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Inhibitors of Leishmania GDP-Mannose Pyrophosphorylase Identified by
High-Throughput Screening of Small Molecule Chemical Library
Kurt Lackovic1, John P. Parisot
1, Nerida Sleebs
1, Jonathan B. Baell
2, Laurent Debien
2, Keith
G. Watson2, Joan M. Curtis
3, Emanuela Handman
3, Ian P. Street
1,4 and Lukasz Kedzierski
3,5*
1High-Throughput Chemical Screening Facility, Structural Biology Division;
2Medicinal
Chemistry Group, Structural Biology Division; 3Infection and Immunity Division;
4CRC for
Cancer Therapeutics; 5Cancer and Haematology Division, Walter+Eliza Hall Institute of
Medical Research, Melbourne, Australia
Running title: Leishmania GDP-mannose pyrophosphorylase inhibitors
*Corresponding author: Dr Lukasz Kedzierski
Walter+Eliza Hall Institute of Medical Research
1G Royal Pde.
Parkville 3052, Victoria
Australia
tel. +61 3 93452653
fax +61 3 93470852
email: [email protected]
Copyright © 2010, American Society for Microbiology and/or the Listed Authors/Institutions. All Rights Reserved.Antimicrob. Agents Chemother. doi:10.1128/AAC.01634-09 AAC Accepts, published online ahead of print on 16 February 2010
2
Abstract
Current treatment of leishmaniasis is based on chemotherapy, which relies on a handful of
drugs with serious limitations such as high cost, toxicity and lack of efficacy in endemic
regions. Therefore, development of new, effective and affordable antileishmanial drugs is a
global health priority. Leishmania synthesize a range of mannose-rich glycoconjugates that
are essential for parasite virulence and survival. A prerequisite for glycoconjugate
biosynthesis is the conversion of monosaccharides to activated mannose donor, GDP-
mannose, the product of a reaction catalysed by GDP-mannose pyrophosphorylase (GDP-
MP). The deletion of the gene encoding GDP-MP in Leishmania led to a total loss of
virulence, indicating that the enzyme is an ideal drug target. We developed a phosphate
sensor-based high-throughput screening assay to quantify GDP-MP activity, and screened a
library containing ~80,000 lead-like compounds for GDP-MP inhibitors. Based on their GDP-
MP inhibitory properties and chemical structure, 20 compounds, which were not toxic to
mammalian cells, were tested on ex vivo amastigotes and in macrophage amastigote assays.
The most potent compound identified in the primary screen (compound 3), a quinoline
derivative, demonstrated dose-dependent activity in both assays (IC50=21.9µM in macrophage
assay) and was shown to be non-toxic to human fibroblasts. In order to elucidate signs of
early SAR for this class of compounds, we obtained and tested analogues of compound 3, and
undertook limited medicinal chemistry optimization, which included a number of SAR probes
of the piperazinyl aryl substituent of compound 3. We have identified novel candidate
compounds for the design and synthesis of anti-leishmanial therapeutics.
3
Introduction
Leishmania are protozoan parasites shuttling between sandfly vectors and mammalian hosts,
causing a spectrum of diseases known as leishmaniases (13). Leishmaniasis is prevalent in
Africa, Latin America, Asia, the Mediterranean basin and the Middle East, with an estimated
12 million people currently infected and a further 350 million threatened by the disease in 88
countries. For many years, the public health impact of leishmaniasis has been underestimated,
as a substantial number of cases were never recorded. The expansion of leishmaniasis and the
sharp rise in prevalence is related to both environmental changes and migration of non-
immune people to endemic regions (1). Moreover, there is an increase in the overlap between
HIV infection and visceral leishmaniasis, especially in intravenous drug users of both South-
Western Europe and Brazil (6, 27). The situation may be much worse in Africa and Asia
where the prevalence and detection of HIV and Leishmania co-infections are still largely
underestimated.
Current treatment is based on chemotherapy, which relies on a handful of drugs with serious
limitations such as high cost and toxicity, difficult route of administration and lack of efficacy
in endemic areas (7). Extensive evidence from studies in animal models indicates that solid
protection can be achieved by immunisation, however, to date no vaccine is available in
clinical practice. Therefore, there is an urgent need to develop new, effective and affordable
antileishmanial therapeutics in order to control different forms of the disease.
