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Research Article

Characterisation of hydrazides and hydrazine derivatives as novel aspartic protease inhibitors

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Pages 673-678 | Received 26 Jan 2009, Accepted 17 Nov 2009, Published online: 11 Jan 2010

Abstract

Virtual screening of an in-house virtual library of synthetic compounds using FlexX, followed by enzyme inhibition, identified hydrazide and hydrazine derivatives as novel aspartic protease inhibitors. These compounds inhibited human cathepsin D and Plasmodium falciparum plasmepsin-II with low micromolar concentrations (IC50 = 1-2.5 μM). Modelling studies with plasmepsin-II predicted binding of ligands at the centre of the extended substrate-binding cleft, where hydrazide/hydrazine parts of the inhibitors acted as the transition state mimic by forming electrostatic interactions with catalytic aspartates.

Introduction

Aspartic proteases constitute one of the major protease subclasses that share a common mechanism of catalysis [Citation1]. These proteases consist of two domains where each domain contributes one aspartic acid residue to the catalytic dyad. A beta-hairpin turn also known as the flap with the ability to interact with substrates and inhibitors covers the binding cavity [Citation1,Citation2]. The substrates bind to the enzyme in its extended beta-strand conformation, and substrate residues (Pn-P1/P1’-Pn’) and corresponding enzyme sub-sites (Sn-S1/S1’-Sn’) are denoted based on their position relative to the scissile amide bond according to the Schechter and Berger nomenclature [Citation3]. The substrate-binding cleft of these proteases can accommodate 7/8 residues of substrates/inhibitors in S5-S3’ sub-sites. The distinction in specificity and activity of various aspartic proteases are due to discrete properties of the individual amino acid residues forming sub-sites comprising the active site cleft [Citation4,Citation5].

Aspartic proteases play important roles in several diseases such as AIDS (HIV protease) [Citation6], neoplastic disorders (cathepsin D and E) [Citation7,Citation8] Malaria (plasmepsins) [Citation9] etc. Increased expression of human lysosomal cathepsin D is associated with a number of pathological conditions including neoplastic disorders and inflammatory diseases [Citation7,Citation10]. The plasmepsin family of Plasmodium aspartic proteases is involved in haemoglobin degradation during the intra-erythrocyte phase of malarial infection [Citation9]. Plasmepsins (in particular plasmepsin-I and plasmepsin-II) have been considered as promising target for new anti-malarial drugs but Liu et al. [Citation11] have reported that inhibition of plasmepsins does not appear to be a potential strategy, unless combined with the inhibitors of malarial parasite cysteine proteases falcipains that are also involved in haemoglobin catabolism [Citation11]. A number of chemical functionalities and structural units have been employed as non-cleavable transition-state isosteres in plasmepsin-II inhibitors [Citation12]. These include inhibitors encompassing statine-derived and reversed-statine-based cores [Citation13,Citation14], tertiary amines based on 4-aminopiperidine-tert-butyl-carbamate [Citation15], hydroxyethylamines, dihydroxyethylenes and hydroxymethylcarbonyl [Citation16,Citation17], diphenylurea [Citation18] and acridinyl hydrazides [Citation19]. Recently, new non-peptidic plasmepsin inhibitors have been reported containing achiral oligoamines and tetrahydroazepine scaffold [Citation20,Citation21].

The hydrazides and their analogues are known to have antibacterial, antifungal [Citation22,Citation23] and antileishmanial [Citation24] activities. They also have been reported as monoamine oxidase inhibitors [Citation25]. We have characterised phenyl hydrazide and hydrazine derivatives as Plasmodium falciparum plasmepsin-II and human cathepsin D inhibitors suggested by virtual screening of an in-house library of synthetic compounds and confirmed by enzyme inhibition studies.

