Skip to main content
  • Loading metrics

Structural features and development of an assay platform of the parasite target deoxyhypusine synthase of Brugia malayi and Leishmania major

  • Suélen Fernandes Silva ,

    Contributed equally to this work with: Suélen Fernandes Silva, Angélica Hollunder Klippel

    Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

    Affiliation Chemistry Institute, São Paulo State University—UNESP, Araraquara, SP, Brazil

  • Angélica Hollunder Klippel ,

    Contributed equally to this work with: Suélen Fernandes Silva, Angélica Hollunder Klippel

    Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

    Affiliation School of Pharmaceutical Sciences, São Paulo State University—UNESP, Araraquara, SP, Brazil

  • Priscila Zonzini Ramos,

    Roles Data curation, Formal analysis, Methodology, Writing – review & editing

    Affiliations Molecular Biology and Genetic Engineering Center (CBMEG), Medicinal Chemistry Center (CQMED), Structural Genomics Consortium (SGC-UNICAMP), University of Campinas-UNICAMP, Campinas, SP, Brazil, Department of Structural and Functional Biology, Institute of Biology, University of Campinas—UNICAMP, Campinas, SP, Brazil

  • André da Silva Santiago,

    Roles Data curation, Formal analysis, Methodology, Validation, Writing – review & editing

    Affiliations Molecular Biology and Genetic Engineering Center (CBMEG), Medicinal Chemistry Center (CQMED), Structural Genomics Consortium (SGC-UNICAMP), University of Campinas-UNICAMP, Campinas, SP, Brazil, Department of Structural and Functional Biology, Institute of Biology, University of Campinas—UNICAMP, Campinas, SP, Brazil

  • Sandro Roberto Valentini,

    Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

    Affiliation School of Pharmaceutical Sciences, São Paulo State University—UNESP, Araraquara, SP, Brazil

  • Mario Henrique Bengtson,

    Roles Investigation, Project administration, Visualization, Writing – review & editing

    Affiliations Molecular Biology and Genetic Engineering Center (CBMEG), Medicinal Chemistry Center (CQMED), Structural Genomics Consortium (SGC-UNICAMP), University of Campinas-UNICAMP, Campinas, SP, Brazil, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas—UNICAMP, Campinas, SP, Brazil

  • Katlin Brauer Massirer,

    Roles Data curation, Funding acquisition, Resources, Visualization, Writing – review & editing

    Affiliations Molecular Biology and Genetic Engineering Center (CBMEG), Medicinal Chemistry Center (CQMED), Structural Genomics Consortium (SGC-UNICAMP), University of Campinas-UNICAMP, Campinas, SP, Brazil, Department of Structural and Functional Biology, Institute of Biology, University of Campinas—UNICAMP, Campinas, SP, Brazil

  • Elizabeth Bilsland,

    Roles Methodology, Validation, Writing – review & editing

    Affiliation Department of Structural and Functional Biology, Institute of Biology, University of Campinas—UNICAMP, Campinas, SP, Brazil

  • Rafael Miguez Couñago ,

    Roles Data curation, Formal analysis, Investigation, Methodology, Supervision, Validation, Visualization, Writing – review & editing (RMC); (CFZ)

    Affiliation Molecular Biology and Genetic Engineering Center (CBMEG), Medicinal Chemistry Center (CQMED), Structural Genomics Consortium (SGC-UNICAMP), University of Campinas-UNICAMP, Campinas, SP, Brazil

  • Cleslei Fernando Zanelli

    Roles Conceptualization, Formal analysis, Investigation, Resources, Supervision, Writing – review & editing (RMC); (CFZ)

    Affiliation School of Pharmaceutical Sciences, São Paulo State University—UNESP, Araraquara, SP, Brazil


Deoxyhypusine synthase (DHS) catalyzes the first step of the post-translational modification of eukaryotic translation factor 5A (eIF5A), which is the only known protein containing the amino acid hypusine. Both proteins are essential for eukaryotic cell viability, and DHS has been suggested as a good candidate target for small molecule-based therapies against eukaryotic pathogens. In this work, we focused on the DHS enzymes from Brugia malayi and Leishmania major, the causative agents of lymphatic filariasis and cutaneous leishmaniasis, respectively. To enable B. malayi (Bm)DHS for future target-based drug discovery programs, we determined its crystal structure bound to cofactor NAD+. We also reported an in vitro biochemical assay for this enzyme that is amenable to a high-throughput screening format. The L. major genome encodes two DHS paralogs, and attempts to produce them recombinantly in bacterial cells were not successful. Nevertheless, we showed that ectopic expression of both LmDHS paralogs can rescue yeast cells lacking the endogenous DHS-encoding gene (dys1). Thus, functionally complemented dys1Δ yeast mutants can be used to screen for new inhibitors of the L. major enzyme. We used the known human DHS inhibitor GC7 to validate both in vitro and yeast-based DHS assays. Our results show that BmDHS is a homotetrameric enzyme that shares many features with its human homologue, whereas LmDHS paralogs are likely to form a heterotetrameric complex and have a distinct regulatory mechanism. We expect our work to facilitate the identification and development of new DHS inhibitors that can be used to validate these enzymes as vulnerable targets for therapeutic interventions against B. malayi and L. major infections.

Author summary

Target-based drug discovery strategies hold the promise to discover safer and more effective treatments for Neglected Tropical Diseases (NTDs). Genetic manipulation techniques have been used to successfully identify essential genes in eukaryotic parasites. Unfortunately, the fact that a gene is essential under controlled laboratory conditions does not automatically make the corresponding gene-product vulnerable to pharmacological intervention in a clinical setting within the human host. To allow the discovery and development of small molecule tool compounds that can be used to validate pharmacologically vulnerable targets, one must first establish compound screening assays and obtain structural information for the candidate target. Eukaryotic cells lacking deoxyhypusine synthase (DHS) function are not viable. DHS catalyzes the first step in a post-translational modification that is critical for the function of eIF5A. Presence of mature eIF5A is also essential for eukaryotic cell viability. Here we reported compound screening assays (yeast-based for Brugia malayi and Leishmania major; in vitro for B. malayi only) and provided further regulatory and structural insights we hope will aid in the identification and development of inhibitors for the DHS enzymes from two NTD-causing organisms—B. malayi, the causative agent of lymphatic filariasis and L. major, the causative agent of cutaneous leishmaniasis.


Neglected tropical diseases (NTDs) affect over 1.5 billion people and cause approximately 500,000 deaths per year, mainly in low- and middle-income countries [1]. Two NTDs in urgent need of new treatments are leishmaniasis, caused by Leishmania parasites, and lymphatic filariasis, caused by tissue-dwelling nematodes Wuchereria bancrofti, Brugia malayi and Brugia timori. Current treatments for the three main clinical manifestations of leishmaniasis (cutaneous, mucocutaneous and visceral) have severe side-effects and many are currently ineffective due to the emergence of resistance [2,3]. For lymphatic filariasis, eradication efforts have been hampered by the inability of current drugs to kill adult worms [4,5]. Currently, there are approximately 70 million people infected with filarial worms and up to 1.6 million new leishmaniasis cases each year [1,6].

Target-based drug discovery strategies hold the promise to help develop safer and more effective medicines for NTDs. However, target-based programs require the availability of purified recombinant protein, the establishment of biochemical assays, and the availability of structural information to help illuminate hit discovery and optimization campaigns. Additionally, there is a chronic shortage of well-validated targets for NTD-causing organisms that could feed and sustain a robust drug discovery pipeline that is ready to respond to the certain emergence of resistant strains [79].

Deoxyhypusine synthase (DHS) is a promising target for small molecule-based therapies against NTDs. DHS catalyzes the NAD+-dependent transfer of the 4-aminobutyl moiety from the polyamine spermidine to a specific lysine residue in eukaryotic translation factor 5A (eIF5A) [10]. This reaction is the first step in the biosynthesis of hypusine in eIF5A. In a second reaction, production of mature, active eIF5A is carried out by deoxyhypusine hydroxylase (DOOH). In eukaryotic cells, mature eIF5A is required for translation elongation and termination, and essential for cell viability [11]. Likewise, DHS is thought to be essential in all eukaryotes [12], and gene knock-out experiments have shown DHS function to be essential for Plasmodium falciparum, Leishmania donovani and Trypanosoma brucei [1315].

Most eukaryotic DHS proteins are functional homotetrameric enzymes. Crystal structures of human (Hs)DHS revealed that homotetramers have two pairs of identical active sites, and each active site is formed by residues from two distinct DHS protomers. The N-terminal region of each protomer in a DHS dimer reaches out and blocks the entrance of one of the two active sites in the adjacent homodimer. The sequence for this N-terminal region is widely conserved amongst various eukaryotic DHS proteins and is known as the “ball and chain” motif [16,17]. Mutational studies have also identified a series of structurally-conserved residues that are important for DHS function, including a conserved lysine residue that is essential for catalysis and forms a butylimine covalent intermediate during the DHS reaction [18].

As opposed to most eukaryotes, the genomes of trypanosomatid and Entamoeba species encode two DHS paralogs, known as DHSp and DHSc [15,19]. DHSp and DHSc associate to form a functional heterotretrameric enzyme. Both paralogs have the DHS fold, but DHSp lacks catalytic-important residues, including the conserved catalytic lysine residue. Consequently, DHSc/DHSp heterotetramers have two catalytically-active and two catalytically-dead sites. Both Trypanosoma and Leishmania DHS paralogs also lack the N-terminal ball and chain motif seen in other eukaryotic DHS enzymes.

Development of DHS inhibitors for the human enzyme is an on-going activity towards new anti-cancer therapies [20]. Similar efforts for DHS counterparts from pathogenic organisms have been hampered by a lack of structural information and compound screening assays. Further, the cellular roles and regulatory mechanisms of DHS enzymes from NTD-causing organisms, such as L. major and B. malayi, are not completely understood.

We have chosen BmDHS and LmDHS as candidate drug targets because both are suggested by the Tropical Disease Research (TDR) targets database ( This database is an online resource to facilitate the prioritization of targets for drug development focused on pathogens causing neglected human diseases [21,22]. Furthermore, BmDHS is expressed in the adult stages of the parasite [23], being this very important since the adult worms are the cause of much of the pathology associated with lymphatic filariasis [24,25]. Additionally, BmDHS is likely to be essential for the survival of B. malayi in the human host [24]. On the other hand, in the case of Leishmania, both DHS counterparts show a low degree of sequence homology compared to human DHS (P49366) [26] and regardless of conservation of some of the active site amino acid residues between the human and leishmanial DHS, a potent inhibitor of human DHS, N1-Guanyl-1,7-diaminoheptane (GC7), had little inhibitory effect on L. donovani proliferation [14], indicating there is a difference between those enzymes that could be exploited to design new inhibitors [27].

Here, we obtained the crystal structure of NAD+-bound B. malayi (Bm)DHS and adapted a high-throughput screen (HTS)-ready biochemical assay to identify new inhibitors for this enzyme. Although we could not produce recombinant L. major (Lm)DHS in bacteria, we developed a yeast-based functional complementation system that can be used to find inhibitors of the Leishmania enzyme. Further, our data show that both LmDHSp and LmDHSc are required to complement DHS function in yeast. We expect our results to serve as the basis for future compound development campaigns aimed at chemically-validating DHS as a target for therapeutic interventions for L. major and B. malayi infections.


Plasmids, strains and media

For general cloning, we used Escherichia coli Mach-1 cells (Invitrogen, Carlsbard, USA). For protein production, we used BL21(DE3)-R3, a phage-resistant derivative of BL21(DE3) cells carrying plasmid pRARE2 (chloramphenicol resistant) [28]. Plasmids and S. cerevisiae strains used in this study are listed in Tables 1 and 2, respectively. The maintenance and cultivation of S. cerevisiae strains, composition and preparation of culture media and solutions, as well as techniques used in this study were performed according to standard protocols [2931].

Table 2. Saccharomyces cerevisiae strains used in this study.