Leishmania synthesize a range of mannose-rich glycoconjugates, which are considered
essential for both parasite virulence and survival. A prerequisite for glycoconjugate
biosynthesis in Leishmania, as in all eukaryotes, is the conversion of monosaccharides to
activated sugar nucleotides. This process is catalysed by several enzymes including
phosphomannose isomerase (PMI), phospomannomutase (PMM), GDP-mannose
pyrophosphorylase (GDP-MP) and dolicholphosphate-mannose synthase (DPMS) (9). The
4
consecutive action of PMM and GDP-MP transforms mannose 6-phosphate (M-6-P) to GDP-
mannose (GDP-Man), which acts as the mannose donor in the synthesis of molecules such as
lipophosphoglycan (LPG), proteophosphoglycan (PPG), glycoinositolphospholipids (GIPLs)
and N-glycans. Gene deletion studies in Leishmania have indicated that PMM and GDP-MP
constitute attractive targets for the development of novel therapeutics. Both PMM and GDP-
MP mutants are unable to establish infection in mice or survive in macrophages in vitro,
suggesting that these proteins are essential for the clinically relevant, intracellular form of the
parasite, the amastigote. However, these enzymes are not essential for survival of the
promastigotes, the insect vector stage of the parasite (10, 11). We have shown that
Leishmania GDP-MP forms a hexamer in solution, whose stability might be compromised at
both low ionic strength and high pH (8). We have also reported that leishmanial PMM shows
a high degree of similarity with its human isoforms, PMM1 and PMM2, suggesting that the
development of parasite-selective inhibitors would not be an easy task (21). Here, we report
the development of a highly sensitive, 384-well plate based enzyme activity assay utilizing
phosphate detection technology, and the use of high-throughput screening (HTS) of ~80,000
small, lead-like molecules to identify inhibitors of leishmanial GDP-MP. Although some of
these compounds demonstrated in vitro antileishmanial activity on both parasite life stages -
promastigotes and amastigotes - and may therefore be considered generally cytotoxic, one
class of quinoline derivatives showed promising and selective activity for the amastigote
stage. This class is exemplified by compound 3, which inhibited mouse macrophage infection
in a dose-dependent manner (IC50=21.9µM) and was non-toxic to human fibroblasts at
concentrations up to 100µM.
5
EXPERIMENTAL PROCEDURES
Chemical library.
Our “lead discovery chemical library” is a collection of ~80,000 compounds purchased from
commercial vendors, stored in neat dimethyl sulfoxide (DMSO) at a final compound
concentration of 10mM. The compounds represent a diverse set of molecules as judged by
Tanimoto dissimilarity analysis (T ≤ 0.85), and although simple filters based on the Lipinski
criteria were not used in the selection process, 89% of the compounds in the library are
Lipinski compliant (24) and 81% conform with Oprea’s criteria for “lead-likeness” (26).
GDP-MP high-throughput screening assay.
A high-throughput screen was conducted to identify lead-like compounds that inhibited L.
major GDP-MP from catalyzing the conversion of M-1-P to GDP-Mannose. The assay
ultimately detected inorganic phosphate produced from the enzymatic cascade shown in Fig.
1. Inorganic pyrophosphatase was added to the reaction in excess, to minimize the chance of
identifying inhibitors of this enzyme.
Recombinant L. major GDP-MP was expressed as a 6-His tagged protein in E. coli
BL21(DE3)pLysS. Purification of the fusion protein was performed by affinity
chromatography using TALON Metal Affinity Resin according to manufacturer’s instructions
(BD Biosciences). The purity and integrity of the protein was assessed on SDS-PAGE gels
stained with Coomassie Blue and enzymatic activity was assessed as previously described (8).
4 mg/ml GDP-MP was stored in aliquots at -80°C. Aliquots were thawed on ice immediately
prior to use. Assay buffer components Tween®
20, albumin from chicken egg white (OVA),
inorganic pyrophosphatase from bakers yeast, α-D(+)mannose-1-phosphate and guanosine 5’-
triphosphate were purchased from Sigma Aldrich. Additional buffer components AnalR
water, NaCl and MgCl2.6H2O were purchased from Merck. Tris-HCl and phosphate sensor
6
were purchased from Invitrogen. Phosphate sensor is a purified form of recombinant E. coli
phosphate binding protein labeled with an N-[2-(1-maleimidyl)ethyl]-7-
(diethylamino)coumarin-3-carboxamide (MDCC) fluorophore that is sensitive to changes in
its environment (15). Upon binding phosphate, the fluorescence intensity of the bright blue
MDCC fluorophore increases dramatically. Phosphate binding is tight (Kd ~100nM), enabling
sub-µM detection of phosphate. In addition, as the binding is rapid, this technology enables
detection of phosphate production in real time.
The assay buffer comprised of 25mM Tris-HCl (pH 8.0), 4mM MgCl2, 150mM NaCl, 0.02%
v/v Tween®
20, with the pH adjusted to 7.5. On each experimental day, OVA was added to a
final concentration of 0.4 mg/ml and the buffer then filtered through a 0.45 µm filter
(Millipore).
Individual enzymatic assays were performed in a total reaction volume of 5µl, in low volume,
black, 384-well plates (Greiner). Optimization experiments determined the Km for M-1-P to
be 4.6µM, and for GTP to be 1.5µM (Fig. 2).
High-throughput screening reactions were performed close to the Km for both substrates, with
a final M-1-P concentration of 5µM and GTP concentration of 1.3µM. Initially, 2.5µl of
10µM M-1-P with 5µM phosphate sensor in assay buffer was dispensed into columns 1-23 of
a 384-well plate, and a solution lacking M-1-P (negative control) into column 24.
