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Antimicrobial Agents and Chemotherapy, October 2000, p. 2638-2644, Vol. 44, No. 10
0066-4804/00/$04.00+0
Copyright © 2000, American Society for Microbiology. All rights reserved.
Hematin Polymerization Assay as a High-Throughput
Screen for Identification of New Antimalarial Pharmacophores
Yae
Kurosawa,1,2
Arnulf
Dorn,3,*
Michiko
Kitsuji-Shirane,1,4
Hisao
Shimada,1
Tomoko
Satoh,1,5
Hugues
Matile,3
Werner
Hofheinz,3
Raffaello
Masciadri,3
Manfred
Kansy,3 and
Robert G.
Ridley3,6
Department of Pharmaceutical Screening,
Nippon Roche Research Center, 200 Kajiwara, Kamakura, Kanagawa
Prefecture 247,1 New Ceramics
Department, Asahi Optical Co., Ltd., Itabashi-ku, Tokyo
174-8639,2 Medical Institute of
Bioregulation, Department of Molecular and Cellular Biology, Kyushu
University, 3-1-1 Maidaishi, Higashi-ku Fukuoka, Fukuoka
812-8582,4 and Screening Technology,
Bayer Yakuhin Research Center Kyoto, 6-5-1-3 Kunimidai, Soraku-gun,
Kyoto,5 Japan, and Pharma Division,
Preclinical Research, F. Hoffmann-La Roche Ltd., CH-4070
Basel,3 and Drug Discovery Research,
WHO/TDR, World Health Organization, CH-1211 Geneva
27,6 Switzerland
Received 24 January 2000/Returned for modification 13 April
2000/Accepted 28 June 2000
 |
ABSTRACT |
Hematin polymerization is a parasite-specific process that enables
the detoxification of heme following its release in the lysosomal
digestive vacuole during hemoglobin degradation, and represents both an
essential and a unique pharmacological drug target. We have developed a
high-throughput in vitro microassay of hematin polymerization based on
the detection of 14C-labeled hematin incorporated into
polymeric hemozoin (malaria pigment). The assay uses 96-well filtration
microplates and requires 12 h and a Wallac 1450 MicroBeta liquid
scintillation counter. The robustness of the assay allowed the rapid
screening and evaluation of more than 100,000 compounds. Random
screening was complemented by the development of a pharmacophore
hypothesis using the "Catalyst" program and a large amount of data
available on the inhibitory activity of a large library of
4-aminoquinolines. Using these methods, we identified "hit"
compounds belonging to several chemical structural classes that had
potential antimalarial activity. Follow-up evaluation of the
antimalarial activity of these compounds in culture and in the
Plasmodium berghei murine model further identified compounds with actual antimalarial activity. Of particular interest was
a triarylcarbinol (Ro 06-9075) and a related benzophenone (Ro 22-8014)
that showed oral activity in the murine model. These compounds are
chemically accessible and could form the basis of a new antimalarial
medicinal chemistry program.
 |
INTRODUCTION |
Malaria remains one of the most
important widespread diseases in the world. It is estimated that there
are 300 to 500 million clinical cases of malaria every year and 1.7 to
2.5 million deaths (1). The major concern in the treatment
of malaria at present is the increasing resistance of the malarial
parasite Plasmodium falciparum to antimalarial drugs.
Quinoline antimalarials (20), particularly chloroquine, have
been the mainstay of antimalarial drug treatment for the past 50 years.
The slow development of resistance to chloroquine compared to other
drugs (3, 10, 23) and the demonstration that this resistance
is structure specific (5, 16) suggest that if a novel
chemical class of drug could be developed against the same molecular
target as chloroquine, this could have immense clinical value.
It has become increasingly apparent over recent years that chloroquine
most likely exerts its antimalarial activity through interaction with
hematin in the lysosomal digestive vacuole of the malaria parasite
(4, 9, 17, 24). It is believed that this interaction affects
the ability of the parasite to adequately sequester the toxic hematin
that is released during the process of proteolytic degradation of
hemoglobin into hemozoin, an inert pigment that develops within the
parasite digestive vacuole during its growth within the erythrocyte.
There is some dispute as to whether this sequestration or
polymerization is protein mediated (22, 25) or not (2,
7, 9, 14, 15).
