects. Q-D, Q, and D MICs and minimum bactericidal concentrations (MBCs) ranged from 0.125 to 1 and 0.25 to
64, 8 to 512 and >512, and 2 to 8 and 8 to 512 µg/ml, respectively.
There were no significant relationships between susceptibilities to the
individual components and the susceptibilities to the Q-D combination
product. In the time-kill-curves studies, Q-D at a concentration of 6 µg/ml was at least bacteriostatic against all VREF tested. There was
increased activity against more susceptible isolates when the isolates
were grouped either by Q-D MBCs or by Q MICs. By multivariate
regression analyses, the percent change in the inoculum from that at
the baseline was significantly correlated with the Q MIC
(R = 0.74; P = 0.008) and the Q-D
concentration-to-MBC ratio (R = 0.58;
P = 0.02) and was inversely correlated with the Q-D
MBC-to-MIC ratio (R = 0.68; P = 0.003). A strong correlation existed between the killing rate and the
Q-D concentration-to-MBC ratio (R = 0.99;
P < 0.0001). Time to 99.9% killing was best
correlated with the Q-D MBC (R = 0.96;
P < 0.0001). The postantibiotic effect ranged from
0.2 to 3.2 h and was highly correlated with the Q-D
concentration-to-MBC ratio (R = 0.96;
P < 0.0001) and was less highly correlated with the Q
MIC (R = 0.42; P = 0.04). Further
study of these relationships with in vitro or in vivo infection
models that simulate Q-D pharmacokinetics should further define the
utility of these pharmacodynamic parameters in the prediction of Q-D
activity for the treatment of VREF infections in humans.
The prevalence of infections due to
enterococci has increased dramatically in the past decade. The latest
National Nosocomial Infection Study reported that enterococci were the
second most common organisms recovered from cultures and that the
prevalence of vancomycin-resistant Enterococcus faecium
(VREF) infection increased from 0.3% in 1989 to 7.9% in 1993 (13). The trend observed at our medical center has mirrored
the data from the Centers for Disease Control and Prevention, but with
a more dramatic rise; VREF isolates were first documented at the
Detroit Medical Center in 1991 and now account for approximately 40%
of enterococcal isolates. Because VREF is also commonly resistant to
all other currently available antibiotics, alternative agents are being aggressively pursued.
Quinupristin-dalfopristin (Q-D; RP 59500; Synercid) is a new
water-soluble, semisynthetic antibiotic that is synthesized from natural streptogramin antibiotics and that is combined in a 30:70 ratio. Quinupristin (RP 57669) is derived from pristinamycin IA and is
a group B streptogramin (belonging to the macrolide, lincosamide, and
group B streptogramin [MLSB] antibiotic family).
Dalfopristin (RP 54469) is derived from pristinamycin IIA and is a
group A streptogramin (4, 14). The compounds act
synergistically via inhibition of the early and late stages of protein
synthesis (16) and display either bacteriostatic or
bactericidal activity against enterococci (including VREF), with less
intrinsic activity against Enterococcus faecalis than
E. faecium (10, 17, 25, 33, 35, 37). Q-D is
currently available under a compassionate-use protocol for the
treatment of VREF infections; preliminary results indicate that 65.4%
of bacteriologically evaluable patients achieved either cure or
improvement of their infection (29, 34).
Study of the pharmacodynamic parameters of antimicrobial agents has
allowed the optimization of therapy for serious infections (19). Analysis of such parameters as the effects of
concentration and exposure time on killing, the area under the
concentration-time curve (AUC) relative to the MIC or
the minimal bactericidal concentration (MBC) (AUC/MIC or AUC/MBC
ratios), and the postantibiotic effect (PAE) has aided
in the development of once-daily aminoglycoside regimens that take
advantage of the concentration-dependent killing and the long PAEs of
these drugs, as well as continuous-infusion regimens for A number of investigations have described the pharmacodynamic
properties of Q-D, but most have concentrated on staphylococci. In
particular, many studies have evaluated the effects of constitutive MLSB resistance (conferring resistance to the quinupristin
component) on Q-D killing activity. Boswell and colleagues
(9) reported that a Staphylococcus aureus strain
for which the Q-D MBC was increased displayed phenotypic tolerance and
that in time-kill curve studies Q-D killing activity was decreased
compared to that for a strain for which the Q-D MBC was not increased.
