Abstract
The limited success of recent phenotypic anti-leishmanial drug screening campaigns calls for new screening strategies for the discovery of clinically relevant hits. Here we present such a novel strategy based on physiologically relevant, ex vivo biology. We established high content phenotypic assays that combine primary murine macrophages and lesion-derived, virulent L. donovani and L. amazonensis amastigotes, which we applied to validate previously identified, anti-leishmanial hit compounds referred to as ‘GSK Leish-Box’. Together with secondary screens using cultured promastigotes, our pipeline distinguished stage- and/or species-specific compounds, including 20 hits with broad activity at 10 µM against intracellular amastigotes of both viscerotropic and dermotropic Leishmania. Even though the GSK Leish-Box hits were identified by phenotypic screening using THP-1 macrophage-like cells hosting culture-derived L. donovani LdBob parasites, our ex vivo assays only validated anti-leishmanial activity at 10 µM on intra-macrophagic L. donovani for 23 out of the 188 GSK Leish-Box hits. In conclusion, our comparative approach allowed the identification of hits with broad anti-leishmanial activity that represent interesting novel candidates to be tested in animal models. Physiologically more relevant screening approaches such as described here may reduce the very high attrition rate observed during pre-clinical and clinical phases of the drug development process.
Subject terms: Phenotypic screening, Parasitic infection
Introduction
Leishmaniases are neglected diseases caused by protozoan parasites of the genus Leishmania that are transmitted by the bite of female Phlebotomine sandflies. Almost 1 billion people are at risk of infection in close to 100 endemic countries throughout the tropical and subtropical regions of Africa, Asia, the Mediterranean countries and South and Central America1. Leishmaniasis clinical manifestations range from self-healing cutaneous lesions with possible mucosal dissemination to severe visceral forms, causing death if untreated.
In the absence of efficient reservoir and vector control strategies, and of preventive or therapeutic human vaccines, the mainstay of current intervention strategy to limit the disease is chemotherapy. Leishmaniases remain the only trypanosomatid diseases for which therapeutics are largely based on repurposed drugs, including antifungal (amphotericin B), anticancer (miltefosine), antibiotic (paromomycin) and antimalarial (sitamaquine) molecules2,3. However, all current treatments are limited and show serious drawbacks, including high cost that are prohibitory for resource-limited countries, poor compliance due to constraining mode of administration4, poor safety with important adverse effects due to toxicity5, treatment failure and drug resistance6. Similarly, current efforts to overcome the drug resistance by developing drug combination therapies7,8 may fail in light of the identification of an L. infantum strain that gained resistance against antimony and amphotericin B9. Multi-drug resistance was also documented in Indian field isolates10, and was confirmed experimentally by the in vitro selection of L. donovani parasites showing resistance to different drug combinations and even cross-resistance to unrelated drugs11. Combination therapy therefore may be of only limited use, raising important concerns on the current policy to promote this strategy. This alarming situation and the small number of novel therapeutic molecules available in the drug discovery pipeline signal the urgent need for the discovery of novel candidate drugs and drug targets for Leishmaniases.
The creation of various private-public partnerships in the last decades dedicated to anti-parasitic drug discovery directly responds to this need. Unfortunately, the establishment of novel screening methodologies and the availability of large compound libraries for screening campaigns did not yet translate into new therapeutics, raising questions on the suitability of protocols and pipelines used. A common strategy for compound screening is the use of host cell-free parasites, i.e. promastigotes or axenic amastigote forms, which are easy to handle and inexpensive to grow, thus allowing for high-throughput (HT), automatized, micro-well plate-based screening12. However, the biological relevance of such assays may be called into question given (i) the extensive genetic instability and virulence attenuation observed in cultured parasites13–15, and (ii) the biological differences in for example infectivity between axenic and bona fide, tissue-derived amastigotes16. The physiological targets of chemotherapy are proliferating and intracellular amastigotes. Various screening campaigns tried to simulate this stage using axenic amastigote parasitesincubated with immortalized, macrophage-like cell lines17,18, thus falling short in terms of biological relevance and infectivity. These screening conditions may explain the limited success of these efforts to yield novel, validated hit compounds. Although current portfolios contain some new candidate leads, some of which have been identified using phenotypic screens, screening methodology still needs to be improved to correspond closer to the biology of clinical infection and to consider intra-species and inter-species variability in parasite tropism, drug susceptibility and intracellular infection.