Subsequently, 22nl (14% interplate coefficient of variance determined by fluorimetric quality
assurance protocols) of individual 10mM library compounds were added to columns 1-22 of
the 384 plate, with 22nl of neat DMSO vehicle added to the remaining columns 23-24
(positive and negative controls, respectively). Finally, 2.5µl of 0.0652U/ml inorganic
pyrophosphatase, 4µg/ml GDP-MP, and 2.6µM GTP in assay buffer were added to all wells
of the plate, starting the enzymatic reaction in the assay plates, except for the negative control
wells. Final library compound and DMSO concentrations were 44µM and 0.44% (v/v)
7
respectively. We determined that up to 1% (v/v) DMSO had no effect on the rate of reaction.
Fluorescence was determined each minute for 10 minutes in an Envision 2103™ Multilabel
Plate Reader (Perkin Elmer), with Ex430/8 nm and Em480/30 nm filters. Rate of phosphate
production was quantified using ActivityBase™ v5.4 with XLfit (IDBS). “Hit” compounds
were determined on a plate-by-plate basis and defined as compounds reducing the rate of
phosphate production by >50% relative to both the positive and negative controls wells. Z’, a
measure of high-throughput assay quality taking into consideration both the signal window
and the variation within positive and negative controls, was determined for each plate. Plates
with Z’<0.4 were repeated. Fig. 3 shows both the average positive and negative control values
and calculated Z’ values for individual library compound plates.
Initial confirmation of active compounds.
Initial confirmation experiments were performed in the same manner as for the primary
screen. Primary screen “hit” compounds, determined as described previously, were hit-picked
from a separate 10mM DMSO solution of the library compound for confirmation assays.
Dose-response determination and counter screen.
Confirmed inhibitors of GDP-MP were repurchased from the original commercial vendor.
These compounds were prepared in pure DMSO to a final compound concentration of 10mM.
Compounds were titrated 1:2 in DMSO, and subsequently added to the enzymatic assay in the
same manner as for the primary screen, enabling quantification of IC50 values for each
compound. To determine whether the hit compounds were interfering with the phosphate
sensor detection technology, a counter screen was employed where titrated compounds were
assayed in the presence of 2.5µM phosphate sensor spiked with 1µM of Na2HPO4 in assay
buffer.
8
In vitro testing on Leishmania parasites.
L. major V121 (MHOM/IL/67/JERICHO II) (WHO Reference Centre for Leishmaniases,
Jerusalem, Israel) was maintained as promastigotes at 26oC in M199 medium (Invitrogen)
supplemented with 10% heat inactivated fetal bovine serum (HI-FBS) (Trace Biosciences).
Amastigotes were harvested from lesions of L. major infected hypothymic CBA nu/nu mice
as previously described (12). Amastigotes were resuspended in M199 medium and
immediately used for in vitro experiments.
The CellTiter Blue Cell Viability Assay (Promega, Madison, WI, USA) was used to screen
for antileishmanial activity as previously described (20). Compounds were dissolved in
DMSO at 10mM working concentration and titrated across a range of concentrations (2-fold
dilutions from 100µM to 49nM) in culture medium. The assay was performed in duplicate in
96-well plates containing 106 parasites per well. Cell viability was assessed
spectrophotometrically at 550nm with a reference wavelength of 630nm. Amphotericin B
(Sigma) was used as a reference antileishmanial agent.
Macrophage invasion assay was performed as previously described (20). Briefly, mouse, bone
marrow-derived macrophages were plated on coverslips placed in 24-well plates and allowed
to adhere for 48h. Adherent cells were exposed to promastigotes (20:1, parasite/cell ratio) for
5h and non-attached cells and free promastigotes were washed, followed by the addition of
medium containing the compound. The intracellular proliferation drug sensitivity assay was
performed using amastigotes for macrophage invasion as described in Vermeersch et al. (30).
Infected cells (duplicate coverslips) were exposed to the compounds for 48h, and then washed
and fixed with methanol. Following Giemsa staining of the cells, coverslips were examined
microscopically and the percentage of infected cells counted.
9
Toxicity of candidate compounds.
Primary human foreskin fibroblasts (a gift from Dr. Christopher Tonkin, WEHI) were
maintained in DME medium containing 10% HI-FBS at 37oC, in 5% CO2. The CellTiter Blue
Cell Viability Assay (Promega, Madison, WI, USA) was used to examine fibroblast toxicity
in the presence of compounds.
10
RESULTS
High-throughput screen to identify inhibitors of GDP-MP. The high-throughput screen of
~80,000 compounds from the WEHI Bio21 lead discovery library identified 442 compounds
that inhibited the activity of GDP-MP by more than 50% at a compound concentration of
44µM, yielding a hit rate of ~0.6%. These compounds were subsequently picked from a fresh
10mM copy of the compound library, and re-tested in triplicate at 44µM. 223 of the 442
compounds re-tested demonstrated confirmed activity, yielding a hit confirmation rate of
50%.
Compound dose-response curves for the 223 primary hits were conducted with the GDP-MP
assay and with a counter screen assay containing buffer, phosphate sensor, and 1µM
Na2HPO4 only. Compounds that exhibited similar IC50 values in both the GDP-MP and
counter screen assays were designated as false positives and eliminated from further
consideration. The most potent compounds were found to have IC50 values less than 1µM in
the GDP-MP assay and no activity in the counter screen assay.