In a separate investigation (8), those investigators
reported minimal and nonsignificant trends toward shorter PAEs for
S. aureus strains for which MBCs were increased. Fantin et
al. (23) reported that Q-D was bactericidal against only
54% of S. aureus strains with constitutive MLSB
resistance, whereas it was bactericidal against 100% of
MLSB-susceptible strains in in vitro time-kill curve
studies. Additionally, Q-D (with a targeted combined peak concentration in serum of 6 µg/ml) was significantly more active against
MLSB-susceptible S. aureus than against
constitutive MLSB-resistant S. aureus in a
rabbit endocarditis model. In that study, the AUC for Q-D divided by
the MIC of quinupristin was the only significant correlate with in vivo
activity. Entenza et al. (21) also showed that Q-D had
significantly less activity against constitutive
MLSB-resistant S. aureus in an in vivo rat model
of endocarditis and reported that killing activity could be improved by
increasing the exposure time of the dalfopristin component.
Because few data that substantiate the relationships mentioned above
exist for enterococci, we chose to investigate the activity of Q-D
against strains of VREF with different Q-D susceptibility profiles. Our
objectives were to develop in vitro correlations between Q-D,
Quinupristin, and/or dalfopristin susceptibility parameters
and antibacterial activity as measured by reductions in inocula, rates
of killing, and time to 99.9% killing in time-kill curves studies and
by in vitro PAE assessment.
Bacterial strains.
Twenty-two clinical isolates of VREF
obtained from either blood, wound, or intra-abdominal specimens were
used in all susceptibility tests and in the time-kill curve
experiments. VREF isolates for which Q-D MBCs ranged from 0.25 to 64 µg/ml were used to determine Q-D PAEs. All VREF isolates were
obtained from either the Detroit Receiving Hospital (Detroit, Mich.) or
the William Beaumont Hospital (Royal Oak, Mich.).
Antimicrobial agents.
Analytical-grade Q-D (lots CB063235
and 9609410), quinupristin (lot P94122V), and dalfopristin (lot P95094)
powders were obtained from Rhone-Poulenc Rorer (Collegeville, Pa., and
Cedex, France).
Media.
Mueller-Hinton broth (Difco, Detroit, Mich.)
supplemented with calcium (25 mg/liter) and magnesium (12.5 mg/liter)
(SMHB) was used for all microdilution susceptibility tests, time-kill curve experiments, and PAE determinations. Tryptic soy agar (TSA; Difco) plates were used for the plating of experimental samples to
determine bacterial densities.
Susceptibility testing.
The microdilution MICs and MBCs of
each drug were determined with a standard inoculum of 5 × 105 CFU/ml according to the guidelines of the National
Committee for Clinical Laboratory Standards (30). The MICs
and MBCs were determined in quadruplicate on at least 2 different days,
and modal MICs and MBCs were used.
Time-kill curve experiments.
All time-kill curve experiments
were performed in duplicate with a starting inoculum of 106
CFU/ml. Two to three colonies from an overnight growth of VREF on TSA
plates were added to normal saline and were adjusted as necessary to
produce a 0.5 McFarland suspension of organisms. This suspension was
diluted 1:10 with SMHB, and 0.8 ml was added to 7.2 ml of SMHB to
provide the desired starting inoculum. On the basis of the results of
previous studies (22), Q-D was added to provide a
concentration of 6 µg/ml; this concentration also approximates the
lower range of peak concentrations of Q-D in serum obtained in humans
(7). As an additional assessment of the effect of
concentration on Q-D killing activity, we also evaluated the effects of
multiples of the MIC from 1/2 to 48 times the MIC for three VREF
isolates for which Q-D MBCs were 0.25, 4, and 64 µg/ml, respectively.