Cloning of DHS from B. malayi and L. major

Multiple fragments of BmDHS (Gene ID: 6098167), LmDHSc (Gene ID: 5654787) and LmDHSp (Gene ID: 5651301) were amplified by PCR and cloned into E. coli expression vector pNIC28-Bsa4, using ligation-independent cloning (LIC) [3436]. Following this cloning strategy, recombinant proteins expressed from pNIC-Bsa4 vectors are fused to a N-terminal 6xHis tag, cleavable by treatment with the TEV (tobacco etch virus) protease. Detailed information about all constructs generated here, such as primer sequences, PCR template DNA, amplicon lengths and protein molecular weight, is available on S1 and S2 Tables. The DNA constructs used in this work for biochemical assays, yeast-based functional complementation system and structural determination were verified by sequencing (S1 File).

Small scale test expressions for BmDHS and LmDHSp/DHSc were performed in 1 mL bacterial cultures as described before [36]. Recombinant proteins were enriched from the clarified cell lysate using Ni-Sepharose resin (GE Healthcare Life Sciences), and analyzed by SDS-PAGE.

Purification and crystallization of B. malayi DHS

For protein production, BL21(DE3)-R3-pRARE2 cells harboring plasmid pNIC28-Bsa4-BmDHS were grown in TB medium (supplemented with 50 μ−1 kanamycin, 35 μ−1 chloramphenicol) under agitation (140 rpm) at 37 °C until OD600 reached approximately 1.5. The cell culture was then cooled to 18 °C for 30 minutes and, after addition of isopropyl 1-thio-D-galactopyranoside (IPTG) to the media (0.2 mM final concentration), growth resumed at 18 °C overnight. Cells were harvested by centrifugation and pellets suspended in 2x lysis buffer (1 mL per gram of cells) (1x lysis buffer is 50 mM HEPES pH 7.5, 0.5 M NaCl, 10.0% (v/v) glycerol, 10 mM imidazole and 1 mM TCEP) supplemented with protease inhibitor cocktail EDTA-free (Merck Millipore; 1:200). Cells in 2x lysis buffer were flash-frozen in liquid nitrogen and stored at −80°C until use. After thawing cells were lysed by sonication on ice for 4 min (5 sec on, 10 sec off—amplitude = 35%) using a Sonics Vibra Cell VCX750 ultrasonic cell disrupter. Polyethyleneimine 0.15% was added to the cell lysate prior to centrifugation (45 min, 40,000 xg, at 4°C). The clarified lysate was applied onto a 5 mL HisTrap FF Crude column (GE Healthcare) connected to an AKTA pure protein purification system (GE Healthcare). BmDHS was eluted stepwise in lysis buffer with 300 mM imidazole. Removal of the hexahistidine tag was performed at 4 °C overnight using recombinant TEV protease while dialyzing against excess gel filtration buffer (20 mM HEPES, 500 mM NaCl, 1 mM TCEP, 5.0% [v/v] glycerol). BmDHS was further purified by reverse affinity in Ni-Sepharose followed by gel filtration (HiLoad 16/600 Superdex 200, GE Healthcare). BmDHS in gel filtration buffer was concentrated to approximately 11−1 using 30 kDa MWCO centrifugal concentrators (Millipore) at 4 °C. Protein concentration for the purified polypeptides was estimated by near UV absorbance at 280 nm using a NanoDrop (ThermoFisher) and Beer-Lambert equation A = ε x c x l, where ε is the BmDHS extinction coefficient (41370), c is the protein concentration in mol/L and l is the optical path length in cm. The protein was flash-frozen in a liquid nitrogen bath and stored at -80°C until use.

For crystallization, NAD+ and GC7 (diluted in gel filtration buffer) were added to purified BmDHS at 3-fold molar excess and incubated on ice for 1 h. The concentration of BmDHS in this mixture was returned to approximately 11−1 using centrifugal concentrators (30 kDa MWCO, Millipore) at 4°C prior to setting up 150 nL volume sitting drops at three ratios of the mixture composed by protein-NAD+-GC7 in relation to the reservoir solution (2:1, 1:1, or 1:2). Crystallization experiments were performed at 20 °C. Crystals were cryoprotected in reservoir solution supplemented with 25–30% glycerol before flash-freezing in liquid nitrogen for data collection. The best-diffracting crystals grew in a solution containing 20% PEG 3350 and 0.2 M ammonium citrate dibasic pH 5.0. Diffraction data were collected at the Diamond Light Source (DLS, Didcot OX11 0DE, United Kingdom) beamline I24.

Structure solution and refinement

Diffraction data from BmDHS crystals were integrated using XDS [37] and scaled using AIMLESS from the CCP4 software suite [38]. Molecular replacement (MR) for BmDHS was performed with Phaser [39] using the human enzyme as template (PDB ID 1DHS) [16]. Refinement was performed in REFMAC5 [40]. Coot [41] was used for manual model building and refinement. NAD+ atoms were refined with full (1.0) occupancy. Structure validation was performed using MolProbity [42]. Structure factors and coordinates have been deposited in the PDB with the PDB ID 6W3Z (see Table 3). The final BmDHS model consisted of amino acids 5–245,351–359 for chain A; 28–360 for chain B; residues 9–360 for chain C, and 14–359 for chain D. Protein interfaces were calculated using the "Protein interfaces, surfaces and assemblies" (PISA) service at the European Bioinformatics Institute [43].

Table 3. Crystallographic data and refinement statistics for BmDHS-NAD+ complex.

Structural comparison between BmDHS and HsDHS active sites

To delineate the protein substrate-binding pocket, our crystal structure of BmDHS was superimposed onto the available coordinates of the crystal structure of spermidine-bound HsDHS (PDB ID 6XXK) [44] and onto the crystal structure of GC7-bound HsDHS (PDB ID 1RQD) [17] using Pymol (Schrödinger, Inc) [45]. The structural alignments were used for comparison between HsDHS and BmDHS active sites.

Homology modeling of L. major DHS

A homology model of LmDHSc and LmDHSp was built based on the crystal structure of the ternary complex of the T. brucei proteins bound to NAD+ (PDB ID 6DFT) [19] using SWISS-MODEL “Hetero Target” mode [46]. In this homology model, the N-terminal extension unique to LmDHSp was omitted and the amino acid insertions unique to LmDHSc were modelled as coils. SWISS-MODEL reported quality scores for the final homology model were: GMQE = 0.61, and QMEAN = -4.41.

Determination of oligomeric state of BmDHS

The oligomeric state of BmDHS in solution was determined through the application of the purified protein onto the Superdex 200 Increase 10/300 (GE Life Science). Three different runs were used to obtain the standard curve, in which two of them contained a standard mix of proteins and the other one contained blue dextran 2000 to obtain the void volume. Firstly, blue dextran was applied, followed by the first mix with catalase (232 kDa), conoalbumin (75 kDa), and carbonic anhydrase (29 kDa). The second mix was composed by aldolase (158 kDa), ovoalbumin (44 kDa), and Ribonuclease A (13.7 kDa), then, 900 μg of purified BmDHS was applied onto the column. The standard proteins and the blue dextran 2000 belong to the low and high molecular weight gel filtration calibration kits (GE Life Sciences).

The proteins were solubilized in gel filtration buffer (20 mM HEPES pH 7.5, 300 mM NaCl, 5% Glycerol, 0.5 mM TCEP). The AKTA 25 L system flow was set up to 0.4 mL.min-1 and one milligram of each standard protein were loaded in a 500 μL injection. The elution volumes were used to calculate Kav values of each protein according to the following equation: Kav = (VE-V0) / (VC-V0), where VE, V0, and VC are the elution, void, and column volumes respectively. Kav values were plotted against the log of the molecular mass of the proteins to calculate the curve equation and discover the BmDHS mass in solution.

Enzymatic assay for BmDHS

DHS activity was measured by following the increase in NADH fluorescence generated by the DHS-dependent reduction of cofactor NAD+ [47,48] using a CLARIOstar plate reader (BMG Labtech) set at the following wavelengths: excitation—355 ± 15 nm; emission—445 ± 20 nm. Measurements were recorded every 50 s following the start of the reaction for 50 min in total. Reactions were set at room temperature in Corning 384-well plates (Corning) with a final volume of 50 μL. All reactions were performed in buffer containing 0.2 M glycine / NaOH, pH 9.2; 5% glycerol; and 1 mM dithiothreitol (DTT, prepared fresh). We used this pH because it was the one that provided the highest activity for BmDHS (S1 Fig). In addition, this pH was also used in enzymatic assays with DHS from other species [14,47,49,50]. For the NAD+ titration experiment, final concentrations for reaction components were: spermidine—0.56 μM; BmDHS—100 nM (monomer); and NAD+—ranging from 0.195 to 400 μM. For the spermidine titration experiment, final concentrations for reaction components were: NAD+ - 132 μM; BmDHS—100 nM (monomer); and spermidine—ranging from 0.0005 to 1 μM. For the GC7 inhibition experiment test, final concentrations for reaction components were: spermidine—0.56 μM; NAD+ - 132 μM; BmDHS—75 nM (monomer); and GC7—ranging from 0.00017 to 10 μM. All reactions components were incubated for 1 h at room temperature prior to the addition of spermidine or NAD+ to start the reaction. Initial velocities at varying NAD+ or spermidine concentrations were estimated from reaction progress curves by least square fitting of the linear phase of the reaction. The dependence of the initial velocities on substrate or cofactor concentration was fitted to a hyperbola, Y = Vmax*X/(Kobs + X), where Vmax is the maximum enzyme velocity, X is the substrate concentration and Kobs is the substrate concentration needed to achieve a half-maximum enzyme velocity. Half-maximal inhibitory concentrations (IC50) were calculated by fitting the data to the equation: Y = Bottom + (Top-Bottom)/(1+10^((LogIC50-X)*HillSlope)), where Bottom and Top are plateaus in the units of the reaction rate, IC50 is the concentration of agonist that gives a response half away between Bottom and Top, X is the log of GC7 concentration and HillSlope describes the steepness of curves and it was used in this case a standard value of -1. Data points for individual experiments were collected in duplicates. All experiments were repeated twice. Data analysis employed GraphPad PRISM (version 6.00 for Windows).

Functional complementation assays

Cloning in yeast expression vector.

Synthetic genes encoding human (Hs)DHS (Gene ID: 1725) and BmDHS (Gene ID: 6098167) were codon-optimized for expression in S. cerevisiae (Geneart) and sub-cloned into the BamHI-PstI sites of pCM188 [33] to produce pCM188-HsDHS and pCM188-BmDHS, respectively. Following this cloning strategy, the expression of heterologous genes is under control of a strong constitutive promoter CYC1pr [51]. Genes for both L. major paralogs (LmDHSc and LmDHSp) were PCR-amplified from L. major genomic DNA. LmDHSc was cloned into the BamHI-HindIII sites, and LmDHSp was cloned into the NotI-SacI sites of pSP-GM1 [32], generating pSP-GM1-LmDHSc and pSP-GM1-LmDHSp, respectively. Alternatively, both LmDHS paralogs were cloned into a single pSP-GM1 plasmid, using the restriction sites cited above, and generating construct pSP-GM1-LmDHSp/DHSc. Using this cloning strategy, expression of LmDHSc and LmDHSp is under control of constitutive promoters PGK1pr and TEF1pr, respectively.

Yeast transformation and haploid selection.

To generate DHS-complemented strains, the transformation of the heterologous constructs (pCM188-HsDHS, pCM188-BmDHS, pSP-GM1-LmDHSc, pSP-GM1-LmDHSp or pSP-GM1-LmDHSp/DHSc) was performed into a yeast strain heterozygous for a deletion of the DYS1 yeast gene (encodes the DHS from S. cerevisiae, therefore herein called ScDHS) and heterozygous for pdr5 (pdr5Δ::kanMX). PDR5 encodes for S. cerevisiae most abundant drug export pump, hence its deletion generally results in an intracellular accumulation of test compounds [24]. After the transformation, these heterozygous strains harboring the heterologous constructs were sporulated and derived haploids were selected in the appropriated medium [31] for further assays.