Material and methods

Virtual library screening

Virtual screening was carried out by FlexX ligand docking software (version 2.0) [Citation26] using an in-house virtual library of more than 600 synthetic compounds and crystal structural coordinate sets of Plasmodium falciparum plasmepsin-II (PDB ids; 1M43 [Citation27]) and human cathepsin D (PBD id; 1LYB [Citation27]). The virtual library compounds correspond to thirty different chemical scaffolds that have been synthesised in our laboratory. 3D models of compounds in SYBYL mol2 format were utilised for binding to the active sites of both aspartic proteases. FlexX method of ligand docking involves incremental construction of ligands from smaller fragments in the cavity of a receptor. During virtual screening by FlexX, each molecule in the in-house library is docked and scored (termed as FlexX docking score) and finally the molecules are ranked according to those scores. The ranking of generated docking solutions is performed using a scoring function similar to that developed by Bohm [Citation29] which estimates the free binding energy (δG) of the protein-ligand complex. Docking was carried out allowing full flexibility for the ligands, while keeping the proteins fixed. Among the two catalytic aspartates of proteases, Asp34 was considered protonated and Asp214 considered negatively charged during docking (plasmepsin-II numberings). After each ligand docking run, the top ten ranked docking solutions were saved and considered for detailed analysis.

Similar to the FlexX scoring function, the SCORE command of FlexX searches for interactions and an energy estimation for the ligand placed on a given set of coordinates (termed as FlexX binding score). The binding score of plasmepsin-II-pepstatin-A complex (PDB id; 1M43) was also calculated by SCORE command for comparison.

Synthesis of hydrazides and hydrazines

The procedure for the preparation of butanohydrazide (Mr-I-33) and 2-methoxybenzohydrazide (Mr-I-27) has been reported elsewhere [Citation24] ().

Table 1. Structures and synthetic data of hydrazide and hydrazine derivatives.

Synthesis of 2-nitrobenzohydrazide (Mr-I-53b) and 2,2-diphenylacetohydrazide (Mr-I-179) was carried out by conventional method. In a typical reaction, hydrazine hydrate (3.5 mmol) was added to corresponding ethyl or methyl esters (3.5 mmol) in ethanol and this mixture was refluxed for 4-6 h as mentioned in . After completion of the reaction, the precipitate was obtained, filtered and washed with hexane. Hydrazides were obtained as slightly yellowish solids.

Compound Mr-I-53b (2-nitrobenzohydrazide): Yield: 92%; Rf = 0.54 (hexane/ethyl acetate, 3:7); 1H-NMR (400 MHz, CD3OD); δ 8.60 (d, 1H, J3,4 = 8.6 Hz, H-3), 8.30 (d, 1H, J6,5 = 8.4 Hz, H-6), 8.20 (t, 1H, J4,5 = J4,3 = 7.4 Hz, H-4), 7.76 (t, 1H, J5,6 = J5,4 = 8.03 Hz, H-5);IR (KBr): νmax 3330, 3263, 1630, 1597, 1540, 1340, 1115, 503 cm−1; UV (CH3OH): λmax 240 (log ϵ = 3.98) nm; EI MS: m/z (rel. abund. %): 181 (M+, 17), 150 (100), 134 (15), 120.1 (60), 104 (70), 92 (50), 76 (69), 75 (28), 50 (60); Anal. calcd for C7H7N3O3: C, 46.41; H, 3.89; N, 23.20; Found: C, 46.40; H, 3.86; N, 23.18.

Compound MR-I-179 (2,2-diphenylacetohydrazide): Yield: 70%; Rf = 0.45 (hexane/ethyl acetate, 3:7); 1H-NMR (400 MHz, CD3OD); δ 7.23 (m, 4H, H-2, 3, 5, 6), 7.11 (m, 4H, H-2`, 3`, 5`, 6); IR (KBr): νmax 3258, 2975, 1645, 1279 cm−1; UV (CH3OH): λmax 270 (log ϵ = 4.62) nm; EI MS: m/z (rel. abund. %): 226 (M+, 20), 195 (40), 167 (100), 78 (50); Anal. calcd for C14H14N2O: C, 74.31; H, 6.24; N, 12.38. Found: C, 74.29; H, 6.24; N, 12.30.