Samples (100 µl) were taken at 0 (inoculum control), 2, 4, 8, and
24 h, serially diluted with cold normal saline, and plated in
triplicate on TSA plates for determination of the numbers of CFU per
milliliter. For situations in which use of the first dilution was
necessary for bacterial enumeration, samples were placed on a
0.45-µm-pore-size polysulfone filter (Gelman Sciences, Ann Arbor,
Mich.) and washed with cold normal saline, and the filter was then
applied aseptically to a TSA plate to minimize the potential effects of
antibiotic carryover. Using these methods, we have previously
determined our reliable limits of detection to be 100 CFU/ml
(32).
PAE.
The PAE was determined by methods described by Craig
and Gudmundsson (20). The organisms were grown overnight in
10 ml of SMHB to achieve a concentration of ~108 to
109 CFU/ml. The overnight growth was diluted 1:100 with
prewarmed SMHB and was incubated for 3 h to allow growth of ~1
log10 CFU/ml and also to achieve the exponential growth
phase. One milliliter of this suspension was added to 9 ml of prewarmed
SMHB, and Q-D was added to provide a concentration of four times the
MIC. Test tubes were sampled just prior to and 1 h after
antibiotic addition. After 1 h of exposure to Q-D, the samples
were diluted 1:1,000 with prewarmed SMHB to allow for effective removal
of Q-D. This 1/400 times the MIC of Q-D did not have any effect on
bacterial growth, as determined in preliminary growth experiments.
Samples were taken immediately after this dilution and every hour
thereafter for up to 7 h. The PAE was calculated by the following
equation: PAE = T Statistical analyses.
The change in inoculum over 24 h
(expressed as the change in the log10 numbers of CFU per
milliliter or as a percent reduction in the inoculum from that at the
baseline), the time to 99.9% killing, and the rate of killing were
determined from the plots of the log10 numbers of CFU per
milliliter versus time. The time to achieve 99.9% killing was
determined either by linear regression (if was R Susceptibility testing.
A summary of the susceptibility
profiles for the 22 isolates of VREF is shown in Table
1. The Q-D, quinupristin, and
dalfopristin MICs and MBCs ranged from 0.125 to 1 and 0.25 to 64, 8 to
512 and >512, and 2 to 8 and 8 to 512 µg/ml, respectively. For all isolates Q-D MICs were below the expected peak concentrations of Q-D in
serum and were under the currently proposed susceptibility breakpoint
of 4 µg/ml (5, 34). However, for only 9 of the 22 isolates
(41%) were Q-D MBCs less than or equal to the expected peak serum Q-D
concentration of 8 to 10 µg/ml (7). There were no
significant correlations between the MICs and MBCs of the individual components and the MICs and MBCs of Q-D.
Time-kill curves.
Figures 1 and
2 summarize the time-kill curve profiles
for the various VREF isolates grouped either by Q-D MBC or by
quinupristin MIC. Significant differences were observed between the
log10 CFU per milliliter counts at 24 h for all
killing curves versus those for the growth controls. Clear visual
differences in killing profiles were observed when the results were
grouped either by the Q-D MBC or by the quinupristin MIC. Both figures
show that activity against VREF appeared to be inversely correlated
with the susceptibility parameter evaluated, but the killing curves
grouped by quinupristin MIC had much more variability, as evidenced by
the larger standard deviations compared with those for the groupings by
Q-D MBC. There were significant differences in the killing curve rates
between organisms which had Q-D MBCs of 0.25, 0.5, 2, and 4 µg/ml and those with Q-D MBCs of
0066-4804/98/$04.00+0
Copyright © 1998, American Society for Microbiology. All rights reserved.
Pharmacodynamic Analysis of the Activity of
Quinupristin-Dalfopristin against Vancomycin-Resistant
Enterococcus faecium with Differing MBCs via Time-Kill-Curve
and Postantibiotic Effect Methods
![]()
ABSTRACT
Top
Abstract
Introduction
Materials & Methods
Results
Discussion
References
![]()
INTRODUCTION
Top
Abstract
Introduction
Materials & Methods
Results
Discussion
References
-lactams
and vancomycin that optimize the time above the MICs of these agents
(6, 26). Tolerance is another pharmacodynamic phenomenon in
which the MBC for the organism is markedly elevated relative to the MIC
(ratio,
32). This tolerance is often associated with dramatically
decreased bactericidal activity and, in the case of
-lactam
antibiotics, has been hypothesized to be related to deficiencies in
autolysin production by the microorganisms (1).
