Figures
Abstract
Glycyl tRNA synthetases (GlyRSs) are prospective drug targets for combating Mycobacterium tuberculosis (Mtb) and cancer in humans. These synthetases are of the α2-subtype, with the ortholog in humans being dual targeted to the cytosol and mitochondria. Whereas the human enzyme has been structurally characterized previously in several liganded states, no structures of MtbGlyRS have thus far been reported. Here, we describe our recent work with MtbGlyRS and the closely-related Mycobacterium thermoresitibile GlyRS (MtrGlyRS), which progressed through all phases of the structural genomics pipeline, for the purpose of facilitating structure-based drug discovery. MtbGlyRS was expressed in Mycobacterium smegmatis and MtrGlyRS in Escherichia coli. Crystal structures are described for complexes of the two enzymes with adenosine monophosphate (AMP) and glycyl-sulfamoyl-adenylate (glycyl-AMS) at resolutions of 1.65/2.90 and 2.25/1.95 Å, respectively, and for MtrGlyRS in its apo state at 2.85 Å. Despite crystallizing in the dimeric state characteristic of many class II synthetases, the two enzymes elute predominantly as monomers during size exclusion chromatography. Strikingly, significant portions of the dimer interface and active site are unstructured in the MtrGlyRS apoenzyme crystal. AMP orders two tRNA recognition loops and a section of the insertion domain, and glycyl-AMS further stabilizes the structure, including the closure of a lid motif. Both the active and anticodon binding sites display structural differences with the human GlyRS and thus the collection of crystal structures should be useful for guiding drug development efforts targeting the various characterized structural states.
Citation: Fenwick MK, DeRocher AE, Craig JK, Harmon EK, Seibold S, Liu L, et al. (2025) Crystal structures of Mycobacterium tuberculosis and Mycobacterium thermoresistibile glycyl-tRNA synthetases in various liganded states. PLoS One 20(6): e0326500. https://doi.org/10.1371/journal.pone.0326500
Editor: Shailender Kumar Verma, University of Delhi, INDIA
Received: November 13, 2024; Accepted: May 31, 2025; Published: June 30, 2025
This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
Data Availability: All crystal structure coordinate and structure factor amplitude files are available from the Protein Data Bank (accession numbers 8U2P, 8T5N, 8SLF, 8SLG, 8SLD).
Funding: This project has been funded in whole or in part with Federal funds from the National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, under contracts HHSN272201700059C and 75N93022C00036. Use of the NYX beamline 19-ID at the National Synchrotron Light Source II was supported by the New York Structural Biology Center. This research used resources of the National Synchrotron Light Source II, a U.S. Department of Energy (DOE) Office of Science User Facility operated for the DOE Office of Science by Brookhaven National Laboratory under Contract No. DE-SC0012704. NYX detector instrumentation was supported by grant S10OD030394 through the Office of the Director, National Institutes of Health.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Tuberculosis continues to be a tremendous health and economic burden, with greater than 10 million incidences, 1.2 million deaths, and the equivalent of 6 billion US dollars globally budgeted annually [1,2]. It is estimated that two billion people have latent tuberculosis [3]. Unfortunately, treatment schedules range from six months to two years depending on the degree of evolved resistance and latency, with an alarmingly high percentage of patients not completing treatment [4]. There has also been increased incidences of pulmonary infections and lung diseases associated with non-tuberculosis Mycobacteria such as the Mycobacterium avium complex, Mycobacterium abscessus, and Mycobacterium kansasii in both the US and worldwide, with estimated 5 year mortality rates of nearly 25% [5,6]. From the standpoint of structural genomics, these challenges urge the characterization of additional molecular targets that have druggable cavities and display sufficient structural differences with their human counterparts to minimize risks of off target binding and toxicity.
The structures of aminoacyl tRNA synthetases (AaRSs) typically meet these criteria [7–10], and there are currently two FDA approved drugs targeting AaRSs, mupirocin and tavaborole, which inhibit IleRS and LeuRS, respectively [11–15]. Their prospects for druggability are further underscored by the large number of natural product inhibitors identified thus far against synthetases from many subclasses [16–18]. Known synthetic inhibitors developed against the M. tuberculosis AaRSs target LeuRS, MetRS, TyrRS, AspRS, LysRS, or PheRS [19–26], with Epetraborole exhibiting broad-spectrum potential [27, 28].
Structurally, the AaRSs comprise two enzyme classes that are subdivided into six or seven subclasses [Ia-c and IIa-c(d)] based on the sequences and structures of their catalytic domains [29–32]. While the majority of class II synthetases form α2 homodimers, the member glycyl-tRNA synthetases (GlyRSs) exist as either α2 homodimers, (αβ)2 heterotetramers, or (α − β)2 homodimers [33–35]. Structures of all three forms – complete, or in some cases partial – have now been determined using X-ray diffraction or cryo-EM [32, 36–41]. Both Mycobacterial and human cells express the α2 subtype, and notably, the GlyRS gene in humans encodes one product that serves both the cytosol and mitochondria [42–44], which has obvious advantages for the design of selective inhibitors. Whereas the human GlyRS (HsGlyRS) has been structurally characterized in various mechanistically meaningful states, including complexes with tRNA [37, 38, 45, 46], Mycobacterial GlyRSs and other α2-type GlyRSs from Gram positive bacteria have not yet been structurally described.
The GlyRSs expressed by several types of Mycobacteria have recently been entered into the SSGCID pipeline. Notably, in addition to being an essential gene, MtbglyS/glyQS was shown previously to be the most vulnerable among those encoding AaRSs in M. tuberculosis strain H37Rv [47], which provided a strategic basis for target selection. Additionally, recent pipeline work has demonstrated that both the M. tuberculosis GlyRS (MtbGlyRS) and Mycobacterium thermoresistibile GlyRS (MtrGlyRS) are tractable platforms for enzyme expression, crystallization, and structure-based drug design. Methodologies are also available in the literature for purification and crystallization of HsGlyRS [37, 38, 48, 49].
A commonly employed strategy for AaRS inhibition is to derivatize the aminoacyl-adenylate intermediate. Two inhibitors that closely resemble the intermediate are ascamycin, a structural analog of alanyl-adenylate [50], and the processed C-terminus of microcin C, an analog of aspartyl-adenylate [51]. Both have been derivatized into their respective aminoacyl-sulfamoyl-adenylates (aminoacyl-AMSs) [51, 52], which comprise a larger class of compounds known to be highly potent inhibitors of many AaRSs [53–56]. Expectedly, aminoacyl-AMSs have been shown in crystal structures to occupy both the cognate L-amino acid and AMP binding sites, and typically stabilize more ordered active site conformations [57, 58]. The ability to order the catalytic domains also makes them attractive compounds for determining AaRS crystal structures within structural genomics pipelines. Moreover, inhibitor platforms have been developed for targeting the human GlyRS based on glycyl-AMS [59–61].
In the present study, high-resolution crystal structures of MtbGlyRS and MtrGlyRS bound to glycyl-AMS were determined by X-ray diffraction to resolutions of 2.25 and 1.95 Å, respectively. Both proteins were produced in milligram amounts, although obtaining the M. tuberculosis form was enabled by expression in Mycobacterium smegmatis. In contrast to previously solved structures containing related ligands [45, 62], the structures presented here also detail the magnesium coordination sphere. Crystal structures were also obtained for the AMP-bound states of the two orthologs, and in the case of MtrGlyRS, the apo state. The ensemble of structures provides a clearer description of the active sites given differences in the crystallization conditions. Below, we characterize the two Mycobacterial GlyRSs, including their oligomeric states during purification, the AMP and glycyl-AMS binding sites, and ligand-dependent conformational changes and dynamics in the active site and dimer interface.