Microwave-assisted synthesis of 2-nitrobenzohydrazide (Mr-I-53b) and 2,2-diphenylacetohydrazide (Mr-I-179)

In a typical reaction, hydrazine hydrate (3.5 mmol) was added to corresponding ethyl or methyl esters (3.9 mmol) in ethanol and these mixture were irradiated under microwave (CEM Discover system, model 908010, Matthews, North Carolina, USA) for the times mentioned in . After completion of the reaction, the precipitate was obtained, filtered and washed with hexane. Hydrazides were obtained as slightly yellowish solids.

Microwave-assisted synthesis of 1,2-diphenylhydrazine (Mr-II-10)

1,2-diphenylhydrazine was synthesised by aniline (1 mmol), copper sulphate (1 mmol) and Al2O3 were irradiated under microwave (CEM Discover system) for 90 s. The solid product was washed with hexane.

Compound Mr-II-10 (1,2-diphenylhydrazine): Yield: 92% Rf = 0.75 (hexane/ethyl acetate, 7:3); 1H-NMR (400 MHz, MeOD) δ 7.89 (m, 6-H, H-10), 7.51 (m, 5-H, H-11) 7.24 (s, 7-H, H-8 ); IR (KBr) νmax 3425, 2922, 1591, 1481;UV (CH3OH): λmax 450 (log ϵ = 4.01) nm; EI MS m/z (rel. abund. %): 184 (M+, 1.69), 182 (11.9), 72.2 (100), 51 (50); Anal. calcd for C12H12N2: C, 78.23; H, 6.57; N, 15.21. Found: C, 78.19; H, 6.55; N, 15.20.

Microwave-assisted synthesis of 4-[-2-(4-pyridinyl)-hydrazino]-pyridine (Mr-II-80)

For 4-[-2-(4-pyridinyl)-hydrazino]-pyridine synthesis, 4-pyridineamine (1 mmol), copper sulphate (1 mmol) and Al2O3 were irradiated under microwave (CEM Discover system) for 80 s. The solid product was washed with hexane.

Compound Mr-II-80 (1,2-dipyridinylhydrazine): Yield: 78%;Rf = 0.76 (hexane/ethyl acetate, 7:3); 1H-NMR (400 MHz, MeOD) δ 8.26 (m, 2-H, H-13), 8.17 (s, 7-H, H-8 ), 7.09 (m, 5-H, H-11); IR (KBr) νmax 3425, 2922, 1650, 1477;UV (CH3OH): λmax 430 (log ϵ = 4.02) nm; EI MS m/z (rel. abund. %): 186 (M+, 2.19), 184 (15.9), 74.2 (100), 53 (20) Anal. calcd for C10H10N4: C, 64.50; H, 5.41; N, 30.09. Found: C, 64.48; H, 5.40; N, 30.05.

Plasmepsin-II and cathepsin D inhibition assays

The enzyme activities of plasmepsin-II and cathepsin D were measured as described earlier [Citation13,Citation19] using a fluorescence resonance energy transfer (FRET)-based assay with the fluorogenic substrate DABCYL-Glu-Arg-Nle-Phe-Leu-Ser-Phe-Pro-EDANS (malaria FRET-1; AnaSpec, Fremont, CA, USA). Purified Plasmodium falciparum plasmepsin-II was provided by Daniel E. Goldberg, Howard Hughes Medical Institute, St. Louis, Missouri. Recombinant human liver cathepsin D was purchased from Biodesign International, Carmel, NA. The assay was performed with plasmepsin-II/cathepsin D (1.2 nM) and substrate (malaria FRET-1; 1.0 μM) in 0.1 M sodium acetate buffer pH 5, containing 10% glycerol and 0.01% Tween 20. The hydrazide and hydrazine compounds dissolved in DMSO were added in the reaction mixture before the addition of substrate. The assays were performed with 5% final concentration of DMSO. The enzyme inhibition experiments were performed (in triplicates) in 96-well plate format and readings were obtained on a Perkin Elmer LS55 fluorescence spectrometer, Waltham, Massachusetts, with an excitation and emission wavelengths of 336 and 490 nm respectively. IC50 values were calculated by nonlinear regression analysis from plots of percentage inhibition versus inhibitor concentrations. The enzyme assays using ‘standard inhibitor’ pepstatin-A (Sigma-Aldrich Inc., St. Louis, MO, USA) was performed in the same experimental manner as for hydrazide and hydrazine compounds.