The structure of hemozoin is also open to debate. A recent model of the
structure of hemozoin (12) suggests that it is not a
polymeric substance as originally hypothesized (21) but an association of dimers. However, none of these debates affect the core
hypothesis that chloroquine, and possibly many other quinoline antimalarials (8), exerts its activity through binding to
hematin (17).
One assay that can be used to readily assess this interaction is the
so-called hematin polymerization assay (7, 9, 22), an in
vitro assay in which radiolabeled hematin is incorporated into
insoluble
-hematin, which is chemically indistinguishable from
hemozoin, at an acid pH reflecting the conditions of the lysosomal food
vacuole. The ability of quinolines to inhibit this assay correlates
directly with their ability to inhibit parasite growth in culture
(8).
The simplicity of the assay lends itself to robotic high-throughput
screening (HTS) and the chance of identifying novel heme binding
pharmacophores that could in turn be suitable leads for the development
of medicinal chemistry programs that could lead to new antimalarial
drugs. HTS, by which many thousands of compounds can be tested rapidly
in low quantities, is an essential part of modern drug discovery
(19). The availability of the hematin polymerization assay
plus the strong evidence that it represented a validated antimalarial
drug target led us to initiate the screening program that we report
here. Key features of the program were, first, the ability to identify
false positives and nonspecific hits based on the wide range of other
assays to which the compound library was subjected and, second, the
rapid and synchronized follow-up of hits from this molecular screen
with testing of efficacy against P. falciparum in culture
and, where appropriate, against Plasmodium berghei in mice.
 |
MATERIALS AND METHODS |
Materials.
The Catalyst program was obtained from Molecular
Simulations Inc. (San Diego, Calif.). All chemicals were at least of
analytical grade. Unlabeled hemin was purchased from Fluka BioChemica
(Buchs, Switzerland), sodium dodecyl sulfate (SDS) was purchased from Sigma Chemical Co. (Buchs, Switzerland), and other standard chemicals were from Wako Pure Chemical Industries, Ltd. (Osaka, Japan). Lyophilized [14C]hemin was provided by University of
Leeds Innovations Industrial Services Ltd., Leeds, United Kingdom. The
assay was carried out on 96-well polypropylene plates (no. 3794;
Costar, Integra Biosciences, Wallisellen, Switzerland) and on
MultiScreen DV filtration plates (0.65-µm-pore-size, hydrophilic,
low-protein-binding Durapore membrane; MADV NOB 10; Millipore,
Volketswil, Switzerland). Dulbecco's modified eagle medium (DMEM;
low-glucose medium), fetal bovine serum, penicillin, streptomycin, and
trypsin were from Gibco BRL (Basel, Switzerland). The compounds for
testing were obtained from the Hoffmann-La Roche inventory. They
included solid organic synthetic compounds with molecular weights
between 175 and 800 Da, compounds of commercial origin (SPECS,
Rijswijk, The Netherlands), purified compounds of natural origin
(Natural Compound Collection [NCC]), and microbial broths. Microbial
broths were from actinomycetes, fungi, and bacteria, mostly isolated
from Japanese soil samples. The organisms were inoculated into various
media (9 ml) in polypropylene bottles (Yasumoto Kasei Co. Ltd.,
Hatogaya Saitama, Japan) with shaking (160 rpm) at 27°C for 5 days.
The whole culture broths including mycelia were lyophilized, and 11 ml
of methanol (MeOH) was added. The MeOH solution was stirred and then
filtered. After evaporation of MeOH, the samples were redissolved in 1 ml of dimethyl sulfoxide (DMSO) and used for the assay. This DMSO
solution was added to the assay solution at a final concentration of
1% (vol/vol). An acetonitrile extract from a trophozoite lysate of
P. falciparum was prepared as previously described (7,
9).
Hematin polymerization high-throughput screen.