![]()
MATERIALS AND METHODS
Top
Abstract
Introduction
Materials & Methods
Results
Discussion
References
C, where T was the
time to achieve 1-log10 CFU/ml growth for the
antibiotic-exposed sample and C was the time to achieve 1-log10 CFU/ml growth for the untreated control sample. For
all PAE experiments, T and C were determined
either by linear regression (if R was
0.95) or by visual
inspection of the regrowth curve. Each PAE experiment was performed in
duplicate to ensure reproducibility.
0.95) or
by visual inspection. The rate of killing was defined as the slope of
the killing curve from the start of the experiment to the time of
maximal reduction in the log10 numbers of CFU per
milliliter. The change in inoculum at 24 h and the killing rates
were compared between groups by analysis of variance with Tukey's test
for multiple comparisons. The relationships between the Q-D,
quinupristin, and dalfopristin susceptibility profiles, pharmacodynamic
parameters such as the concentration of Q-D
(CQ-D)/MIC, CQ-D/MBC, and
MIC/MBC ratios and experimental outcomes were evaluated by using
stepwise multivariate linear regression analysis. For all comparisons,
a P value of
0.05 indicated statistical significance. All
statistical analyses were performed with SPSS Statistical Software
(release 6.1.3; SPSS, Inc., Chicago, Ill.).
![]()
RESULTS
Top
Abstract
Introduction
Materials & Methods
Results
Discussion
References
TABLE 1.
Susceptibility profiles for the 22 strains of VREF,
arranged in increasing order of Q-D MBC
8 µg/ml (P < 0.05). No
noticeable trends in killing curve profiles were noted when the results
were grouped by dalfopristin MIC or MBC (graphs not shown). Q-D
appeared to have concentration-dependent activity against VREF 580 and
VREF 579 (Q-D MICs and MBCs, 0.125 and 0.25 µg/ml and 0.5 and 4 µg/ml, colony counts at 24 h were 2.5 and 2.0 log10
CFU/ml lower at 12 and 2 times the MIC, respectively. In contrast,
colony counts at 24 h were only 1 log10 CFU/ml lower
at 12 and 2 times the MIC, respectively. In contrast, colony counts at
24 h were only 1 log10 CFU/ml lower for 12 times the
MIC than for 2 times the MIC for VREF 595 (Q-D MIC and MBC, 0.5 and 64 µg/ml, respectively).

View larger version (21K):
[in a new window]
FIG. 1.
Time-kill curves for VREF grouped by Q-D MBCs. GC,
growth control.

View larger version (18K):
[in a new window]
FIG. 2.
Time-kill curves for VREF grouped by quinupristin
MICs. GC, growth control.
4 µg/ml and ranged from 3.5 h for VREF 580 (Q-D
MBC, 0.25 µg/ml) to 22.8 h for VREF 576 (Q-D MBC, 4 µg/ml). The rates of killing ranged from
1.4 to
0.03 log10
CFU/ml/h.
PAEs. Results from the PAE experiments are presented in Table 2. The PAEs ranged from 0.2 to 3.2 h, with statistically significant differences in PAEs observed over the range of Q-D MBCs tested.
|
Evaluation of parameters predictive of activity against VREF. By multivariate linear regression analysis, the percent change in the inoculum over 24 h was significantly correlated with the Q-D concentration-to-MBC ratio (R = 0.58; P = 0.02) and was inversely correlated with the quinupristin MIC (R = 0.74; P = 0.008) and the Q-D MBC/MIC ratio (R = 0.68; P = 0.003).
A strong correlation existed between the rates of killing of VREF by Q-D and the Q-D concentration-to-MBC ratio (R = 0.99; P < 0.0001). For time to 99.9% killing, a significant correlation of activity existed only with the Q-D MBC (R = 0.96; P < 0.0001). There were significant correlations of shorter PAEs with lower Q-D concentration-to-MBC ratios (R = 0.96; P < 0.0001) and higher quinupristin MICs (R = 0.42; P = 0.04).| |
DISCUSSION |
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The determination of pharmacodynamic properties has become an integral part of the assessment of new antimicrobial agents, and the analysis of older antimicrobial agents has helped to modify previously standardized doses to optimize killing effects on bacteria (6, 19, 26). Since the pharmacodynamics of Q-D against VREF have been incompletely studied and because of the ongoing use of Q-D on a compassionate-use basis for VREF infections, we felt that it was important to better characterize the impact of different Q-D susceptibility profiles first on its in vitro activity.