In vitro antileishmanial activity. Following counter-screening and validation of the original
hits, we chose 20 compounds for further testing on parasites, based primarily on their
inhibitory potency against GDP-MP. We obtained 39 analogues from commercial sources to
develop structure-activity relationships. The structures of the 25 compounds discussed in
more detail below are given in Fig. 4.
We initially investigated whether these compounds affected in vitro survival and proliferation
of wild type L. major promastigotes. GDP-MP knockout parasites are viable in culture,
therefore we were not expecting to see growth inhibition of wild type parasites if the
compounds were specifically targeting parasite GDP-MP. Parasites were incubated for 48h in
the presence of test compounds and their growth rate was compared to that of non-treated
11
controls. Compound 21 showed relatively potent anti-promastigote activity, while three others
(compound 7, 17, 23) displayed leishmaniostatic activity (confirmed by microscopy), whereas
all other compounds had no anti-promastigote activity (data not shown).
We next examined the 20 most potent GDP-MP inhibitors for activity against L. major lesion-
derived ex vivo amastigotes, the clinically relevant form of the parasite. The amastigotes were
purified from lesions of infected hypothymic CBA nu/nu mice (12) and were incubated for
24h in the presence of different concentrations of compounds and their growth rate was
compared to that of non-treated controls. The majority of compounds did not display
significant antileishmanial activity at the concentrations tested, however, 9 compounds
inhibited parasitic growth (Table 1). The most active compounds were compound 20 and
compound 17 with in vitro IC50 of 23.7µM and 25.1µM, respectively. Compounds 24, 3 and
25 were characterized by in vitro IC50 of 52.6µM, 62.3µM and 73.4µM, respectively, whereas
four other compounds demonstrated inhibitory activity only at 100µM. Amphotericin B was
used as a reference antileishmanial agent (IC50 1.5µg/ml) and DMSO used at a range of
concentrations (0.0005-1%) showed no adverse effect on amastigote viability (Table 1).
Human primary fibroblasts were used for the determination of compound toxicity. The 10
compounds tested showed no significant effects on the fibroblasts across the range of
concentrations investigated (Table 1).
Nine compounds with activity against Leishmania lesion-derived amastigotes were also tested
for activity in intracellular assays. Initially, promastigote-infected macrophages (macrophage
invasion assay) were incubated for 48h in the presence of 30µM test compound, a
concentration chosen based on the IC50 of the two most potent compounds in the amastigote
assay. A significant reduction in the number of promastigote-infected macrophages was
observed for compounds 3 (P<0.001), 25 (P=0.003) and 17 (P=0.01), whereas other
compounds showed only moderate activity in this assay (Fig. 5A). An amastigote invasion
12
assay (intracellular drug sensitivity assay) yielded identical results, however, statistically
significant inhibition (P<0.001) was also observed for compounds 6 and 24 (Fig. 5D). Despite
having no adverse effect on human fibroblasts, compounds 20 and 13 displayed an adverse
effect on mouse macrophages at 30µM (data not shown).
Compound 3 showed moderate activity against amastigotes in vitro, but excellent activity in
intracellular drug sensitivity assays. Therefore, we were particularly interested in
comprehensive testing of its efficacy. This compound was further tested in the macrophage
assay at 10, 20, 30 and 40µM, together with purchased structural analogues (compounds 2
and 4) tested at 10, 20 and 30µM. With the exception of compound 2 at 10µM, treatment with
all three compounds at all concentrations tested showed a significant reduction in the number
of infected macrophages (P<0.001), and comparable activity against the ex vivo amastigotes.
This reduction occurred in a dose dependant manner for all 3 compounds, regardless of the
parasite stage used for macrophage invasion, either promastigotes (Fig. 5B) or amastigotes
(Fig. 5E). A third analogue, compound 5, was subsequently synthesized and examined more
thoroughly for activity against amastigotes. As shown in Table 1, this compound displayed
antileishmanial activity against ex vivo amastigotes (IC50=32.6µM) and displayed excellent
selectivity, showing no signs of toxicity to fibroblasts even at concentrations of 100µM.
Compound 5 also showed excellent activity in the macrophage invasion assay (IC50=17.6µM)
(Fig. 5C) or intracellular proliferation assay (IC50=11.7µM) (Fig. 5F). Results of all tests are
summarized in Table 1.
13
DISCUSSION
The pentavalent antimonials such as sodium stibogluconate and meglumine antimoniate have
been recommended for the treatment of leishmaniasis for over 70 years. It is thus not
surprising, that resistance to this class of drugs is increasing, and in some endemic areas their
use is limited due to a lack of efficacy. Second line drugs used in the treatment of
leishmaniasis include aromatic diamidines (Pentamidine) and amphotericin B, but similarly to
the pentavalent antimonials, these drugs are toxic, with severe (sometimes life-threatening)
side effects (22). Since the introduction of miltefosine, at the beginning of this century, which
is the only orally active drug against leishmaniasis, no new antileishmanial compounds have
been approved for human treatment. Therefore, the development of safe, effective and
affordable antileishmanial chemotherapies is a critical global public-health priority.
