A method for computational combinatorial peptide design of inhibitors of Ras protein.

A computational combinatorial approach is proposed for the design of a peptide inhibitor of Ras protein. The procedure involves three steps. First, a 'Multiple Copy Simultaneous Search' identifies the location of specific functional groups on the Ras surface. This search method allowed us to identify an important binding surface consisting of two beta strands (residues 5-8 and 52-56), in addition to the well known Ras effector loop and switch II region. The two beta strands had not previously been reported to be involved in Ras-Raf interaction. Second, after constructing the peptide inhibitor chain based on the location of N-methylacetamide (NMA) minima, functional groups are selected and connected to the main chain Calpha atom. This step generates a number of possible peptides with different sequences on the Ras surface. Third, potential inhibitors are designed based on a sequence alignment of the peptides generated in the second step. This computational approach reproduces the conserved pattern of hydrophobic, hydrophilic and charged amino acids identified from the Ras effectors. The advantages and limitations of this approach are discussed.     

Predicting peptide binding to MHC pockets via molecular modeling, implicit solvation, and global optimization

Development of a computational prediction method based on molecular modeling, global optimization, and implicit solvation has produced accurate structure and relative binding affinity predictions for peptide amino acids binding to five pockets of the MHC molecule HLA-DRB1*0101. Because peptide binding to MHC molecules is essential to many immune responses, development of such a method for understanding and predicting the forces that drive binding is crucial for pharmaceutical design and disease treatment. Underlying the development of this prediction method are two hypotheses. The first is that pockets formed by the peptide binding groove of MHC molecules are independent, separating the prediction of peptide amino acids that bind within individual pockets from those that bind between pockets. The second hypothesis is that the native state of a system composed of an amino acid bound to a protein pocket corresponds to the system's lowest free energy. The prediction method developed from these hypotheses uses atomistic-level modeling, deterministic global optimization, and three methods of implicit solvation: solvent-accessible area, solvent-accessible volume, and Poisson-Boltzmann electrostatics. The method predicts relative binding affinities of peptide amino acids for pockets of HLA-DRB1*0101 by determining computationally an amino acid's global minimum energy conformation. Prediction results from the method are in agreement with X-ray crystallography data and experimental binding assays.     

Use of the multiple copy simultaneous search (MCSS) method to design a new class of picornavirus capsid binding drugs

A combinatorial ligand design approach based on the multiple copy simultaneous search (MCSS) method and a simple scheme for joining MCSS functional group sites was applied to the binding pocket of P3/Sabin poliovirus and rhinovirus 14. The MCSS method determines where specific functional (chemical) groups have local potential energy minima in the binding site. Before the virus application, test calculations were run to determine the optimal set of input parameters to be used in evaluating the MCSS results. The MCSS minima are analyzed and selected minima are connected with (CH₂) _n linkers to form candidate ligands, whose structures are optimized in the binding site. Estimates of the binding strength were made for the ligands and compared with those for known drugs. The results indicate that the proposed ligands should bind to P3/Sabin poliovirus at least as well as the best of the existing drugs, and that they should also bind to P1/Mahoney poliovirus and rhinovirus 14. A detailed comparison of the poliovirus and rhinovirus binding pockets and an analysis of drug binding specificity is presented. Proteins 29:32–58, 1997. © 1997 Wiley-Liss, Inc.     

Retinal cyclic-GMP phosphodiesterase gamma-subunit: identification of functional residues in the inhibitory region.

Previously, we have domain-mapped the 87 amino acid PDE gamma inhibitory subunit of the retinal phosphodiesterase (PDE) alpha beta gamma 2 complex using synthetic peptides. The PDE gamma subunit has a binding domain for transducin-alpha (T alpha) and for PDE alpha/beta within residues # 24-45 and an inhibitory region for PDE alpha/beta within residues # 80-87. In order to establish the role of individual amino acids in the function of the PDE gamma inhibitory subunit, peptides of PDE gamma # 63-87 and mutant peptides were synthesized and utilized in PDE inhibition assays. The following peptides exhibited a decreased ability to inhibit PDE alpha/beta: All were from PDE gamma # 63-87; PDE gamma Tyr 84----Gly, PDE gamma Phe 73----Gly and PDE gamma Gln 83----Gly.     