Results and discussion

During this study, FlexX program [Citation26] was utilised to predict the binding sites for compounds in the crystal structures of plasmepsin-II [Citation27] and cathepsin D [Citation28]. FlexX scoring function provided docking scores and ranking of each compound of the in-house database. Of the library compounds subject to virtual screening with docking simulations, the following five were the highest scoring hydrazide and hydrazine derivatives and were selected as virtual hits, i.e. Mr-I-27, 2-methoxy benzohydrazide; Mr-I-53b, 2-nitro benzohydrazide; Mr-I-179, 2,2-diphenyl acetohydrazide; Mr-II-10, 1,2-diphenylhydrazine and Mr-II-80, 1,2-dipyridinylhydrazine ( and ).

Table 2. FlexX docking scores and human cathepsin D and P. falciparum Plasmepsin-II inhibition data of hydrazide and hydrazine derivatives.

The enzyme inhibition assays demonstrated that the above mentioned hit compounds inhibit both aspartic proteases in the low micromolar concentrations thereby supporting the docking predictions. The mean IC50 values of phenyl hydrazides for cathepsin D and plasmepsin-II are 1.38 ± 0.1 and 1.4 ± 0.3 μM, whereas mean IC50 values of hydrazines for these enzymes are 2.45 and 1.25 μM respectively ( and ). The inhibition data showed that these compounds are equally potent against both proteases. Recently, acridinyl hydrazides have been reported as potent aspartic protease inhibitors [Citation19]. The compounds mentioned in the present study are alkyl (Mr-I-33) and phenyl hydrazides (M-I-27; Mr-I-53b; Mr-I-179) and hydrazine compounds (Mr-II-10; Mr-II-80).

Figure 1. Enzyme inhibition plots as a function of hydrazide and hydrazine compounds concentrations.

Figure 1.  Enzyme inhibition plots as a function of hydrazide and hydrazine compounds concentrations.

Inhibition assays with butanohydrazide (Mr-I-33) were performed. The FlexX did not predict Mr-I-33 as ‘good binder’ with docking score worse than hydrazide compounds tested in this study. However, the IC50 values of Mr-I-33 for plasmepsin-II and cathepsin D were estimated as 1.25 ± 0.25 and 1.4 ± 0.4 μM, respectively ( and ).

Structural analysis of the predicted binding poses of these compounds revealed important information related to the basis of inhibition. The top five binders of inhibitors were modelled into the active site of plasmepsin-II to examine interactions with protein residues. Analysis of FlexX docking solutions revealed that the enzyme-inhibitor complexes are stabilised primarily by electrostatic interactions between the side chains of catalytic aspartates, i.e. Asp34 and Asp214 and hydrazide/hydrazine moiety of ligands which operate as transition state isosteres as a central fragment [Citation16,Citation30] (). Since the IC50 values for all tested compounds are almost the same, the inhibitory property is apparently due to the hydrazide/hydrazine isostere. Although no structure activity relationship could be found, a description of putative binding modes of these compounds would be edifying for different substitutions and heterocyclic extensions.