Briefly, the following heterologous constructs: pCM188-HsDHS, pSP-GM1-LmDHSc, pSP-GM1-LmDHSp or pSP-GM1-LmDHSp/DHSc were transformed into diploid strain VZL1444 (Table 2). This diploid strain harbors a knockout of ScDHS, deleted by the insertion of the genetic marker HIS3 (dys1Δ::HIS3), serving as a positive selection marker, since the strain will grow in media lacking histidine. The strain should be diploid considering the DYS1 gene is essential in S. cerevisiae, requiring a wild-type allele. This strain also has other genes that can be used for selection of haploids (recessive markers) after mating and sporulation: CAN1 and LYP1 genes. CAN1 and LYP1 encode, respectively, arginine and lysine plasma membrane permeases and their deletions confer canavanine and thialysine resistance, respectively. The query strain also has the STE2pr-LEU2 reporter, which promotes the expression of the LEU2 gene only in haploid strains of mating type a (MATa). Therefore, the plating in synthetic medium lacking leucine, lysine and arginine, and complemented with canavanine and thialysine ensures the selection of haploids [52].

Yeast spot assay.

The strains were grown in 5 mL of appropriate selective medium at 30°C until reaching approximately 1-2x107 cells.mL-1. Then the cells were collected by centrifugation at 3,000 xg for 7 min and resuspended to the final concentration of 2.5x108 cells.mL-1. After this procedure, 100 μL of this suspension were transferred into a 96 well microplate and 5 ten-fold serial dilutions were carried out. A volume of 4 μL of the original suspension and the dilutions were plated on the media of interest. The plates were then incubated at 30°C for 3 days. This experiment was conducted in triplicate comprising three independent experiments.

Western blot analysis.

To assay the levels of hypusination, the yeast strains were grown overnight and then diluted to OD600nm of 0.1 and grown to log phase at 30°C in 5 mL of culture. Subsequently, the cells were harvested by centrifugation at 4°C and stored at -80°C. Pellets were resuspended in 100 μL of lysis buffer (200 mM Tris/HCl, pH 7.0; 2 mM DTT; 2 mM EDTA; 2 mM PMSF and 5 μg.mL-1 of pepstatin, leupeptin, aprotinin and chymostatin) and lysed by agitation in Fast Prep equipment (three agitation cycles of 20 s) with glass beads. The cells were clarified by centrifugation at 20,000 ×g for 15 min at 4°C and the supernatant was collected. Protein quantification was performed using DC Protein Assay (Bio Rad) against a bovine serum albumin (BSA; Sigma Aldrich) calibration curve. An amount of 7.5 μg of total protein were resolved on a 12% SDS-PAGE gel and transferred to nitrocellulose by a semi-dry transfer system (Bio Rad).

The immunoblot analysis was performed using a rabbit polyclonal anti-eIF5A (yeast) antibody [53] at a 1:10,000 dilution, a rabbit polyclonal anti-hypusine antibody (Millipore) [54] at a 1:2,000 dilution and a rabbit polyclonal anti-Rpl5 (yeast) antibody at a 1:25,000 dilution (loading control) [55], followed by anti-rabbit secondary antibody at a dilution of 1:20,000 (Sigma Aldrich). The proteins of interest were detected using a chemiluminescence detection system (ECL, GE Healthcare) on a Li-Cor C-Digit Blot Scanner.

Growth analysis of DHS-complemented yeast strains in the presence of the drug GC7

The growth of DHS-complemented S. cerevisiae dys1Δ strains in the presence or absence of DHS inhibitor GC7 was monitored by optical density. Cells were grown at 30°C in 5 mL of culture media until stationary phase. Cells were then diluted in selective medium to an initial OD600nm of 0.2 (approximately 1x106 cells.mL-1) and a final volume of 150 μL in 96-well flat-bottom microplates (SPL—code 004393). The media used to dilute the cells contained either GC7 (at 1 mM final concentration diluted in acetic acid) or the acetic acid vehicle only (at 0.1 mM final concentration). Media for both groups contained aminoguanidine (1 mM final concentration) to prevent degradation of GC7 by monoamine oxidases [56]. Absorbance values (OD600nm) were acquired every 15 minutes for 15 h using a plate reader (Infinite 200 Pro, TECAN). The data were normalized by subtracting the OD600nm value obtained for the GC7-treated or untreated condition by its respective background absorbance (medium plus compounds) values. These normalized data were converted to simple moving average, using four points, and these data was analyzed using Grofit package written in R, based on the model-free spline method [57]. A smoothed spline was fitted and growth scores were generated by calculating the maximum exponential growth rate for each replicate multiplied by the yield of the replicate (maximum OD600nm—minimum OD600nm) and then dividing this result by the lag phase duration [24,57]. Finally, a relative score for each strain was determined by the quotient of the score obtained for the treated condition and the score obtained for the untreated condition. A Student’s t-test (p < 0.05) was used to evaluate the differences in growth score for individual strains in the presence or absence of GC7. Differences in growth scores between strains were evaluated using a Tukey test (p < 0.05).

Cell viability assay of DHS-complemented yeast strains after GC7 treatment

The DHS-complemented yeast strains were grown as described in the section “Growth analysis of DHS-complemented yeast strains in the presence of the drug GC7”. Also, the wild type strain (ScDHS) was treated with 10 mM H2O2 as a positive control of decrease of yeast cell viability [58]. The cell viability was determined by staining with methylene blue, as reported previously [58]. After growth of cell cultures, 140 μL of cultures were washed and resuspended in phosphate-buffered saline (PBS; 0.01 M pH 7.0) to approximately 108 cells.mL-1, then 20 μL of the cell suspensions were mixed with 20 μL of methylene blue (0.1 mg. mL−1 stock solution, dissolved in a 2% dihydrate sodium citrate solution) and incubated for 5 min at room temperature. Subsequently, cells were examined under a light microscope in a Neubauer chamber. The number of stained (non-viable cells) or unstained (viable cells) were counted to a total of at least 320 cells per condition from two biological replicates [58,59]. The percentage of viable cells was calculated dividing the number of live cells by the total number of cells, multiplied by 100 [59]. A Student’s t-test was used to evaluate the differences in cell viability for each strain in the absence or presence of GC7.


Cloning, expression and purification of Brugia malayi DHS

Currently, there is a lack of information on the biochemistry and structure of DHS proteins from nematode worms. To enable DHS from the filarial nematode worm, B. malayi, as a potential target for structure-based drug development programs, we sought to clone the gene encoding this enzyme and produce it recombinantly in E. coli cells. Previous genetic analysis of the gene encoding the DHS enzyme from the domestic silk moth (Bombyx mori) identified bma-DHPS-1 (Gene ID: 6098167) as its counterpart in the genome of B. malayi [60].

To increase the chances of producing the heterologous recombinant protein in a soluble form, we adopted a similar strategy to that of The Structural Genomics Consortium [35]. We designed primers to generate four different PCR amplicons from the bma-DHPS-1 gene template, each one encoding different B. malayi (Bm)DHS proteins having disparate N- and C-terminal boundaries. These boundaries were selected based on a structure-based sequence alignment between the filarial worm enzyme and its closest counterpart in the Protein DataBank (PDB), the human (Hs)DHS enzyme (PDB entry ID 1DHS) [16] (Fig 1 and S1 and S2 Tables). Small scale test-expression of the four different BmDHS constructs, revealed that three of them (BmDHS-cb001, BmDHS-cb002 and BmDHS-cb003) could be produced in a soluble form in the bacterial strain used here (BL21(DE3)-R3-pRARE2) [35], including the one construct encoding the full-length enzyme (S2 Table and S2 Fig).

Fig 1. Structure-based sequence alignment of BmDHS, HsDHS, LmDHSp, LmDHSc, TbDHSp, and TbDHSc.

Residues indicated by a light-colored background participate in binding to NAD+ (yellow) spermidine/GC7 (blue), or both ligands (green). Background coloring for LmDHSp/DHSc follow that of the T. brucei proteins. Residues indicated by a black background or framed in a box are conserved in all DHS proteins analyzed here. The catalytic lysine is marked with a red star. Gaps are indicated by black dots. For clarity, large gaps in LmDHSc were omitted and their lengths are indicated in parenthesis. The secondary structure (α-helices and β-sheets), and the numbering shown in the top line are for BmDHS. Protein sequences and structures used in the alignment were: BmDHS (UniProt ID A0A0J9XTC4; PDB ID 6W3Z), HsDHS (UniProt ID P49366, PDB ID 1DHS), LmDHSp/DHSc (UniProt IDs Q4QD19 / Q4Q3H5), and TbDHSp/DHSc (UniProt IDs Q4GZD1 / Q38BX0, PDB ID 6DFT). Structural alignment by PROMALS3D [61].

Next, we scaled-up production of the full-length recombinant BmDHS. The protein was purified to homogeneity using a combination of immobilized metal ion affinity (IMAC) and gel filtration chromatography (S2 Fig). The recombinant BmDHS produced here had an additional N-terminal serine residue compared to the wild-type protein encoded by the bma-DHPS-1 gene. This additional residue was introduced by our cloning strategy and left over after cleavage of the N-terminal poly-His tag with TEV protease (see Methods for further details). The purified recombinant BmDHS had the expected molecular weight (41,083.5 Da), as determined by LC-MS (S3 Fig). We estimated a final yield of approximately 2.8 mg of purified BmDHS per liter of bacterial culture used.

Mammalian DHS is a tetramer in solution. We used analytical gel filtration chromatography to investigate if the recombinant BmDHS protein produced here also had a similar quaternary structure. Purified recombinant protein had an apparent partition coefficient equivalent to that of a globular protein of approximately 165 kDa. This value is in excellent agreement with the expected size of a BmDHS tetramer (approximately 164 kDa) (S3 Fig).

Cloning and expression of Leishmania major DHSp and DHSc proteins

Given our success in producing recombinant BmDHS in bacterial cells, we sought to expand our efforts to the counterpart proteins from Leishmania major. The genome of L. major encodes two DHS paralogs—LmDHSp is encoded by gene LmjF.20.0250 (GeneID 5654787), and LmDHSc by gene LmjF.34.0330 (GeneID 5651301).

As for BmDHS above, we attempted to produce both LmDHS paralogs recombinantly using E. coli cells. For each LmDHS, we successfully cloned four different constructs into our modified pET-based expression vector. The boundaries for these constructs were based on the crystal structure of the NAD+-DHSp-DHSc ternary complex from T. brucei (PDB ID 6DFT) [19] (Fig 1, and S1 and S2 Tables). Nevertheless, none of these constructs resulted in the production of soluble protein from bacterial cells. Concomitant expression of both LmDHS paralogs also failed to produce soluble protein in bacteria (S4 Fig).

Structure of BmDHS bound to NAD+

Structural information can accelerate chemistry efforts in target-based drug discovery campaigns. Currently, there is no structural information available for nematode DHS proteins. We thus determined the crystal structure of full-length, recombinant BmDHS (residues 1–366) bound to cofactor NAD+ to a resolution of 2.3 Å. We used the human enzyme (PDB ID 1DHS) [16] as a search model in molecular replacement to solve the crystallographic phase problem (Table 3). The crystal structure of BmDHS revealed a similar structure and quaternary organization to its human counterpart, as expected from the high identity levels between these two proteins (~60%) and our results from analytical gel filtration above.

Within the crystal asymmetric unit, four BmDHS protein chains (hereafter referred as A1, A2, B1, and B2—see Fig 2A) organized themselves into a tetramer. Individual protomers had very similar structures (root mean square deviation, r.m.s.d. ≤ 0.30 Å). The most notable structural differences amongst individual BmDHS protomers located to the protein N-terminal region, which is known to be highly flexible [16,17]. For example, no electron density was observed for the first 28 residues of protomer A2. Likewise, protomers of human and B. malayi DHS shared a high degree of structural similarity (r.m.s.d, 0.50 Å), and the most notable structural differences between the two proteins located to the N-terminal region (Fig 2B).

Fig 2. Overall structure of NAD+-bound BmDHS.

