Abstract
The apicomplexan parasites Cryptosporidium and Toxoplasma are serious threats to human health. Cryptosporidiosis is a severe diarrheal disease in malnourished children and immunocompromised individuals, with the only FDA-approved drug treatment currently being nitazoxanide. The existing therapies for toxoplasmosis, an important pathology in immunocompromised individuals and pregnant women, also have serious limitations. With the aim of developing alternative therapeutic options to address these health problems, we tested a number of benzoxaboroles, boron-containing compounds shown to be active against various infectious agents, for inhibition of the growth of Cryptosporidium parasites in mammalian cells. A 3-aminomethyl benzoxaborole, AN6426, with activity in the micromolar range and with activity comparable to that of nitazoxanide, was identified and further characterized using biophysical measurements of affinity and crystal structures of complexes with the editing domain of Cryptosporidium leucyl-tRNA synthetase (LeuRS). The same compound was shown to be active against Toxoplasma parasites, with the activity being enhanced in the presence of norvaline, an amino acid that can be mischarged by LeuRS. Our observations are consistent with AN6426 inhibiting protein synthesis in both Cryptosporidium and Toxoplasma by forming a covalent adduct with tRNALeu in the LeuRS editing active site and suggest that further exploitation of the benzoxaborole scaffold is a valid strategy to develop novel, much needed antiparasitic agents.
INTRODUCTION
Cryptosporidium and Toxoplasma are important protozoan pathogens of humans. Cryptosporidium species cause acute gastrointestinal infections in young children, leading to high morbidity in developing countries (1–4). About 15 different species have been identified in human infections, although Cryptosporidium parvum and Cryptosporidium hominis are the primary pathogens (1). In a recent large study at seven sites in Asia and Africa, Cryptosporidium was the second most common attributable cause of moderate-to-severe diarrhea in children under 2 years of age (2), a disease that, according to a WHO 2016 report, causes 18% of the deaths in children under 5 years. Cryptosporidium also causes serious outbreaks due to the resistance of the parasite to chlorine or other disinfectants (3). An outbreak in Milwaukee, WI, in 1993 affected almost half a million people (5). Additionally, it can be a life-threatening pathogen in immunocompromised individuals, especially those with advanced AIDS (1). Nitazoxanide, the drug recommended for the treatment of cryptosporidiosis, has very limited efficacy in both malnourished and immunocompromised individuals (6). Toxoplasma gondii infects animals and humans, with about 30% of people carrying the parasite, mostly in its latent form (7, 8). T. gondii is a common cause of serious congenital infections, resulting in both severe fetal disease and subsequent illnesses in children and adults. Toxoplasmosis also causes serious illnesses in immunocompromised individuals, including encephalitis, chorioretinitis, pneumonitis, and myocarditis (9, 10). For the drugs currently used to treat toxoplasmosis, long courses of therapy are required, and their use is often limited by side effects (11, 12). Importantly, there is no available drug with efficacy against the slowly growing bradyzoite stage of the parasite, which forms tissue cysts in deep organs, such as the brain, and can reactivate years after initial infection (13).
Despite the seriousness of cryptosporidiosis and toxoplasmosis, interest in the development of new drugs targeting these pathogens has been limited (14), as evidenced by the absence of new drugs in clinical trials (www.clinicaltrials.gov). To identify new molecules with activity against Cryptosporidium, we tested several benzoxaborole compounds, building on the known activity against fungal and bacterial aminoacyl-tRNA synthetases (AARSs) of some compounds of this class (15, 16). AARSs play an essential role in protein synthesis by charging tRNAs with their cognate amino acids (17). Despite the fact that homologous proteins exist in humans, AARSs are good targets for antimicrobial drug design, since structural and sequence divergences can be exploited to enhance specificity and avoid toxicity (18, 19). Indeed, AARSs are validated drug targets, with several AARS inhibitors demonstrating medical applications (reviewed in references 18, 20, and 21).
The discovery of tavaborole, a small benzoxaborole approved for use for the topical treatment of onychomycosis (22), as a fungal leucyl-tRNA synthetase (LeuRS) inhibitor (16) led to the development of 3-aminomethyl derivatives that are effective in vivo against Gram-negative bacteria (15). Here, we present evidence, based on cell-based models of infection, biophysics, and X-ray crystallography, that a 3-aminomethyl benzoxaborole (AN6426) is active against C. parvum and T. gondii through inhibition of LeuRS and that further exploitation of this novel mechanism of action could lead to new antiparasitic agents.
MATERIALS AND METHODS
Fluorescence microscopy assays to test activity against C. parvum in MDCK cells.
The compounds (S)-3-(aminomethyl)-4-chloro-7-ethoxybenzo[c][1,2]oxaborol-1(3H)-ol (AN6426) and (S)-3-(aminomethyl)-4-bromo-7-ethoxybenzo[c][1,2]oxaborol-1(3H)-ol (AN8432) were synthesized as described elsewhere (23, 24). Nitazoxanide (Sigma) was used as a positive control. Activity against C. parvum was monitored as previously described (25), with modifications. Madin-Darby canine kidney (MDCK) type 2 (ATCC CRL-2936) cells were grown at 37°C under 5% CO2 in optical-quality 384-well flat-bottom plates to confluence in Dulbecco's minimum essential medium (DMEM; Life Technologies) supplemented with 5% fetal calf serum (FCS; Life Technologies). Before addition of parasites, the concentration of FCS in the medium was reduced to 1%. Oocysts of C. parvum strain Iowa were purchased from the Sterling Parasitology Laboratory at the University of Arizona (http://microvet.arizona.edu/research/crypto/) and stored at 4°C until use. Immediately before addition to the MDCK cells, oocysts were sequentially incubated at 37°C for 10 min in 10 mM HCl and for 10 min at 15°C in 2 mM sodium taurocholate to prime them for excystation. Treated oocysts were then added to a confluent monolayer of host cells in optical-quality 384-well plates and incubated with the test compounds over a concentration range 4.6 nM to 10 μM at 37°C under 5% CO2 for 48 h. After incubation, the cells were fixed with 4% buffered formaldehyde, extracted, and blocked with 0.1% Triton X-100, 0.25% bovine serum albumin (BSA) in saline. Parasites were identified by staining with biotinylated Vicia villosa lectin (VVL; 0.5 μg/ml; Vector Laboratories), washing, and then staining with 0.5 μg/ml Cy3-streptavidin (Jackson ImmunoResearch) and 0.5 μg/ml 2-(4-amidinophenyl)-1H-indole-6-carboxamidine (DAPI). Parasites and host cells were imaged with a GE InCell 2000 automated microscope, with epifluorescence images of host cell nuclei stained with DAPI and intracellular parasites stained with Cy3 being obtained. GE InCell Developer (version 1.9) image analysis software was used to quantify the parasites and host cells in each image. The Cryptosporidium count was divided by the host cell nucleus count to provide the number of parasites per cell. The 50% effective concentrations (EC50s) were calculated from two independent experiments (one performed in duplicate and one performed in triplicate) from nonlinear regression curves using the XE program, and curves were plotted with the Spotfire program.
Production of cytosolic editing domain of CmLeuRS.