The hematin
polymerization assay (7, 9, 22) was modified for HTS;
semiautomated HTS in a 96-well plate format was done using a Zymark
bioassay robot system. The reaction was carried out in a total volume
of 100 µl consisting of 500 mM sodium acetate (pH 4.8), unlabeled
hemin at a final concentration of 100 µM, 0.56 nCi of
[14C]hemin, an acetonitrile extract of P. falciparum trophozoite lysate (10 µl), and compounds added as
DMSO solutions (10 µl). The components were dispensed into the
96-well polypropylene plate using a Quadra 96 (96-tip channel
dispenser; Tomtec Inc., Hamden, Conn.) except for the acetonitrile
extract, for which a Uniflex Mechatropet quartette was used. The
mixture was incubated overnight at 37°C. After incubation, assay
mixtures were transferred into MultiScreen DV filtration plates,
filtered, and washed once with 400 µl of 100 mM
NaHCO3-0.2% SDS and twice with 200 µl of 50 mM Tris-HCl
(pH 7.5) using the Zymark system. The intensive wash step is necessary
to remove nonpolymeric, precipitated material. The incorporation of
[14C]hematin into the polymer was quantified by
scintillation counting using the Wallac 1450 MicroBeta liquid
scintillation counter.
In vitro measurement of parasite growth inhibition.
The
compounds, added as DMSO solutions, were tested by the semiautomated
microdilution assay against the intraerythrocytic form of P. falciparum as described previously (16, 18), based on
the method of Desjardins et al. (6). This measures the
incorporation by the parasite of radiolabel from
[3H]hypoxanthine, a nucleic acid precursor, into its RNA
and DNA. Compounds were tested for inhibitory effect against P. falciparum growth in culture by using both the
chloroquine-sensitive strain NF54 (an airport strain of unknown origin
that is sensitive to standard antimalarials) and the
chloroquine-resistant strain K1 (from Thailand).
Drug testing was carried out in 96-well microtiter plates. The
compounds, dissolved in DMSO, were titrated in duplicate in serial
twofold dilutions over a 64-fold range in culture medium. Parasite
cultures with an initial parasitemia (expressed as the percentage of
erythrocytes infected) of 0.75% in a 2.5% erythrocyte suspension were
added and incubated for 48 or 72 h. The growth of the parasites
was measured by the incorporation of radiolabeled [3H]hypoxanthine added 16 h prior to termination of
the test. The 50% inhibitory concentration (IC50) was
estimated by Logit regression analysis.
In vivo measurement of parasite growth and antimalarial
activities of compounds. (i) Method of infection of animals.
Male
mice (Fü albino; specific pathogen free) weighing 20 ± 2 g were infected intravenously with 2 × 107
P. berghei ANKA strain-infected erythrocytes from donor mice on day 0 of the experiment. Heparinized blood was taken from donor mice
with circa 30% parasitemia and was diluted in physiological saline to
108 parasitized erythrocytes/ml. An aliquot (0.2 ml) of
this suspension was injected intravenously into experimental and
control groups of mice. In untreated control mice, parasitemia rose
regularly to 30 to 40% by day +3 after infection and to 70 to 80% by
day +4. The mice died between days +5 and +7 after infection.
(ii) Administration of compounds.
Compounds were prepared at
appropriate concentrations, either as solutions or as suspensions
containing 3% ethanol (EtOH) and 7% Tween 80. They were administered
either subcutaneously (s.c.) or per os (p.o.), in a total volume of
0.01 ml per g of body weight.
(iii) Measuring parasite growth inhibition.
Determinations
of parasite growth inhibition were made by the test of Peters et al.
(13). Groups of five mice were used. On day +3, blood smears
of all animals were prepared and stained with Giemsa stain. Parasitemia
was determined microscopically, and the difference between the mean
value for the control group (taken as 100%) and that for each
experimental group was calculated and expressed as percent reduction.
Cytotoxicity assay.
The HeLa cell suspension was diluted in
DMEM containing 10% fetal bovine serum, 50 U of penicillin/ml, and 50 µg of streptomycin/ml to 2 × 104 cells/ml. The
diluted cell suspension was dispensed into a microtiter plate, and then
the test compound was added at different concentrations. The final
number of cells was 105/ml. The cells were incubated under
5% CO2 at 37°C for 3 days. The culture medium was
discarded, and to each well was added 100 µl of a solution containing
0.05% (wt/vol) crystal violet, 7.5% (vol/vol) formalin, and 10%
(vol/vol) EtOH. The intensity of the color was measured as the optical
density at 630 nm. Only living cells were stained, because they were
attached to the bottom of the microtiter plate while the dead cells
were discarded together with the culture medium.
Selectivity test.