(A) Cartoon representation of the BmDHS tetramer. Individual protomers within the tetramer are depicted in different colors (A1—blue, A2—pink, B1—yellow, and B2—green). NAD+ molecules are shown in a sphere representation. (B) Superposition of a BmDHS protomer (A1 in blue; same orientation as in panel A) onto its human counterpart (magenta).

As seen for the human enzyme, the BmDHS tetramer had four active sites. Within a DHS tetramer, two active sites were formed by residues from protomers A1 and A2, and two by residues in protomers B1 and B2. The interface area for protomers contributing residues to the same active site was quite extensive and totaled ~2,500 Å2 (Fig 3A and 3B). NAD+ molecules occupied three out of the four active sites of the tetramer (see below).

Fig 3. Interprotomer contacts within a BmDHS homotetramer.

(A, B) Molecular surfaces for protomers A2, B1, and B2 are shown in the same colors as in Fig 2A. Protomer A1 is depicted as a blue cartoon. The position of the N-terminal α1 is indicated. (C) Interactions between the N-terminal α1 from protomer A1 and nearby (4 Å cut-off) residues from protomers B1 and B2. Hydrogen bonds are depicted as dashed black lines.

The structure of the human DHS revealed that access to the enzyme active site is controlled by a “ball-and-chain” mechanism [16,17]. Likewise, in the BmDHS crystal structure, the entrance to the two active sites formed by protomers A1 and A2 were blocked by the N-terminal helices (α1, the “ball”) from protomers B1 and B2. Due to poor electron density, the equivalent N-terminal region from protomer A2 was omitted from the final protein model. Thus, one of the active sites formed by protomers B1 and B2 was open to the solvent. The other active site formed by protomers B1 and B2 was blocked by α1 from protomer A1. Interprotomer contacts facilitated by α1 were mostly of a hydrophobic nature (Fig 3C). The only polar contacts observed were those between side chain atoms of Asp9 in α1 and Arg269 from a different protomer.

In addition to the contacts described above for α1, the observed interface area between protomers that contributed residues to different active site was quite extensive. For example, the interface area between protomers A1 and B1 totaled ~3,500 Å2, and that between A1 and B2 ~650 Å2. Altogether, interprotomer contacts buried ~12,600 Å2 of surface area (Fig 3A and 3B). Such an extensive interface area, together with our analytical gel filtration analysis (S3 Fig), strengthen the idea that, as shown previously for DHS from other organisms [6264], the biologically relevant assembly for the filarial worm DHS is a homotetramer.

BmDHS active site

The structure of BmDHS obtained here allowed us to define the enzyme active site. Within the BmDHS tetramer, all four active sites had similar architectures. Below we describe one of them in detail—the active site formed by protomers A1 and A2 and whose entrance was blocked by the α1 from protomer B1. Given the structural conservation amongst individual protomers, similar conclusions can be drawn for all four active sites within the BmDHS tetramer.

As seen for the human DHS, the B. malayi enzyme active site had a funnel-like shape. The wider end of the active site was closer to the protein surface and was blocked by α1 from protomer B1. The narrower end of the active site was deep under the protein surface (approximately 30 Å, from the side chain phenyl ring of Phe244 at the active site entrance to Cα atom of Asn304 at its bottom). Within BmDHS active site, the NAD+ molecule was oriented in such a manner that its adenine ring was accommodated by protein residues at the bottom of the funnel, whereas the cofactor nicotinamide ring pointed towards the active site entrance (approximately 15 Å to Phe244 phenyl ring). S3 Table lists residues in BmDHS with atoms within a 4.0 Å radius of atoms from the NAD+ cofactor. The diphosphate group and the two ribose moieties from the NAD+ molecule found in the second active site formed by protomers A1 and A2 defined one of the walls of the active site under analysis here (Fig 4 and S3 Table).

Fig 4. Details of the BmDHS active site.

(A) Protomer A1 is shown as a white surface, with residues within a 4 Å radius of the NAD+ cofactor (spheres) shown as blue sticks and highlighted by pale blue surface. Residues in protomer A2 within a 4 Å radius of the NAD+ cofactor bound to protomer A1 are shown as pink sticks. The NAD+ cofactor bound to protomer A2 is also shown as pink sticks. Protomers B1 (yellow) and B2 (green) are shown as cartoon. (B, C) Close view showing catalytically-important residues within BmDHS active site. Polder OMIT map [65] for NAD+. The grey mesh represents the (mFobs-DFmodel) OMIT difference density contoured at 3.0 σ. Spermidine (yellow stick) was docked following the superposition of the crystal structure of BmDHS onto the crystal structure of spermidine-bound HsDHS (PDB ID 6XXK) [44] using Pymol (Schrödinger, Inc).

Although present in the crystallization cocktail, no electron density was observed for the DHS inhibitor GC7 in our BmDHS crystals. In our BmDHS crystal structure, the entrance to the active site was blocked by the N-terminal helix (α1, the “ball”), and that might have prevented the binding of GC7 to BmDHS in the crystallization cocktail. Similarly, GC7 could not be located in electron density maps of crystals of the human enzyme that had blocked enzyme active sites [16].

To confirm the reaction mechanism of BmDHS, and to better delineate the protein substrate-binding site, we performed a simple, rigid body docking of spermidine, as seen in the HsDHS cocrystal structure (PDB ID 6XXK) [44], onto the active site of the B. malayi enzyme. These analyses suggested that the substrate can be accommodated in the active site of BmDHS without the need of major structural rearrangements (Fig 4). BmDHS residues within 4.0 Å of the docked spermidine molecule are listed in S3 Table. Together, residues in close proximity to NAD+ and spermidine defined the active site of BmDHS (S3 Table). The same results were obtained by docking GC7 instead of spermidine, as both GC7 and spermidine occupy the same pocket within the BmDHS structure (S5 Fig and S3 Table).

BmDHS proposed reaction mechanism and interaction with eIF5A

The BmDHS crystal structure and the docking of spermidine onto this structure (Fig 4) suggested that the reaction mechanism for the B. malayi enzyme is similar to that suggested for the mammalian enzyme [66,67]. In the first step of the reaction catalyzed by DHS, the substrate spermidine is oxidized to dehydrospermidine, in an NAD+-dependent way [47,66]. In the crystal structure of BmDHS, the nicotinamide ring from the NAD+ cofactor was in close proximity to the docked spermidine molecule (Fig 4). This finding suggested that the NAD+ cofactor would be capable of abstracting a proton from the central secondary amine of the spermidine substrate. In the second step of the reaction, a conserved lysine residue attacks the oxidized spermidine forming an enzyme-butylimine covalent adduct and releasing propane-1,3-diamine (DAP) [47]. In BmDHS, this conserved lysine residue is Lys326. In the worm DHS structure, Lys326 is in close proximity to the docked spermidine molecule and in a good position to attack the central amino group of dehydrospermidine. Other residues found important for catalysis in mammalian DHS, such as Glu137, His288, Asp316, Glu323 and Trp327 (Glu134, His285, Asp313, Glu320 and Trp324 in BmDHS, respectively) are conserved between the human and filarial worm proteins and occupy structurally-equivalent positions within the active site of these two enzymes [18] (Fig 4 and S3 Table).

In the next steps of the reaction, the butylimine group is transferred to a conserved lysine residue within the eukaryotic translation initiation factor 5A (eIF5A) and NAD+ is regenerated within the DHS active site. In human (Hs) eIF5A, the target of hypusine modification is residue Lys50, which is located at the tip of a long, finger-like, loop [68]. The proper anchoring of eIF5A onto DHS is likely to require extensive contacts between the two proteins, as almost all of the N-terminal domain of HseIF5A (residues 20–80) must be intact for it to be modified by the human enzyme [69].

We used HseIF5A (UniProt ID P63241) in a BLAST search [70] to identify the worm counterpart of the human protein. Brugia malayi genome encodes a single protein (UniProt ID A0A0I9R327; GeneID 6106396) with high sequence identity to human (64%) and S. cerevisiae (58%) eIF5A proteins. Importantly, sequence identity levels between BmeIF5A and its counterparts in S. cerevisiae and humans were substantially higher at the protein N-terminal domain (~70 and 80%, respectively) (S6 Fig).

Taken together these analyses suggested that BmDHS has a similar structure and reaction mechanism to those established for the mammalian enzyme. Further, our results also indicated that the binding interface between eIF5A and DHS is likely to be similar for the worm, human and baker’s yeast proteins.

Homology modelling of Leishmania major DHSp and DHSc proteins

As recombinant DHS paralogs from L. major were recalcitrant to recombinant production in bacteria, we turned to primary sequence analysis and homology modelling to provide a first glance on the structural features of LmDHSp and LmDHSc that might be important for their function. Currently, structural information is available for T. brucei (Tb)DHSp and (Tb)DHSc, which share between 40 to 55% sequence identity to the two L. major proteins, respectively. A primary sequence analysis revealed striking differences between DHS paralogs from T. brucei and L. major. Of note, LmDHSp has a single 44-amino acids insertion at its N-terminal that is not present in the T. brucei protein. This N-terminal extension is also not observed in the human and filarial worm homologs. By contrast, LmDHSc is 140-amino acids longer than TbDHSc, with large (≥15) amino acids insertions, and these are mostly located to the mid- and C-terminal regions of the protein. These amino acid insertions are also not observed in the human and worm enzymes (Fig 1).

On the other hand, DHSp and DHSc paralogs from T. brucei and L. major share important features with other DHS homologues. For example, DHSc homologues from both parasites share catalytically-important resides with DHS homologues, including the catalytic lysine residue (Lys329 in HsDHS, Lys326 in BmDHS, Lys418 in TbDHSc and Lys535 in LmDHSc). By contrast, in the DHSp proteins from T. brucei and L. major this catalytically-important lysine has been replaced by a leucine residue (Leu303 in TbDHSp and Leu344 in LmDHSp).

To further explore the unique features of the L. major proteins, we used SWISS-MODEL to build a homology model of both LmDHS paralogs based on the available structural information from T. brucei proteins—as seen in the crystal structure of the ternary complex of NAD+-TbDHSp/TbDHSc (PDB ID 6DFT) [19]. In this homology model, the N-terminal extension unique to LmDHSp was omitted and the amino acid insertions unique to LmDHSc were modelled as coils. SWISS-MODEL reported quality scores for the final homology model were: GMQE = 0.61, and QMEAN = -4.41. Homology models having QMEAN score ≤ 4.0 are considered to be of low quality. Nevertheless, in our LmDHS homology model, the conserved protein core and catalytic-important residues in LmDHSc, and the majority of the LmDHSp protomer displayed high local similarity with the target T. brucei DHS structure. On the other hand, the low-quality regions of the LmDHS homology model located to the large inserts present in LmDHSc are absent in the T. brucei protein (S7 Fig).

TbDHS paralogs have the same overall architecture of a human DHS monomer. However, in the TbDHS heterotetramer, DHSc and DHSp play distinct but complementary roles, whereas in the human and worm DHS homotetramers, all protomers are thought to perform identical, independent catalytic functions. We built our LmDHS heterotetramer to have the same architecture as the one observed for the T. brucei complex, in which DHSp and DHSc form a heterodimer and share one functional catalytic site and one catalytically dead site. LmDHSp and LmDHSc protomers are the structural equivalent of protomers A1 and B2, and A2 and B1, respectively, in the BmDHS structure reported here (S8 Fig).

Analysis of the resulting homology model suggested that both T. brucei and L. major DHS heterotetramers share conserved residues at structurally-equivalent positions within their catalytically active and dead sites (S3 Table and S9 Fig). It is thus likely that LmDHS heterotetramers, just like their counterparts from T. brucei, bind four NAD+ molecules, but have only two catalytically active sites. In the model, all four sites were open to the solvent. Both DHSc and DHSp seem to lack an equivalent structure to the N-terminal helix (the “ball”) seen in homotetrameric DHS enzymes. On the other hand, the unique amino acid inserts in LmDHSc do not have a structural counterpart in the T. brucei protein or in the human and worm DHS proteins. Our model suggested that two pairs of inserts in LmDHSc could potentially block the entrance of both catalytically competent (inserts α3-β1, and α5-β2) and catalytically dead (inserts β4-β5, and α11-α12) sites within a LmDHSp/DHSc heterodimer (Panel C in S8 Fig). In such case, these inserts would play an equivalent role to that of the N-terminal α-helix in homotetrameric DHS proteins. Nevertheless, as highlighted above, the LmDHS homology model obtained here is not accurate enough to infer the structure adopted by the amino acid inserts unique to the Leishmania protein. We expect the future structural characterization of LmDHSp/DHSc to illuminate the function of these unique regions.