A DNA fragment encoding cytosolic C. muris LeuRS (CmLeuRS) connective polypeptide domain (CP1) residues 254 to 541 was cloned into the NcoI-XhoI sites of pETM-11 (EMBL). The resulting construct contained an N-terminal hexahistidine tag and a tobacco etch virus (TEV) cleavage site at the CmLeuRS-coding sequence, resulting in addition of a GAMG sequence at the N terminus after TEV cleavage. Proteins were expressed in the Rosetta 2(DE3) or BL21-Codon+RIL strain at 16°C. The cells were lysed by sonication in lysis buffer (20 mM Tris-HCl, pH 7.5, 150 mM NaCl, 5 mM β-mercaptoethanol, 10 mM imidazole, 1 mM protease inhibitors). The protein from the soluble fraction was loaded onto a nickel column (Ni-nitrilotriacetic acid; Qiagen), which was washed with (i) 50 ml of lysis buffer plus 50 mM imidazole, (ii) 50 ml of lysis buffer plus 1 M NaCl, and (iii) 50 ml of lysis buffer. Proteins were eluted from the column with 15 ml of lysis buffer plus 200 to 400 mM imidazole. The His tag was cleaved with TEV protease by dialysis in buffer containing 20 mM Tris-HCl, pH 7.5, 100 mM NaCl, and 7 mM β-mercaptoethanol at 4°C (18 h), and the cleaved protein was purified from the flowthrough of a second nickel column. Pure protein fractions were concentrated to a final protein concentration of about 500 μM.
ITC experiments.
Isothermal titration calorimetry (ITC) experiments were performed at 25°C using an ITC200 system (MicroCal). Protein was dialyzed against buffer containing 50 mM HEPES-KOH, 30 mM KCl, 30 mM MgCl2, and 5 mM 2-β-mercaptoethanol, pH 7.5. Protein solutions were at 50 μM, and posttransfer editing analogues were at 10 mM. For the experiment with AN6426 (at 1 mM), AMP was added at 10 mM both in the sample cell and in the syringe. The heat that evolved after each ligand injection was obtained from the integral of the calorimetric signal. The resulting binding isotherms were fitted by nonlinear least squares to a single-site binding model. Analysis of the data was performed using MicroCal Origin software (version 7.0; OriginLab). Experiments were performed at least twice. The variability in the binding experiments was estimated to be 5% in the binding enthalpy and 10% in the binding affinity.
Crystallization.
Crystallization of all CmLeuRS proteins was carried out at 20°C by the hanging drop vapor diffusion method. Crystals of the apo-CmLeuRS were obtained by mixing 1 μl of protein with 1 μl of reservoir solution containing 0.1 M MES (morpholineethanesulfonic acid; pH 6.8), 2% ethanol, and 10% (wt/vol) polyethylene glycol (PEG) 20000. The crystals were frozen in liquid nitrogen after transfer for a few seconds in the mother liquor, which contained 20% (vol/vol) ethylene glycol as a cryoprotectant. For the CmLeuRS–2-(l-isoleucyl)amino-2-deoxyadenosine (Ile2AA) complex, solutions were prepared with 500 μM protein and 5 mM posttransfer editing analogue (Ile2AA); for the CmLeuRS-AN6426-AMP complex, solutions were prepared with 500 μM protein, 1 mM AN6426, and 10 mM AMP. Crystals were obtained by mixing 1 μl of this solution with 1 μl of reservoir solution containing 1.4 M sodium/potassium phosphate, pH 5.5, and 20% glycerol was used as the cryoprotectant. For the CmLeuRS–2-(l-norvalyl)amino-2-deoxyadenosine (Nva2AA) complex, solutions were prepared with 500 μM CmLeuRS and 2.5 mM posttransfer editing analogue (Nva2AA). Crystals were obtained by mixing 2 μl of this solution with 2 μl of reservoir solution containing 0.1 M KNO3, pH 6.9, and 22% (wt/vol) PEG 3350. The crystals were frozen in liquid nitrogen after transfer in the mother liquor, which contained 20% ethylene glycol as the cryoprotectant.
Structure determination and refinement.
The diffraction data sets of CmLeuRS CP1 complex with AN6426-AMP were collected at the French National Synchrotron Facility (SOLEIL, France), the diffraction data sets of apo-CmLeuRS CP1 and its complex with Nva2AA were collected at the European Synchrotron Radiation Facility (ESRF; France), and the diffraction data sets of CmLeuRS CP1 complex with Ile2AA were collected at the Shanghai Synchrotron Radiation Facility (SSRF; China). The data sets were integrated and scaled with the XDS suite (26) or with the HKL2000 program package (27). Further data analysis was performed with the CCP4 suite (28). The structure of CmLeuRS CP1 was initially solved by molecular replacement with the PHASER program (29) using the structure of Candida albicans LeuRS CP1 (PDB accession number 2WFG) as a model. The obtained model was improved by manual adjustments with the Coot program (30). The structure of the CmLeuRS-Ile2AA complex was solved by molecular replacement with PHASER using the apo-CmLeuRS CP1 as a model. All models were refined using REFMAC5 (31) and/or Phenix (32) software. Structure quality was analyzed with the PDBe validation server (http://wwpdb-validation.wwpdb.org/validservice/) and showed all residues in allowed regions for the different models. Figures were drawn with the PyMOL program (http://www.pymol.org/).
Homology model of TgLeuRS and docking of the adduct AN6426-Ade76.
The model of Toxoplasma gondii LeuRS (TgLeuRS) was built by using the protein structure homology server SWISS-MODEL (33) and the structures of cytosolic apo-CmLeuRS and human LeuRS (PDB accession number 2WFD) as the templates. The sequence similarity between the Toxoplasma and Cryptosporidium editing domains was 52.6%, and that between the Toxoplasma and Homo sapiens editing domains was 38.1%. Residues 1 to 312 of TgLeuRS were used to build the homology model, which presents a Qmean Z score of −3.43 and a QMean4 score of −0.56, indicating a good global-quality model (34). Docking of AN6426-AMP into the Toxoplasma LeuRS's editing site was done by secondary structure matching of the model of TgLeuRS described above onto the structure of the complex of CmLeuRS with the adduct AN6426-AMP. No steric clashes or violations of the interatomic Van der Waals radii were found after the adduct AN6426-AMP was placed at the editing site of TgLeuRS. The root mean square deviation (RMSD) calculated over the backbone atoms of CmLeuRS and TgLeuRS was 1.27 Å.
Fluorescence microscopy assay to test activity against Toxoplasma in human fibroblasts.
A stock solution of AN6426 in sterilized ultrapure water was prepared at 50 mM and diluted in tissue culture medium for in vitro experiments. A pyrimethamine (Sigma-Aldrich) stock was prepared at 10 mM in ethanol and used as a positive control for anti-Toxoplasma activity. A norvaline (Sigma-Aldrich) stock was prepared at 100 mM in sterilized ultrapure water. All compound solutions were stored at −20°C. Type I Toxoplasma reference laboratory strain RH was used to infect a human foreskin fibroblast (HFF; primary dermal fibroblasts; normal, human, adult; ATCC PCS-201-012) monolayer under tachyzoite growth conditions in DMEM supplemented with 1% fetal bovine serum (FBS), 4 mM glutamine, 500 U/ml penicillin, and 250 μg/ml streptomycin (all from Life Technologies) at 37°C in 5% CO2. HFFs in 4-well plates were infected with 5 × 104 extracellular tachyzoites/well. After invasion of parasites into the cells (∼8 h), the medium was replaced by medium containing either AN6426 at different concentrations (range, 12.5 to 400 μM) or pyrimethamine as the control (2 μM). For the experiments with norvaline, the final concentration was 10 mM. At each time point (every 24 h for 4 days), the slides were fixed and labeled for immunofluorescence phenotypic analysis. For immunofluorescence labeling, HFFs grown on coverslips infected with the parasites were fixed for 20 min with phosphate-buffered saline (PBS) containing 5% formaldehyde and permeabilized for 20 min with 0.2% Triton X-100. Blocking was performed with PBS containing 5% FBS and 5% goat serum for 1 h. All antibodies were diluted in 1% FBS. Coverslips were incubated for 1 h with the primary antibody and anti-small ubiquitin-like modifier (anti-SUMO), which served as a marker for T. gondii parasites (35), followed by the secondary antibodies, goat anti-mouse IgG coupled with Alexa Fluor 568 dye (Invitrogen), at a 1:1,000 dilution. The nuclei of host cells and parasites were stained for 10 min with Hoechst 33258 dye at 2 μg/ml in PBS. After 3 washes, coverslips were mounted on a glass slide with Mowiol mounting medium, and images were acquired with a fluorescence microscope (Axioplan 2; Carl Zeiss, Inc.).