Nonhelical leash and alpha-helical structures determine the potency of a peptide antagonist of human T-cell leukemia virus entry

Viral fusion proteins mediate the entry of enveloped viral particles into cells by inducing fusion of the viral and target cell membranes. Activated fusion proteins undergo a cascade of conformational transitions and ultimately resolve into a compact trimer of hairpins or six-helix bundle structure, which pulls the interacting membranes together to promote lipid mixing. Significantly, synthetic peptides based on a C-terminal region of the trimer of hairpins are potent inhibitors of membrane fusion and viral entry, and such peptides are typically extensively alpha-helical. In contrast, an atypical peptide inhibitor of human T-cell leukemia virus (HTLV) includes alpha-helical and nonhelical leash segments. We demonstrate that both the C helix and C-terminal leash are critical to the inhibitory activities of these peptides. Amino acid side chains in the leash and C helix extend into deep hydrophobic pockets at the membrane-proximal end of the HTLV type 1 (HTLV-1) coiled coil, and these contacts are necessary for potent antagonism of membrane fusion. In addition, a single amino acid substitution within the inhibitory peptide improves peptide interaction with the core coiled coil and yields a peptide with enhanced potency. We suggest that the deep pockets on the coiled coil are ideal targets for small-molecule inhibitors of HTLV-1 entry into cells. Moreover, the extended nature of the HTLV-1-inhibitory peptide suggests that such peptides may be intrinsically amenable to modifications designed to improve inhibitory activity. Finally, we propose that leash-like mimetic peptides may be of value as entry inhibitors for other clinically important viral infections.     

Amino(methyl) pyrrolidines as novel scaffolds for factor Xa inhibitors

The design and synthesis of a novel class of amino(methyl) pyrrolidine-based sulfonamides as potent and selective FXa inhibitors is reported. The amino(methyl) pyrrolidine scaffolds were designed based on the proposed bioisosterism to the piperazine core in known FXa inhibitors. The SAR study led to compound 15 as the most potent FXa inhibitor in this series, with an IC(50) of 5.5 nM and PT EC(2x) of 1.7 microM. The proposed binding models show that the pyrrolidine cores are in van der Waals contact with the enzyme surface, and the flexibility of amino(methyl) pyrrolidines allows the two nitrogen atoms to anchor both the P1 and P4 groups to fit similarly in the S1 and S4 pockets.     

Affinity purification of the C alpha and C beta isoforms of the catalytic subunit of cAMP-dependent protein kinase

A synthetic peptide of 18 amino acids corresponding to the inhibitory domain of the heat-stable protein kinase inhibitor was synthesized and shown to inhibit both the C alpha and C beta isoforms of the catalytic (C) subunit of cAMP-dependent protein kinase. Extracts from cells transfected with expression vectors coding for the C alpha or the C beta isoform of the C subunit required 200 nM protein kinase inhibitor peptide for half-maximal inhibition of kinase activity in extracts from these cells. An affinity column was constructed using this synthetic peptide, and the column was incubated with protein extracts from cells overexpressing C alpha or C beta. Elution of the affinity column with arginine allowed single step isolation of purified C alpha and C beta subunits. The C alpha and C beta proteins were enriched 200-400-fold from cellular extracts by this single step of affinity chromatography. No residual inhibitory peptide activity could be detected in the purified protein. The purified C subunit isoforms were used to demonstrate preferential antibody reactivity with the C alpha isoform by Western blot analysis. Furthermore, preliminary characterization showed both isoforms have similar apparent Km values for ATP (4 microM) and for Kemptide (5.6 microM). These results demonstrate that a combination of affinity chromatography employing peptides derived from the heat-stable protein kinase inhibitor protein and the use of cells overexpressing C subunit related proteins may be an effective means for purification and characterization of the C subunit isoforms. Furthermore, this method of purification may be applicable to other kinases which are known to be specifically inhibited by small peptides.     

Structural requirements of MLD-containing disintegrins for functional interaction with alpha 4 beta 1 and alpha 9 beta1 integrins

Three non-RGD-containing disintegrins, VLO5, EO5, and EC3, belong to the heterodimeric family of these snake venom-derived proteins. They are potent inhibitors of certain leukocyte integrins such as alpha4beta1, alpha4beta7, and alpha9beta1, and act through the MLD motif present in one of their subunits. However, the selectivity of these disintegrins to interact with integrins is related to the amino acid composition of the integrin-binding loop in the MLD-containing subunit. The most important amino acid is that preceding the MLD motif. In vitro experiments in adhesion and ELISA assays revealed that the TMLD-containing disintegrins, VLO5 and EO5, appeared to be very potent inhibitors of human alpha4beta1 and alpha9beta1 and less effective in inhibition of the alpha4beta7 integrin. The reverse effect was observed for the AMLD-containing disintegrin, EC3. The data with native disintegrins were confirmed by experiments with synthetic peptides displaying TMLD and AMLD motifs. The MLD-containing disintegrins showed differential activities to inhibit human and murine alpha4beta1 integrin. EC3 was a weaker inhibitor of human integrin, whereas VLO5 and EO5 less actively inhibited murine alpha4beta1. These data describe a useful set of potent and selective integrin antagonists and suggest conformational requirements of human and mouse integrins for interaction with ligands.     

Optimized selective N-methylation of peptides on solid support.