Conceivably, screening systems that do not respect the physiology of Leishmania infection may be less predictive for in vivo drug efficacy causing a high attrition rate during pre-clinical or clinical phases of the drug discovery pipeline. To increase the number of clinically relevant hits, we propose here a new procedure using an ex vivo strategy and performing parallel, comparative screening campaigns with different Leishmania developmental stages and Leishmania species. Our assay combines i) biologically relevant phenotypic High Content Assays (HCA) based on primary macrophages infected with virulent, animal-derived amastigotes from dermotropic or viscerotropic Leishmania species, and ii) viability assays on promastigotes from both Leishmania species. We applied our procedure to evaluate 188 hit compounds previously identified in a phenotypic, high-throughput capable screen using THP-1 cells and the avirulent L. donovani-LdBob strain18. Our results uncovered important stage- and species-specific differences in compound efficacy, and validated only a few hits from the original screen, thus emphasizing the importance of the assay’s biology in hit discovery. Our protocol revealed five compounds with activity at 1 µM or below against both L. donovani and L. amazonensis intramacrophagic amastigotes. These hit compounds present similar scaffolds already known to exhibit anti-leishmanial activity, thereby validating our screening approach as a fertile new platform for the future discovery of pan-active, anti-leishmanial drug candidates.
Results
Development, validation and optimization of a physiologically relevant phenotypic assay for Leishmania donovani
Previous L. donovani screens were largely performed using either immortalized host cells and culture-adapted promastigote parasites or axenic amastigotes whose morphology, differentiation state, proteome and infectivity do not correspond to bona fide amastigotes16, which are the biologically relevant, ultimate target of chemotherapy. To increase the rate of hits targeting the clinically relevant, intracellular stage of L. donovani, we have developed a novel phenotypic High Content Assay (HCA) based on mouse primary macrophages that are infected with bona fide, tissue-derived L. donovani amastigotes. After 6 days of CSF-1-dependent differentiation from bone marrow progenitors, bone marrow-derived macrophages (BMDM) were collected and seeded into 384-well plates, then incubated with amastigotes that were purified from hamster-infected tissue. After a few hours, no extracellular amastigotes could be detected and the percentage of infected BMDMs remained constant during the 3-day HCA in control conditions without compound (data not shown). Twenty-four hours PI, compounds and controls - including DMSO vehicle - were added for a 3 days incubation period before fixation and immuno-staining, followed by image acquisition and analysis (Fig. 1A). Under these experimental conditions, amastigotes showed robust intramacrophagic proliferation16 inside LAMP1+ parasitophorous vacuoles (PV) that can be tracked and quantified during drug treatment (Fig. S1). In contrast to a previous HCA we established for L. amazonensis19 (Fig. S2) and for which the main readout of infected macrophages was the presence of large communal PVs stained with a fluorescent acidotropic probe, the L. donovani HCA readout was strictly dependent upon the number of individual, immuno-stained parasites. As a consequence, image acquisition was carried out at 40x magnification compared to 10x magnification used for the L. amazonensis HCA (Fig. 1B1). Applying an optimized, Columbus-embedded segmentation script on immunofluorescence images of fixed cells, we visualized and quantified (i) macrophages using the cytoplasmic staining HCS CellMaskTM, (ii) macrophage and parasite nuclei using the nuclear dye Hoechst 33342, and (iii) intracellular parasites stained with an anti-Leishmania immune serum (Figs 1B2–1C3, S3). These readouts allowed automated assessment i) of compound toxicity by monitoring the number of host cells in comparison to DMSO controls, and ii) of compound anti-leishmanial activity by monitoring the number of amastigotes per macrophage, with activity being expressed as percentage of amastigote burden. A combination of both readouts classified compounds into active, weakly active, inactive, or toxic (Fig. S4).