Determination of EC50s against T. gondii in human foreskin fibroblasts.
EC50s and cell viability were determined at 24 h postinfection by automatic microscope-based screening (ScanR screening station; Olympus, Germany) in 96-well plates. Infected cells were incubated with AN6426 at concentrations ranging from 12.5 to 200 μM with or without 10 mM norvaline. After 24 h, Hoechst 33342 (Life Technologies) stain was added to live cells/parasites at 5 μg/ml for 20 min to count the number of cells and parasite nuclei. Cells and parasites were fixed with prewarmed formaldehyde at 3.7% for 10 min at 37°C. Anti-GRA1 antibodies (Biotem, France) followed by Alexa Fluor 488-conjugated secondary antibodies (Molecular Probes, Life Technologies, France) were used to identify parasitophorous vacuoles (PV). A total of 20 images per well were recorded using a 20× objective. To identify parasite DNA within delimited PV boundaries and the cell nuclei, ScanR analysis was used. PV and cell nuclei were identified by the use of the intensity threshold algorithm with cutoff pixels of 250 and 400 for PV and cell nuclei, respectively, and parasite DNA detection was done with the edge segmentation tool of the ScanR careening station. Cell viability was expressed as the percentage of total cells after drug treatment with respect to the number of dimethyl sulfoxide (DMSO)-treated control cells, and parasite growth inhibition (GR) was expressed as the ratio of the total number of parasites divided by the total number of vacuoles per well. The calculated activity was normalized to the percent growth inhibition on the basis of the values obtained with the controls, which were an apparent pyrimethamine EC100 (effective concentration showing 100% activity, meaning the maximum measured growth inhibition ratio) and the value obtained with 0.8% DMSO (0% activity, meaning minimum growth inhibition) according to the following formula: 1 − [(measured GR − μGREC100)/(μGRDMSO − μGREC100)] × 100, where μGREC100 is maximum measured growth inhibition and μGRDMSO is minimum measured growth inhibition. EC50s were determined by fitting the dose-response curve using GraphPad Prism software.
Accession numbers.
The atomic coordinates and structure factors have been deposited in the Protein Data Bank (PDB) under the following accession numbers: 5FON for the apo-CmLeuRS structure, 5FOL for the complex of CmLeuRS with Ile2AA, 5FOG for the complex of CmLeuRS with Nva2AA, and 5FOM for the complex of CmLeuRS with the adduct AN6426-AMP.
RESULTS
Activity of benzoxaboroles against C. parvum.
Based on the previous interest in benzoxaboroles as therapeutics against fungi and bacteria, we tested new benzoxaboroles for activity against C. parvum-infected Madin-Darby canine kidney (MDCK) cells (25). We identified two related 3-aminomethyl benzoxaboroles, AN6426 and AN8432, to be potent inhibitors of C. parvum development, with EC50s of 2.2 and 6.9 μM, respectively (Table 1; see also Fig. S1 in the supplemental material). The compounds showed activity comparable to that of nitazoxanide, the current standard of care for the treatment of cryptosporidiosis (36).
TABLE 1.
EC50s correspond to the means from two independent experiments, one of which was performed in duplicate and one of which was performed in triplicate.
Nitazoxanide is the standard of care for the treatment of cryptosporidiosis.
AN6426 binds to the C. muris LeuRS editing site.
Since 3-aminomethyl benzoxaboroles are known to bind to the bacterial LeuRS editing domain (15, 37), we hypothesized that AN6426 and AN8432 activity was due to the inhibition Cryptosporidium LeuRS. Therefore, we expressed the editing domain of the C. muris cytoplasmic LeuRS (CmLeuRS) to enable in vitro biophysical and structural studies. Inspection of the genomes of several Cryptosporidium species, including the C. muris genome, suggests that there is only one cytoplasmic LeuRS gene (38–40). Similar to other LeuRSs, the C. muris LeuRS contains a predicted editing domain exhibiting highly conserved motifs that are important for the hydrolysis of tRNALeu mischarged with noncognate amino acids, such as isoleucine or norvaline, while excluding cognate Leu-tRNALeu (41, 42). We predicted the boundaries of the CmLeuRS editing domain based on sequence homology with other studied eukaryotic LeuRS enzymes (43). CmLeuRS and apicomplexan LeuRSs in general contain three idiosyncratic insertions at the cytoplasmic LeuRS editing domain (see Fig. S2 in the supplemental material). We suspected that the insertions, which can be highly variable, could be structurally disordered (IUPred web server values, ∼0.8 [44]). Nevertheless, we expressed and purified the complete CmLeuRS editing domain. Since posttransfer editing by LeuRS in apicomplexans has not been characterized, we performed binding experiments with the CmLeuRS editing domain and posttransfer editing substrate analogues for norvaline, 2-(l-norvalyl)amino-2-deoxyadenosine (Nva2AA), and isoleucine, 2-(l-isoleucyl)amino-2-deoxyadenosine (Ile2AA), which mimic a mischarged amino acid attached to Ade76. Calorimetric titrations yielded dissociation constants (Kds) of 213 and 215 μM for Nva2AA and Ile2AA, respectively (Fig. 1; see also Table S1 in the supplemental material), over the range of affinities observed for bacterial LeuRS (45), but they were lower than those seen for other editing tRNA synthetases, such as class II threonine-tRNA synthetase (ThrRS) (46). These data, together with the conservation of important active-site residues (see Fig. S2 in the supplemental material), suggest that CmLeuRS preserves posttransfer editing activity.
Next, we performed binding assays using AN6426 and AMP, which together can form an AN6426-AMP adduct that mimics the charged Ade76 of the tRNA acceptor stem. We measured a Kd of 9.8 μM for AN6426-AMP (Fig. 1), indicating a 20-fold increase of affinity compared to that of the posttransfer editing substrate analogues Nva2AA and Ile2AA. In addition, calorimetry showed that the interaction is entropically driven, a binding signature that contrasts with that of the Nva2AA and Ile2AA analogues and editing site inhibitors binding to bacterial LeuRS, which present favorable binding enthalpies (Fig. 1). The favorable entropy measured for AN6426 binding to CmLeuRS suggests that hydrophobic contacts are more important at the CmLeuRS editing site than the bacterial LeuRS editing site (Fig. 1). A favorable entropy might also be associated with the release of solvent molecules at the binding interface upon complex formation (for a review, see references 47 and 48).
Structural insights on posttransfer editing by CmLeuRS.
To investigate structural details of posttransfer editing by CmLeuRS and to gain insight into the mode of binding of AN6426, we determined high-resolution structures of the apo CmLeuRS editing domain, CmLeuRS in complexes with the posttransfer editing analogues Nva2AA and Ile2AA, and CmLeuRS in complex with AN6426-AMP bound to the editing site (Table 2; see also Fig. S3 and S4 in the supplemental material for a summary).
TABLE 2.