All compounds tested had previously been
run in a series of more than 50 other molecular assays. For example,
compounds inhibiting hematin polymerization were also tested for their
interaction with DNA gyrase, RNA polymerase II, deformylase, folate
biosynthesis, ras/raf-1 binding, UDP-N-acetylglucosamine
pyrophosphorylase, and cyclin E/cyclin-dependent kinase 2, among
others. Results of these selectivity tests were used to distinguish
between "hits" specific to hematin polymerization and compounds
with nonspecific binding properties.
 |
RESULTS AND DISCUSSION |
Establishing the assay.
The hematin polymerization assay was
used in a high-throughput format to identify compounds with activities
equal to or better than that of chloroquine (IC50, <100
µM) that were not of the quinoline class. Various reagents, including
trophozoite lysate (22), purified
-hematin
(7), acetonitrile extracts of trophozoite lysate and
-hematin (7, 9), and lipids (2, 9), have been
used to initiate the hematin polymerization assay. At the time this
work was initiated, we were focusing on utilizing acetonitrile extracts
from P. falciparum trophozoite lysates (7, 9) and preferred these to trophozoite lysates. This was because (i) the reaction mixtures were easier to filter than with the protein-rich trophozoite lysate and (ii) there was less assay interference through
nonspecific binding of compounds to lysate proteins (9). We
subsequently demonstrated that the major component of the acetonitrile extracts that initiated the hematin polymerization process was lipid
(9). It is therefore likely that an appropriate lipid mixture or an acetonitrile extract of another cell type, e.g., erythrocytes, could have proven just as effective for this work as an
acetonitrile extract from malaria trophozoites.
This assay was readily adapted into a 96-well-format filtration assay
that could be semirobotized by use of a Zymark robot.
This was
important because microtiter plates offer several advantages
over
larger vessels, such as Eppendorf tubes, for compound screening.
These
include the following: (i) samples are easily and quickly
tested in
duplicate or triplicate, (ii) plate handling can be
automated or
semiautomated, (iii) the assay can be monitored by
microplate readers,
and (iv) the assay throughput is increased.
In preliminary studies, the
product of the hematin polymerization
reaction in microtiter plates was
monitored and the Fourier transform
infrared spectroscopic
characteristics (distinct peaks at 1,660
and 1,210 cm
1)
demonstrated that the product was essentially

-hematin
(
9).
Assessment of interfering substances.
In a preliminary
experiment the effects of possible interfering substances were examined
(Table 1). Most of the compounds tested
had no influence on the hematin polymerization activity. Of importance,
however, was the need to assess the effects of certain organic
solvents, as broths and compounds to be screened were mainly dissolved
in organic solvents. For this reason, the effects of DMSO, MeOH, and
EtOH on hematin polymerization activity were examined. Each solvent was
added to the standard assay mixture at concentrations of 0.5 to 10%
(vol/vol). DMSO, MeOH, and EtOH did not inhibit the hematin
polymerization reaction at the concentrations tested; indeed, they
enhanced the hemozoin-forming activities. This might be caused by an
increased solubility of hematin, which tends to precipitate in aqueous
solutions at the pH of the digestive vacuole (pH 4.8 to 5.2). Salts had
only minor inhibitory effects on the polymerization reaction. NaCl,
KCl, MgCl2, NaH2PO4, and NH4Cl at 100 mM concentrations inhibited hematin
polymerization by only 10 to 15%; 100 mM
Na2HPO4 inhibited the polymerization by about
25%, whereas CaCl2 had no inhibitory effect. The assay was
sensitive to detergents, which showed inhibitory activities ranging
from about 40% (1% [wt/vol] Triton X-100 or SDS) to 90% (1%
[vol/vol] Tween 80). Hematin polymerization was also susceptible to
reducing agents, as described previously (9, 11). It is postulated that hemozoin-
-hematin consists of an ionic polymer of
hematin monomers (21) or an association of dimers
(12) in their oxidized Fe(III) state (21). If
oxidation to the Fe(III) state is a precondition for hematin
polymerization, one would expect reducing agents to significantly
inhibit the process. Glutathione (GSH) and dithiothreitol (DTT) at
concentrations of 100 µg/ml inhibited hematin polymerization by 41 and 89%, respectively. Interestingly, cysteine did not inhibit the
reaction. The polymerization reaction was independent of protein, and
the activity of the trophozoite acetonitrile extract has previously
been shown to be resistant to proteinase K treatment (7).