Figure 2. Interactions of (A) hydrazide and (B) hydrazine transition state isosteres with catalytic aspartates of plasmepsin-II. Electrostatic interactions of hydrazide and hydrazine moieties of inhibitors with Asp34 and Asp214 residues are shown by broken lines (distances in Angstrom).

Figure 2.  Interactions of (A) hydrazide and (B) hydrazine transition state isosteres with catalytic aspartates of plasmepsin-II. Electrostatic interactions of hydrazide and hydrazine moieties of inhibitors with Asp34 and Asp214 residues are shown by broken lines (distances in Angstrom).

In the crystal structure of plasmepsin-II, two topologically similar amino-terminal and carboxy-terminal domains contact each other along the bottom of the substrate-binding cleft that contains the catalytic dyad Asp34 and Asp214. A conserved β-hairpin structure known as flap (Asn76-Thr81) lies perpendicular over the centre of the cleft and interacts with substrates/inhibitors [Citation25]. The hydrazides are predicted to dock at the centre of the substrate-binding cleft with two binding modes. Compounds Mr-I-27 and Mr-I-53b have the same binding mode while Mr-I-179 docked differently (). The phenyl groups of Mr-I-27 and Mr-I-53b are placed at the same position in the cleft forming hydrophobic and aromatic interactions with S2’ sub-site, structured by Met75, Leu131 and Ser37 and flap region residues Tyr77 and Val78. The ortho-nitro/methoxy side chains of these compounds are in contact with the S1’ sub-site residues Tyr192 and Phe294. The ortho-nitro group of Mr-I-53b formed an H-bond with the side chain hydroxyl of Tyr192. On the other hand, the compound Mr-I-179 (with two phenyl rings termed as A and B in ) is predicted to interact with S1-S2-S3 sub-sites residues comprising hydrophobic and aromatic side chains. Phenyl ring ‘A’ of this inhibitor is in contact with S2 sub-site residues Val78, Thr217, Thr221 and Ile300 whereas ring ‘B’ situated in the S1-S3 sub-sites structured by Ile32, Tyr77, Phe111 and Ile123. Modelling of Mr-I-33 showed superposition of its alkyl group on the biphenyl group. Hence, although the hydrazide group of these compounds has been docked at the same location as the transition state mimic; the putative binding sites of phenyl rings are in opposite directions in the active site cleft of plasmepsin-II ().

Figure 3. Docking of (A) hydrazides and (B) hydrazine compounds in the substrate-binding cleft of Plasmepsin-II. Interactions of different enzyme sub-sites with inhibitors are shown. Hydrogen bonds are indicated as broken lines (distances in Angstrom). The two phenyl rings of Mr-I-179 are denoted as ‘A’ and ‘B’.

Figure 3.  Docking of (A) hydrazides and (B) hydrazine compounds in the substrate-binding cleft of Plasmepsin-II. Interactions of different enzyme sub-sites with inhibitors are shown. Hydrogen bonds are indicated as broken lines (distances in Angstrom). The two phenyl rings of Mr-I-179 are denoted as ‘A’ and ‘B’.

The compounds Mr-II-10 and Mr-II-80 docked at the centre of the substrate binding cleft where both amino nitrogens of the hydrazine moiety formed electrostatic interactions with the catalytic aspartates (). Phenyl and pyridinyl rings of both compounds extended towards both sides of the scissile bond forming hydrophobic and aromatic contacts with S1-S3 sub-sites residues Met15, Ile32 and Ile123; S2 sub-site residue Thr217; S1’ sub-site residues Tyr192 and Ile300; and S2’ sub-site and flap loop residue Tyr77, Val78 and Ser79. Moreover, both pyridinyl nitrogens of Mr-II-80 predicted to form H-bonds with Ser79 and Tyr192 side chains ().