Parametera | Values(s) forb: |
|||
---|---|---|---|---|
Apo-CmLeuRS CP1 | CmLeuRS CP1 + Nva2AA | CmLeuRS CP1 + Ile2AA | CmLeuRS CP1 + AN6426-AMP | |
Data collection statistics | ||||
Beam line | Soleil, France | ESRF, France (ID23-1) | SSRF, China | Soleil, France |
Space group | P41212 | P41212 | P43212 | P43212 |
Cell dimensions | ||||
a, b, c (Å) | 107.71, 107.71, 311.20 | 107.73, 107.73, 309.51 | 64.93, 64.93, 167.25 | 65.07, 65.07, 167.30 |
α, β, γ (°) | 90.00, 90.00, 90.00 | 90.00, 90.00, 90.00 | 90.00, 90.00, 90.00 | 90.00, 90.00, 90.00 |
Resolution (Å) | 48–2.70 (2.70–2.84) | 48–2.30 (2.30–2.36) | 50–1.76 (1.76–1.79) | 60–2.10 (2.10–2.21) |
Rsym | 4.8 (93.4) | 11.3 (129.0) | 17.2 (121.0) | 4.4 (47.3) |
I/σI | 30.3 (2.7) | 16.5 (1.9) | 19.5 (2.1) | 29.2 (5.6) |
Completeness (%) | 99.8 (99.0) | 99.9 (99.3) | 99.7 (95.3) | 99.9 (99.4) |
Redundancy | 8.7 (9.0) | 8.1 (7.9) | 23.8 (18.6) | 10.4 (10.6) |
Refinement statistics | ||||
Resolution (Å) | 2.7 | 2.3 | 1.7 | 2.10 |
No. of reflections work/free | 48,772/2,609 | 77,686/4,014 | 29,524/1,573 | 20,768/1,122 |
Rwork/Rfree | 0.209/0.253 | 0.201/0.236 | 0.196/0.232 | 0.200/0.238 |
No. of: | ||||
Protein atoms | 8,683c | 8,892c | 2,235 | 2,185 |
Ligands | 104d | 27e | 38f | |
Ions | 2 (K+) | 10 (2× PO42−) | 5 (PO42−) | |
Water molecules/other | 71 | 371/16g | 232 | 51 |
B factor | ||||
Protein | 90.1 | 47.2 | 24.3 | 54.9 |
Ligand | 64.3 | 17.3 | 50.5 | |
Ions | 43.4 (K+) | 46.6 (PO42−) | 98.9 (PO42−) | |
Water/other | 65.7 | 42.8/50.8 (EGh) | 34.8 | 51.6 |
RMSD | ||||
Bond lengths (Å) | 0.010 | 0.009 | 0.014 | 0.009 |
Bond angles (°) | 1.41 | 1.38 | 1.67 | 1.61 |
, where is the average of symmetry (or Friedel)-related observations of a unique reflection; I, intensity of a reflection.
Values in parentheses are for the highest-resolution shell.
Four subunits.
Four Nva2AA molecules.
Ile2AA.
AN6426-AMP.
Four ethylene glycol molecules.
EG, ethylene glycol.
The structures show the typical seven-β-strand and three-α-helix fold of the LeuRS connective polypeptide domain (CP1) (41, 49), plus archaeon/eukaryote-specific insertions, denoted I1ae, I2ae, I3ae, and I4ae (43). In addition, CmLeuRS has three apicomplexa-specific insertions, which we denote Iax1, Iax2, and Iax3 (Fig. 2a; see Fig. S2 in the supplemental material for the sequence alignment). Despite predicted flexibility, the three insertions are, in fact, ordered and include well-defined secondary structure elements. Iax1 of CmLeuRS is rather short compared to the length of homologous insertions in other apicomplexan species, such as Plasmodium, and partially overlaps a helix of I1ae (Fig. 2a). Iax2 protrudes from β-sheets βae1 and βae2 of I2ae and contains an 8-residue α-helix followed by a short β-strand and a long loop. Iax3 consists of a β-tongue structure which connects the α-helix (αae1) and the third β-sheet (βae3) of I2ae. Interestingly, Iax3 has a well-defined β-sheet in the apo-structure, whereas all the holo-structures show a significantly different conformation with shifts of up to 8.9 Å (see Fig. S3 in the supplemental material). Another difference between the apo- and holo-structures is the position of helices α1 and α2 adjacent to I4ae at the editing site, which needs to open (∼1.5 Å) to accommodate ligands. Overall, the CmLeuRS insertions are 25 to 45 Å distant from the editing site (see Fig. S3a in the supplemental material) and thus are presumably not directly involved in posttransfer editing, although we cannot exclude this possibility in the context of the full-length protein and tRNA. Whether the insertions mediate noncanonical AARS functions, as has been previously found for other insertions (reviewed in references 50 and 51), remains to be investigated.
The posttransfer editing substrate analogues Nva2AA and Ile2AA can be unambiguously placed at the editing site of CmLeuRS (see Fig. S4a and b in the supplemental material). As was observed for bacterial and fungal LeuRSs (43, 52), the aliphatic part of the amino acid binds into the hydrophobic pocket formed by residues T292 and V426, while the amino group interacts with the universally conserved aspartic acid (D433); the adenine base is accommodated by residues of the GTG loop (I414, S415, V423, and K418) (Fig. 2b). In our structures, a water molecule is well positioned for promoting hydrolysis (3 to 4 Å to the carbon alpha atom) and is coordinated by a eukaryote-specific lysine (K496) (Fig. 2b; see also Fig. S2 in the supplemental material). A similarly placed water molecule is important for bacterial LeuRS editing complexes, although this is coordinated by a bacterium-specific aspartic acid (D344 in the Thermus thermophilus LeuRS). This suggests a common editing mechanism via nucleophilic attack of this water on the oxygen carbonyl (see Fig. S5a and b in the supplemental material), consistent with quantum mechanical calculations on LeuRS (53). However, the mechanism could be more complex than was previously thought, as it is unclear how an aspartate or a lysine with different pKa values could play an equivalent role in hydrolysis. Interestingly, a lysine residue in the editing domain of class II ThrRS plays a key role in hydrolysis by coordinating a catalytic water molecule, which is equivalent to the water molecule that we observed in CmLeuRS (see Fig. S5c in the supplemental material). Such a lysine (K121 in Pyrococcus abyssi ThrRS) excludes the catalytic water molecule in a complex with the cognate Thr analogue, thereby discriminating cognate threonine-tRNA at the editing site (54, 55). The interactions of the catalytic water and K496 at the editing site of CmLeuRS are strikingly similar to the situation in the ThrRS-Ser3AA complex (see Fig. S5a and c in the supplemental material), which suggests that K496 could have a similar role in hydrolysis by eukaryotic LeuRS.
Structure of inhibition complex of CmLeuRS bound to AN6426-AMP.
The structure of the CmLeuRS-AN6426-AMP complex shows that the inhibitor and AMP (Ade76 mimic) form a covalent adduct that binds tightly in the editing active site, occupying the same site as posttransfer editing substrates (Fig. 2c and d; see also Fig. S3b to d in the supplemental material). We hypothesize that adduct formation occurs by an initial reaction of either the 2′- or 3′-hydroxyl of tRNA with the boron atom of AN6426, a state probably stabilized by a water molecule, followed by nucleophilic attack of the remaining hydroxyl, leading to the formation of the 5-membered-ring adduct observed in the crystal structure (Fig. 3). The adenosine occupies a position nearly identical to that in the complexes with Nva2AA or Ile2AA. However, AN6426 establishes additional contacts, hence explaining the higher affinity of AN6426 for the enzyme (Fig. 2b and c). The 3-aminomethyl group of AN6426 mimics the amino group of norvaline and establishes hydrogen bonds to T424 and D433, the Cl 4 of AN6426 mimics the delta carbon of norvaline/isoleucine and makes van der Waals contacts with V426 and T292, and the oxygen 1 of AN6426 mimics the hydrogen bond of T287 to the carbonyl oxygen of norvaline/isoleucine (Fig. 2b and c). The additional interactions of AN6426 are hydrophobic contacts by carbons 4 to 6 with the aliphatic atoms of R289, D429, and S430, and a hydrogen bond between the phosphate oxygen of Ade76 and Y258 (Fig. 2b and c). Compared to the structure of the CmLeuRS-AN6426-AMP complex, the posttransfer analogues retain 3 to 4 extra water molecules (depending on the monomer chain) and a phosphate (CmLeuRS-Ile2AA complex), which mediate polar interactions between the compounds and protein residues. These solvent molecules are released upon binding of AN6426, most likely due to hydrophobic exclusion by the ethoxy group and carbons 4 to 6 of AN6426, and likely contribute to affinity with a favorable desolvation entropy. This, together with the absence of conformational changes upon ligand binding (RMSD of the apo-structure versus the holo-structure of AN6426-AMP, 0.59 Å), explains the favorable entropy and the significant difference from bacterial LeuRS inhibitors, which are characterized not only by hydrophobic interactions but also by additional polar contacts (Fig. 1).