Leishmania synthesize unique mannose-rich glycoconjugates that are essential for their
survival in the mammalian host. In search of novel antileishmanial compounds, we have
employed a novel high-throughput screen involving a small molecule chemical library of
~80,000 drug-like molecules to identify inhibitors of leishmanial GDP-MP, an important
enzyme in mannose-containing glycoconjugate biosynthesis (8). Several compounds were
identified that inhibited GDP-MP activity with sub-µM or low-µM IC50 and were therefore
worthy of further investigation. We have successfully screened against other parasitic targets
with the guiding philosophy behind the selection criteria for the design of the chemical library
being that lead-like simplicity rather than drug-like complexity is better for furnishing more
optimizable screening hits, which are better starting points for drug development and better
cover diversity space. We have commented in more detail on this elsewhere (17, 18). “Lead-
like” chemical structures have been defined as having simple molecular structures that are
chemically unreactive, synthetically accessible and have “drug-like” properties, that might
14
bind only relatively weakly in the low-µM range to target proteins but that are also highly
optimizable.
Figure 4 depicts the structures of the twenty most potent GDP-MP inhibitors that were tested
for activity against ex vivo amastigotes, along with some purchased or synthesized analogues
that were also investigated further. Eight of the compounds are singletons and belong to their
own structural class. However, the remaining compounds populate three distinct classes:
pyrazinylquinolines (A), thiadiazole-like derivatives (B), and pyrazoline-3,5-diones (C).
Thiadiazole-containing compounds, in particular 1,3,4-thiadiazoles, comprise by far the
biggest group of compounds. Scrutiny of the structures does not yield clear SAR and neither
does potent GDP-MP activity translate to good anti-amastigote activity in vitro. In particular,
we note that almost identical compounds to those discussed here, which belong to the same
sub-class of 1,3,4-thiadiazoles bearing a ring-fused 1,3,4-triazole, have recently been reported
as screening (wet and in silico) hits for p38 MAP kinase (5), factor-inhibiting HIF-1 (23),
CYP17 (2) and shikimate kinase (28). We therefore view these as likely pan assay
interference compounds (3) and in light of this, did not progress these compounds any further.
However, we note that the 1,3,4-thiadiazole heterocycle per se is present in compounds with
good oral bioavailability (14) as well as marketed drugs (4) and it may be that specific sub-
classes of 1,3,4-aminothiadiazoles may be optimizable screening hits while others, such as
those fused with a 1,3,4-triazole, may be pan assay interference compounds.
Of the 20 compounds (initial hits) tested on lesion-derived amastigotes, the nine most active
were tested in a murine macrophage model of L. major infection. The most potent, compound
3, belongs to the quinoline class of GDP-MP inhibitors that we have identified here. As
shown in Fig. 5A and 5D, this compound reduced macrophage infection in a dose-dependent
manner, and by around 70-80% at a concentration of 30µM. This is more efficacious than its
anti-ex vivo amastigote activity might suggest (IC50 62.3µM). While basic compounds such as
15
piperazines can accumulate intracellularly in a parasitological setting (see (17) and references
therein), it is also possible that this apparent discrepancy is simply due to different assay
formats. However, it is also possible that ex vivo amastigotes maintained in axenic media
underwent conversion to the promastigote form, which is not affected by the compounds
tested in this study (data not shown). Previous studies suggested that around 30% of L. major
lesion-derived amastigotes become flagellated while maintained for 24h at 37oC and pH 7.3,
conditions very similar to those in the current study (16). Nevertheless, our data suggest
(unpublished observations) that ex vivo amastigotes maintained in the axenic medium have
the ability to infect dendritic cells, which is lost following 48h incubation at 37oC. This is
consistent with previous reports indicating that amastigotes, but not promastigotes, have the
ability to invade dendritic cells (31). Nonetheless, the results obtained from the intracellular
proliferation assay are of greater importance since they reflect the compound’s activity
against the true clinically relevant form of the parasite, an amastigote proliferating in the
parasitophorous vacuole.
In order to elucidate signs of early SAR for this class of compounds, we obtained two
analogues of compound 3, namely compounds 2 and 4 (structures given in Fig. 4). These
compounds showed similar activity to compound 3 in the intracellular assays and were also
inhibitory in a dose-dependent manner (Fig. 5B and 5E). This suggests that an aryl substituent
on the piperazine ring may be important for activity. In order to test this hypothesis, we made
the truncated analogue (compound 1) shown in Fig 4. In support of the hypothesis that an aryl
substituent is important, compound 1 was completely inactive, providing useful negative
SAR. Such negative SAR is important because it supports the notion that most of the features
of the original hit are essential for activity and that this activity arises from specific
engagement of the test compound with GDP-MP. On this basis, we undertook some limited
medicinal chemistry optimization, which included a number of SAR probes of the piperazinyl
16
aryl substituent. The best of these was compound 5, which bore a para-phenyl ring from the
benzyl group. As shown in Table 1 and Fig. 5C and F, this compound showed good activity
against ex vivo amastigotes and in an intracellular drug sensitivity assay, with IC50 of 32.6µM
and 11.7µM, respectively, and yet was completely non-toxic to fibroblasts at concentrations
as high as 100µM. This compound has been selected for further testing and optimization. The
key to optimizing this compound will be to increase the ligand-binding efficiency (19) by
improving activity without significantly increasing the molecular weight.