In conclusion, we report phenyl hydrazides/hydrazines as aspartic protease inhibitors are suggested by structure-based screen of an in-house virtual library of synthetic compounds and verified by enzyme inhibition. Different substitutions and heterocyclic extensions may lead to the discovery of novel lead compounds with better potency and selectivity towards plasmepsin-II for therapeutic intervention against malaria.

Acknowledgements

We are thankful to Dr Daniel E. Goldberg (Howard Hughes Medical Institute, Washington University, School of Medicine, St Louis, Missouri, USA) for providing purified P. falciparum plasmepsin-II, and Dr M. Iqbal Choudhary, University of Karachi, Karachi, Pakistan for valuable suggestions.

Declaration of interest

The author reports no conflicts of interest. The authors alone are responsible for the content and writing of the paper.

References

  • Davies DR. The structure and function of the aspartic proteinases. Ann Rev Biophys BioPhys Chem 1990;19:189–215.
  • Eder J, Hommel U, Cumin F, Martoglio B, Gerhartz B. Aspartic proteases in drug discovery. Curr Pharm Des 2007;13:271–285.
  • Schechter I, Berger A. On the size of the active site in proteases. I. Papain. Biochem Biophys Res Commun 1967;27:157–162.
  • Kay J, Dunn BM. Substrate specificity and inhibitors of aspartic proteinases. Scand J Clin Lab Invest 1992;52:23–30.
  • Zurcher M, Gottschalk T, Meyer S, Bur D, Deiderich F. Exploring the flap pocket of the antimalarial target plasmepsin II: The ‘55% rule’ applied to enzymes. Chem Med Chem 2008;3:237–240.
  • De Clercq E. Strategies in the design of antiviral drugs. Nat Rev Drug Discov 2002;1:13–25.
  • Jedinak A, Maliar T. Inhibitors of proteases as anticancer drugs. Neoplasma 2005;52:185–192.
  • Azim MK, Zaidi ZH. Molecular modeling of human procathepsin E: analysis of salt-bridge interactions between propeptide and enzyme segment. Biochem Biophys Res Commun 1999;264:825–832.
  • Ersmark K, Samuelsson B, Hallberg A. Plasmepsins as potential targets for new antimalarial therapy. Med Res Rev 2006;26:626–666.
  • Cooper JD, Russell C, Mitchison HM. Progress towards understanding disease mechanisms in small vertebrate models of neuronal ceroid lipofuscinosis. Biochem Biophys Acta 2006;1762:873–889.
  • Liu J, Istvan ES, Gluzman IY, Gross J, Goldberg DE. Plasmodium falciparum ensures its amino acid supply with multiple acquisition pathways and redundant proteolytic enzyme systems. Proc Natl Acad Sci USA 2006;103:8840–8845.
  • Bjelic S, Nervall M, Gutierrez-de-Teran H, Ersmark K, Hallberg A, Aqvist J. Computational inhibitor design against malaria plasmepsins. Cell Mol Life Sci 2007;64:2285–2305.
  • Bjelic S, Nervall M, Gutierrez-de-Teran H, Ersmark K, Hallberg A, Aqvist J. Potent, low-molecular-weight non-peptide inhibitors of malarial aspartyl protease plasmepsin II. J Med Chem 1999;42:1428–1440.
  • Dahlgren A, Kvarnstrom I, Vrang L, Hamelink E, Hallberg A, Rosenquist A, Samuelsson B. New inhibitors of the malaria aspartyl proteases plasmepsin I and II. Bioorg Med Chem 2003;11:3423–3437.
  • Corminboeuf O, Dunet G, Hafsi M, Grimont J, Grisostomi C, Meyer S, Binkert C, Bur D, Jones A, Prade L, Brun R, Boss C. Inhibitors of plasmepsin II-potential antimalarial agents. Bioorg Med Chem Lett 2006;16:6194–6199.