Validation of optimized HCA
We first optimized our assay with respect to the number of BMDMs plated per well, the number of parasites per BMDM, and the number of acquisition fields. As expected, cell density and MOI had a strong impact on infection efficiency, which ranged from 42.4% of infected macrophages containing an average of 2.8 parasites per cell (MOI of 3:1, 20,000 cells per well) to 89.7% of infected macrophages averaging 9.7 parasites per cell (MOI of 9:1, 40,000 cells per well) (Fig. 2A). While both AmB and DMSO vehicle showed some toxicity toward the host cell (Fig. 2B), changes in the MOI had a clear impact on drug efficacy, with a higher parasite clearance observed with AmB in macrophages infected with an MOI of 1:3 or 1:6 compared to 1:9 (Fig. 2C). Finally, we showed that reducing the number of acquisition fields from 285, representing an entire well, to 30 did not have an impact on parasite (Fig. S5A) and macrophage (Fig. S5B) quantification, with a strong correlation of parasite burden observed between both conditions (Fig. S5C). Thus, limiting the image acquisition step to 30 fields significantly accelerates the screening procedure without challenging its robustness. In conclusion, we used a seeding density of 20,000 macrophages per well, a MOI of 6:1, and an image acquisition of 30 fields per well as optimized settings to assess further the anti-leishmanial activity of Leish-Box compounds.
Anti-leishmanial activity of Leish-Box compounds on intramacrophagic amastigotes
In 2015, GlaxoSmithKline (GSK) carried out an HT screening on 1.8 million compounds combining a primary phenotypic screen using cultured, axenic amastigotes of the experimental lab strain L. donovani LdBob (MHOM/SD/62/1S-CL2D, LdBob)20, and a secondary phenotypic screen using LdBob-infected THP-1 cells. This screening has identified 192 compounds with antileishmanial activity that are referred to as the “Leish-Box”18. We applied our improved, ex vivo assay to assess anti-leishmanial activity of 188 of these compounds (Table S1) on virulent, tissue-derived L. donovani amastigotes in primary mouse macrophages. As suspected from the biological differences between the GSK in vitro procedure and our ex vivo assays, the vast majority of Leish-Box compounds were inactive in our system when used at 1 µM final concentration but also at 10 µM (Fig. 3A, grey zone). POC values, i.e. Percent Of Control values, representing the parasite viability compared to DMSO control for these compounds were all above 60% (Fig. 3B, grey symbols). Only 23 and 7 compounds demonstrated strong anti-leishmanial activity (active compounds) at 10 and 1 µM, respectively, with POC values below 50% (Fig. 3B, blue symbols). These compounds caused a reduction of parasite burden similar to the AmB positive control (Fig. 3B, red symbol, and Fig. 3C). Seven and two compounds showed weak activity at 10 and 1 µM, respectively, with POC values between 50 and 60% (Fig. 3B, purple symbols), which nevertheless cleared infection in a majority of cells (Fig. 3C). A small number of compounds (one at 10 µM and one at 1 µM) were quite toxic for the host cells but still considered active as they strongly reduce the number of intracellular parasites in remaining living macrophages (Fig. 3B, orange symbols). Finally, 36 and 9 compounds were highly toxic for the macrophages at 10 and 1 µM, respectively, causing loss of more than 50% of the macrophages compared to the DMSO controls. These results illustrate that the physiology of the assay has a major impact on compound action, with observed differences in host cell toxicity and anti-leishmanial activity between assays likely caused either by differences in host cell or parasite biology. Alternatively, differences in host cell numbers, parasite MOI, incubation time with compounds, magnification, numbers of analyzed cells, and biological activity threshold used for compound classification may contribute to the differences observed between assays.