Interestingly, our structures show that, compared to bacterial LeuRS, the eukaryote-specific helix (residues 489 to 507) considerably restricts the available volume of the editing site, and this knowledge can help guide the design of future CmLeuRS inhibitors. Specifically, residues K496 and Y500 need to adjust their conformation to accommodate the ethoxy group of AN6426. Of note, the side chain of K496 is shifted 4 Å compared to its location in the complexes with Nva2AA and Ile2AA and is stabilized in its new orientation by forming a salt bridge with D432 (Fig. 2b and c). Therefore, the introduction of big aliphatic groups into positions 5 and 6 of AN6426 most likely leads to clashes with these residues, explaining the lack of binding that we previously observed for such derivatives (data not shown).
AN6426 has efficacy against Toxoplasma gondii in human fibroblasts.
Using sequence and structural alignments, we built a homology model of the T. gondii LeuRS editing domain based on that of Cryptosporidium LeuRS (Fig. 4a; see also Fig. S2 in the supplemental material) and docked the AN6426-AMP adduct into its editing site by superposition with the structure of CmLeuRS-AN6426-AMP (RMSD for backbone atoms, 1.27 Å) (Fig. 4b). No structural constraints or steric clashes with the AN6426-AMP adduct were observed, consistent with the high degree of conservation of residues at the editing site (Fig. 4c). We thus hypothesized that the Toxoplasma LeuRS could also be a suitable target for inhibition by AN6426 or related compounds.
To test our hypothesis, we monitored parasite growth in human foreskin fibroblasts (HFFs) hosting T. gondii tachyzoites and initiated treatment with AN6426 at 8 h postinvasion. At 2 days postinfection, untreated cells were lysed due to the massive proliferation of the parasites (Fig. 5a; see also Fig. S6 in the supplemental material). In contrast, cells treated with AN6426 exhibited a significant reduction in parasite burden, with an EC50 of 76.9 μM (Fig. 5a and b). Interestingly, AN6426-treated parasites replicated only once or twice (2 to 4 parasites per vacuole); in contrast, 40 to 60 parasites per vacuole were found in the control (Fig. 5a). No apparent toxicity of AN6426 to primary human cells was observed at concentrations up to 200 μM.
To further evaluate the target of AN6426 in T. gondii, we compared the activity of AN6426 in the presence and absence of norvaline, a nonstandard amino acid that, when mischarged to the 3′ end of tRNALeu, is a substrate for posttransfer editing by LeuRS. Recent experiments have shown that LeuRS posttransfer editing activity is critical for Escherichia coli survival under certain stress conditions, such as oxygen starvation, which leads to increased norvaline concentrations in E. coli (45, 56). Contrary to the findings for Cryptosporidium, in which only limited development occurs in cell cultures, Toxoplasma completes multiple replication cycles (every 6 to 8 h), enabling investigation of the long-term effects of norvaline. If AN6426 binds to and inactivates the editing site of TgLeuRS, for example, by forming a tightly binding adduct with ATP, one would expect norvaline to have detrimental effects on parasite survival. Norvaline alone (up to 10 mM) was not toxic to T. gondii or human cells, suggesting a robust LeuRS editing activity. However, when combined with 10 mM norvaline, AN6426 had a 5-fold decrease in its EC50 compared to the value obtained in the absence of norvaline (Fig. 5b and c). These results are consistent with AN6426 targeting the editing site of TgLeuRS but do not rule out the possibility that AN6426 targets other Toxoplasma proteins.
DISCUSSION
In this work, we show that the benzoxaborole AN6426 inhibits growth in human cells of two apicomplexan parasites, C. parvum (very close in sequence to C. hominis, the main human pathogen) and T. gondii, and we provide evidence that the target of AN6426 in both organisms is the LeuRS editing site. AN6426 was active against C. parvum in MDCK cells, with an EC50 of 2.2 μM, which represents a more than 230-fold improvement compared to that of paromomycin, a drug active against Cryptosporidium (3). In vitro binding experiments and cocrystal structures with CmLeuRS showed that the AN6426-AMP adduct binds to the editing site with a higher affinity than the posttransfer editing substrates (Fig. 1 to 2). In the case of T. gondii, AN6426 prevented proliferation of parasites in human fibroblasts at midmicromolar concentrations. However, a 5-fold decrease in the EC50 was observed in the presence of 10 mM norvaline, consistent with the inhibitor blocking the LeuRS editing site and thus perturbing the editing activity of LeuRS. Furthermore, these studies provide evidence that posttransfer editing occurs in T. gondii and open the way to the design of more potent inhibitors of the TgLeuRS editing site.
The findings presented above are consistent with the inhibition mechanism demonstrated previously for other benzoxaboroles with efficacy against fungi (16) and bacteria (15, 57) and also likely against Plasmodium falciparum (23). This involves the formation of a stable covalent adduct (Fig. 3) of AN6426 in the LeuRS editing site that can block aminoacylation if it interacts with the tRNALeu acceptor end or block posttransfer editing if it interacts with, for instance, ATP.
Our thermodynamic analysis revealed that the mode of AN6426 binding to CmLeuRS differs from that to bacterial LeuRS. Polar contacts are less important for the interaction with CmLeuRS, consistent with the additional hydrophobic contacts observed in the structure of its complex with AN6426-AMP. In addition, our structures indicate that the editing site of CmLeuRS has a binding cavity smaller than that of prokaryotic LeuRSs. These findings will facilitate the design of more potent and selective inhibitors. In this context, the good correlation between AN6426 in vitro and ex vivo parameters (Kd = 9.8 μM versus EC50 = 2.2 μM) will facilitate the rapid characterization of new compounds.
In recent years, AARSs have become the focus of several studies to identify new inhibitors with therapeutic applications. Some compounds have shown good antiparasitic activity in vitro and efficacy in animal models (reviewed in reference 18). Of note were (i) halofuginone, an herbal extract that targeted the ProRS active site (58–60) but that, unfortunately, was hepatotoxic (61); (ii) cladosporin and lysyl-adenylate analogues as inhibitors of P. falciparum LysRS, which were not orally bioavailable (62, 63); and (iii) mupirocin and isoleucine analogues, which inhibited in vitro P. falciparum IleRS (64, 65). The demonstration that AN6426 is active against Cryptosporidium, Toxoplasma, and P. falciparum (23) suggests that LeuRS is a valid target in these parasites. This conclusion, combined with the good pharmacokinetic and pharmacodynamic properties of these compounds, including good oral bioavailability (15) and apparent low toxicity (66), suggests that benzoxaboroles targeting apicomplexan parasites merit further development.