Materials and methods
Cloning, and protein expression and purification
MtbGlyRS was insoluble when expressed in E. coli; therefore, we used M. smegmatis as a protein expression system. Plasmid pDTCF containing the MycORI origin of replication [63] was provided as a gift by Dr. Vishant Boradia (Seattle Children’s Research Institute, Center for Global Infectious Disease Research). MtbGlyRS with an MHHHHHHHHGGGG tag at the N-terminus was subcloned into pDTCF using NEB builder, and M. smegmatis strain MC2_155 was transformed with the plasmid under selection with hygromycin [64]. For large-scale cultures, 4 l of M. smegmatis were grown at 37°C in 7H9 broth under selection with hygromycin. When the optical density at 600 nm reached 0.4, 100 ng/ml anhydrotetracycline was added to induce protein expression. Cells were harvested by centrifugation after 20 h yielding 31 g of pellets (wet weight), flash frozen in dry ice ethanol, and stored at −80°C.
To optimize MtbGlyRS purification, several lysis and purification conditions were tested, including varying pH, buffer identity, ionic strength, monovalent cation identity, Mg2+ concentration, presence or absence of detergent, and presence or absence of ATP. The cell pellet was suspended in 150 ml buffer A (20 mM Tris HCl, pH 8.2, 300 mM KCl, 10 mM MgCl2, and 5% glycerol), supplemented with 4 mM disodium ATP (VWR) and 2 EDTA-free cOmplete protease inhibitor tablets (Roche Diagnostics), and lysed by sonication using a Branson sonifier fitted with a flat tip (70% power for 10 minutes, with 5 second pulses separated by 10 second pauses). The lysate was treated with 2 µL Benzonase® nuclease (25 U/µl, Avantor) for 40 minutes then clarified by centrifugation at 10,000 x g for 40 minutes. The supernatant was loaded onto a 5 ml HisTrap Fast Flow column (Cytiva) equilibrated with buffer A containing 1 mM ATP and 20 mM imidazole, washed, and eluted with a linear gradient of 20–500 mM imidazole in buffer A. Fractions containing GlyRS were loaded onto a HiLoad Superdex 75 26/600 column (Cytiva) equilibrated with buffer A containing 1 mM ATP. The purified protein was then concentrated to 14.8 mg/ml based on the absorbance at 280 nm, flash frozen in liquid nitrogen, and stored at −80°C.
MtrGlyRS was prepared according to the SSGCID “tier 1” procedures [65]. The protein was expressed in 2 l cultures of E. coli Rosetta (DE3) R3 cells from plasmid pAVA0421 [65] using autoinduction [66, 67] to yield the following product: MAHHHHHHMGTLEAQTQGPGSM1…C461. Frozen bacterial cell pellets were thawed by vortexing in 200 ml of lysis buffer (20 mM HEPES, pH 7.0, 300 mM NaCl, 5% glycerol, 30 mM imidazole, 0.5% CHAPS, 21 mM MgCl2, and 1 mM TCEP). The cell suspension was sonicated while on ice for 15 minutes (70% amplitude, 5 second ON/10 second OFF cycles) using a Branson 450D Sonifier (Branson Ultrasonics). The sonified solution was then supplemented with 20 µl Benzonase® nuclease (EMD Chemicals) and incubated for 40 minutes at room temperature under gentle agitation. The lysate was clarified by centrifugation at 10,000 rpm for 60 min at 4°C in a F14S Rotor (Thermo Fisher).
The supernatant of the spun lysate was filtered through a 0.45 µm cellulose acetate filter (Corning Life Sciences) and loaded onto a 5 ml HisTrap Fast Flow Ni2+-affinity column (Cytiva) pre-equilibrated with column buffer A (20 mM HEPES, pH 7.0, 300 mM NaCl, 5% glycerol, and 30 mM imidazole). The protein was eluted with a linear gradient using a buffer comprising the buffer A components and 500 mM imidazole. The eluted sample was concentrated in an Amicon Ultra Centrifugal Filter device (Millipore Sigma) to less than 5 ml and then fractionated on a HiLoad 26/600 Superdex 200 column (Cytiva) pre-equilibrated with gel filtration buffer (20 mM HEPES, pH 7.0, 300 mM NaCl, 5% glycerol, and 1 mM TCEP). The protein purity in the peak fractions was verified by SDS-PAGE, and the purified protein was concentrated to 17 mg/mL based on the absorbance at 280 nm, flash-frozen in liquid nitrogen, and stored at −80 °C.
Crystallization and structure determination
All crystallization experiments were set up using an NT8 drop setting robot (Formulatrix, Inc.) and UVXPO MRC (Molecular Dimensions) 96-well sitting drop vapor diffusion plates at 291 K. Glycyl-AMS was purchased from Biosynth and AMP and ATP from Sigma. 100 nL of protein and 100 nL reservoir solution were dispensed and equilibrated against 50 µL of the latter. Crystals were grown and cryoprotected under the following conditions: glycyl-AMS-bound M. thermoresistibile GlyRS (2 mM glycyl-AMS added prior to crystallization), reservoir, Hampton Index condition F11 (0.2 M NaCl, 0.1 M Bis-Tris, pH 6.5, and 25% PEG 3350), cryoprotectant, 85% reservoir/15% glycerol; apo and AMP-bound M. thermoresistibile GlyRS (both supplemented with 2 mM AMP), reservoir, Rigaku JCSG+ condition H8 (25% PEG 3350, 0.1 M Bis-Tris, pH 5.5, and 0.2 M NaCl), cryoprotectant, 85% reservoir/15% PEG 200; glycyl-AMS- (crystals soaked 4 hours in crystallant containing 5 mM glycyl-AMS) and AMP-bound M. tuberculosis GlyRS (protein samples contained ATP and MgCl2), reservoir, Molecular Dimensions Morpheus Screen condition A2 (20% ethylene glycol, 10% PEG 8000, 100 mM imidazole/MES, pH 6.5, 30 mM MgCl2, and 30 mM CaCl2), cryoprotectant, reservoir (fresh drop).
X-ray diffraction data were collected at the National Synchrotron Light Source II beamline 19-ID (NYX) using an Eiger2 XE 9M pixel array detector. Intensities were integrated using XDS [68] via AUTOPROC [69] and the Laue class analysis and data scaling were performed with Aimless [70]. Structure solution of MtrGlyRS was conducted by molecular replacement with Phaser [71] using an AlphaFold structure of MtrGlyRS (entry AF-G7CIG9-F1 [72]) as the search model. The refined structure was used for subsequent phasing of the MtbGlyRS diffraction data. Manual model building and automated refinement were performed with the aid of Coot [73] and Phenix [74], respectively, and structural validation with MolProbity [75]. The protein assemblies were analyzed with PISA (web, https://www.ebi.ac.uk/pdbe/pisa/, and CCP4i versions [76, 77]). Multiple sequence alignments were performed using Clustal Omega and Clustal X, the latter for its implementation of Q-scores [78–80]. Figures were prepared using Chimera [81, 82], ESPript 3.0 [83], and ChemDraw.