Anti-leishmanial activity of Leish-Box compounds on cultured promastigotes
For determining stage-specific activity, we next tested the Leish-Box compounds against L. donovani promastigotes in culture using a resazurin reduction assay to monitor parasite viability as a correlate for anti-leishmanial activity. At 20 µM, 168 compounds showed a strong anti-leishmanial activity with POC values lower than 50% (Fig. 4A, blue symbols). Only 6 compounds did not show any effect and 14 compounds showed a weak activity on promastigote viability (Fig. 4A, grey and purple symbols, respectively). These proportions were progressively inverted when compounds were tested at 4 and 0.8 µM, revealing respectively 109 and 27 compounds with strong activity (Fig. 4A–C, Table 1). These included 16 compounds showing an EC50 below 1 µM (data not shown), with the compound TCMDC143295 presenting the best anti-leishmanial activity with an EC50 of 80 nM. In conclusion, from the 188 compounds tested, 134 compounds showed anti-leishmanial activity against L. donovani promastigotes in the micromolar range. These data suggest that the original screen may have targeted extracellular parasites or poorly differentiated intracellular parasites rather than fully differentiated intracellular and cell-cycling amastigotes, for which a different susceptibility to drugs has otherwise been demonstrated21,22.
Table 1.
Active | Weakly Active | Inactive | |
---|---|---|---|
POC < 50% | 50% < POC < 80% | POC > 80% | |
20 µM | 168 | 14 | 6 |
4 µM | 109 | 25 | 54 |
0,8 µM | 27 | 32 | 129 |
Anti-leishmanial Leish-Box compounds show stage- and species-specific activity
Comparison of the phenotypic screening results obtained with intracellular amastigotes and cultured promastigotes of L. donovani allowed us to distinguish four categories of compounds (Fig. 5A): i) inactive in both assays (59 compounds, grey symbols), ii) toxic for promastigotes but inactive against intramacrophagic amastigotes (62 compounds, pink symbols), iii) active only on intramacrophagic amastigotes (7 compounds, orange symbols), and iv) active on both Leishmania developmental stages (24 compounds, blue symbols). A similar pattern was obtained with the dermotropic L. amazonensis strain (Fig. 5B). Additionally, 5 and 3 compounds that were inactive against both L. donovani developmental stages displayed anti-leishmanial activity against L. amazonensis intramacrophagic amastigotes or promastigotes, respectively. Conversely, 10 active compounds against both stages of L. donovani (Fig. 5A, blue circles) were only active against L. amazonensis promastigotes (Fig. 5B, right quarters). Comparing compounds showing activity at 10 µM against either L. donovani or L. amazonensis amastigotes further allowed us to distinguish species-specific from broadly active compounds, revealing 28 compounds that target intramacrophagic amastigotes of both dermotropic and viscerotropic Leishmania species (Fig. 5C, lower left quarter, Fig. S6). Only three compounds with weak activity against L. donovani amastigotes were not active on L. amazonensis amastigotes (lower right quarter). Twenty-five compounds that were inactive against L. donovani amastigotes efficiently killed intramacrophagic L. amazonensis (upper left quarter). Finally, 88 compounds were considered inactive against amastigotes of both Leishmania species (upper right region). Only five compounds showed anti-leishmanial activity at the micromolar range on both Leishmania species with EC50 values in L. donovani HCA ranging between 0.48 µM and 6.88 µM (Fig. 6), emphasizing the importance of using physiologically relevant screening systems and parasite strains for the discovery of broadly active, anti-leishmanial hits.
Discussion
Here we present a novel phenotypic screening strategy that relies on ex vivo biology, using bone marrow-derived macrophages infected with lesion-derived amastigotes of old world, viscerotropic Leishmania donovani Ld1S or new world, dermotropic Leishmania amazonensis LV79 strains. We applied these systems to validate the previously established Leish-Box hit library, representing 188 compounds that showed activity at 5 µM in the human macrophage-like cell line THP-1 infected with L. donovani LdBob axenic amastigotes. While 134 hits showed anti-leishmanial activity at 4 µM against Ld1S L. donovani promastigotes, only 31 hits were confirmed against intramacrophagic amastigotes at 10 µM in our screen (either active, active-toxic or weakly active). We identified 20 hits with high activity against both intracellular L. donovani and L. amazonensis amastigotes at 10 µM, five of which showed activity even at 1 µM, thus representing promising candidates for future lead development. Despite various differences between our ex vivo and previous in vitro screening assays in number of cells seeded per well, incubation time (reduced by 24 hours in our assay), MOI and hit definition, our results open important questions on the impact of host cell and parasite biology on the outcome of phenotypic drug screening efforts and the species- and strain-specific activity we observed for certain anti-leishmanial compounds. Of note, our method uses a model that incorporates physiologically relevant conditions, an important consideration in biological screening campaigns.