Two other classes of compounds showed statistically significant activity in the murine
macrophage model, namely compounds 25 and 17. These belong to phenolic mannich base
and pyrazoline-3,5-dione classes, respectively. Recent analysis of our historical screening
data has shown these compound classes to be problematic in high-throughput screening, in
that they may appear to be genuine hits, but in fact may be selectively protein reactive: in the
former class, via formation of quinone methides and in the latter, by acting as a Michael
acceptor for protein nucleophiles. We have coined the acronym PAINS for such compounds
(Pan Assay Inteference Compounds) and caution readers that these compound classes are
likely to represent poor choices for optimization. In addition, compounds 6 and 24 showed
significant activity in reducing amastigote infection in macrophages. Compound 6 has been
assigned to the problematic thiadiazole category (group B), but in fact it is distinct in structure
from the other compounds in this group that are fused with 1,2,4-triazole. This compound
might still be of potential interest for further optimization, and interestingly resembles the
antihelmintic drug levamisole (32), that also shows putative anticancer efficacy through its
immunomodulatory action (25). Compound 24 belongs to the class of cyanopyridones that we
have found to be PAINS, possibly by being protein reactive and/or redox reactive. Therefore,
we would treat it cautiously as a candidate for further optimization.
17
In general, the compounds identified in the primary screen, which showed excellent inhibitory
activity in the enzyme-based assay were less active in anti-parasite assays. Possible
explanations might be inefficient uptake of the compounds by the parasites, rapid intracellular
degradation or compound exclusion due to permeability constraints. The lack of correlation
between enzyme inhibition and antiparasitic activity was not unexpected, and is not
uncommon when altering assay formats in drug discovery and as such has been reported
previously (29). In addition, without biomarker information for GDP-MP inhibition, it cannot
be ruled out that antiparasitic activity may arise through off-target activity. In any case, it is
unlikely that the non-optimized screening hits would exhibit potent antileishmanial activity
without further iterative rounds of medicinal chemistry optimization of their enzyme
inhibition activity, permeability and solubility. Interestingly, our macrophage invasion assay
using promastigotes for invasion over 5 hours, provided equivalent outcomes to the
intracellular proliferation assay recently labeled as a “gold standard” for in vitro testing of
antileishmanial compounds (30).
Studies using parasites from which the gene for GDP-MP had been deleted, validated GDP-
MP as a drug target that is involved in a biosynthetic pathway essential for parasite survival in
the mammalian host. Given the increasing incidence of leishmaniasis and the need for potent
yet minimally toxic treatment alternatives, identification of several GDP-MP inhibitors
amenable to medicinal chemistry optimization is encouraging and warrants further
investigation. These inhibitors all belong to a class of 4-pyrazin-4-yl quinolines and are drug-
like and selectively toxic towards Leishmania amastigotes.
ACKNOWLEDGMENTS
This work was supported by an NHMRC Project Grant 406631 and by the Program Grant
406601.
18
REFERENCES
1. 2008. Initiative for Vaccine Research - Leishmaniasis. World Health Organization
http://www.who.int/vaccine_research/diseases/soa_parasitic/en/index3.html.
2. Armutlu, P., M. E. Ozdemir, S. Ozdas, I. H. Kavakli, and M. Turkay. 2009.
Discovery of novel CYP17 inhibitors for the treatment of prostate cancer with
structure-based design. Letters Drug Des. Discov. 6:337-44.
3. Baell, J. B., and G. A. Holloway. 2010. New substructure filters for removal of pan
assay interference compounds [PAINS] from screening libraries and for their
exclusion in bioassays. J. Med. Chem. in press.
4. Bertucci, A., A. Innocenti, D. Zoccola, A. Scozzafava, S. Tambutte, and C. T.
Supuran. 2009. Carbonic anhydrase inhibitors. Inhibition studies of a coral secretory
isoform by sulfonamides. Bioorg. Med. Chem. 17:5054-8.
5. Cheeseright, T. J., M. Holm, F. Lehmann, S. Luik, M. Gottert, J. L. Melville, and
S. Laufer. 2009. Novel lead structures for p38 MAP kinase via FieldScreen virtual
screening. J. Med. Chem. 52:4200-9.
6. Cruz, I., J. Nieto, J. Moreno, C. Canavate, P. Desjeux, and J. Alvar. 2006.
Leishmania/HIV co-infections in the second decade. Indian J. Med. Res. 123:357-88.
7. Davis, A. J., and L. Kedzierski. 2005. Recent advances in antileishmanial drug
development. Curr Opin Investig Drugs 6:163-9.