The structures of MtbGlyRS with AMP or glycyl-AMS belong to space group P6122 with one protein chain in the asymmetric unit (asu), have similar unit cell constants, and were refined at 1.65 and 2.25 Å, respectively. The corresponding MtrGlyRS structures belong to space group C2 with two proteins in the asu and have resolutions of 2.90 and 1.95 Å. The MtrGlyRS apoenzyme crystals grew in the space group I4132 with one copy of the protein in the asu and diffracted X-rays to 2.85 Å. Additional diffraction and refinement data are provided in Table 1.
It should be noted that the crystal of apo MtrGlyRS originated from drops containing AMP. Additionally, the AMP-bound MtbGlyRS crystal contains two divalent metal ions in the active site that likely arose from the high ion concentrations in the crystallant (30 mM MgCl2 and 30 mM CaCl2). One of the ions alters the conformations of Arg291 and Glu165. The second is ligated by Glu284,a ribose binding residue, and its coordination complex is associated with a noticeable conformational change at His256. On the other hand, the MtbGlyRS-glycyl-AMS complex contains a single divalent cation coordinated by the sulfamoyl group and Glu284 carboxylate. Its structural relevance is supported by its close resemblance to related divalent metal coordination spheres observed in other class II AaRSs (see, e.g., Refs. [84, 85]). Waters 603A and 604B in the structure of glycyl-AMS-bound MtrGlyRS are likely divalent metals; the equivalent MtbGlyRS structure models a metal explicitly. Collectively, the two sets of structures aid the interpretation of the active site architectures.
Results
Expression and chromatographic profiling of Mycobacterial GlyRSs
MtbGlyRS and MtrGlyRS are encoded by the glyQS gene and are 463 and 461 residues in length, with theoretical molecular weights of 52.9 and 52.7 kDa, respectively. The two synthetases are 79.8% identical in their amino acid sequences [86], but phylogenetically branch within separate clades when aligned with eleven other Mycobacterial GlyRS sequences (S1 Fig in S1 File). The two groups of synthetases utilize different insertion domains, with the group containing MtrGlyRS having a zinc binding motif.
MtbGlyRS and MtrGlyRS were both successfully purified, albeit using different methodologies [65], resulting in several PDB entries. Table 1 summarizes a subset of five structures analyzed here. MtrGlyRS was readily produced using standard protocols, and 37.3 mg of protein were purified from 2 l of culture. In contrast, MtbGlyRS was insoluble when expressed in E. coli. GlyRSs from several Mycobacterium species – M. abscessus, M. avium, M. fortuitum, M. bortonae, M. marinum and M. smegmatis – were also insoluble when expressed in E. coli. To produce MtbGlyRS, the glyQS gene (with an N-terminal purification tag) was cloned into an M. smegmatis expression vector pDTCF and transformed into M. smegmatis, and expression of MtbGlyRS was induced by anhydrotetracycline. Standard lysis and purification buffers were modified to improve solubility and yield. Six milligrams of the protein were purified from 4 l of culture. Notably, both proteins eluted predominantly as monomers from size exclusion chromatography columns (Fig 1), which was unanticipated given their expected dimeric functional state and previous chromatographic results for other GlyRS orthologs [33, 87, 88].
(A) MtbGlyRS purified using a HiLoad 26/600 Superdex 75 column runs mostly at 47.3 kDa. (B) MtrGlyRS purified using a HiLoad 26/600 Superdex 200 column elutes with an apparent mass of 36.9 kDa.
Subunit architecture and conserved motifs
Structures of MtbGlyRS bound to AMP or glycyl-AMS were compared with the corresponding MtrGlyRS complexes as well as with the apo form of MtrGlyRS. The liganded chains are generally much more ordered than the MtrGlyRS apoenzyme, although major sections of the insertion domain are not visible in the various electron density maps (Fig 2A). A few of the modelled MtrGlyRS chains are more complete, however, owing to the presence and stability of the zinc binding site. Electron density maps validating the modeling of ligands and metal coordination spheres in the MtbGlyRS complexes are shown in S2 Fig in S1 File.
(A) Amino acid residues modelled into electron density maps. Ranges of unstructured residues are listed above the sequences. (B) Structural domains and glycyl-AMS binding elements in MtbGlyRS. Catalytic domain, residues 1-87 and 144-340, tan; insertion domain, residues 88-143, red; β-hairpin linker, residues 341-369, purple; anticodon recognition domain, residues 370-463, light blue; class II signature ATP binding loop, residues 197-212, cyan, and helix, residues 329-335, orange; molecular lid, residues 256-266, yellow. (C) Primary and secondary structures. Amino acids are colored as in panel B; secondary structural assignments [82] are shown above the sequence: β-strands, blue arrows; α-, 310, and π helices, red, black, and green cylinders, respectively.
MtbGlyRS and MtrGlyRS are the smallest of the α2-type GlyRSs thus far characterized structurally. Alignments of the subunits using DALI show that the closest structural ortholog in the PDB is Thermus thermophilus GlyRS (Z-score of 48.3 [89]; PDB entry 1GGM [62]), which contains insertions in each of its three domains. Similar to the TtGlyRS, the two Mycobacterial GlyRS subunits adopt the canonical architecture consisting of an N-terminal catalytic domain and a C-terminal anticodon binding domain connected by a β-hairpin insertion (Fig 2B and C). The catalytic core contains the class-II specific antiparallel β-sheet having the characteristic insertion domain after the first strand of the core β-sheet, and the anticodon recognition domain adopts the HGPT fold also found in HisRS, ProRS, and ThrRS.
The glycine binding site includes the conserved triad of glutamate residues described in previous studies [36-38, 62]. The flexible lid motif (residues 256–266) involved in recognition of the glycyl moiety includes the conserved ‘[AS]HY[AS]’ motif [90], with an ‘SHYS’ sequence occurring in MtbGlyRS and ‘SHYA’ in MtrGlyRS. The signature class-II ATP binding loop contains the conserved R197x…x[D/E]x…x[H/R]x…x[F212/Y] motif (MtbGlyRS numbering) and helical segment with a highly conserved arginine residue (MtbArg331) within the previously defined motifs 2 and 3, respectively [36].
Homodimeric properties and dimer interface remodeling
Despite isolating the monomers during gel filtration, the two synthetases crystallized in the canonical dimeric configuration. The dimers are formed largely through the packing of the catalytic domains and display a domain arrangement similar to those observed in the T. thermophilus and human GlyRSs [36–38]. In the structures containing ligands, the dimerization elements visible in the electron density maps include the ATP binding loop, a YxG loop that inserts into a three-helix motif in the opposite chain, the lower edge of the insertion domain, and the β-hairpin that immediately follows the insertion domain (Figure 3A). The hairpin packs adjacent to the equivalent hairpin in the neighboring chain with the two-fold rotation axis relating the subunits located between them.
(A) Complex with glycyl-AMS displays more structurally ordered interface. (B) Apoenzyme crystallizes as dimer despite highly unstructured interface. (C) Regions that become ordered upon complexation with glycyl-AMS (ribbons, color labeled). (D) Residues within ordering regions forming intersubunit contacts (red).
Remarkably, the interface visible in the electron density map of the MtrGlyRS apoenzyme is quite limited (Fig 3B and C). The disordered sections include nearly 30 residues that form intersubunit contacts in the more ordered dimers, with greater than half being hydrophobic (Fig 3D). Interestingly, the theoretical dissociation free energies estimated for the glycyl-AMS-bound states exceed 24 kcal/mol whereas the value for the apoenzyme model having more missing structural elements is less than 1 kcal/mole [76].