Due to technical constraints associated with ex vivo material, such as limited access to bulk quantities of bone marrow-derived macrophages or hamster-derived L. donovani amastigotes, most high throughput screening campaigns were conducted using THP-1 cells and the culture adapted L. donovani strain LdBob17,18,23. Even though this system provides obvious advantages with respect to amount and purity of the in vitro generated material, the physiological relevance of both the host cell and the parasite can be questioned, which is the most likely explanation for the low validation rate of Leish-Box hits in our ex vivo screening system. THP-1 is a human leukemia monocyte cell line established in the 1980s that can acquire a macrophage-like phenotype after stimulation with phorbol-12-myristate-13-acetate (PMA), 1α, 25-dihydroxyvitamin D3 (vD3) or macrophage colony-stimulating factor (M-CSF)24,25. The malignant background of these cells causes important differences in gene expression, immune activation and cellular phenotype compared to bona fide macrophages, and variations in differentiation protocol between laboratories can introduce major bias26,27, a concern that is further aggravated by the genomic instability often associated with tumor cell lines that evolve in different lab environments, as recently shown for HeLa cells28–31.
Likewise, LdBob parasites20 have been cultured over decades and have lost the ability to proliferate inside bona fide macrophages or cause lethal visceral leishmaniasis in the experimental hamster infection16, with virulence attenuation resulting from the multiple genomic deletions observed by us and others that affect gp63 and various biopterin transporters32 (data not shown) shown to be essential for parasite infectivity33,34. This important genomic difference with the parental, virulent Ld1S isolate can be explained by the intrinsic genetic instability of these parasites13 and their selection for fitness gains during long-term culture. In addition, this strain underwent several sub-cloning procedures to select for its unique capacity to grow at 37 °C in a host-free (axenic) manner, adopting features similar to amastigotes, such as oval shape or retraction of the flagella35. All recently published HT screening results employed these axenic amastigotes as a correlate for bona fide amastigotes either for primary in vitro screens on extracellular parasites or for the infection of THP-1 cells to conduct intracellular screens17,18,23,36. Even though axenic amastigotes represent an interesting model system to study the parasite response to stress linked to amastigote differentiation37,38, the constitutive stress response observed in this purely experimental stage and its profound differences to bona fide amastigotes with respect to transcript output, protein expression, morphology and intracellular proliferation16,39 raises major concerns to employ these parasites for drug screening campaigns. Another concern associated with the use of LdBob is its capacity to grow extracellularly at 37 °C40. Continuous reinfection during the phenotypic screening procedure would make it impossible to distinguish if reduced intracellular parasite burden is due to direct compound action on intracellular parasites or an indirect action on extracellular growing parasites. This problem has been none the less recently addressed by modifying the THP-1 HTS protocol supplementing the culture medium with horse serum, which has been suggested to eliminate extracellular parasites41. Our screening indeed validated most of the Leish-Box hits on extracellular promastigotes but not intracellular amastigotes, an observation that confirms that previous screening results are compromised either by phenotypic limitations of the axenic system, extracellular parasite growth, the lack of proper intracellular parasite development into amastigotes or a combination of all of these aspects.