Supplementary Material
ACKNOWLEDGMENTS
We thank the EMBL-ESRF-ILL-IBS Partnership for Structural Biology for access to structural biology instrumentation, notably, the high-throughput crystallization facility and the ESRF X-ray beamlines. We are also thankful for the contribution of the SCIMI platform (UMR 5309).
The Toxoplasma work was supported by the European Research Council (ERC; consolidator grant no. 614880 HostingTOXO to M.-A.H.); R.-J.L. was supported by the Youth Innovation Promotion Association (Chinese Academy of Sciences), and the work with Cryptosporidium parvum was supported by the Bill & Melinda Gates Foundation (to P.J.R. and J.G.).
Footnotes
Supplemental material for this article may be found at http://dx.doi.org/10.1128/AAC.00873-16.
REFERENCES
- 1.Checkley W, White AC, Jaganath D, Arrowood MJ, Chalmers RM, Chen X-M, Fayer R, Griffiths JK, Guerrant RL, Hedstrom L, Huston CD, Kotloff KL, Kang G, Mead JR, Miller M, Petri WA, Priest JW, Roos DS, Striepen B, Thompson RCA, Ward HD, Van Voorhis WA, Xiao L, Zhu G, Houpt ER. 2015. A review of the global burden, novel diagnostics, therapeutics, and vaccine targets for cryptosporidium. Lancet Infect Dis 15:85–94. doi: 10.1016/S1473-3099(14)70772-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Kotloff KL, Nataro JP, Blackwelder WC, Nasrin D, Farag TH, Panchalingam S, Wu Y, Sow SO, Sur D, Breiman RF, Faruque AS, Zaidi AK, Saha D, Alonso PL, Tamboura B, Sanogo D, Onwuchekwa U, Manna B, Ramamurthy T, Kanungo S, Ochieng JB, Omore R, Oundo JO, Hossain A, Das SK, Ahmed S, Qureshi S, Quadri F, Adegbola RA, Antonio M, Hossain MJ, Akinsola A, Mandomando I, Nhampossa T, Acácio S, Biswas K, O'Reilly CE, Mintz ED, Berkeley LY, Muhsen K, Sommerfelt H, Robins-Browne RM, Levine MM. 2013. Burden and aetiology of diarrhoeal disease in infants and young children in developing countries (the Global Enteric Multicenter Study, GEMS): a prospective, case-control study. Lancet 382:209–222. doi: 10.1016/S0140-6736(13)60844-2. [DOI] [PubMed] [Google Scholar]
- 3.Rossignol J-F. 2010. Cryptosporidium and Giardia: treatment options and prospects for new drugs. Exp Parasitol 124:45–53. doi: 10.1016/j.exppara.2009.07.005. [DOI] [PubMed] [Google Scholar]
- 4.Striepen B. 2013. Parasitic infections: time to tackle cryptosporidiosis. Nature 503:189–191. doi: 10.1038/503189a. [DOI] [PubMed] [Google Scholar]
- 5.MacKenzie WR, Hoxie NJ, Proctor ME, Gradus MS, Blair KA, Peterson DE, Kazmierczak JJ, Addiss DG, Fox KR, Rose JB. 1994. A massive outbreak in Milwaukee of Cryptosporidium infection transmitted through the public water supply. N Engl J Med 331:161–167. doi: 10.1056/NEJM199407213310304. [DOI] [PubMed] [Google Scholar]
- 6.Amadi B, Mwiya M, Musuku J, Watuka A, Sianongo S, Ayoub A, Kelly P. 2002. Effect of nitazoxanide on morbidity and mortality in Zambian children with cryptosporidiosis: a randomised controlled trial. Lancet 360:1375–1380. doi: 10.1016/S0140-6736(02)11401-2. [DOI] [PubMed] [Google Scholar]
- 7.Pappas G, Roussos N, Falagas ME. 2009. Toxoplasmosis snapshots: global status of Toxoplasma gondii seroprevalence and implications for pregnancy and congenital toxoplasmosis. Int J Parasitol 39:1385–1394. doi: 10.1016/j.ijpara.2009.04.003. [DOI] [PubMed] [Google Scholar]
- 8.Flegr J, Prandota J, Sovičková M, Israili ZH. 2014. Toxoplasmosis—a global threat. Correlation of latent toxoplasmosis with specific disease burden in a set of 88 countries. PLoS One 9:e90203. doi: 10.1371/journal.pone.0090203. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Luft BJ, Remington JS. 1992. Toxoplasmic encephalitis in AIDS. Clin Infect Dis 15:211–222. doi: 10.1093/clinids/15.2.211. [DOI] [PubMed] [Google Scholar]
- 10.Montoya JG, Liesenfeld O. 2004. Toxoplasmosis. Lancet 363:1965–1976. doi: 10.1016/S0140-6736(04)16412-X. [DOI] [PubMed] [Google Scholar]
- 11.Dannemann B, McCutchan JA, Israelski D, Antoniskis D, Leport C, Luft B, Nussbaum J, Clumeck N, Morlat P, Chiu J. 1992. Treatment of toxoplasmic encephalitis in patients with AIDS. A randomized trial comparing pyrimethamine plus clindamycin to pyrimethamine plus sulfadiazine. The California Collaborative Treatment Group. Ann Intern Med 116:33–43. [DOI] [PubMed] [Google Scholar]
- 12.Farthing C, Rendel M, Currie B, Seidlin M. 1992. Azithromycin for cerebral toxoplasmosis. Lancet 339:437–438. [DOI] [PubMed] [Google Scholar]
- 13.Jones JL, Parise ME, Fiore AE. 2014. Neglected parasitic infections in the United States: toxoplasmosis. Am J Trop Med Hyg 90:794–799. doi: 10.4269/ajtmh.13-0722. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Andrews KT, Fisher G, Skinner-Adams TS. 2014. Drug repurposing and human parasitic protozoan diseases. Int J Parasitol Drugs Drug Resist 4:95–111. doi: 10.1016/j.ijpddr.2014.02.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Hernandez V, Crépin T, Palencia A, Cusack S, Akama T, Baker SJ, Bu W, Feng L, Freund YR, Liu L, Meewan M, Mohan M, Mao W, Rock FL, Sexton H, Sheoran A, Zhang Y, Zhang Y-K, Zhou Y, Nieman JA, Anugula MR, Keramane EM, Savariraj K, Reddy DS, Sharma R, Subedi R, Singh R, O'Leary A, Simon NL, De Marsh PL, Mushtaq S, Warner M, Livermore DM, Alley MRK, Plattner JJ. 2013. Discovery of a novel class of boron-based antibacterials with activity against gram-negative bacteria. Antimicrob Agents Chemother 57:1394–1403. doi: 10.1128/AAC.02058-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Rock FL, Mao W, Yaremchuk A, Tukalo M, Crépin T, Zhou H, Zhang Y-K, Hernandez V, Akama T, Baker SJ, Plattner JJ, Shapiro L, Martinis SA, Benkovic SJ, Cusack S, Alley MRK. 2007. An antifungal agent inhibits an aminoacyl-tRNA synthetase by trapping tRNA in the editing site. Science 316:1759–1761. doi: 10.1126/science.1142189. [DOI] [PubMed] [Google Scholar]
- 17.Ibba M, Soll D. 2000. Aminoacyl-tRNA synthesis. Annu Rev Biochem 69:617–650. doi: 10.1146/annurev.biochem.69.1.617. [DOI] [PubMed] [Google Scholar]
- 18.Pham JS, Dawson KL, Jackson KE, Lim EE, Pasaje CFA, Turner KEC, Ralph SA. 2014. Aminoacyl-tRNA synthetases as drug targets in eukaryotic parasites. Int J Parasitol Drugs Drug Resist 4:1–13. doi: 10.1016/j.ijpddr.2013.10.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Schimmel P, Tao J, Hill J. 1998. Aminoacyl tRNA synthetases as targets for new anti-infectives. FASEB J 12:1599–1609. [PubMed] [Google Scholar]
- 20.Lv P-C, Zhu H-L. 2012. Aminoacyl-tRNA synthetase inhibitors as potent antibacterials. Curr Med Chem 19:3550–3563. doi: 10.2174/092986712801323199. [DOI] [PubMed] [Google Scholar]
- 21.Vondenhoff GHM, Van Aerschot A. 2011. Aminoacyl-tRNA synthetase inhibitors as potential antibiotics. Eur J Med Chem 46:5227–5236. doi: 10.1016/j.ejmech.2011.08.049. [DOI] [PubMed] [Google Scholar]
- 22.Elewski BE, Aly R, Baldwin SL, González Soto RF, Rich P, Weisfeld M, Wiltz H, Zane LT, Pollak R. 2015. Efficacy and safety of tavaborole topical solution, 5%, a novel boron-based antifungal agent, for the treatment of toenail onychomycosis: results from 2 randomized phase-III studies. J Am Acad Dermatol 73:62–69. doi: 10.1016/j.jaad.2015.04.010. [DOI] [PubMed] [Google Scholar]
- 23.Sonoiki E, Palencia A, Guo D, Ahyong V, Dong C, Li X, Hernandez VS, Zhang Y-K, Choi W, Gut J, Legac J, Cooper R, Alley MRK, Freund YR, DeRisi J, Cusack S, Rosenthal PJ. 6 June 2016. Anti-malarial benzoxaboroles target P. falciparum leucyl-tRNA synthetase. Antimicrob Agents Chemother. doi: 10.1128/AAC.00820-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Hernandez VS, Ding C, Plattner JJ, Alley MRK, Rock F, Zhang S, Easom E, Li X, Zhou D. 2012. Benzoxaborole derivatives for treating bacterial infections. Patent WO2012033858.