Glycyl-AMS and AMP binding sites
In both the AMP and glycyl-AMS binding sites, the adenine moieties are interposed between Phe212 (MtbGlyRS numbering) and Arg331 with the N6 amine engaging Glu199 and Thr209 through hydrogen bonding and N1 forming an additional hydrogen bond with Thr209 (Fig 4). The ribose moieties, which display 3’ endo puckering, likewise form similar contacts, the O2’ hydroxyl with nearby backbone sites, the O3’ hydroxyl with the carboxylate of Glu284 (a metal coordinating residue), and the O4’ and O5’ atoms with the side chain amide of Gln214. The sulfamoyl group binds the guanidinium of Arg197 and ligates the divalent metal via its two oxygens; the nitrogen does not interact with the protein but instead forms a hydrogen bond with an active site water (Fig 4A and C). The phosphoryl group of AMP aligns better and bonds ionically with the guanidinium of Arg197 (Fig 4B and D).
(A) Glycyl-AMS. (B) AMP. The displayed residues reside within 5 Å of the ligands. The presence of two divalent metals in the complex with AMP is likely the result of high crystallant concentrations of magnesium and calcium. (C,D) Accompanying chemical drawings of polar contacts. Carbon atoms are colored as in Fig 2. Hydrogen and ionic bonds are drawn schematically using dashed lines, and coordination bonds involving the divalent cations using solid lines. Water molecules are depicted as red spheres or ’w’. The black sphere and asterisk indicate a buffer component.
In the glycyl group binding site, the carbonyl oxygen forms hydrogen bonds with both the Arg197 and Gln214 side chains (Fig 4A and C). The amino group is held by the carboxylates of Glu216, Glu165, and Glu324. The configuration of the carboxylates, especially that of Glu324, together with the presence of the side chain of Ala326, impede the binding of pro S substituents, thus providing the molecular basis for the substrate specificity. Interestingly, Glu324 is oriented through a hydrogen bond with the more buried Glu218, which as noted previously for TtGlyRS, must be substantially pKa-shifted [36].
Active site remodeling
In transitioning from the AMP to glycyl-AMS bound states, the largest conformational change involves closure of the lid motif, with displacements having magnitudes as great as 5.6 Å that accompany a twist in the central sheet (Fig 5A). While the lid and glycyl-AMS lack close contacts, the hydroxyl group of Tyr264 is placed 3.6 Å from the electrophilic glycyl carbonyl carbon (Fig 4A and C).
(A) Lid closure stabilization upon introduction of glycyl moiety in MtbGlyRS. Magnitude of backbone conformational displacements are shown in tube representation. Tube thickness varies according to RMSD between Cα atoms. Inset highlights twist in central β-sheet of catalytic domain that accompanies change in lid motif. (B) Glycyl-AMS binding orders ATP and YxG loops for tRNA binding in MtrGlyRS (red). The loops adopt conformations resembling those observed in tRNA-bound human GlyRS (green and blue, PDB entry 5E6M [46]). (C) Active site stabilization induced by glycyl-AMS. Selected residues forming intersegmental contacts are displayed. An AlphaFold 3 model of the complete insertion domain is shown semi-transparently [91]. In panels A and C, the coloring schemes follow the convention used in Fig 2.
Partial priming of the enzyme for tRNA binding is most evident in the series of MtrGlyRS structures, which includes the apo state (Fig 5B). The ATP binding loop orders over the adenine moiety, with conserved Phe205 docking at Arg329, Glu197 and Thr207 at the adenine N6 amine, and Arg195 at the glycyl-sulfamoyl group. This conformational state introduces stabilizing interactions with the YxG loop, including electrostatic contacts between Gly201 and Arg29 and hydrophobic packing between Phe203 and Ile204 and Trp32 (Fig 5C).
The insertion domain also becomes increasingly ordered upon binding AMP and glycyl-AMS, as the lid structure becomes more organized. A helical insert between the knuckles of the zinc motif is largely disordered but likely situates at the tRNA acceptor arm binding site above ATP (Fig 5C). The two-stranded beta stem forming the base of the zinc motif head places Phe83 at the tRNA A76 binding site, where it packs between His79, Met142, Pro162, and Arg195. On the basis of the structure of tRNA-bound human GlyRS [46], a major conformational change must occur in this region to allow A76 to insert between and stack face-to-face with Phe83 and Arg195.
Discussion
Structural genomics repositories are not unlike the Svalbard Global Seed Vault, safeguarding critical molecular resources against future biological crises. Providing the scientific community protein crystal structures from a vast array of infectious disease targets is anticipatory of a future rife with multi- and pan-resistant cellular pathogens, which has suddenly arrived at our doorstep. These structures can dramatically accelerate the design of targeted inhibitors, particularly against formidable pathogens like M. tuberculosis, where lengthy, multi-drug regimens already impose enormous healthcare costs. Because only 10–20% of structural genomics targets ultimately result in successful structure determination, these repositories help researchers sidestep negative results and prioritize efforts where atomic-level insight is available, allowing more efficient navigation of the early stages of drug discovery. Within this framework, the crystallographic analysis of M. tuberculosis GlyRS provides an additional promising resource that can be leveraged to expand our therapeutic toolchest against this persistent pathogen.
By linking tRNAs to their cognate amino acids, and in several cases editing misaminocacylations, the AaRSs are essential players in protein translation and hence have been intensely pursued as drug targets. However, careful characterization of the AaRSs for drug discovery typically benefits from structure determination of substrate-bound complexes, which often have more structured active sites that reflect natural conformational changes. The presence of substrates is also known to potentiate the binding of some inhibitors, as seen with cladosporin, agrocin derivative TM84, and halofuginone [92–94].
The active sites of AaRSs possess two class-specific motifs used for binding ATP [30, 95–97]. Several class II synthetases also utilize a molecular “lid” located on the opposite side of its core fold that adopts open and closed conformations, with the latter surrounding the amino acid substrate and aminoacyl moiety of the reaction intermediate. Flexibility in these regions is commonly observed, especially in the absence of ligands, and the conformational dynamics can be leveraged for inhibition. This is exemplified by the natural product borrelidin, which binds EcThrRS and human cytosolic ThrRS only in the open state of the lid motif [93, 98].
The first class I and class II AaRS binding site architectures containing aminoacyl-adenylate analog inhibitors were characterized for glutaminyl-AMS-bound E. coli GlnRS [58] and seryl-AMS-bound T. thermophilus SerRS [57], respectively. The seryl-AMS was subsequently shown to adopt the same binding site architecture as that of seryl-adenylate, with the exception of a conformational change in an active site serine residue that interacts with the mainchain ester oxygen atom [99]. The present study describes the first crystal structures of bacterial class IIa GlyRSs bound to glycyl-AMS and magnesium, which closely recapitulate the binding site architecture of the glycyl-adenylate-bound TtGlyRS (Fig 6) [62]. Notably, there are no protein contacts with the mainchain ester oxygen due to the use of a glycine substitution. The complexes with glycyl-AMS are also important for delineating the ordered state of the active sites, which instead show relaxed lid motif conformations or dynamics in complexes with AMP, or a much less well-defined active site structure in the case of the apo MtrGlyRS.