8. Davis, A. J., M. A. Perugini, B. J. Smith, J. D. Stewart, T. Ilg, A. N. Hodder, and
E. Handman. 2004. Properties of GDP-mannose pyrophosphorylase, a critical
enzyme and drug target in Leishmania mexicana. J. Biol. Chem. 279:12462-8.
9. Freeze, H. H., and M. Aebi. 1999. Molecular basis of carbohydrate-deficient
glycoprotein syndromes type I with normal phosphomannomutase activity. Biochim.
Biophys. Acta 1455:167-78.
19
10. Garami, A., and T. Ilg. 2001. Disruption of mannose activation in Leishmania
mexicana: GDP-mannose pyrophosphorylase is required for virulence, but not for
viability. EMBO J. 20:3657-66.
11. Garami, A., A. Mehlert, and T. Ilg. 2001. Glycosylation defects and virulence
phenotypes of Leishmania mexicana phosphomannomutase and dolicholphosphate-
mannose synthase gene deletion mutants. Mol. Cell. Biol. 21:8168-83.
12. Glaser, T. A., S. J. Wells, T. W. Spithill, J. M. Pettitt, D. C. Humphris, and A. J.
Mukkada. 1990. Leishmania major and L. donovani: a method for rapid purification
of amastigotes. Exp. Parasitol. 71:343-5.
13. Handman, E. 1999. Cell biology of Leishmania. Adv. Parasitol. 44:1-39.
14. Hilfiker, M. A., N. Wang, X. Hou, Z. Du, M. A. Pullen, M. Nord, R. Nagilla, H. E.
Fries, C. W. Wu, A. C. Sulpizio, J. P. Jaworski, D. Morrow, R. M. Edwards, and
J. Jin. 2009. Discovery of novel aminothiadiazole amides as selective EP(3) receptor
antagonists. Bioorg. Med. Chem. Lett. 19:4292-5.
15. Hirshberg, M., K. Henrick, L. L. Haire, N. Vasisht, M. Brune, J. E. Corrie, and
M. R. Webb. 1998. Crystal structure of phosphate binding protein labeled with a
coumarin fluorophore, a probe for inorganic phosphate. Biochemistry (Mosc).
37:10381-5.
16. Hodgkinson, V. H., and L. Soong. 1997. In vitro maintenance of Leishmania
amastigotes directly from lesions: advantages and limitations. J. Parasitol. 83:953-6.
17. Holloway, G. A., J. B. Baell, A. H. Fairlamb, P. M. Novello, J. P. Parisot, J.
Richardson, K. G. Watson, and I. P. Street. 2007. Discovery of 2-
iminobenzimidazoles as a new class of trypanothione reductase inhibitor by high-
throughput screening. Bioorg. Med. Chem. Lett. 17:1422-7.
20
18. Holloway, G. A., W. N. Charman, A. H. Fairlamb, R. Brun, M. Kaiser, E.
Kostewicz, P. M. Novello, J. P. Parisot, J. Richardson, I. P. Street, K. G. Watson,
and J. B. Baell. 2009. Trypanothione reductase high-throughput screening campaign
identifies novel classes of inhibitors with antiparasitic activity. Antimicrob. Agents
Chemother. 53:2824-33.
19. Hopkins, A. L., C. R. Groom, and A. Alex. 2004. Ligand efficiency: a useful metric
for lead selection. Drug Discov Today 9:430-1.
20. Kedzierski, L., J. M. Curtis, M. Kaminska, J. Jodynis-Liebert, and M. Murias.
2007. In vitro antileishmanial activity of resveratrol and its hydroxylated analogues
against Leishmania major promastigotes and amastigotes. Parasitol. Res. 102:91-7.
21. Kedzierski, L., R. L. Malby, B. J. Smith, M. A. Perugini, A. N. Hodder, T. Ilg, P.
M. Colman, and E. Handman. 2006. Structure of Leishmania mexicana
phosphomannomutase highlights similarities with human isoforms. J. Mol. Biol.
363:215-27.
22. Kedzierski, L., A. Sakthianandeswaren, J. M. Curtis, P. C. Andrews, P. C. Junk,
and K. Kedzierska. 2009. Leishmaniasis: current treatment and prospects for new
drugs and vaccines. Curr. Med. Chem. 16:599-614.
23. Ko, S., M. K. Lee, D. Shin, and H. Park. 2009. Structure-based virtual screening
approach to the discovery of novel inhibitors of factor-inhibiting HIF-1: identification
of new chelating groups for the active-site ferrous ion. Bioorg. Med. Chem. 17:7769-
74.
24. Lipinski, C. A., F. Lombardo, B. W. Dominy, and P. J. Feeney. 2001.
Experimental and computational approaches to estimate solubility and permeability in
drug discovery and development settings. Adv Drug Deliv Rev 46:3-26.
21
25. Mitchell, M. S. 2003. Combinations of anticancer drugs and immunotherapy. Cancer
Immunol. Immunother. 52:686-692.