Other proteases, such as actinase E or S peptidase, also had no
inhibitory effect on the hematin polymerization activity. Results for
representative samples of substances tested for their influence on
hematin polymerization activity are given in Table 1.
Overview of process for compound testing and hit rate.
The
majority of the Roche compound library at the time of this activity was
stored as cocktails of 10 compounds that were later tested individually
if the cocktail produced a hit. A total of 11,887 Roche chemical
cocktails (mixtures of 10 synthetic compounds), 15,760 samples obtained
from SPECS, 97 purified samples from the NCC, 1,380 compounds selected
from a number of diverse combinatorial chemistry libraries, and 14,640 microbial broths were screened for inhibitory activity toward hematin
polymerization (Table 2). Compounds from
the NCC are of natural origin and were isolated from microbial broths.
Figure
1 shows the "screening
cascade" for chemical cocktails, SPECS compounds, and microbial
broths. As described above,
the chemical cocktails were composed of 10 single compounds each.
If the initial primary screening of the
cocktails gave an inhibition
greater than 40% at a concentration of 50 µM, the cocktails were
first retested to confirm activity and then
tested as individual
compounds to identify the active compound and
determine an IC
50.
After further selectivity and
cytotoxicity tests of hits, the
compounds were examined for activity
against intact parasites
in culture.

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FIG. 1.
Screening cascade for chemical cocktails, SPECS
compounds, and microbial broths. Schematically shown are the procedures
and selection criteria leading from primary screening to in vitro
testing and the start of a medicinal chemistry program. First, the
inhibitory activity should be above a defined value (e.g., 40%
inhibition at 50 µM) and must be confirmed; second, the structure
must be of interest (acceptable molecular weight; lipophilicity) and
have a potential for chemical variations; third, the identified hit
would, preferentially, have in vitro activity.
|
|
SPECS compounds and compounds from combinatorial chemistry libraries
were screened as single compounds, so no additional deconvolution
step
was necessary, and the IC
50 was determined immediately
after
primary screening. Subsequent steps were the same as those
described
for chemical cocktails. For the screening of compounds of
natural
origin (broth screening), the "active principle" of the
broth
had to be isolated and purified and its structure had to be
identified.
Follow-up activities and selection of compounds for potential lead
development relied primarily on whether the compounds also
displayed
antimalarial activity in vitro and/or in vivo and on
their chemical
accessibility.
Potential lead compounds identified.
More than 100,000 compounds were tested. Of these, 45 nonquinoline compounds had
IC50s of less than 50 µM in the hematin polymerization assay. These compounds belonged to different chemical classes, including triarylcarbinols (Ro 06-9075), piperazines (Ro 10-3428), benzophenones (Ro 22-8014), imides (Ro 20-1120), hydrazides (Ro 04-4410), indoles (Ro 90-2341), and isoxazoles (Ro 90-0987) (Table 3). Quinolines and bisquinolines that
were also identified in the hematin polymerization assay were
discounted because they did not represent new structural classes. The
different structural classes, e.g., triarylcarbinols, piperazines,
benzophenones, imides, hydrazides, indoles, and isoxazoles, that were
highly active in the hematin polymerization assay were also assessed
for activity against P. falciparum growth in culture, both
against the chloroquine-sensitive strain NF54 and against the
chloroquine-resistant strain K1. The selection criterion was an
IC50 of less than 5 µM against both strains. This
requirement was fulfilled only by the following lead compounds: Ro
06-9075 (a triarylcarbinol), Ro 10-3428 (a piperazine), Ro 14-3955 (miscellaneous), and Ro 22-8014 (a benzophenone). Of great significance
from a drug discovery viewpoint, two of these compounds, Ro 06-0975 and
Ro 22-8014, also possessed quite reasonable oral antimalarial activity
in the murine P. berghei model. Further titration of their
activity (data not shown) demonstrated that significant improvement on
this activity was still required before any compound from either of
these classes could be considered a drug candidate, but their value as
potential antimalarial leads is apparent.
In silico screening of the Roche database using the Catalyst
program.