Nevertheless, despite the low validation rate, our comparative screening approach applied on the Leish-Box hit library yielded interesting hits. First, we identified five compounds that kill both intracellular L. donovani and L. amazonensis amastigotes despite the very important differences in the biology of these evolutionary very distant parasites and their interaction with the host macrophage residing in individual or communal parasitophorous vacuoles, respectively. Four of these hits contain nitro-aromatic moieties, as nifurtimox and benznidazole, two drugs used for Chagas’ disease therapy. Those compounds could be pro-drugs activated by parasite nitro-reductases, rendering them toxic. The last hit of the list has chemical similarities to methotrexate and could be an antimetabolite of the antifolate type. Second, a majority of hits were specific to either viscerotropic L. donovani or dermotropic L. amazonensis, an observation that is reminiscent to previous studies showing species-specific susceptibility to various reference drugs42. In this context, recent data by Hefnawy and colleagues showed the importance to also consider clinical isolates in secondary screens as they revealed different susceptibility profiles to Leish-Box compounds43. Less than 50% of the compounds active on LdBOB showed activity against the field isolates. Our screen also revealed a small number of compounds that showed host cell toxicity only in L. donovani or L. amazonensis infected BMDMs, demonstrating that differences in species-specific parasite biology and host interaction44 need to be considered for the cure of different forms of leishmaniasis as previously suggested45–49. Finally, we observed a large number of hits that showed stage-specific activity. Conceivably, promastigote-specific compounds either target stage-specific, essential pathways or fail to cross the various membranes to attain intracellular amastigotes. Likewise, the amastigote-specific activity of various compounds may be explained either by their stage-specific action, or by a requirement for host metabolic processing for their anti-leishmanial action. Given that the Leish-Box hit discovery pipeline included an initial screening step on axenic amastigotes18, it seems unlikely that these compounds represent host-directed hits as discussed recently in Lamotte et al.50. Additionally, the use of promastigotes is considered compulsory in MOA studies of anti-leishmanial hits as it allows to apply biochemical and genetic drug target deconvolution methods for parasite target identification.
In conclusion, both host cells and parasites phenotypes are crucial variables that need to be considered in cell-based screening campaigns. Conceivably, the use of avirulent parasites that fail to establish a productive intracellular infection and the use of immortalized host cells with intrinsic anti-apoptotic properties ultimately can select for false positive hits that fail subsequent validation in pre-clinical models. Physiologically more relevant ex vivo screening systems such as presented here, employing virulent amastigotes that proliferate inside bona fide macrophages, can likely overcome this problem. Ultimately, combining these assays with ADMET studies and in vivo assays using relevant animal models of leishmaniasis will reduce the very high attrition rate observed for current hit libraries in pre-clinical validation, thus accelerating the lead discovery process. The major challenge for future screening campaigns lies in miniaturizing such ex vivo systems, which can only be used by now as confirmatory assays, to render them high through put capable, for example by scaling down the amount of required biological material using microfluidic devices and scaling up the through put using DNA- or peptide-linked compound libraries for combinatorial screening51,52.
Methods
Animals
Female Golden Syrian hamsters (Mesocricetus auratus RjHan:AURA) weighing 60–70 g, six-week-old female BALB/c ByJRj mice and Swiss nu/nu mice were purchased from Janvier Laboratories (Le Genest-Saint-Isle, France), and handled under specific pathogen-free conditions in a A3 animal facilities accredited by the French Ministry of Agriculture for performing experiments on live rodents (agreement A 75-15-01-2). Work on animals was performed in compliance with French and European regulations on care and protection of laboratory animals (EC Directive 2010/63, French Law 2013-118, February 6th, 2013). All experiments were approved by the Ethics Committee “Comité d’éthique en matière d’expérimentation animale de l’Institut Pasteur (#89)” and registered under the reference 2013-0092.
Parasites
Leishmania donovani strain Ld1S (MHOM/SD/62/1S-CL2D) and L. amazonensis strain LV79 (MPRO/BR/1972/M1841) expressing mCherry were propagated in hamsters and Swiss nu/nu mice, respectively. Amastigotes were purified from cutaneous lesions (LV79) and livers (Ld1S) of infected animals16,19. Promastigotes were differentiated from animal-derived amastigotes and maintained in modified M199 culture medium as described16 but with substantial modifications including absence of detergent and the use of the gentle MACS Dissociator for dissociating infected tissues.
Mouse primary macrophages
Primary mouse macrophages were prepared as described19. Briefly, bone marrow cells were recovered from BALB/c mice and were resuspended in complete DMEM medium (PAN Biotech) supplemented with 75 ng/ml of recombinant mouse CSF-1 (ImmunoTools). Cells were distributed in hydrophobic Petri dishes (Greiner 664161, 1,5 × 107 in 11 ml) and incubated at 37 °C in a 7.5% CO2 air atmosphere for 6 days (with mCSF-1 supplemented medium added at day 3).