Residues within 5 Å of the ligand are displayed in stick representation and are colored according to Fig 2B. The aligned residues in TtGlyRS (PDB entry 1GGM, chain A [62]) are colored black.
By comparison with the Mycobacterial GlyRSs, the human GlyRS is a much larger enzyme, with isoforms of 739 and 685 amino acids [43, 44] that contain three insertions in the catalytic domain. The human enzyme further contains an N-terminal WHEP-TRS domain and a C-terminal extension absent in the Mycobacterial GlyRSs [37, 38, 46, 100] (S3A Fig in S1 File). The β-sheet of its catalytic domain is also expanded by two additional strands adjacent to strand six by the second insertion. Despite these differences, the catalytic cores and anticodon binding domains of the two orthologs are structurally highly conserved and overlay closely to ~1 Å RMSD (S3B Fig in S1 File). A key question is thus how easily can MtbGlyRS inhibitors be developed that are selective over the human ortholog.
Focusing on active site comparisons, five sites show amino acid replacements within the glycine, ATP, and A76 binding sites that might be targeted through inhibitor binding; four of these sites occur within the glycyl-AMS binding site (Fig 7A). As noted above, the glycyl Cα is directed towards MtbAla326/MtrAla324, which likely plays a key role in amino acid specificity. In human GlyRS, the alanine is substituted with a serine (Ser524). The proximal MtbGln214, which forms multiple hydrogen bonds with glycyl-AMS, is substituted by a methionine (Met294). The glutamine residue is the most strongly conserved in bacterial α2-type GlyRSs among the five sites (S4 Fig in S1 File), and introduction of a hydrogen bonding donor and/or acceptor might be exploited for inhibitor selectivity. Near the N1-C2 atoms of the adenine moiety, two threonine residues, MtbThr209 and Thr330, are replaced by a valine and glycine (Val289 and Gly528), respectively. A perturbation of the local water structure in this region appears likely from related structures of human GlyRS.
(A) Amino acid differences between MtbGlyRS and HsGlyRS in active site (top, circled) and glycyl-AMS subsite (bottom, circled). In the top panel, residues of HsGlyRS that bind glycine, ATP, and tRNA A76 (grey, PDB entries 5E6M [46] and 2ZT7 [45]) are displayed together with the aligned residues of MtbGlyRS (dark green). In the bottom panel, only residues proximal to the ligand are shown. (B) MtrGlyRS and HsGlyRS apoenzyme crystals exhibit contrasting degrees of structural order in their catalytic and insertion domains (PDB entry 2PME [38]).
Additional differences with the active site of human GlyRS could conceivably emerge upon ligand dissociation or when fewer ligand moieties are present. The pronounced disorder observed in the apo MtrGlyRS crystal supports this notion: the insertion domain and two tRNA major groove recognition loops are absent in the electron density map (Fig 7B). These flexible features could offer strategic opportunities for achieving selective inhibitor binding on the basis of the “flexible target, rigid decoy” model [101].
Supporting information
S1 File. Phylogenetic clustering of Mycobacterial GlyRSs, electron density maps of co-crystallized ligands, additional structural comparisons with human GlyRS, and amino acid sequence alignment of α2-type bacterial GlyRS targets.
https://doi.org/10.1371/journal.pone.0326500.s001
(DOCX)
Acknowledgments
We would like to thank Dr. Vishant Boradia for helpful discussions and for sharing the M. smegmatis cell line and expression plasmid, Dr. Julie Early for assistance with manuscript coordination and preparation, and the Structure-guided Drug Discovery Coalition (SDDC) for productive discussions and suggesting M. smegmatis as an expression system.
References
- 1.
Global tuberculosis report 2023. Geneva: World Health Organization; 2023. Licence: CC BY-NC-SA 3.0 IGO.
- 2. Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, et al. Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012;380(9859):2095–128. pmid:23245604
- 3. Barry CE 3rd, Boshoff HI, Dartois V, Dick T, Ehrt S, Flynn J, et al. The spectrum of latent tuberculosis: rethinking the biology and intervention strategies. Nat Rev Microbiol. 2009;7(12):845–55. pmid:19855401
- 4. Karumbi J, Garner P. Directly observed therapy for treating tuberculosis. Cochrane Database Syst Rev. 2015;2015(5):CD003343. pmid:26022367
- 5. Mourad A, Baker AW, Stout JE. Reduction in expected survival associated with nontuberculous mycobacterial pulmonary disease. Clin Infect Dis. 2021;72(10):e552–7. pmid:32856690
- 6. Wu M-L, Aziz DB, Dartois V, Dick T. NTM drug discovery: status, gaps and the way forward. Drug Discov Today. 2018;23(8):1502–19. pmid:29635026
- 7. Michalska K, Jedrzejczak R, Wower J, Chang C, Baragaña B, Gilbert IH, et al. Mycobacterium tuberculosis Phe-tRNA synthetase: structural insights into tRNA recognition and aminoacylation. Nucleic Acids Res. 2021;49(9):5351–68. pmid:33885823
- 8. Moen SO, Edwards TE, Dranow DM, Clifton MC, Sankaran B, Van Voorhis WC, et al. Ligand co-crystallization of aminoacyl-tRNA synthetases from infectious disease organisms. Sci Rep. 2017;7(1):223. pmid:28303005
- 9. Rubio Gomez MA, Ibba M. Aminoacyl-tRNA synthetases. RNA. 2020;26(8):910–36. pmid:32303649
- 10. Schimmel P, Tao J, Hill J. Aminoacyl tRNA synthetases as targets for new anti-infectives. FASEB J. 1998;12(15):1599–609. https://doi.org/10.1096/fasebj.12.15.1599 pmid:9837850
- 11. Baker SJ, Zhang Y-K, Akama T, Lau A, Zhou H, Hernandez V, et al. Discovery of a new boron-containing antifungal agent, 5-fluoro-1,3-dihydro-1-hydroxy-2,1- benzoxaborole (AN2690), for the potential treatment of onychomycosis. J Med Chem. 2006;49(15):4447–50. pmid:16854048
- 12. Fuller AT, Mellows G, Woolford M, Banks GT, Barrow KD, Chain EB. Pseudomonic acid: an antibiotic produced by Pseudomonas fluorescens. Nature. 1971;234(5329):416–7. pmid:5003547
- 13. Rock FL, Mao W, Yaremchuk A, Tukalo M, Crépin T, Zhou H, et al. An antifungal agent inhibits an aminoacyl-tRNA synthetase by trapping tRNA in the editing site. Science. 2007;316(5832):1759–61. pmid:17588934
- 14. Silvian LF, Wang J, Steitz TA. Insights into editing from an Ile-tRNA synthetase structure with tRNAIle and mupirocin. Science. 1999;285(5430):1074–7. https://doi.org/10.1126/science.285.5430.1074 pmid:10446055
- 15. Yanagisawa T, Lee JT, Wu HC, Kawakami M. Relationship of protein structure of isoleucyl-tRNA synthetase with pseudomonic acid resistance of Escherichia coli. A proposed mode of action of pseudomonic acid as an inhibitor of isoleucyl-tRNA synthetase. J Biol Chem. 1994;269(39):24304–9. pmid:7929087
- 16.
Chênevert R, Bernier S, Lapointe J. Inhibitors of aminoacyl-tRNA synthetases as antibiotics and tools for structural and mechanistic studies. In: Lapointe J, Brakier-Gingras L, editors. Translation Mechanisms. New York, NY, U.S.A.: Kluwer Academic/Plenum Publishers; 2003. p. 416–28.