  • Muthas D, Noteberg D, Sabnis YA, Hamelink E, Vrang L, Samuelsson B, Karlen A, Hallberg A. Synthesis, biological evaluation, and modeling studies of inhibitors aimed at the malarial proteases plasmepsins I and II. Bioorg Med Chem 2005;13:5371–5390.
  • Hidaka K, Kimura T, Ruben AJ, Uemura T, Kamiya M, Kiso A, Okamoto T, Tsuchiya Y, Hayashi Y, Freire E, Kiso Y. Antimalarial activity enhancement in hydroxymethylcarbonyl (HMC) isostere-based dipeptidomimetics targeting malarial aspartic protease plasmepsin. Bioorg Med Chem 2008;16:10049–10060.
  • Jiang S, Prigge ST, Wei L, Gao Y-E, Hudson TH, Gerena L, Dame JB, Kyle DE. New class of small nonpeptidyl compounds blocks Plasmodium falciparum development in vitro by inhibiting plasmepsins. Antimicrob Agents Chemother 2001;45:2577–2584.
  • Azim MK, Ahmed W, Khan IA, Rao NA, Khan KM. Identification of acridinyl hydrazides as potent aspartic protease inhibitors. Bioorg Med Chem Lett 2008;18:3011–3015.
  • Blum A, Bottcher J, Sammet B, Luksch T, Heine A, Klebe G, Deiderich WE, Achiral oligoamines as versatile tool for the development of aspartic protease inhibitors. Bioorg Med Chem 2008;16:8574–8586.
  • Luksch T, Chan NS, Brass S, Sotriffer CA, Klebe G, Deitderich WE. Computer-aided design and synthesis of nonpeptidic plasmepsin II and IV inhibitors. ChemMedChem 2008;3:1323–1336.
  • Ciugureanu C, Ungureanu M, Grosu G. The antibacterial action of new hydrazide derivatives. Rev Med Chir 1993;97:433–437.
  • Waisser K, Houngbedji N, Odlerrova Z, Thiel W, Mayer R. Antitubercular agents. Thiohydrazides, potential antitubercular agents. Pharmazie 1990;45:141–142.
  • Khan MK, Rasheed M, Zia-Ullah Hayat, S, Kaukab F, Choudhary MI, Atta-ur-Rahman Perveen, S. Synthesis and in vitro leishmanicidal activity of some hydrazides and their analogues. Bioorg Med Chem 2003;11:1381–1387.
  • Cardellini M, Claudi F, Grifantini M, Gulini U, Martelli S. Indolizine derivatives with biological activity I: N’-substituted hydrazides of indolizine-2-carboxylic acid. J Pharm Sci 1977;66:259–262.
  • Rarey M, Kramer B, Lengauer T, Klebe G. A fast flexible docking method using an incremental construction algorithm. J Mol Biol 1996;261:470–489.
  • Silva AM, Lee AY, Gulnik SV, Maier P, Collins J, Bhat TN, Collins PJ, Cachau RE, Luker KE, Gluzman IY, Francis SE, Oksman A, Goldberg DE, Erickson JW. Structure and inhibition of plasmepsin II, a hemoglobin-degrading enzyme from Plasmodium falciparum. Proc Natl Acad Sci USA 1996;93:10034–10039.
  • Baldwin ET, Bhat TN, Gulnik S, Hosur MV, Sowder RC II, Cachau RE, Collins J, Silva AM, Erickson JW. Crystal structures of native and inhibited forms of human cathepsin D: Implications for lysosomal targeting and drug design. Proc Natl Acad Sci USA 1993;90:6796–6800.
  • Bohm H-J. The development of a simple empirical scoring function to estimate the binding constant for a protein-ligand complex of known three-dimensional structure. J Comput-Aided Mol Design 1994;8:243–256.
  • Teran-de-Gutierrez H, Nervall M, Ersmark K, Liu P, Janka LK, Dunn B, Hallberg A, Advist J. Inhibitor binding to the plasmepsin IV aspartic protease from Plasmodium falciparum. Biochemistry 2006;45:10529–10541.

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