26. Oprea, T. I., A. M. Davis, S. J. Teague, and P. D. Leeson. 2001. Is there a
difference between leads and drugs? A historical perspective. J. Chem. Inf. Comput.
Sci. 41:1308-15.
27. Rabello, A., M. Orsini, and J. Disch. 2003. Leishmania/HIV co-infection in Brazil:
an appraisal. Ann. Trop. Med. Parasitol. 97 Suppl 1:17-28.
28. Segura-Cabrera, A., and M. A. Rodriguez-Perez. 2008. Structure-based prediction
of Mycobacterium tuberculosis shikimate kinase inhibitors by high-throughput virtual
screening. Bioorg. Med. Chem. Lett. 18:3152-7.
29. St George, S., J. V. Bishop, R. G. Titus, and C. P. Selitrennikoff. 2006. Novel
compounds active against Leishmania major. Antimicrob. Agents Chemother. 50:474-
9.
30. Vermeersch, M., R. Inocencio da Luz, K. Tote, J. P. Timmermans, P. Cos, and L.
Maes. 2009. In vitro susceptibilities of Leishmania donovani promastigote and
amastigote stages to antileishmanial reference drugs: practical relevance of stage-
specific differences. Antimicrob. Agents Chemother. 53:3855-3859.
31. von Stebut, E., Y. Belkaid, T. Jakob, D. L. Sacks, and M. C. Udey. 1998. Uptake
of Leishmania major amastigotes results in activation and interleukin 12 release from
murine skin-derived dendritic cells: implications for the initiation of anti-Leishmania
immunity. J. Exp. Med. 188:1547-52.
32. Weikert, R. J., S. Bingham, M. A. Emanuel, E. B. Fraser-Smith, D. G.
Loughhead, P. H. Nelson, and A. L. Poulton. 1991. Synthesis and anthelmintic
activity of 3'-benzoylurea derivatives of 6-phenyl-2,3,5,6-tetrahydroimidazo[2,1-
b]thiazole. J. Med. Chem. 34:1630-1633.
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FIGURE LEGENDS
FIG 1. High-throughput screening enzymatic cascade. The assay ultimately detected
production of inorganic phosphate. Inorganic pyrophosphatase was added to the reaction in
excess, to minimize the chance of identifying inhibitors of this enzyme.
FIG 2. Determination of the Km values. Km for M-1-P (A) was determined to be 4.6µM and
Km for GTP (B) was determined to be 1.5µM, as indicated by the dashed lines.
FIG 3. Average control values for compound plates in chronological order of plates screened.
(A) Average positive (squares) and negative (triangles) controls and (B) calculated Z’ values,
for individual library compound plates screened. Z’>0.4 was considered acceptable.
FIG 4. Structures of compound focus sets discussed herein. Three distinct classes can be
discerned: 4-pyrizinylquinolines (A), thiadiazole-like (B), and pyrazolin-3,5-diones (C)
FIG 5. Treatment of L. major-infected, mouse bone marrow-derived macrophages with GDP-
MP inhibitors. (A and D) Infected macrophages were treated for 48h with 30µM of test
compounds. Data are plotted for 7 compounds (two additional compounds tested had adverse
effects on macrophages (see Results section) and were not included); (B and E) Infected
macrophages were treated with various concentrations of compound 3 and its structural
analogues; (C and F) Infected macrophages were treated with different concentrations of
compound 5, Amphotericin B was used as a reference compound. Panels A-C, macrophages
were infected with promastigotes; Panels D-F, macrophages were infected with amastigotes.
The number of macrophages infected with at least one amastigote was determined by
24
microscopy from fixed specimens in duplicates. Assays were performed at least twice in
duplicates. Error bars indicate SEM, * indicated statistically significant difference.
25
TABLE 1. Summary of antileishmanial activity of GDP-MP inhibitors.
Compound # HTS
IC50 (µM) Amastigotes
IC50 (µM) Fibroblasts
CC50 (µM)
Intracellular
Proliferation Assay
IC50 (µM)
1 NT >100 NT NT
2 NT 70.6 NT >30
3 0.58 62.3 >100 21.9
4 NT 62.2 NT >30
5 NT 32.6 >100 11.7
6 0.49 78.04 >100 >30
7 4.45 >100 NT NT
8 2.93 >100 NT NT
9 1.09 >100 NT NT
10 3.53 >100 NT NT
11 1.26 >100 NT NT
12 2.98 >100 NT NT
13 1.37 88.9 >100 NA
14 3.95 >100 NT NT
15 1.05 >100 NT NT
16 10.67 90.7 >100 >30
17 5.75 25.1 >100 >30
18 5.53 96.8 >100 >30
19 7.28 >100 NT NT
20 1.56 23.7 >100 NA
21 8.25 >100 NT NT
22 7.54 >100 NT NT
23 5.31 NT NT NT
24 2.44 52.6 >100 >30
25 4.12 73.4 >100 >30
Amphotericin B NT 1.5 µg/ml NT >0.5 µg/ml
DMSO (%) NT >1 >1 >1
NT, not tested
NA, not available