- 25.Gut J, Nelson RG. 1999. Cryptosporidium parvum: synchronized excystation in vitro and evaluation of sporozoite infectivity with a new lectin-based assay. J Eukaryot Microbiol 46:56S–57S. [PubMed] [Google Scholar]
- 26.Kabsch W. 2010. XDS. Acta Crystallogr D Biol Crystallogr 66:125–132. doi: 10.1107/S0907444909047337. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Otwinowski Z, Minor W. 1997. Processing of X-ray diffraction data collected in oscillation mode. Methods Enzymol 276:307–326. [DOI] [PubMed] [Google Scholar]
- 28.Collaborative Computational Project Number 4. 1994. The CCP4 suite: programs for protein crystallography. Acta Crystallogr D Biol Crystallogr 50:760–763. doi: 10.1107/S0907444994003112. [DOI] [PubMed] [Google Scholar]
- 29.McCoy AJ, Grosse-Kunstleve RW, Storoni LC, Read RJ. 2005. Likelihood-enhanced fast translation functions. Acta Crystallogr D Biol Crystallogr 61:458–464. doi: 10.1107/S0907444905001617. [DOI] [PubMed] [Google Scholar]
- 30.Emsley P, Cowtan K. 2004. Coot: model-building tools for molecular graphics. Acta Crystallogr D Biol Crystallogr 60:2126–2132. doi: 10.1107/S0907444904019158. [DOI] [PubMed] [Google Scholar]
- 31.Murshudov GN, Vagin AA, Dodson EJ. 1997. Refinement of macromolecular structures by the maximum-likelihood method. Acta Crystallogr D Biol Crystallogr 53:240–255. doi: 10.1107/S0907444996012255. [DOI] [PubMed] [Google Scholar]
- 32.Adams PD, Grosse-Kunstleve RW, Hung LW, Ioerger TR, McCoy AJ, Moriarty NW, Read RJ, Sacchettini JC, Sauter NK, Terwilliger TC. 2002. PHENIX: building new software for automated crystallographic structure determination. Acta Crystallogr D Biol Crystallogr 58:1948–1954. doi: 10.1107/S0907444902016657. [DOI] [PubMed] [Google Scholar]
- 33.Arnold K, Bordoli L, Kopp J, Schwede T. 2006. The SWISS-MODEL workspace: a web-based environment for protein structure homology modelling. Bioinformatics 22:195–201. doi: 10.1093/bioinformatics/bti770. [DOI] [PubMed] [Google Scholar]
- 34.Benkert P, Biasini M, Schwede T. 2011. Toward the estimation of the absolute quality of individual protein structure models. Bioinformatics 27:343–350. doi: 10.1093/bioinformatics/btq662. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Braun L, Cannella D, Pinheiro AM, Kieffer S, Belrhali H, Garin J, Hakimi M-A. 2009. The small ubiquitin-like modifier (SUMO)-conjugating system of Toxoplasma gondii. Int J Parasitol 39:81–90. doi: 10.1016/j.ijpara.2008.07.009. [DOI] [PubMed] [Google Scholar]
- 36.Rossignol JF, Ayoub A, Ayers MS. 2001. Treatment of diarrhea caused by Giardia intestinalis and Entamoeba histolytica or E. dispar: a randomized, double-blind, placebo-controlled study of nitazoxanide. J Infect Dis 184:381–384. doi: 10.1086/322038. [DOI] [PubMed] [Google Scholar]
- 37.Palencia A, Crépin T, Vu MT, Lincecum TL, Martinis SA, Cusack S. 2012. Structural dynamics of the aminoacylation and proofreading functional cycle of bacterial leucyl-tRNA synthetase. Nat Struct Mol Biol 19:677–684. doi: 10.1038/nsmb.2317. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Abrahamsen MS, Templeton TJ, Enomoto S, Abrahante JE, Zhu G, Lancto CA, Deng M, Liu C, Widmer G, Tzipori S, Buck GA, Xu P, Bankier AT, Dear PH, Konfortov BA, Spriggs HF, Iyer L, Anantharaman V, Aravind L, Kapur V. 2004. Complete genome sequence of the apicomplexan, Cryptosporidium parvum. Science 304:441–445. doi: 10.1126/science.1094786. [DOI] [PubMed] [Google Scholar]
- 39.Puiu D, Enomoto S, Buck GA, Abrahamsen MS, Kissinger JC. 2004. CryptoDB: the Cryptosporidium genome resource. Nucleic Acids Res 32:D329–D331. doi: 10.1093/nar/gkh050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Xu P, Widmer G, Wang Y, Ozaki LS, Alves JM, Serrano MG, Puiu D, Manque P, Akiyoshi D, Mackey AJ, Pearson WR, Dear PH, Bankier AT, Peterson DL, Abrahamsen MS, Kapur V, Tzipori S, Buck GA. 2004. The genome of Cryptosporidium hominis. Nature 431:1107–1112. doi: 10.1038/nature02977. [DOI] [PubMed] [Google Scholar]
- 41.Cusack S, Yaremchuk A, Tukalo M. 2000. The 2 Å crystal structure of leucyl-tRNA synthetase and its complex with a leucyl-adenylate analogue. EMBO J 19:2351–2361. doi: 10.1093/emboj/19.10.2351. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Mursinna RS, Lincecum TL, Martinis SA. 2001. A conserved threonine within Escherichia coli leucyl-tRNA synthetase prevents hydrolytic editing of leucyl-tRNALeu. Biochemistry (Mosc) 40:5376–5381. doi: 10.1021/bi002915w. [DOI] [PubMed] [Google Scholar]
- 43.Seiradake E, Mao W, Hernandez V, Baker SJ, Plattner JJ, Alley MRK, Cusack S. 2009. Crystal structures of the human and fungal cytosolic leucyl-tRNA synthetase editing domains: a structural basis for the rational design of antifungal benzoxaboroles. J Mol Biol 390:196–207. doi: 10.1016/j.jmb.2009.04.073. [DOI] [PubMed] [Google Scholar]
- 44.Dosztányi Z, Csizmok V, Tompa P, Simon I. 2005. IUPred: web server for the prediction of intrinsically unstructured regions of proteins based on estimated energy content. Bioinformatics 21:3433–3434. doi: 10.1093/bioinformatics/bti541. [DOI] [PubMed] [Google Scholar]
- 45.Cvetesic N, Palencia A, Halasz I, Cusack S, Gruic-Sovulj I. 2014. The physiological target for LeuRS translational quality control is norvaline. EMBO J 33:1639–1653. doi: 10.15252/embj.201488199. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Hussain T, Kamarthapu V, Kruparani SP, Deshmukh MV, Sankaranarayanan R. 2010. Mechanistic insights into cognate substrate discrimination during proofreading in translation. Proc Natl Acad Sci U S A 107:22117–22121. doi: 10.1073/pnas.1014299107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Ladbury JE, Klebe G, Freire E. 2010. Adding calorimetric data to decision making in lead discovery: a hot tip. Nat Rev Drug Discov 9:23–27. doi: 10.1038/nrd3054. [DOI] [PubMed] [Google Scholar]