Screening procedures
Bone marrow derived macrophages (BMDMs) at day 6 of differentiation were resuspended in complete medium supplemented with CSF-1 (25 ng/ml) and deposited in 384 well plates (culture-treated, flat-optically clear bottom, Cellcarrier plate, PerkinElmer). Five hours later purified Am were added. The cell density and the multiplicity of infection (MOI) were adjusted to the assay conditions as indicated in figure legends.
Treatment and controls for intracellular amastigote screening
One day after macrophage infection, Leish-Box compounds dissolved in DMSO were added for 3 days at 10 or 1 μM final concentration resulting in a 1% DMSO final concentration. Each compound was tested in quadruplicates. Controls included mock (no liquid added), vehicle control (DMSO), positive control (anti-leishmanial amphotericin B, AmB), and cytotoxicity control (cycloheximide, Cyclo).
Compound library
Leish-Box contains 192 compounds that have been shown to present anti-leishmanial activity against L. donovani18 but, only 188 were made available for the present study. Compounds are from the 1.8 million GSK HTS screening collection. Distribution of BMDMs, amastigotes and compounds were performed using a robotic platform (Zephyr, Caliper, Perkin Elmer).
HCS for intracellular L. amazonensis amastigotes
The high content assay used to assess the anti-leishmanial activity against intramacrophagic amastigotes of L. amazonensis has been described elsewhere19. Briefly, after 3 days of co-incubation with compounds, BMDM nuclei and parasitophorous vacuoles (PVs) were stained with Hoechst 33342 (Invitrogen Molecular Probes, 12 µM) and LysoTracker Green (Life Technologies, DND-26, 1 µM), respectively. Acquisition of images was performed on live cell cultures.
HCS for intracellular L. donovani amastigotes
The high content assay used to assess the anti-leishmanial activity against intramacrophagic L. donovani amastigotes corresponds to the L. amazonensis HCS protocol up to the drug incubation step. Then, BMDM cultures were fixed with 4% paraformaldehyde solution in PBS for 1 hour at room temperature, washed with PBS, blocked with 50 mM NH4Cl-PBS for 15 min, and saturated for 30 min with saponin-PBS (0.1 mg/ml) containing 5% normal goat serum. All washing steps were performed with saponin-PBS. Cells were incubated for 45 min with saponin-PBS with 0.25% gelatin and an immune serum obtained from a L. donovani infected hamster (dilution 1/1000), washed twice, and further incubated for 45 min with saponin-PBS containing 0.25% gelatin and 2 µg/ml conjugated AlexaFluor 488 goat anti hamster IgG (Jackson ImmunoReasearch). Finally, after additional washing, Hoechst 33342 (5 µg/ml) and HCS CellMask Blue stain (HCS, Invitrogen Molecular Probes, 2 µg/ml) were added for 30 min at room temperature, washed twice with PBS and stored at 4 °C until acquisition. For hit compounds EC50s were calculated using SigmaPlot software (four parameter logistic equation) following application of a range of concentrations (from 10 to 0.16 µM) performed in duplicates.
Image acquisition and analysis
Images of macrophage cultures were acquired using the automatic Opera QEHS confocal imaging system (Perkin Elmer Technology). For the L. donovani HCA, a 40x water objective and two lasers (488 nm for immuno-stained parasites; 405 nm for Hoechst-stained parasite and macrophage nuclei, and HCS-stained macrophage cytoplasm) were used for acquiring 285 fields for the entire well or 30 fields per well in routine HCA conditions. For L. amazonensis HCA, a 10x air objective and three lasers (561 nm for mCherry-expressing parasites; 488 nm for LysoTracker-containing PVs; 405 nm for Hoechst-stained macrophage nuclei) were used to acquire images from entire wells (15 fields).