In addition to the random HTS approach outlined, we also
proactively looked for potential novel antimalarial structures from the
Roche database that had structural features analogous to those of the
quinolines and that might mediate their activity through the same
mechanism of action. Based on a large amount of data accumulated in
screening the 4-aminoquinoline class of compounds, a pharmacophore
hypothesis was developed using the Catalyst program. The computer
analysis comparing the three-dimensional (3-D) structures, lipophilicity, positions of hydrogen donors and acceptors, and electrostatic relationships of quinoline antimalarials led to the
development of a "consensus structure" for antimalarials.
Figure
2 shows the monoquinoline-derived
hypothesis. Using the multiconformer database of available Roche
compounds, 317 compounds
out of 123,000 were found to fulfill the
distance constraints
of the hypothesis depicted in Fig.
2. Of these, 36 were quinolines
and thus were discounted. The remaining 281 selected
compounds
were assessed in the hematin polymerization assay and tested
against
malaria parasites in culture. Of these, 107 showed activity
against
the chloroquine-resistant or nonresistant strain in the 1.5 to
15.0 µM range and 26 of these compounds showed activity in the
0.15 to 1.0 µM range. Some of these hits had previously been identified
as
having antimalarial activity through testing over many years
at
Hoffmann-La Roche, but five new structures were identified
and are
shown in Table
4. Interestingly, two of
these compounds,
the triarylcarbinol Ro 06-9075 and the piperazine Ro
10-3428,
had also been selected through the hematin polymerization
screening
process (see Table
3), further validating their selection as
antimalarial leads that have a mode of action similar to that
of
chloroquine, namely, interaction with hematin.

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FIG. 2.
(A) The monoquinoline-derived hypothesis superimposed on
chloroquine. (B) Fit of the monoquinoline-derived hypothesis for Ro
06-8463, which was found by 3-D database screening (activity for the
resistant strain K1, 0.3 µM; activity for the sensitive strain NF54,
0.026 µM). Feature definitions: blue, hydrophobic; green, hydrogen
bond acceptor; cyan, hydrogen bond donor; red, positive ionizable.
|
|
Summary conclusions.
This study demonstrates that the hematin
polymerization assay can lead to the identification of novel
antimalarial pharmacophores. This further validates the study of
hematin polymerization as an antimalarial drug target, possibly in its
own right or, at the very least, as a surrogate for assessing the
antimalarial interactions of compounds with hematin.
Further biochemical studies (
4,
26) have to be undertaken in
order to fully demonstrate and prove the mode of action
of the
compounds identified in this screen. However, the fact
that two
compounds, the triarylcarbinol Ro 06-9075 and the piperazine
Ro
10-3428, were selected as potential antimalarial leads both
on the
basis of the hematin polymerization screen and on the basis
of a
Catalyst-derived pharmacophore hypothesis lends a high degree
of
confidence that the compounds with antiparasitic activity identified
in
this screen mediate their activity through interaction with
hematin.
It should be remembered that the compounds identified in this screen
are at an early stage of the drug discovery process.
Of those studied
so far, the two compounds demonstrating oral
activity in the murine
P. berghei model, the triarylcarbinol Ro
06-9075 and the
benzophenone Ro 22-8014, deserve particular investigation
and
attention. In addition to confirmation of their mechanism
of action,
demonstration of an absence of any overt toxicity and
the preliminary
development of structure-activity relationships
through a medicinal
chemistry program are
required.
While the preliminary nature of the compounds identified through this
screen as antimalarial leads has been noted, it is equally
important to
realize that they also represent a high potential
value. There is a
great need to discover new antimalarial pharmacophores
if innovative
antimalarial drugs are to be discovered and developed.
Studies such as
the one reported here exemplify the value of the
HTS process by which a
bridge between biological investigation
and medicinal chemistry, so
necessary for effective drug discovery
(
19), can be
built.
 |
ACKNOWLEDGMENTS |
We thank Peter Hartman, Malcolm Page, and Rudolf Then for
critical reading of the manuscript and helpful discussions.
 |
FOOTNOTES |
*
Corresponding author. Mailing address: F. Hoffmann-La
Roche Ltd, PRPI-D, Building 70/138, CH-4070 Basel, Switzerland. Phone: (61) 688 84 11. Fax: (61) 688 27 29. E-mail:
arnulf.dorn{at}roche.com.
 |
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Antimicrobial Agents and Chemotherapy, October 2000, p. 2638-2644, Vol. 44, No. 10
0066-4804/00/$04.00+0
Copyright © 2000, American Society for Microbiology. All rights reserved.
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