- 48.Velázquez Campoy A, Freire E. 2005. ITC in the post-genomic era? Priceless. Biophys Chem 115:115–124. doi: 10.1016/j.bpc.2004.12.015. [DOI] [PubMed] [Google Scholar]
- 49.Liu Y, Liao J, Zhu B, Wang E-D, Ding J. 2006. Crystal structures of the editing domain of Escherichia coli leucyl-tRNA synthetase and its complexes with Met and Ile reveal a lock-and-key mechanism for amino acid discrimination. Biochem J 394:399–407. doi: 10.1042/BJ20051249. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Guo M, Yang X-L, Schimmel P. 2010. New functions of aminoacyl-tRNA synthetases beyond translation. Nat Rev Mol Cell Biol 11:668–674. doi: 10.1038/nrm2956. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Yao P, Fox PL. 2013. Aminoacyl-tRNA synthetases in medicine and disease. EMBO Mol Med 5:332–343. doi: 10.1002/emmm.201100626. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Lincecum TL, Tukalo M, Yaremchuk A, Mursinna RS, Williams AM, Sproat BS, Van Den Eynde W, Link A, Van Calenbergh S, Grøtli M, Martinis SA, Cusack S. 2003. Structural and mechanistic basis of pre- and posttransfer editing by leucyl-tRNA synthetase. Mol Cell 11:951–963. doi: 10.1016/S1097-2765(03)00098-4. [DOI] [PubMed] [Google Scholar]
- 53.Hagiwara Y, Field MJ, Nureki O, Tateno M. 2010. Editing mechanism of aminoacyl-tRNA synthetases operates by a hybrid ribozyme/protein catalyst. J Am Chem Soc 132:2751–2758. doi: 10.1021/ja9095208. [DOI] [PubMed] [Google Scholar]
- 54.Dock-Bregeon A, Sankaranarayanan R, Romby P, Caillet J, Springer M, Rees B, Francklyn CS, Ehresmann C, Moras D. 2000. Transfer RNA-mediated editing in threonyl-tRNA synthetase. The class II solution to the double discrimination problem. Cell 103:877–884. [DOI] [PubMed] [Google Scholar]
- 55.Sankaranarayanan R, Dock-Bregeon AC, Rees B, Bovee M, Caillet J, Romby P, Francklyn CS, Moras D. 2000. Zinc ion mediated amino acid discrimination by threonyl-tRNA synthetase. Nat Struct Biol 7:461–465. doi: 10.1038/75856. [DOI] [PubMed] [Google Scholar]
- 56.Soini J, Falschlehner C, Liedert C, Bernhardt J, Vuoristo J, Neubauer P. 2008. Norvaline is accumulated after a down-shift of oxygen in Escherichia coli W3110. Microb Cell Fact 7:30. doi: 10.1186/1475-2859-7-30. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Hu Q-H, Liu R-J, Fang Z-P, Zhang J, Ding Y-Y, Tan M, Wang M, Pan W, Zhou H-C, Wang E-D. 2013. Discovery of a potent benzoxaborole-based anti-pneumococcal agent targeting leucyl-tRNA synthetase. Sci Rep 3:2475. doi: 10.1038/srep02475. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Jain V, Yogavel M, Oshima Y, Kikuchi H, Touquet B, Hakimi M-A, Sharma A. 2015. Structure of prolyl-tRNA synthetase-halofuginone complex provides basis for development of drugs against malaria and toxoplasmosis. Structure 23:819–829. doi: 10.1016/j.str.2015.02.011. [DOI] [PubMed] [Google Scholar]
- 59.Keller TL, Zocco D, Sundrud MS, Hendrick M, Edenius M, Yum J, Kim Y-J, Lee H-K, Cortese JF, Wirth DF, Dignam JD, Rao A, Yeo C-Y, Mazitschek R, Whitman M. 2012. Halofuginone and other febrifugine derivatives inhibit prolyl-tRNA synthetase. Nat Chem Biol 8:311–317. doi: 10.1038/nchembio.790. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Zhou H, Sun L, Yang X-L, Schimmel P. 2013. ATP-directed capture of bioactive herbal-based medicine on human tRNA synthetase. Nature 494:121–124. doi: 10.1038/nature11774. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Zhu S, Wang J, Chandrashekar G, Smith E, Liu X, Zhang Y. 2010. Synthesis and evaluation of 4-quinazolinone compounds as potential antimalarial agents. Eur J Med Chem 45:3864–3869. doi: 10.1016/j.ejmech.2010.05.040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Hoen R, Novoa EM, López A, Camacho N, Cubells L, Vieira P, Santos M, Marin-Garcia P, Bautista JM, Cortés A, Ribas de Pouplana L, Royo M. 2013. Selective inhibition of an apicoplastic aminoacyl-tRNA synthetase from Plasmodium falciparum. Chembiochem 14:499–509. doi: 10.1002/cbic.201200620. [DOI] [PubMed] [Google Scholar]
- 63.Hoepfner D, McNamara CW, Lim CS, Studer C, Riedl R, Aust T, McCormack SL, Plouffe DM, Meister S, Schuierer S, Plikat U, Hartmann N, Staedtler F, Cotesta S, Schmitt EK, Petersen F, Supek F, Glynne RJ, Tallarico JA, Porter JA, Fishman MC, Bodenreider C, Diagana TT, Movva NR, Winzeler EA. 2012. Selective and specific inhibition of the Plasmodium falciparum lysyl-tRNA synthetase by the fungal secondary metabolite cladosporin. Cell Host Microbe 11:654–663. doi: 10.1016/j.chom.2012.04.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Istvan ES, Dharia NV, Bopp SE, Gluzman I, Winzeler EA, Goldberg DE. 2011. Validation of isoleucine utilization targets in Plasmodium falciparum. Proc Natl Acad Sci U S A 108:1627–1632. doi: 10.1073/pnas.1011560108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Liu J, Istvan ES, Gluzman IY, Gross J, Goldberg DE. 2006. Plasmodium falciparum ensures its amino acid supply with multiple acquisition pathways and redundant proteolytic enzyme systems. Proc Natl Acad Sci U S A 103:8840–8845. doi: 10.1073/pnas.0601876103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Ciaravino V, Plattner J, Chanda S. 2013. An assessment of the genetic toxicology of novel boron-containing therapeutic agents. Environ Mol Mutagen 54:338–346. doi: 10.1002/em.21779. [DOI] [PubMed] [Google Scholar]
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