Establishment of a simple, HTS-ready biochemical assay for BmDHS

A robust and sensitive in vitro assay is a critical component of a target-based drug discovery platform. Ideally, biochemical assays for drug discovery campaigns should be low-cost and amenable to automation. These assays can be used to enable the screening of compound libraries and illuminate synthetic chemistry efforts. The conventional assay used to measure DHS activity relies on the incorporation of radioactivity from 3H-labelled spermidine into eIF5A. This assay has been shown robust and reliable, but cannot be readily adapted for the high throughput screening (HTS) of compound libraries. Recently, Park and colleagues described a non-radioactive assay that can measure the free NADH from the DHS partial reaction using an independent coupling reaction (NADH-Glo) [71]. This NADH-Glo coupled assay can be easily used for HTS campaigns but might be susceptible to artifacts that interfere with the luciferase-based coupled reaction [72,73]. We thus sought to establish an alternative enzymatic assay that could be used to complement the strengths of the two methods mentioned above.

The biochemical assay reported here relies on the known ability of DHS to catalyze a partial reaction in the presence of NAD+ and spermidine resulting in the formation of the enzyme-butylimine intermediate and enzyme-bound NADH, even in the absence of the eIF5A precursor [67] (Fig 5A). Thus, in our assay, we follow the fluorescence from NADH (emission peak approximately 440 nm) generated in a single-turnover of the partial DHS reaction [47,67] (Fig 5A). Some of the advantages of this assay include the direct coupling of the fluorescent signal to the partial DHS reaction, the ease of miniaturization to fit an HTS format, and the reduced costs compared to those of the NADH-Glo alternative. On the other hand, the use of this assay in HTS campaigns is likely to require the use of follow-up assays, such as the NADH-Glo assay above, to rule out false-positive artifacts that may fluoresce at similar wavelengths [74].

Fig 5. Partial reaction mechanism, establishment of a NAD+/NADH fluorescence enzymatic assay for the BmDHS partial reaction, and IC50 determination for GC7.

(A) Proposed reaction mechanism for a single turnover catalyzed by BmDHS in the presence of NAD+ and spermidine. Maintenance of the covalent adduct between BmDHS Lys326 and the butylimine group from spermidine keeps the enzyme in an inactive form. In the absence of eIF5A, DHS is not regenerated. (B) Reaction progress curve demonstrating the generation of NADH by BmDHS. Fluorescence emission intensity after excitation at 355 ± 15 nm. The final component of the reaction was added to the plate at time 0 and the fluorescence intensity was measured during the indicated time. The reaction (50 μL) was composed of 100 nM BmDHS, 132 μM NAD+ and 0.5 μM spermidine. (C) Titration of NAD+. Variable concentrations of NAD+ (0.195 to 400 μM) and fixed concentrations of BmDHS (100 nM) and spermidine (0.56 μM) were used to carry out the experiment. (D) Titration of spermidine. Variable concentrations of spermidine (0.0005 to 1 μM) and fixed concentrations of BmDHS (100 nM) and NAD+ (132 μM) were used to carry out the experiment. (E) Determination of the IC50 for GC7. Variable concentrations of GC7 were used (0.00019 to 10 μM) and fixed concentrations of BmDHS (75 nM), spermidine (0.56 μM) and NAD+ (132 μM) were used to carry out the experiment. The estimated value for IC50 is shown in the figure. The individual points represent the mean ± standard error of experimental duplicates.

To ensure this assay was indeed robust and sensitive, we followed NADH-produced fluorescence at increasing concentrations of purified recombinant BmDHS in the presence of excess cofactor NAD+ and substrate spermidine (132 and 0.5 μM, respectively). The resulting reaction progress curves allowed us to determine an enzyme concentration that produced a robust signal to noise ratio at the linear range of the reaction (Fig 5B). Based on these results, we chose to work with an enzyme (tetramer) concentration of approximately 25 nM.

To determine an appropriate, saturating concentration of NAD+ to use in the assay, we followed reaction progress curves in the presence of increasing concentrations of the cofactor (0.195 to 400 μM) and a fixed, excess concentration of the substrate spermidine (0.56 μM) (Panel A in S10 Fig). These curves were used to calculate the linear rate of NADH formation at various NAD+ concentrations (vNAD+). A plot of vNAD+ values versus NAD+ concentrations was used to establish the hyperbolic relationship of the single turn-over reaction with cofactor concentration (Kobs,NAD+ 44 ± 3.2 μM) (Fig 5C). From these studies, we chose to use NAD+ at a fixed concentration of 132 μM.

We performed equivalent experiments to establish appropriate, saturating concentrations of BmDHS substrate spermidine (Panel B in S10 Fig). In these experiments, NAD+ was kept fixed at 132 μM and the linear rate of NADH formation was calculated for increasing spermidine concentrations (0.0005 to 1 μM) (vspe). A plot of vspe values versus spermidine concentrations was used to establish the hyperbolic relationship of the single turn-over reaction with substrate concentration (Kobs,spe 0.056 ± 0.002 μM) (Fig 5D). From these studies, we chose to use spermidine at a fixed concentration of 0.56 μM.

Following up on these preliminary studies, we sought to show this assay can be used to estimate half-maximal inhibitory concentration (IC50) values for BmDHS inhibitors. In these assays, we employed GC7, a potent inhibitor of the mammalian DHS [56,75]. We used reaction progress curves to estimate the linear rate of NADH formation by BmDHS at increasing concentrations of GC7 (0.00019 to 10 μM), whilst maintaining fixed concentrations of NAD+ (132 μM), spermidine (0.56 μM), and enzyme (18.75 nM, tetramer). The resulting dose-response curve was used to estimate an IC50 value of 28 nM for GC7 (Fig 5E).

Development of a S. cerevisiae-based assay for DHS activity

The yeast S. cerevisiae has been used as an important tool to understand the function of heterologous enzymes and for the search and study of small molecule inhibitors [7681]. Functional replacement of essential genes in yeast by their counterparts from the target pathogenic organism has been successfully employed to support target-based drug discovery programs for proteins recalcitrant to recombinant production, such as LmDHSp/DHSc here. Moreover, replacement of the essential yeast gene with its human counterpart provides the means to identify small molecules that only affect the protein from the pathogenic organism, but not the host’s [24].

To generate such a system for DHS in S. cerevisiae, we produced mutant strains lacking the endogenous gene encoding ScDHS (dys1). To increase the sensitivity of our yeast DHS system to test compounds, we generated the dys1Δ mutant strain in a genetic background lacking Pdr5, the major drug export pump in S. cerevisiae [24]. In S. cerevisiae, hypusine modification of eIF5A by a functional DHS is required for growth [82,83]. As expected, following deletion of dys1, yeast cells could not grow, unless complemented by the ectopic expression of ScDHS (Fig 6A).

Fig 6. Functional replacement (complementation) of yeast deoxyhypusine synthase by orthologue enzymes from eukaryotic pathogens.

(A) Ten-fold serial dilutions of the indicated strains (after haploid selection- see Material and Methods) were plated on selective media and grown at 30°C for 3 days. (B) Complementation of the yeast deoxyhypusine synthase deleted strain only by the two isoforms of LmDHS. The indicated strains were plated on selective media during haploid selection and grown at 30°C for 3 days. (C) Hypusination of eIF5A in the yeast strains complemented with the DHS from different organisms.

The eIF5A homologs from human, yeast, filarial worm, and L. major have high sequence identity levels (≥ 50%), especially at their N-terminal region (> 60%), which is required for recognition and modification by DHS [69] (S6 Fig). Thus, we reasoned that ectopic expression of a functional, heterologous DHS should rescue the lethal phenotype observed in the dys1Δ strain. In this context, separate epigenetic expression of LmDHSc or LmDHSp in dys1Δ mutants did not produce viable cells. On the other hand, concomitant expression of both LmDHSc and LmDHSp did rescue dys1Δ mutants, suggesting that both L. major DHS paralogs are required to complement the function of yeast deoxyhypusine synthase (Fig 6B). Similar experiments showed that ectopic expression of HsDHS and BmDHS also rescued dys1Δ mutants (Fig 6A). More importantly, ectopic expression of all three heterologous DHS resulted in hypusination of the endogenous yeast eIF5A, as shown by western blot analysis (Fig 6C).

To demonstrate this system can be used to identify compounds that inhibit DHS activity, we tested the effect of DHS inhibitor GC7 on the growth of dys1Δ mutants expressing different deoxyhypusine synthase homologs. GC7 impact in cell growth was more pronounced in dys1Δ cells ectopically expressing the human and the filarial worm DHS proteins (approximately 35% reduction in growth rate in the presence of 1 mM GC7) than on those complemented by LmDHSp/DHSc (approximately 15% reduction in growth rate in the presence of 1 mM GC7) (Fig 7 and S11 Fig). In addition, the ScDHS strain (wild-type) was less sensitive to GC7 in comparison to the heterologous strains. Taking into account that these strains have isogenic genetic background, the differences in sensitivity to GC7 observed among strains complemented with DHS from different species must be linked to the differential ability of GC7 to inhibit these enzymes (Fig 7 and S11 Fig). Our results suggested that these yeast strains could be used to identify new small molecules active against DHS from the filarial worm and L. major.

Fig 7. Yeast-based assay can detect DHS inhibitors.

Bars show the relative growth score of dys1Δ S. cerevisiae strains complemented by the indicated DHS enzymes and the relative growth score of the wild type and isogenic strain VZL1462 (ScDHS—Table 2) in the presence of 1 mM GC7. A single star (*) indicate statistically significant differences (Student’s t-test p < 0.05) between the growth score of individual strains in the presence or absence of GC7.

To evaluate whether the slower apparent growth of DHS-complemented yeast strains after GC7 treatment was due to higher mortality of cells, we performed a viability assay with those strains using the methylene blue staining technique (S12 Fig). As shown in the S12 Fig, all DHS-complemented strains in both GC7 treated and untreated conditions presented high cellular viability (> 98.5%). Therefore, GC7 did not affect the viability of these cells, and the slower growth of DHS-complemented yeast strains after GC7 treatment was not due to higher mortality. Likewise, a recent study with human colorectal cancer cells HCT-116 has demonstrated that GC7 treatment did not affect the viability of these cells [84]. Also, another study showed that GC7 is well tolerated by RAW264.7 murine macrophage cell [85].


Functional mammalian DHS are homotetrameric enzymes and employ a “ball and chain” mechanism to regulate substrate access to the complex four catalytic sites [16,17]. Our crystal structure of BmDHS showed the worm enzyme adopts the same oligomeric state and has a similar architecture to the human enzyme, including the presence of a N-terminal “ball and chain” region that blocks access to the active sites within the homotetramer. This blockage of BmDHS active sites by the conserved “ball and chain” region might explain the absence of GC7 in BmDHS crystals, despite this inhibitor being present at molar excess concentrations in the crystallization solution. A similar observation was made for HsDHS crystals [16]. Unfortunately, our attempts to obtain BmDHS in the open conformation using crystallization cocktails at different pHs, as shown for HsDHS [17], were not successful. An alternative strategy to obtain co-crystals of BmDHS bound to ligands might be to use truncated versions of the worm protein lacking the conserved α1 “ball” helix (residues 1–16). Nevertheless, possible co-structures of truncated DHS must be interpreted carefully, as HsDHS lacking the first 52 N-terminal residues, which include the whole ball and chain motif, behaves as a dimer in solution and are catalytically inactive [44].