Images were transferred to the Columbus Conductor™ Database (Perkin Elmer Technologies) and analyzed using the integrated Image analysis building blocks. For L. donovani HCA, we developed a new script based on object segmentation subroutines detecting successively the macrophage nucleus, the macrophage cytoplasm, the parasites and their nuclei, with their associated features (number, size and object intensity). All methods used for segmentation are described in the Columbus Manuel. Analysis was simplified by only taking into account the number of macrophages and the number of amastigotes per macrophage, which was the common way to estimate the anti-leishmanial activity in screening campaigns. For the sake of clarity, both toxicity against host cells and activity against the parasites of tested compounds were normalized to DMSO-treated controls and expressed as percent of DMSO controls. The viability index is calculated by establishing a ratio of macrophage numbers between compound- and DMSO-treated cells, while the anti-leishmanial activity is represented by the number of amastigotes per macrophage. Compounds causing a 50% or higher reduction of macrophage density were considered toxic. Depending on their parasite viability values expressed as percentages of DMSO control (POC), non-toxic compounds were classified as inactive, weakly active or active for POC above 60%, between 60 and 50% or less than 50%, respectively. Finally, compounds that presented POC values lower than 10% but that also reduced the macrophage density by 40 to 50% were considered as active toxic. Analysis of our biological data showed low standard deviations for all non-toxic, replicate compounds, with standard deviation medians of 9,43% and 15,50% for macrophage and amastigote per macrophage numbers, respectively. For the L. amazonensis HCA, we applied the method we described previously19. Quantitative values obtained for host cell and parasite numbers were exported to Excel and SigmaPlot for further analysis and graphical representations.
Viability assay for Leishmania promastigotes
Anti-leishmanial activity of compounds was evaluated using an adapted resazurin reduction assay53 with cell-cycling promastigotes from logarithmic growth phase. Compounds were tested in quadruplicates at 20, 4 and 0.8 μM at 26 °C in 384-well plates. DMSO vehicle and AmB (1 μM) were used as controls. Two days later, resazurin was added (10 μL per well at 25 μg/mL) and fluorescence intensity was measured 24 h later using a Tecan Safire 2 reader (excitation 558 ± 4.5 nm; emission 585 ± 10 nm). Following background subtraction (complete parasite culture medium with resazurin in absence of parasites), data were expressed as percentages of growth compared to DMSO-treated controls (POC).
Supplementary information
Acknowledgements
The authors would like to thank Dr. Julio Martin, head of Parasite Chemotherapy at GSK Diseases of the Developing World (GLAXOSMITHKLINE INVESTIGACIÓN Y DESARROLLO, S.L.) for providing the Leish-Box compounds. The UtechS PBI is grateful for support from the French Government (L’Agence nationale de la recherche (ANR)) programmes: Investissements d’Avenir programme (‘Laboratoire d’Excellence Integrative Biology of Emerging Infectious Diseases’; grant ANR-10-LABX-62-IBEID and ‘Laboratoire Revive’; grant ANR 10-LBX-73-REVIVE); France BioImaging (FBI; grant ANR-10-INSB-04-01), the Région Ile de France (Domaine d’intêret majeur Innovative technologies for life sciences, DIM 1HEALTH) and the GIS IBiSA (Infrastructures en biologie santé et agronomie) and the Institut Pasteur. S.L., G.F.S. and E.P. are funded by Institut Pasteur and INSERM U1201 and were also supported by the FP7 A-ParaDDisE program funded under the European Union’s Seventh Framework Programme (grant agreement 602080) and the Agence Natioinale de Recherche (ANR) Pathomethylome project (ANR-15-CE12-0020-02). SL is a PhD student from the Université Paris Diderot, Sorbonne Paris Cité. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Author Contributions
S.L., G.F.S. and E.P. designed the study. S.L. and E.P. performed the experiments. N.A. assisted with methodology and contributed microscopy expertise. S.L., G.F.S. and E.P. wrote the first draft of the manuscript, and all authors contributed to the editing of the revised manuscript, and approved the final version.
Competing Interests
The authors declare no competing interests.
Footnotes
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Change history
7/9/2019
A correction to this article has been published and is linked from the HTML and PDF versions of this paper. The error has been fixed in the paper.
Contributor Information
G. F. Späth, Email: gerald.spaeth@pasteur.fr
E. Prina, Email: eric.prina@pasteur.fr
Electronic supplementary material
Supplementary information accompanies this paper at 10.1038/s41598-018-36944-6.
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