- 17. Cochrane RVK, Norquay AK, Vederas JC. Natural products and their derivatives as tRNA synthetase inhibitors and antimicrobial agents. Med Chem Commun. 2016;7(8):1535–45. https://doi.org/10.1039/C6MD00274A
- 18. Pang L, Weeks SD, Van Aerschot A. Aminoacyl-tRNA synthetases as valuable targets for antimicrobial drug discovery. Int J Mol Sci. 2021;22(4):1750. pmid:33578647
- 19. Gade P, Chang C, Pryde DS, Fletcher D, Niven S, Magalhaes LG, et al. Different chemical scaffolds bind to L-phe site in Mycobacterium tuberculosis Phe-tRNA synthetase. Eur J Med Chem. 2025;287:117335. pmid:39919438
- 20. Green SR, Davis SH, Damerow S, Engelhart CA, Mathieson M, Baragaña B, et al. Lysyl-tRNA synthetase, a target for urgently needed M. tuberculosis drugs. Nat Commun. 2022;13(1):5992. pmid:36220877
- 21. Gurcha SS, Usha V, Cox JAG, Fütterer K, Abrahams KA, Bhatt A, et al. Biochemical and structural characterization of mycobacterial aspartyl-tRNA synthetase AspS, a promising TB drug target. PLoS One. 2014;9(11):e113568. pmid:25409504
- 22. Li X, Hernandez V, Rock FL, Choi W, Mak YSL, Mohan M, et al. Discovery of a potent and specific M. tuberculosis Leucyl-tRNA synthetase inhibitor: (S)-3-(Aminomethyl)-4-chloro-7-(2-hydroxyethoxy)benzo[c][1,2]oxaborol-1(3H)-ol (GSK656). J Med Chem. 2017;60(19):8011–26. pmid:28953378
- 23. Palencia A, Li X, Bu W, Choi W, Ding CZ, Easom EE, et al. Discovery of novel oral protein synthesis inhibitors of Mycobacterium tuberculosis that target leucyl-tRNA synthetase. Antimicrob Agents Chemother. 2016;60(10):6271–80. pmid:27503647
- 24. Rybak MY, Balanda AO, Yatsyshyna AP, Kotey IM, Starosyla SA, Bdzhola VG, et al. Discovery of novel antituberculosis agents among 3-phenyl-5-(1-phenyl-1H-[1,2,3]triazol-4-yl)-[1,2,4]oxadiazole derivatives targeting aminoacyl-tRNA synthetases. Sci Rep. 2021;11(1):7162. pmid:33785838
- 25. Wang H, Xu M, Engelhart CA, Zhang X, Yan B, Pan M, et al. Rediscovery of PF-3845 as a new chemical scaffold inhibiting phenylalanyl-tRNA synthetase in Mycobacterium tuberculosis. J Biol Chem. 2021;296:100257. pmid:33837735
- 26. Zhu N, Lin Y, Li D, Gao N, Liu C, You X, et al. Identification of an anti-TB compound targeting the tyrosyl-tRNA synthetase. J Antimicrob Chemother. 2015;70(8):2287–94. pmid:25957580
- 27. Cummings JE, Lunde CS, Alley MRK, Slayden RA. Epetraborole, a leucyl-tRNA synthetase inhibitor, demonstrates murine efficacy, enhancing the in vivo activity of ceftazidime against Burkholderia pseudomallei, the causative agent of melioidosis. PLoS Negl Trop Dis. 2023;17(11):e0011795. pmid:38011278
- 28. Ganapathy US, Gengenbacher M, Dick T. Epetraborole is active against Mycobacterium abscessus. Antimicrob Agents Chemother. 2021;65(10):e0115621. pmid:34280020
- 29. Cusack S, Berthet-Colominas C, Härtlein M, Nassar N, Leberman R. A second class of synthetase structure revealed by X-ray analysis of Escherichia coli seryl-tRNA synthetase at 2.5 Å. Nature. 1990;347(6290):249–55. pmid:2205803
- 30. Eriani G, Delarue M, Poch O, Gangloff J, Moras D. Partition of tRNA synthetases into two classes based on mutually exclusive sets of sequence motifs. Nature. 1990;347(6289):203–6. pmid:2203971
- 31. Ribas de Pouplana L, Schimmel P. Two classes of tRNA synthetases suggested by sterically compatible dockings on tRNA acceptor stem. Cell. 2001;104(2):191–3. pmid:11269237
- 32. Valencia-Sánchez MI, Rodríguez-Hernández A, Ferreira R, Santamaría-Suárez HA, Arciniega M, Dock-Bregeon A-C, et al. Structural insights into the polyphyletic origins of glycyl tRNA synthetases. J Biol Chem. 2016;291(28):14430–46. pmid:27226617
- 33. Kern D, Giegé R, Ebel JP. Glycyl-tRNA synthetase from baker’s yeast. Interconversion between active and inactive forms of the enzyme. Biochemistry. 1981;20(1):122–31. pmid:7008831
- 34. Ostrem DL, Berg P. Glycyl-tRNA synthetase: an oligomeric protein containing dissimilar subunits. Proc Natl Acad Sci U S A. 1970;67(4):1967–74. pmid:4923123
- 35. Duchêne A-M, Peeters N, Dietrich A, Cosset A, Small ID, Wintz H. Overlapping destinations for two dual targeted glycyl-tRNA synthetases in Arabidopsis thaliana and Phaseolus vulgaris. J Biol Chem. 2001;276(18):15275–83. pmid:11278923
- 36. Logan DT, Mazauric MH, Kern D, Moras D. Crystal structure of glycyl-tRNA synthetase from Thermus thermophilus. EMBO J. 1995;14(17):4156–67. pmid:7556056
- 37. Cader MZ, Ren J, James PA, Bird LE, Talbot K, Stammers DK. Crystal structure of human wildtype and S581L-mutant glycyl-tRNA synthetase, an enzyme underlying distal spinal muscular atrophy. FEBS Lett. 2007;581(16):2959–64. pmid:17544401
- 38. Xie W, Nangle LA, Zhang W, Schimmel P, Yang X-L. Long-range structural effects of a Charcot-Marie-Tooth disease-causing mutation in human glycyl-tRNA synthetase. Proc Natl Acad Sci U S A. 2007;104(24):9976–81. pmid:17545306