We found a relatively narrow range of Q-D MICs (0.125 to 1 µg/ml) and
a very wide range of Q-D MBCs (0.25 to 64 µg/ml) for our 22 clinical
isolates of VREF. For all of our isolates Q-D MICs were at or below the
currently proposed sensitivity breakpoint guideline of
1.0 µg/ml
(5, 36), but for the majority of strains (59%) Q-D MBCs
were
8 µg/ml, which are near the expected peak concentrations in
serum obtained from the currently used dose of 7.5 mg/kg of body weight
(7). Because Q-D is rapidly eliminated (half-lives of
approximately 1 and 0.5 h for quinupristin and dalfopristin,
respectively), bactericidal concentrations against VREF would not be
likely for significant lengths of time if the current 8- to 12-h dosing
intervals were used. Our results were similar to those reported for 20 strains of enterococci, the species of which were not determined
(17), and for 92 strains of vancomycin-sensitive E. faecium (VSEF) and 14 strains of VREF, in which Q-D
MBCs were
1 µg/ml for 81% of VSEF isolates and Q-D MBCs were >64
µg/ml 57% of VREF isolates (37). As well, our results
parallel those for strains of S. aureus with different
MLSB resistance phenotypes, for which Q-D MICs remain
relatively constant but for which variations in Q-D MBCs are greater
(11, 27, 28, 37). We found a noticeable but nonsignificant
trend toward lower Q-D MICs and MBCs for VREF isolates for which
quinupristin MICs were lower. Since the vast majority of the isolates
were MLSB resistant, this probably affected our inability
to achieve statistically significant correlations.
The results from our killing curve experiments indicated that weak and
inconsistent bactericidal activity can be expected against VREF in
vivo. We detected bactericidal activity only against the VREF isolates
for which MBCs were
4 µg/ml. As discussed previously, due to the in
vivo peak concentrations of approximately 10 µg/ml and the rapid
elimination of Q-D, bactericidal drug concentrations would not be
expected to persist throughout the dosing interval.
Significant relationships existed between the percent reduction in the initial inoculum and the quinupristin MIC, Q-D MBC/MIC ratio, and the Q-D concentration-to-MBC ratio (10, 17, 35). It is intuitive that the closer that a given drug concentration is to being at or above the MBC for an organism, the higher the likelihood of bactericidal activity. Since irreversible binding of Q-D to the ribosome occurs, the actual amounts of Q-D delivered to the bacterial ribosomes (as opposed to the time of persistence at the site) should have the most influence on its antimicrobial activity (2).
The correlations of the reduction in the inoculum and the killing rate
with the ratio of the Q-D concentration to the MBC, coupled with the
results of the killing curve experiments with multiples of the MICs,
suggest concentration-dependent killing activity for Q-D against VREF
for which MBCs are
8 µg/ml. These findings are not completely
consistent with previously reported data. Hill et al. (25)
tested doubling concentrations of Q-D against four VREF isolates and
reported slow bactericidal activity with no apparent effect of
concentration on the killing profiles. No Q-D MBCs or quinupristin MICs
were given, but the killing profiles for their organisms were similar
to those for our VREF isolates for which Q-D MBCs were
8 µg/ml
(25). For these strains, the Q-D concentration (relative to
the Q-D MIC) had a lesser effect on killing compared to the effect on
our VREF isolates for which Q-D MBCs were
4 µg/ml. Other
investigators have performed killing curve experiments with enterococci
(the species were not determined) and reported no difference in killing
activity at 8 h over a range of one to eight times the MIC
(11). These results likely include data for both
E. faecium and E. faecalis, which makes
comparison with our results difficult. Caron et al. (12)
reported bactericidal activity against seven VREF isolates for which
quinupristin MICs were 4 to 8 µg/ml and Q-D MBCs were
1 µg/ml but
only bacteriostatic activity against 23 VREF isolates for which
quinupristin MICs and Q-D MBCs were
64 µg/ml. These results agree
with the correlations that we observed between the quinupristin MIC,
Q-D MBC, and activity against VREF.