By contrast, T. brucei DHS is a heterotetrameric protein, consisting of two DHSp/DHSc heterodimers [19]. Our homology model of the DHS paralogs from Leishmania, and our results in yeast (see above), suggested L. major DHSp/DHSc proteins adopt the same heterotetrameric architecture, with two catalytically active and two catalytically dead sites, as observed for the T. brucei proteins [19]. Kinetoplastid DHSp/DHSc lack the conserved N-terminal “ball and chain” region of their homotetrameric counterparts, implying that the control of substrate access to the active site, if present, must occur via a different mechanism in heterotetrameric DHS. Nevertheless, the size and location of four unique inserts in LmDHSc (between α3-β1, α5-β2, β4-β5, and α11-α12) suggest these might play a role in controlling access to the heterotetramer catalytically active and dead sites.

Most DHS inhibitors are polyamine analogues of spermidine, the enzyme natural substrate [86]. These compounds are well-suited to exploit multiple contact points along the enzyme funnel-shaped spermidine-binding site. As seen in the BmDHS crystal structure reported here, the high level of sequence and structural conservation between the human and worm enzymes might make it difficult to develop worm-selective DHS inhibitors. On the other hand, as suggested by our homology model, first-shell residues lining the spermidine-binding sites of the leishmania and human enzymes are quite different. Thus, it might be feasible to develop leishmania-selective DHS inhibitors with compounds targeting the enzyme active site. However, care should be taken when developing spermidine-based DHS inhibitors for parasite enzymes, as these are likely to interfere with spermidine biosynthesis and metabolism and cause undesired off-target effects in the human host [87].

Recently, Tanaka and colleagues identified and developed allosteric HsDHS inhibitors unrelated to spermidine. The most promising compound of this series (11g in reference [20]) caused the unfolding and relocation of α13 in HsDHS, thus creating a new allosteric pocket and, in the process, preventing binding of the NAD+ cofactor to the enzyme. These observations strengthen the notion that DHS enzymes are indeed druggable targets. Additionally, targeting allosteric sites is a validated strategy to achieve homologue selectivity [88].

The establishment of an easily-miniaturized, low-cost biochemical assay for BmDHS opens up the possibility of undertaking high-throughput screening (HTS) campaigns to find new ligands for the worm enzyme. Our assay is based on the accumulation of NADH produced during the partial DHS reaction in the absence of eIF5A. Using this assay, we found an IC50 value of 28 nM for GC7 against BmDHS activity. This value is in excellent agreement with the ones found for the mammalian enzymes in the presence of excess NAD+ cofactor and of both substrates required for the complete DHS reaction—spermidine and eIF5A (reported IC50 values ranging from 17–50 nM) [20,75,86]. We expected to find similar IC50 values for both complete and partial DHS reactions, as GC7 competes with spermidine, the substrate for the first step in the DHS reaction. The enzymatic assay used here was robust and sensitive over the μM to pM inhibitor concentration range employed, using a small amount of enzyme (in the low nanomolar range). For HTS campaigns, which generally use a single compound concentration, we expect it might be possible to further reduce the amount of enzyme, substrate and cofactor without compromising the sensitivity of the assay. It is also important to note that the enzymatic assay employed here would only be able to identify inhibitors of the partial DHS reaction.

Our biochemical data further suggested that BmDHS has a similar reaction mechanism to that observed for the mammalian enzymes, in which the NAD+-dependent dehydrogenation of spermidine to form dehydrospermidine is the rate-limiting step, with binding of the enzyme to both spermidine and NAD+ cofactor happening at much faster rates [89]. The same appears to be true for BmDHS, as we observe a linear dependence of NADH production with enzyme concentration, even when similar concentrations of enzyme and cofactor were used.

The yeast-based system developed here can also be used to screen small molecule inhibitors of the Leishmania DHS complex, which we could not produce recombinantly in E. coli. Rescue of yeast dys1Δ mutants required expression of both LmDHSp and LmDHSc proteins, thus suggesting that in L. major, as in T. brucei, the two DHS paralogs are required to form a functional DHS complex. Likewise, expression of BmDHS and HsDHS could also rescue dys1Δ mutants. We confirmed that the endogenous SceIF5A was hypusinated in S. cerevisiae dys1Δ strains expressing heterologous DHS proteins. This observation strongly suggested that, despite differences in sequence, structure and, possibly, regulatory mechanisms, LmDHSp/DHSc and BmDHS recognized and modified S. cerevisiae eIF5A. Moreover, GC7 negatively impacted the growth rate of DHS-complemented dys1Δ yeast strains, in a manner consistent with the inhibitor in vitro activity against the corresponding enzymes. GC7 is approximately 100-fold more potent against the worm and human enzymes than to the heterotetrameric TbDHS (reported IC50 value of 1.5 μM) [15]. We expect GC7 would also show decreased activity towards L. major DHS paralogs, given its similarity to the T. brucei proteins. Nevertheless, it is important to note that we had to use a large amount of GC7 (1 mM final concentration) to observe an effect in yeast growth rate, most likely due to the compound poor permeability into yeast cells.

In conclusion, here we developed the basis for target-based drug discovery programs to support hit identification and optimization for two high-value targets—the DHS enzymes from the filarial worm nematode, B. malayi, and L. major.

Supporting information

S1 Fig. Determination of the best pH for the enzymatic assay with BmDHS. Reaction progression curves showing the effect of different pH (9.6, 9.2, 8.8, 8.4 and 8.0) in the activity of BmDHS.

The reaction was composed by 3.6 μM BmDHS, 17 μM spermidine and 19 μM NAD+ [47]. The individual points represent the mean ± standard error of experimental duplicates.


S2 Fig. SDS-PAGE analysis of eluted fractions obtained from small-scale test expression in BL21(DE3)-R3-pRARE2 strain for BmDHS constructs.

M: molecular weight marker (Precision Plus Protein Unstained Protein Standards, BioRad, cat no. 161–0363). Samples are identified according to their construct IDs (S2 Table). Expected sizes (in Da): BmDHS-cb001 = 43,548.6, BmDHS-cb002 = 43,319.4, BmDHS-cb003 = 43,045.1, and BmDHS-cb004 = 42,769.7.


S3 Fig. Recombinant BmDHS can be purified and is a tetramer in solution.

(A) SDS-PAGE analysis of recombinant BmDHS purification. IMAC fractions: total lysate (LT), soluble fraction (FS), Ni-NTA flow-through (FT), Ni-NTA eluate with 300 mM imidazole (E). Following TEV protease treatment (TEV), the mixture was applied to a second IMAC step using Ni2+-charged Ni-NTA resin. IMAC fractions: flow through (R1), wash with 30 mM imidazole (R2) and elution with 300 mM imidazole (R3). M: molecular weight marker (Precision Plus Protein Unstained Protein Standards, BioRad, cat no. 161–0363). (B) Chromatogram of fraction R1 separated by gel filtration chromatography (GF). (C) SDS-PAGE analysis of gel filtration samples in panel B. (D) Graph showing the apparent partition coefficients for protein standard (in black font) and BmDHS (in red font) following analytical gel filtration chromatography. (E) Deconvoluted spectrum for recombinant BmDHS subjected to mass spectrometry analysis.


S4 Fig. SDS-PAGE analysis of total lysate (TL) and eluted (E) fractions obtained from small-scale test expression in BL21(DE3)-R3-pRARE2 strain for different versions of LmDHSc and LmDHSp constructs and LmDHSp/DHSc construct.

M: molecular weight marker (PageRuler Prestained Protein Ladder, ThermoFisher Scientific, cat no. 26616). Samples are identified according to their construct IDs (S2 Table). Expected sizes (in Da): LmDHSc-cb001 = 66,890.7, LmDHSc-cb002 = 64,062.6, LmDHSc-cb003 = 64,833.4, LmDHSc-cb004 = 65,913.6, LmDHSp-cb001 = 43,377.7, LmDHSp-cb002 = 42,613.8, LmDHSp-cb003 = 42,074.2, and LmDHSp-cb004 = 40,457.4. Co-expression of LmDHSc-cb001 and LmDHSp-cb001 was performed in pET-DUET1 (Table 1).


S5 Fig. Predicted GC7 interactions in BmDHS crystal structure.

(A) Protomer A1 is shown as a white surface, with residues within a 4 Å radius of the NAD+ cofactor (spheres) shown as blue sticks and highlighted by pale blue surface. Residues in protomer A2 within a 4 Å radius of the NAD+ cofactor bound to protomer A1 are shown as pink sticks. The NAD+ cofactor bound to protomer A2 is also shown as pink sticks. Protomers B1 (yellow) and B2 (green) are shown as cartoon. (B, C) Close view showing catalytically-important residues within BmDHS active site. GC7 (yellow stick) was docked following the superposition of the crystal structure of BmDHS onto the crystal structure of GC7-bound HsDHS (PDB ID 1RQD) using Pymol (Schrödinger, Inc).


S6 Fig. Structure-based sequence alignment of various eIF5A.

The protein stretches showing the most conserved sequences are depicted in blue boxes. The residues written in light red are similar and the ones written in white and boxed in red are identical residues. The secondary structure (α-helices and β-sheets), and the numbering shown in the top line are for Saccharomyces cerevisiae eIF5A1 (PDB: 3ER0). UniProt IDs for protein sequences used in the alignment were: Pyrococcus horikoshii Ph-eIF5A - O50089, Lm-eIF5A - Q4QA21, Tb-eIF5A - Q387H6, Entamoeba dispar Ed-eIF5A - B0E9L6, Bm-eIF5A - A0A0I9R327, Sc-EiF5A1—P23301, SceIF5A2—P19211, Danio rerio Dr-eIF5A1—Q6NX89, Dr-eIF5A2—Q7ZUP4, Hs-eIF5A1—P63241, Hs-EIF5A2—Q9GZV4.


S7 Fig. Local quality estimate of residues in the homology model of L. major DHS heterotetramer.

Graphical representation of the predicted local similarity (Y-axis) between individual residues (X-axis) in the final SWISS-MODEL LmDHSp/DHSc homology model and the TbDHSp/DHSc target structure (PDB ID 6DFT) [19]. Local quality estimates are shown for LmDHSp (left panel) and LmDHSc (right panel) protomers. The threshold for poor- and high-quality local similarity regions is 0.6 (indicated by a black dashed line). The arrowhead indicates the position of the catalytic lysine residue in LmDHS (Lys535).


S8 Fig. Homology model of L. major DHS heterotetramer.

(A) Cartoon representation of the LmDHSp/DHSc heterotetramer. Individual LmDHSc and LmDHSp protomers were colored differently based on secondary structure (LmDHSc—helices: red, sheets: yellow, loops: green; and LmDHSp—helices: cyan, sheets: red, and coils: magenta). (B, C) Individual LmDHSp (B) and LmDHSc (C) protomers superposed onto the equivalent proteins from the crystal structure of the ternary complex formed by NAD+-TbDHSp/DHSc and used as template (PDB ID: 6DFT) [19] for modelling. Coloring scheme for LmDHS as in panel A, T. brucei proteins are shown in gray. The NAD+ cofactor is shown in sphere representation. In panel C, the “ball” α-helix from HsDHS is shown in blue cartoon as it would block entrance to one of the two active sites in a homodimer for the human enzyme.


S9 Fig. Predicted NAD+ interactions in LmDHSp/DHSc structural model.

(A) Overlay of NAD+-binding sites in HsDHS (PDB ID 1RQD) and the corresponding region in the LmDHSp/DHSc homology model. (B, C) LmDHS residues interacting with NAD+ in the catalytic site (panel B) and in the dead site (panel C). (D) Overlay of NAD+-binding sites in TbDHSp/DHSc (PDB ID 6DFT) and the corresponding region in the LmDHSp/DHSc homology model. In panels B-D colors and notations are: blue—LmDHS; green—HsDHS, and yellow—TbDHS; La: LmDHSc; Lb: LmDHSp; h: HsDHS; Ta: TbDHSc; and Tb: TbDHSp.


S10 Fig. Reaction progress curves of enzymatic assays with BmDHS.