- 39. Nagato Y, Yamashita S, Ohashi A, Furukawa H, Takai K, Tomita K, et al. Mechanism of tRNA recognition by heterotetrameric glycyl-tRNA synthetase from lactic acid bacteria. J Biochem. 2023;174(3):291–303. pmid:37261968
- 40. Ju Y, Han L, Chen B, Luo Z, Gu Q, Xu J, et al. X-shaped structure of bacterial heterotetrameric tRNA synthetase suggests cryptic prokaryote functions and a rationale for synthetase classifications. Nucleic Acids Res. 2021;49(17):10106–19. pmid:34390350
- 41. Yu Z, Wu Z, Li Y, Hao Q, Cao X, Blaha GM, et al. Structural basis of a two-step tRNA recognition mechanism for plastid glycyl-tRNA synthetase. Nucleic Acids Res. 2023;51(8):4000–11. pmid:36912079
- 42. Boczonadi V, Jennings MJ, Horvath R. The role of tRNA synthetases in neurological and neuromuscular disorders. FEBS Lett. 2018;592(5):703–17. pmid:29288497
- 43. Mudge SJ, Williams JH, Eyre HJ, Sutherland GR, Cowan PJ, Power DA. Complex organisation of the 5’-end of the human glycine tRNA synthetase gene. Gene. 1998;209(1–2):45–50. pmid:9524218
- 44. Shiba K, Schimmel P, Motegi H, Noda T. Human glycyl-tRNA synthetase. Wide divergence of primary structure from bacterial counterpart and species-specific aminoacylation. J Biol Chem. 1994;269(47):30049–55. https://doi.org/10.1016/S0021-9258(18)43986-5 pmid:7962006
- 45. Guo R-T, Chong YE, Guo M, Yang X-L. Crystal structures and biochemical analyses suggest a unique mechanism and role for human glycyl-tRNA synthetase in Ap4A homeostasis. J Biol Chem. 2009;284(42):28968–76. pmid:19710017
- 46. Qin X, Deng X, Chen L, Xie W. Crystal structure of the wild-type human glyRS bound with tRNA(Gly) in a productive conformation. J Mol Biol. 2016;428(18):3603–14. pmid:27261259
- 47. Bosch B, DeJesus MA, Poulton NC, Zhang W, Engelhart CA, Zaveri A, et al. Genome-wide gene expression tuning reveals diverse vulnerabilities of M. tuberculosis. Cell. 2021;184(17):4579–92. pmid:34297925
- 48. Boczonadi V, Meyer K, Gonczarowska-Jorge H, Griffin H, Roos A, Bartsakoulia M, et al. Mutations in glycyl-tRNA synthetase impair mitochondrial metabolism in neurons. Hum Mol Genet. 2018;27(12):2187–204. pmid:29648643
- 49. Qin X, Hao Z, Tian Q, Zhang Z, Zhou C, Xie W. Cocrystal structures of glycyl-tRNA synthetase in complex with tRNA suggest multiple conformational states in glycylation. J Biol Chem. 2014;289(29):20359–69. pmid:24898252
- 50. Isono K, Uramoto M, Kusakabe H, Miyata N, Koyama T, Ubukata M, et al. Ascamycin and dealanylascamycin, nucleoside antibiotics from Streptomyces sp. J Antibiot (Tokyo). 1984;37(6):670–2. pmid:6547710
- 51. Van de Vijver P, Vondenhoff GHM, Kazakov TS, Semenova E, Kuznedelov K, Metlitskaya A, et al. Synthetic microcin C analogs targeting different aminoacyl-tRNA synthetases. J Bacteriol. 2009;191(20):6273–80. pmid:19684138
- 52. Ueda H, Shoku Y, Hayashi N, Mitsunaga J, In Y, Doi M, et al. X-ray crystallographic conformational study of 5’-O-[N-(L-alanyl)-sulfamoyl]adenosine, a substrate analogue for alanyl-tRNA synthetase. Biochim Biophys Acta. 1991;1080(2):126–34. pmid:1932086
- 53. Brown P, Richardson CM, Mensah LM, O’Hanlon PJ, Osborne NF, Pope AJ, et al. Molecular recognition of tyrosinyl adenylate analogues by prokaryotic tyrosyl tRNA synthetases. Bioorg Med Chem. 1999;7(11):2473–85. pmid:10632057
- 54. Forrest AK, Jarvest RL, Mensah LM, O’Hanlon PJ, Pope AJ, Sheppard RJ. Aminoalkyl adenylate and aminoacyl sulfamate intermediate analogues differing greatly in affinity for their cognate Staphylococcus aureus aminoacyl tRNA synthetases. Bioorg Med Chem Lett. 2000;10(16):1871–4. pmid:10969988
- 55. Heacock D, Forsyth CJ, Shiba K, Musier-Forsyth K. Synthesis and aminoacyl-tRNA synthetase inhibitory activity of prolyl adenylate analogs. Bioorg Chem. 1996;24(3):273–89. https://doi.org/10.1006/bioo.1996.0025
- 56. Pope AJ, Moore KJ, McVey M, Mensah L, Benson N, Osbourne N, et al. Characterization of isoleucyl-tRNA synthetase from Staphylococcus aureus. II. Mechanism of inhibition by reaction intermediate and pseudomonic acid analogues studied using transient and steady-state kinetics. J Biol Chem. 1998;273(48):31691–701. pmid:9822630
- 57. Belrhali H, Yaremchuk A, Tukalo M, Larsen K, Berthet-Colominas C, Leberman R, et al. Crystal structures at 2.5 angstrom resolution of seryl-tRNA synthetase complexed with two analogs of seryl adenylate. Science. 1994;263(5152):1432–6. pmid:8128224
- 58. Rath VL, Silvian LF, Beijer B, Sproat BS, Steitz TA. How glutaminyl-tRNA synthetase selects glutamine. Structure. 1998;6(4):439–49. pmid:9562563
- 59. Kim S-H, Bae S, Song M. Recent development of aminoacyl-tRNA synthetase inhibitors for human diseases: A future perspective. Biomolecules. 2020;10(12):1625. pmid:33271945
- 60.
Qi X, Khaybullin R, Liang X. Preparation of sulfamide adenosine derivatives as antitumor, antiinflammatory, antibacterial, antifungal, and parasiticide agents. 2016.
- 61.
Yang X-L, Mo Z, Schimmel P. Inhibition of neddylation using glycyl-tRNA synthetase (GlyRS) inhibitors for cancer therapy. 2017.