Interestingly, it appears that these correlations hold true for both E. faecium and S. aureus. The killing rate and the level of reduction of the inoculum were both lower for a strain of S. aureus for which the Q-D MBC was elevated (16 µg/ml) compared those for a strain for which the MBC was 1 µg/ml, while Q-D had bactericidal activity against 6 of 6 erythromycin-susceptible strains of S. aureus but only 7 of 13 strains of S. aureus with constitutive resistance to erythromycin (quinupristin) (9, 23). A reduction in the inoculum in the killing curve studies was less for three strains for which Q-D MBCs were 16, 8, and 2 µg/ml, respectively, than for two strains for which MBCs were 1 µg/ml, and these trends in killing were also observed in rabbit models of endocarditis (21, 23).
Many articles have stated that Q-D possesses a substantial PAE against most gram-positive bacteria (including enterococci), but actual published data are extremely limited (10, 24). In vivo PAEs (which also include the effects of sub-MICs of Q-D and host factors) have been reported to be as long as 9 to 10 h against Streptococcus pneumoniae and S. aureus (18). A mean in vitro PAE of 2.4 h was reported for both 3 strains of enterococci and 10 strains of S. aureus at the MIC of Q-D and increased to >5.5 h at both 3 and 10 times the MIC, and these were independent of erythromycin susceptibility status (11). Q-D at concentrations of 0.5, 1, and 2 times the MIC produced PAEs of 3, 4.5, and 8.75 h, respectively, against one VREF isolate with an unknown susceptibility profile (3). In contrast to these reports, we found a range of appreciably shorter Q-D PAEs (from 0.2 to 3.2 h) for our clinical strains of VREF at a Q-D concentration of 4 times the MIC. The reasons for the reduced PAEs for our isolates are unclear, but unreported differences in quinupristin or Q-D susceptibility profiles between the strains are a likely explanation.
The effects of concentration, exposure time, and susceptibility on the
Q-D PAE have been studied more extensively for S. aureus. The Q-D PAE has been reported to be longer against
MLSB-sensitive and inducibly MLSB-resistant
strains of S. aureus and S. epidermidis than against constitutive MLSB-resistant strains (15,
31). In another report, the PAEs in pooled human serum were
similar for six strains of S. aureus for which MBCs
were elevated, whereas they were not for six strains for which MBCs
were not elevated, but significant variations were noted within the
groups (8). The differences in the PAEs for our VREF strains
appeared to be related to the Q-D MBC and quinupristin MIC but were
best correlated with the Q-D concentration-to-MBC ratio. For VREF
isolates for which MBCs were
16 µg/ml, the PAE was minimal (
1 h).
Because the Q-D MBCs for the majority of our isolates were at or above 16 µg/ml, reliance on the Q-D PAE to prolong dosing intervals might
not be prudent.
In conclusion, we observed correlations between the in vitro activity of Q-D against VREF and the pharmacodynamic parameters that incorporate either the quinupristin MIC or the Q-D concentration relative to the MBC. The quinupristin MIC may be the most useful parameter for predicting pharmacodynamic activity against both E. faecium and S. aureus due to the relative ease and rapidity of determining quinupristin MICs in the clinical laboratory compared to the ease and rapidity of determining quinupristin MICs in the clinical laboratory compared to the ease and rapidity of MBCs. Analyses of treatment successes and failures in the VREF compassionate-use program that incorporate the Q-D PAEs, quinupristin MICs, and/or Q-D concentration-to-MBC ratios for the recovered organisms could allow additional insights into Q-D pharmacodynamics against VREF.
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FOOTNOTES |
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* Corresponding author. Mailing address: The Anti-Infective Research Laboratory, Department of Pharmacy Services (1B), Detroit Receiving Hospital and University Health Center, 4201 St. Antoine Blvd., Detroit, MI 48201. Phone: (313) 745-4554. Fax: (313) 993-2522. E-mail: mrybak{at}dmc.org.
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