(A) Reaction progress curves in the presence of increasing concentrations of the cofactor NAD+ (0.195 to 400 μM), 100nM BmDHS and a fixed excess concentration of the substrate spermidine (0.56 μM). (B) Reaction progress curves in the presence of increasing concentrations of the substrate spermidine (0.0005 to 1 μM), 100nM BmDHS and a fixed excess of the cofactor NAD+ (132 μM). The individual points represent the mean ± standard error of experimental duplicates. Shown are representative curves from a single experiment. All experiments were performed at least twice.


S11 Fig. Growth analysis of yeast deoxyhypusine synthase deleted strain complemented by orthologue enzymes.

Comparison of inhibition caused by the GC7 compound in yeast strains complemented with DHS from Homo sapiens (A); two isoforms from Leishmania major (B); and Brugia malayi (C).


S12 Fig. Cell viability estimated with methylene blue dye.

ScDHS and DHS-complemented yeast strains after incubation with 1 mM GC7 or with the vehicle (0 mM GC7) were labeled with methylene blue for 5 min at room temperature. ScDHS was also treated with 10 mM H2O2 as a positive control of decrease of yeast cell viability (control). At least 320 cells were examined under a light microscope in each condition. The results are presented as the mean of the percentage of viable cells ± standard deviation from two biological replicates. The difference in viabilities was deemed statistically significant by the Student's t-test comparing cells grown in the in the presence or absence of GC7; *** p<0.001 in comparison to other conditions.


S1 File. Multiple alignment of the sequence generated by DNA sequencing of the BmDHS, LmDHSp and LmDHSc full-length constructs.


S2 Table. Detailed information for BmDHS and LmDHS constructs.


S3 Table. Comparison of active site amino acids between BmDHS and its counterparts in H. sapiens (HsDHS), T. brucei (TbDHSp/DHSc) and L. major (LmDHSp/DHSc).



We thank John S. Olson for assistance with enzyme kinetic analysis. We thank the staff of the Life Sciences Core Facility (LaCTAD) at UNICAMP for the Genomics and Proteomics analysis. We thank Diamond Light Source for access to beamline I-24 (MX16171) that contributed to the results presented here.