- 62. Arnez JG, Dock-Bregeon A-C, Moras D. Glycyl-tRNA synthetase uses a negatively charged pit for specific recognition and activation of glycine. J Mol Biol. 1999;286(5):1449–59. pmid:10064708
- 63. Minch KJ, Rustad TR, Peterson EJR, Winkler J, Reiss DJ, Ma S, et al. The DNA-binding network of Mycobacterium tuberculosis. Nat Commun. 2015;6:5829. pmid:25581030
- 64. Snapper SB, Melton RE, Mustafa S, Kieser T, Jacobs WR Jr. Isolation and characterization of efficient plasmid transformation mutants of Mycobacterium smegmatis. Mol Microbiol. 1990;4(11):1911–9. pmid:2082148
- 65. Myler PJ, Stacy R, Stewart L, Staker BL, Van Voorhis WC, Varani G, et al. The Seattle Structural Genomics Center for Infectious Disease (SSGCID). Infect Disord Drug Targets. 2009;9(5):493–506. pmid:19594426
- 66. Alexandrov A, Vignali M, LaCount DJ, Quartley E, de Vries C, De Rosa D, et al. A facile method for high-throughput co-expression of protein pairs. Mol Cell Proteomics. 2004;3(9):934–8. pmid:15240823
- 67. Studier FW. Protein production by auto-induction in high density shaking cultures. Protein Expr Purif. 2005;41(1):207–34. pmid:15915565
- 68. Kabsch W. XDS. Acta Crystallogr D Biol Crystallogr. 2010;66(Pt 2):125–32. pmid:20124692
- 69. Vonrhein C, Flensburg C, Keller P, Fogh R, Sharff A, Tickle IJ, et al. Advanced exploitation of unmerged reflection data during processing and refinement with autoPROC and BUSTER. Acta Crystallogr D Struct Biol. 2024;80(Pt 3):148–58. pmid:38411552
- 70. Evans PR, Murshudov GN. How good are my data and what is the resolution?. Acta Crystallogr D Biol Crystallogr. 2013;69(Pt 7):1204–14. pmid:23793146
- 71. McCoy AJ, Grosse-Kunstleve RW, Adams PD, Winn MD, Storoni LC, Read RJ. Phaser crystallographic software. J Appl Crystallogr. 2007;40(Pt 4):658–74. pmid:19461840
- 72. Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O, et al. Highly accurate protein structure prediction with AlphaFold. Nature. 2021;596(7873):583–9. pmid:34265844
- 73. Emsley P, Lohkamp B, Scott WG, Cowtan K. Features and development of Coot. Acta Crystallogr D Biol Crystallogr. 2010;66(Pt 4):486–501. pmid:20383002
- 74. Liebschner D, Afonine PV, Baker ML, Bunkóczi G, Chen VB, Croll TI, et al. Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix. Acta Crystallogr D Struct Biol. 2019;75(Pt 10):861–77. pmid:31588918
- 75. Williams CJ, Headd JJ, Moriarty NW, Prisant MG, Videau LL, Deis LN, et al. MolProbity: More and better reference data for improved all-atom structure validation. Protein Sci. 2018;27(1):293–315. pmid:29067766
- 76. Krissinel E, Henrick K. Inference of macromolecular assemblies from crystalline state. J Mol Biol. 2007;372(3):774–97. pmid:17681537
- 77. Winn MD, Ballard CC, Cowtan KD, Dodson EJ, Emsley P, Evans PR, et al. Overview of the CCP4 suite and current developments. Acta Crystallogr D Biol Crystallogr. 2011;67(Pt 4):235–42. pmid:21460441
- 78. Larkin MA, Blackshields G, Brown NP, Chenna R, McGettigan PA, McWilliam H, et al. Clustal W and Clustal X version 2.0. Bioinformatics. 2007;23(21):2947–8. pmid:17846036
- 79. Sievers F, Higgins DG. Clustal Omega for making accurate alignments of many protein sequences. Protein Sci. 2018;27(1):135–45. pmid:28884485
- 80. Thompson JD, Gibson TJ, Plewniak F, Jeanmougin F, Higgins DG. The CLUSTAL_X windows interface: flexible strategies for multiple sequence alignment aided by quality analysis tools. Nucleic Acids Res. 1997;25(24):4876–82. pmid:9396791
- 81. Meng EC, Pettersen EF, Couch GS, Huang CC, Ferrin TE. Tools for integrated sequence-structure analysis with UCSF Chimera. BMC Bioinformatics. 2006;7:339. pmid:16836757
- 82. Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, et al. UCSF Chimera--a visualization system for exploratory research and analysis. J Comput Chem. 2004;25(13):1605–12. pmid:15264254
- 83. Robert X, Gouet P. Deciphering key features in protein structures with the new ENDscript server. Nucleic Acids Res. 2014;42(Web Server issue):W320-4. pmid:24753421
- 84. Cain R, Salimraj R, Punekar AS, Bellini D, Fishwick CWG, Czaplewski L, et al. Structure-guided enhancement of selectivity of chemical probe inhibitors targeting bacterial seryl-tRNA synthetase. J Med Chem. 2019;62(21):9703–17. pmid:31626547
- 85. Iwasaki W, Sekine S, Kuroishi C, Kuramitsu S, Shirouzu M, Yokoyama S. Structural basis of the water-assisted asparagine recognition by asparaginyl-tRNA synthetase. J Mol Biol. 2006;360(2):329–42. pmid:16753178
- 86. Needleman SB, Wunsch CD. A general method applicable to the search for similarities in the amino acid sequence of two proteins. J Mol Biol. 1970;48(3):443–53. pmid:5420325
- 87. Dignam SS, Dignam JD. Glycyl- and alanyl-tRNA synthetases from Bombyx mori. Purification and properties. J Biol Chem. 1984;259(7):4043–8. https://doi.org/10.1016/S0021-9258(17)43007-9 pmid:6706990
- 88. Nangle LA, Zhang W, Xie W, Yang X-L, Schimmel P. Charcot-Marie-Tooth disease-associated mutant tRNA synthetases linked to altered dimer interface and neurite distribution defect. Proc Natl Acad Sci U S A. 2007;104(27):11239–44. pmid:17595294
- 89. Holm L. Dali server: structural unification of protein families. Nucleic Acids Res. 2022;50(W1):W210–5. pmid:35610055
- 90. Mazauric MH, Keith G, Logan D, Kreutzer R, Giegé R, Kern D. Glycyl-tRNA synthetase from Thermus thermophilus--wide structural divergence with other prokaryotic glycyl-tRNA synthetases and functional inter-relation with prokaryotic and eukaryotic glycylation systems. Eur J Biochem. 1998;251(3):744–57. pmid:9490048
- 91. Abramson J, Adler J, Dunger J, Evans R, Green T, Pritzel A, et al. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature. 2024;630(8016):493–500. pmid:38718835
- 92. Chopra S, Palencia A, Virus C, Tripathy A, Temple BR, Velazquez-Campoy A, et al. Plant tumour biocontrol agent employs a tRNA-dependent mechanism to inhibit leucyl-tRNA synthetase. Nat Commun. 2013;4:1417. pmid:23361008
- 93. Fang P, Yu X, Jeong SJ, Mirando A, Chen K, Chen X, et al. Structural basis for full-spectrum inhibition of translational functions on a tRNA synthetase. Nat Commun. 2015;6:6402. pmid:25824639
- 94. Jain V, Yogavel M, Oshima Y, Kikuchi H, Touquet B, Hakimi M-A, et al. Structure of prolyl-tRNA synthetase-halofuginone complex provides basis for development of drugs against malaria and toxoplasmosis. Structure. 2015;23(5):819–29. pmid:25817387
- 95. Burbaum JJ, Starzyk RM, Schimmel P. Understanding structural relationships in proteins of unsolved three-dimensional structure. Proteins. 1990;7(2):99–111. pmid:2183216
- 96. Cavarelli J, Eriani G, Rees B, Ruff M, Boeglin M, Mitschler A, et al. The active site of yeast aspartyl-tRNA synthetase: structural and functional aspects of the aminoacylation reaction. EMBO J. 1994;13(2):327–37. pmid:8313877
- 97. Rould MA, Perona JJ, Steitz TA. Structural basis of anticodon loop recognition by glutaminyl-tRNA synthetase. Nature. 1991;352(6332):213–8. pmid:1857417
- 98. Sankaranarayanan R, Dock-Bregeon A-C, Rees B, Bovee M, Caillet J, Romby P, et al. Zinc ion mediated amino acid discrimination by threonyl-tRNA synthetase. Nat Struct Biol. 2000;7(6):461–5. pmid:10881191
- 99. Chimnaronk S, Gravers Jeppesen M, Suzuki T, Nyborg J, Watanabe K. Dual-mode recognition of noncanonical tRNAs(Ser) by seryl-tRNA synthetase in mammalian mitochondria. EMBO J. 2005;24(19):3369–79. pmid:16163389
- 100. Deng X, Qin X, Chen L, Jia Q, Zhang Y, Zhang Z, et al. Large conformational changes of insertion 3 in human glycyl-tRNA synthetase (hGlyRS) during catalysis. J Biol Chem. 2016;291(11):5740–52. pmid:26797133
- 101. Huggins DJ, Sherman W, Tidor B. Rational approaches to improving selectivity in drug design. J Med Chem. 2012;55(4):1424–44. pmid:22239221