  1. 1. Klohe K, Amuasi J, Kaducu JM, Haavardsson I, Bogatyreva E, Onarheim KH, et al. The 2017 Oslo conference report on neglected tropical diseases and emerging/re-emerging infectious diseases—Focus on populations underserved. Infect Dis Poverty. 2019;8: 1–10. pmid:30626428
  2. 2. Fairlamb AH, Gow NAR, Matthews KR, Waters AP. Drug resistance in eukaryotic microorganisms. Nature Microbiology. Nature Publishing Group; 2016. pmid:27572976
  3. 3. Vacas A, Fernández-Rubio C, Algarabel M, Peña-Guerrero J, Larrea E, Rocha Formiga F, et al. The novel serine/threonine protein kinase lmjf.22.0810 from Leishmania major may be involved in the resistance to drugs such as paromomycin. Biomolecules. 2019;9: 723. pmid:31718000
  4. 4. King CL, Suamani J, Sanuku N, Cheng YC, Satofan S, Mancuso B, et al. A trial of a triple-drug treatment for lymphatic filariasis. N Engl J Med. 2018;379: 1801–1810. pmid:30403937
  5. 5. Hoerauf A, Pfarr K, Mand S, Debrah AY, Specht S. Filariasis in Africa-treatment challenges and prospects. Clinical Microbiology and Infection. Blackwell Publishing Ltd; 2011. pp. 977–985. pmid:21722251
  6. 6. Ramaiah KD, Ottesen EA. Progress and Impact of 13 Years of the Global Programme to Eliminate Lymphatic Filariasis on Reducing the Burden of Filarial Disease. PLoS Negl Trop Dis. 2014;8. pmid:25412180
  7. 7. Frearson JA, Wyatt PG, Gilbert IH, Fairlamb AH. Target assessment for antiparasitic drug discovery. Trends Parasitol. 2007;23: 589–595. pmid:17962072
  8. 8. Wyatt PG, Gilbert IH, Read KD, Fairlamb AH. Target validation: linking target and chemical properties to desired product profile. Curr Top Med Chem. 2011;11: 1275–1283. pmid:21401506
  9. 9. Altamura F, Rajesh R, Catta-Preta CMC, Moretti NS, Cestari I. The current drug discovery landscape for trypanosomiasis and leishmaniasis: Challenges and strategies to identify drug targets. Drug Dev Res. 2020; 1–28. pmid:32249457
  10. 10. Park MH, Wolff EC. Hypusine, a polyamine-derived amino acid critical for eukaryotic translation. Journal of Biological Chemistry. American Society for Biochemistry and Molecular Biology Inc.; 2018. pp. 18710–18718. pmid:30257869
  11. 11. Knight JRP, Garland G, Pöyry T, Mead E, Vlahov N, Sfakianos A, et al. Control of translation elongation in health and disease. Dis Model Mech. 2020;13: dmm043208. pmid:32298235
  12. 12. Park MH, Nishimura K, Zanelli CF, Valentini SR. Functional significance of eIF5A and its hypusine modification in eukaryotes. Amino Acids. 2010. pp. 491–500. pmid:19997760
  13. 13. Aroonsri A, Posayapisit N, Kongsee J, Siripan O, Vitsupakorn D, Utaida S, et al. Validation of Plasmodium falciparum deoxyhypusine synthase as an antimalarial target. PeerJ. 2019;7. pmid:31024761
  14. 14. Chawla B, Jhingran A, Singh S, Tyagi N, Park MH, Srinivasan N, et al. Identification and characterization of a novel deoxyhypusine synthase in Leishmania donovani. J Biol Chem. 2010;285: 453–463. pmid:19880510
  15. 15. Nguyen S, Jones DC, Wyllie S, Fairlamb AH, Phillips MA. Allosteric activation of trypanosomatid deoxyhypusine synthase by a catalytically dead paralog. J Biol Chem. 2013;288: 15256–15267. pmid:23525104
  16. 16. Liao DI, Wolff EC, Park MH, Davies DR. Crystal structure of the NAD complex of human deoxyhypusine synthase: An enzyme with a ball-and-chain mechanism for blocking the active site. Structure. 1998;6: 23–35. pmid:9493264
  17. 17. Umland TC, Wolff EC, Park MH, Davies DR. A new crystal structure of deoxyhypusine synthase reveals the configuration of the active enzyme and of an enzyme·NAD·inhibitor ternary complex. J Biol Chem. 2004;279: 28697–28705. pmid:15100216
  18. 18. Lee CH, Um PY, Park MH. Structure-function studies of human deoxyhypusine synthase: Identification of amino acid residues critical for the binding of spermidine and NAD. Biochem J. 2001;355: 841–849. pmid:11311149
  19. 19. Afanador GA, Tomchick DR, Phillips MA. Trypanosomatid deoxyhypusine synthase activity is dependent on shared active-site complementation between pseudoenzyme paralogs. structure. 2018;26: 1499–1512.e5. pmid:30197036
  20. 20. Tanaka Y, Kurasawa O, Yokota A, Klein MG, Ono K, Saito B, et al. Discovery of novel allosteric inhibitors of deoxyhypusine synthase. J Med Chem. 2020;63: 3215–3226. pmid:32142284
  21. 21. Agüero F, Al-Lazikani B, Aslett M, Berriman M, Buckner FS, Campbell RK, et al. Genomic-scale prioritization of drug targets: The TDR Targets database. Nat Rev Drug Discov. 2008;7: 900–907. pmid:18927591
  22. 22. Magariños MP, Carmona SJ, Crowther GJ, Ralph SA, Roos DS, Shanmugam D, et al. TDR Targets: a chemogenomics resource for neglected diseases. Nucleic Acids Res. 2012;40: D1118–D1127. pmid:22116064
  23. 23. Bennuru S, Semnani R, Meng Z, Ribeiro JMC, Veenstra TD, Nutman TB. Brugia malayi excreted/secreted proteins at the host/parasite interface: stage- and gender-specific proteomic profiling. PLoS Negl Trop Dis. 2009;3: e410. pmid:19352421
  24. 24. Bilsland E, Bean DM, Devaney E, Oliver SG. Yeast-based high-throughput screens to identify novel compounds active against Brugia malayi. PLoS Negl Trop Dis. 2016;10: e0004401. pmid:26812604
  25. 25. Babu S, Nutman TB. Immunopathogenesis of lymphatic filarial disease. Semin Immunopathol. 2012;34: 847–861. pmid:23053393
  26. 26. Mittal N, Subramanian G, Bütikofer P, Madhubala R. Unique posttranslational modifications in eukaryotic translation factors and their roles in protozoan parasite viability and pathogenesis. Mol Biochem Parasitol. 2013;187: 21–31. pmid:23201129
  27. 27. Chawla B, Madhubala R. Drug targets in Leishmania. Journal of Parasitic Diseases. Springer; 2010. pp. 1–13. pmid:21526026
  28. 28. Gileadi O, Burgess-Brown NA, Colebrook SM, Berridge G, Savitsky P, Smee CEA, et al. High throughput production of recombinant human proteins for crystallography. Humana Press; 2008. pp. 221–246. pmid:18542867
  29. 29. Ausubel FM, Brent R, Kingston RE, Moore DD, Seidman JG, Smith JA. Current Protocols in Molecular Biology. 2003.
  30. 30. Burke DJ, Dawson D, Stearns T. Methods in Yeast Genetics: A Cold Spring Harbor Laboratory Course Manual. A Cold Spring Harb Lab Course Man. 2000;1: 205. Available:
  31. 31. Göttert H, Usaj MM, Rosebrck AP, Andrews BJ. Reporter-based synthetic genetic array analysis: A functional genomics approach for investigating transcript or protein abundance using fluorescent proteins in Saccharomyces cerevisiae. Genome Instability Methods in Molecular Biology. Humana Press Inc.; 2018. pp. 613–629. pmid:29043651
  32. 32. Chen Y, Partow S, Scalcinati G, Siewers V, Nielsen J. Enhancing the copy number of episomal plasmids in Saccharomyces cerevisiae for improved protein production. FEMS Yeast Res. 2012;12: 598–607. pmid:22487308
  33. 33. Garí E, Piedrafita L, Aldea M, Herrero E. A set of vectors with a tetracycline-regulatable promoter system for modulated gene expression in Saccharomyces cerevisiae. Yeast. 1997;13: 837–848. pmid:9234672
  34. 34. Stols L, Gu M, Dieckman L, Raffen R, Collart FR, Donnelly MI. A new vector for high-throughput, ligation-independent cloning encoding a tobacco etch virus protease cleavage site. Protein Expr Purif. 2002;25: 8–15. pmid:12071693
  35. 35. Savitsky P, Bray J, Cooper CDO, Marsden BD, Mahajan P, Burgess-Brown NA, et al. High-throughput production of human proteins for crystallization: The SGC experience. J Struct Biol. 2010;172: 3–13. pmid:20541610
  36. 36. Tosarini TR, Ramos PZ, Profeta GS, Baroni RM, Massirer KB, Couñago RM, et al. Cloning, expression and purification of kinase domains of cacao PR-1 receptor-like kinases. Protein Expr Purif. 2018;146: 78–84. pmid:29360581
  37. 37. Kabsch W. XDS. Acta Crystallogr Sect D Biol Crystallogr. 2010;66: 125–132. pmid:20124692
  38. 38. Winn MD, Ballard CC, Cowtan KD, Dodson EJ, Emsley P, Evans PR, et al. Overview of the CCP4 suite and current developments. Acta Crystallogr Sect D Biol Crystallogr. 2011;67: 235–242. pmid:21460441
  39. 39. McCoy AJ, Grosse-Kunstleve RW, Adams PD, Winn MD, Storoni LC, Read RJ. Phaser crystallographic software. J Appl Crystallogr. 2007;40: 658–674. pmid:19461840
  40. 40. Murshudov GN, Skubák P, Lebedev AA, Pannu NS, Steiner RA, Nicholls RA, et al. REFMAC5 for the refinement of macromolecular crystal structures. Acta Crystallogr Sect D Biol Crystallogr. 2011;67: 355–367. pmid:21460454
  41. 41. Emsley P, Lohkamp B, Scott WG, Cowtan K. Features and development of Coot. Acta Crystallogr Sect D Biol Crystallogr. 2010;66: 486–501. pmid:20383002
  42. 42. Chen VB, Arendall WB, Headd JJ, Keedy DA, Immormino RM, Kapral GJ, et al. MolProbity: All-atom structure validation for macromolecular crystallography. Acta Crystallogr Sect D Biol Crystallogr. 2010;66: 12–21. pmid:20057044
  43. 43. Krissinel E, Henrick K. Inference of Macromolecular Assemblies from Crystalline State. J Mol Biol. 2007;372: 774–797. pmid:17681537
  44. 44. Wątor E, Wilk P, Grudnik P. Half way to hypusine—structural basis for substrate recognition by human deoxyhypusine synthase. Biomolecules. 2020;10: 522. pmid:32235505
  45. 45. DeLano WL. The PyMOL Molecular Graphics System. Delano Scientific, San Carlos.—References—Scientific Research Publishing. [cited 8 Jan 2020]. Available:
  46. 46. Waterhouse A, Bertoni M, Bienert S, Studer G, Tauriello G, Gumienny R, et al. SWISS-MODEL: Homology modelling of protein structures and complexes. Nucleic Acids Res. 2018;46: W296–W303. pmid:29788355
  47. 47. Wolff EC, Wolff J, Park MH. Deoxyhypusine synthase generates and uses bound NADH in a transient hydride transfer mechanism. J Biol Chem. 2000;275: 9170–9177. pmid:10734052
  48. 48. Nguyen S, Leija C, Kinch L, Regmi S, Li Q, Grishin N V., et al. Deoxyhypusine modification of eukaryotic translation initiation factor 5A (eIF5A) is essential for Trypanosoma brucei growth and for expression of polyprolyl-containing proteins. J Biol Chem. 2015;290: 19987–19998. pmid:26082486
  49. 49. Mittal N, Morada M, Tripathi P, Gowri VS, Mandal S, Quirch A, et al. Cryptosporidium parvum has an active hypusine biosynthesis pathway. Mol Biochem Parasitol. 2014;195: 14–22. pmid:24893338
  50. 50. Wolff EC, Lee SB, Park MH. Assay of deoxyhypusine synthase activity. Polyam Methods iand Protoc. 2011;720: 195–205. pmid:21318875
  51. 51. Smolke C. Constitutive and regulated promoters in yeast: how to design and make use of promoters in S. cerevisiae. Synthetic Biology: Parts, Devices and Applications. Weinheim, Germany: Wiley-VCH Verlag GmbH & Co. KGaA; 2018. pp. 1–409.
  52. 52. Tong AHY, Evangelista M, Parsons AB, Xu H, Bader GD, Pagé N, et al. Systematic genetic analysis with ordered arrays of yeast deletion mutants. Science (80-). 2001;294: 2364–2368. pmid:11743205
  53. 53. Albanèse V, Yam AYW, Baughman J, Parnot C, Frydman J. Systems analyses reveal two chaperone networks with distinct functions in eukaryotic cells. Cell. 2006;124: 75–88. pmid:16413483
  54. 54. Nishiki Y, Farb TB, Friedrich J, Bokvist K, Mirmira RG, Maier B. Characterization of a novel polyclonal anti-hypusine antibody. Springerplus. 2013;2. pmid:24024105
  55. 55. Rossi D, Barbosa NM, Galvão FC, Boldrin PEG, Hershey JWB, Zanelli CF, et al. Evidence for a negative cooperativity between eIF5A and eEF2 on binding to the ribosome. PLoS One. 2016;11: e0154205. pmid:27115996
  56. 56. Park MH, Wolff EC, Lee YB, Folk JE. Antiproliferative effects of inhibitors of deoxyhypusine synthase. Inhibition of growth of Chinese hamster ovary cells by guanyl diamines. J Biol Chem. 1994;269: 27827–27832. pmid:7961711
  57. 57. Kahm M, Hasenbrink G, Lichtenberg-Fraté H, Ludwig J, Kschischo M. Grofit: Fitting biological growth curves with R. J Stat Softw. 2010;33: 1–21. pmid:20808728
  58. 58. Kwolek-Mirek M, Zadrag-Tecza R. Comparison of methods used for assessing the viability and vitality of yeast cells. FEMS Yeast Res. 2014;14: 1068–1079. pmid:25154541
  59. 59. Sunthonkun P, Palajai R, Somboon P, Suan CL, Ungsurangsri M, Soontorngun N. Life-span extension by pigmented rice bran in the model yeast Saccharomyces cerevisiae. Sci Rep. 2019;9. pmid:31792269
  60. 60. Wang G-Xian Sima Y-hu, Zhang S-xiang Xu S-qing. Cloning and expression profile of deoxyhypusine snyhtase gene and deoxyhypusine hydroxylase gene in silkworm, Bombyx mori. Agric Sci China. 2009;8: 1120–1129.
  61. 61. Pei J, Grishin N V. PROMALS: Towards accurate multiple sequence alignments of distantly related proteins. Bioinformatics. 2007;23: 802–808. pmid:17267437
  62. 62. Klier H, Csonga R, Steinkasserer A, Wöhl T, Lottspeich F, Eder J. Purification and characterization of human deoxyhypusine synthase from HeLa cells. FEBS Lett. 1995;364: 207–210. pmid:7750572
  63. 63. Tao Y, Kuang Yu Chen. Purification of deoxyhypusine synthase from Neurospora crassa to homogeneity by substrate elution affinity chromatography. J Biol Chem. 1995;270: 383–386. pmid:7814398
  64. 64. Wolff EC, Young Bok Lee, Soo Il Chung, Folk JE, Myung Hee Park. Deoxyhypusine synthase from rat testis: Purification and characterization. J Biol Chem. 1995;270: 8660–8666. pmid:7721768
  65. 65. Liebschner D, Afonine P V., Moriarty NW, Poon BK, Sobolev O V., Terwilliger TC, et al. Polder maps: Improving OMIT maps by excluding bulk solvent. Acta Crystallogr Sect D Struct Biol. 2017;73: 148–157. pmid:28177311
  66. 66. Wolff EC, Park MH, Folk JE. Cleavage of spermidine as the first step in deoxyhypusine synthesis. The role of NAD. J Biol Chem. 1990;265: 4793–4799. Available: pmid:2108161
  67. 67. Wolff EC, Folk JE, Park MH. Enzyme-substrate intermediate formation at lysine 329 of human deoxyhypusine synthase. J Biol Chem. 1997;272: 15865–15871. pmid:9188485
  68. 68. Tong Y, Park I, Hong BS, Nedyalkova L, Tempel W, Park HW. Crystal structure of human eIF5A1: Insight into functional similarity of human eIF5A1 and eIF5A2. Proteins Struct Funct Bioinforma. 2009;75: 1040–1045. pmid:19280598
  69. 69. Joe YA, Park MH. Structural features of the eIF-5A precursor required for posttranslational synthesis of deoxyhypusine. J Biol Chem. 1994;269: 25916–25921. pmid:7929297
  70. 70. Madden T. The BLAST sequence analysis tool. BLAST Seq Anal Tool. 2013; 1–17.
  71. 71. Park MH, Mandal A, Mandal S, Wolff EC. A new non-radioactive deoxyhypusine synthase assay adaptable to high throughput screening. Amino Acids. 2017;49: 1793–1804. pmid:28819816
  72. 72. Auld DS, Inglese J. Interferences with luciferase reporter enzymes. Assay Guidance Manual. Eli Lilly & Company and the National Center for Advancing Translational Sciences; 2004. Available:
  73. 73. Thorne N, Auld DS, Inglese J. Apparent activity in high-throughput screening: origins of compound-dependent assay interference. Curr Opin Chem Biol. 2010;14: 315–324. pmid:20417149
  74. 74. Napper AD, Sivendran S. Miniaturized high-throughput fluorescent assay for conversion of NAD(P)H to NAD(P). Curr Protoc Chem Biol. 2011;3. pmid:25478291
  75. 75. Lee YB, Park MH, Folk JE. Diamine and triamine analogs and derivatives as inhibitors of deoxyhypusine synthase: synthesis and biological activity. J Med Chem. 1995;38: 3053–3061. pmid:7636868
  76. 76. Ballesteros C, Geary JF, Mackenzie CD, Geary TG. Characterization of divalent metal transporter 1 (DMT1) in Brugia malayi suggests an intestinal-associated pathway for iron absorption. Int J Parasitol Drugs Drug Resist. 2018;8: 341–349. pmid:29957332
  77. 77. Klein RD, Favreau MA, Alexander-Bowman SJ, Nulf SC, Vanover L, Winterrowd CA, et al. Haemonchus contortus: Cloning and functional expression of a cDNA encoding ornithine decarboxylase and development of a screen for inhibitors. Exp Parasitol. 1997;87: 171–184. pmid:9371082
  78. 78. Geary TG, Chibale K, Abegaz B, Andrae-Marobela K, Ubalijoro E. A new approach for anthelmintic discovery for humans. Trends Parasitol. 2012;28: 176–181. pmid:22424638
  79. 79. Bilsland E, Sparkes A, Williams K, Moss HJ, De Clare M, Pir P, et al. Yeast-based automated high-throughput screens to identify anti-parasitic lead compounds. Open Biol. 2013;3. pmid:23446112
  80. 80. Hamza A, Driessen MRM, Tammpere E, O’Neil NJ, Hieter P. Cross-species complementation of nonessential yeast genes establishes platforms for testing inhibitors of human proteins. Genetics. 2020;214: 735–747. pmid:31937519
  81. 81. Denny PW. Yeast: bridging the gap between phenotypic and biochemical assays for high-throughput screening. Expert Opin Drug Discov. 2018;13: 1153–1160. pmid:30326751
  82. 82. Park MH, Ae Joe Y, Ryeon Kang K. Deoxyhypusine Synthase Activity Is Essential for Cell Viability in the Yeast Saccharomyces cerevisiae. 1998. Available:
  83. 83. Schnier J, Schwelberger HG, Smit-McBride Z, Kang HA, Hershey JW. Translation initiation factor 5A and its hypusine modification are essential for cell viability in the yeast Saccharomyces cerevisiae. Mol Cell Biol. 1991;11: 3105–3114. pmid:1903841
  84. 84. Martella M, Catalanotto C, Talora C, La Teana A, Londei P, Benelli D. Inhibition of eukaryotic translation initiation factor 5a (eIF5A) hypusination suppress p53 translation and alters the association of eIF5A to the ribosomes. Int J Mol Sci. 2020;21. pmid:32605139
  85. 85. de Almeida O Jr, Toledo TR, Rossi D, Rossetto D de B, Watanabe TF, Galvao FC, et al. Hypusine modification of the ribosome-binding protein eIF5A, a Target for new anti-inflammatory drugs: understanding the action of the inhibitor GC7 on a murine macrophage cell line. Curr Pharm Des. 2014;20: 284–292. pmid:23701550
  86. 86. Jakus J, Wolff EC, Myung Hee Park, Folk JE. Features of the spermidine-binding site of deoxyhypusine synthase as derived from inhibition studies. Effective inhibition by bis- and mono- guanylated diamines and polyamines. J Biol Chem. 1993;268: 13151–13159. pmid:8514754
  87. 87. Marton LJ, Pegg AE. Polyamines as targets for therapeutic intervention. Annual Review of Pharmacology and Toxicology. 1995. pp. 55–91. pmid:7598507
  88. 88. Wu P, Clausen MH, Nielsen TE. Allosteric small-molecule kinase inhibitors. Pharmacology and Therapeutics. 2015. pp. 59–68. pmid:26478442
  89. 89. Lee YB, Joe YA, Wolff EC, Dimitriadis EK, Park MH. Complex formation between deoxyhypusine synthase and ifs protein substrate, the eukaryotic translation initiation factor 5A (eIF5A) precursor. Biochem J. 1999;340: 273–281.