Peptides containing N(alpha)-methylamino acids exhibit interesting therapeutic profiles and are increasingly recognized as potentially useful therapeutics. Unfortunately, their synthesis is hampered by the high price and nonavailability of many N(alpha)-methylamino acids. An efficient and practical three-step procedure for selective N-methylation of peptides on solid support is described. The procedure was based on the well known solid-phase N-methylation of N(alpha)-arylsulfonyl peptides, which was improved by using dimethylsulfate and the less expensive DBU as base. Every step of the procedure, amine activation by an o-nitrobenzenesulfonyl group, selective N-methylation and removal of the sulfonamide group, was optimized in respect of time and economy. The described optimized three-step procedure is performed in 35 min without solvent changes, instead of 3 h. Tripeptides (Fmoc-Phe-MeXaa-Leu-OH) containing N-methylated common amino acids were also prepared using the optimized procedure to demonstrate its compatibility with these amino acids. The described procedure allows an efficient synthesis of N(alpha)-methylamino acid containing peptides in a very short time using Fmoc solid-phase peptide synthesis.     

Amino acid inhibition of the autophagic/lysosomal pathway of protein degradation in isolated rat hepatocytes

Protein degradation in isolated rat hepatocytes, as measured by the release of [¹⁴C]valine from pre-labelled protein, is partly inhibited by a physiologically balanced mixture of amino acids. The inhibition is largely due to the seven amino acids leucine, phenylalanine, tyrosine, tryptophan, histidine, asparagine and glutamine.When the amino acids are tested individually at different concentrations, asparagine and glutamine are the strongest inhibitors. However, when various combinations are tested, a mixture of the first five amino acids as well as a combination of leucine and asparagine inhibit protein degradation particularly strongly.The inhibition brought about by asparagine plus leucine is not additive to the inhibition by propylamine, a lysosomotropic inhibitor; thus indicating that the amino acids act exclusively upon the lysosomal pathway of protein degradation.Following a lag of about 15 min the effect of asparagine plus leucine is maximal and equal to the effect of propylamine, suggesting that their inhibition of the lysosomal pathway is complete as well as specific.Degradation of endocytosed ¹²⁵I-labelled asialofetuin is not affected by asparagine plus leucine, indicating that the amino acids do not affect lysosomes directly, but rather inhibit autophagy at a step prior to the fusion of autophagic vacuoles with lysosomes.The aminotransferase inhibitor, aminooxyacetate, does not prevent the inhibitory effect of any of the amino acids, i.e. amino acid metabolites are apparently not involved.     

Inhibition of beta-amyloid(40) fibrillogenesis and disassembly of beta-amyloid(40) fibrils by short beta-amyloid congeners containing N-methyl amino acids at alternate residues.

A potential goal in the prevention or therapy of Alzheimer's disease is to decrease or eliminate neuritic plaques composed of fibrillar beta-amyloid (Abeta). In this paper we describe N-methyl amino acid containing congeners of the hydrophobic "core domain" of Abeta that inhibit the fibrillogenesis of full-length Abeta. These peptides also disassemble preformed fibrils of full-length Abeta. A key feature of the inhibitor peptides is that they contain N-methyl amino acids in alternating positions of the sequence. The most potent of these inhibitors, termed Abeta16-22m, has the sequence NH(2)-K(Me-L)V(Me-F)F(Me-A)E-CONH(2). In contrast, a peptide, NH(2)-KL(Me-V)(Me-F)(Me-F)(Me-A)-E-CONH(2), with N-methyl amino acids in consecutive order, is not a fibrillogenesis inhibitor. Another peptide containing alternating N-methyl amino acids but based on the sequence of a different fibril-forming protein, the human prion protein, is also not an inhibitor of Abeta40 fibrillogenesis. The nonmethylated version of the inhibitor peptide, NH(2)-KLVFFAE-CONH(2) (Abeta16-22), is a weak fibrillogenesis inhibitor. Perhaps contrary to expectations, the Abeta16-22m peptide is highly soluble in aqueous media, and concentrations in excess of 40 mg/mL can be obtained in buffers of physiological pH and ionic strength, compared to only 2 mg/mL for Abeta16-22. Analytical ultracentrifugation demonstrates that Abeta16-22m is monomeric in buffer solution. Whereas Abeta16-22 is susceptible to cleavage by chymotrypsin, the methylated inhibitor peptide Abeta16-22m is completely resistant to this protease. Circular dichroic spectroscopy of Abeta16-22m indicates that this peptide is a beta-strand, albeit with an unusual minimum at 226 nm. In summary, the inhibitor motif is that of alternating N-methyl and nonmethylated amino acids in a sequence critical for Abeta40 fibrillogenesis. These inhibitors appear to act by binding to growth sites of Abeta nuclei and/or fibrils and preventing the propagation of the network of hydrogen bonds that is essential for the formation of an extended beta-sheet fibril.     

Expression of antisense to integrin subunit beta 3 inhibits microvascular endothelial cell capillary tube formation in fibrin

alpha(v)beta(3) antagonists are potent angiogenesis inhibitors, and several different classes of inhibitors have been developed, including monoclonal antibodies, synthetic peptides, and small organic molecules. However, each class of inhibitor works by the same principal, by blocking the binding of ligands to alpha(v)beta(3). In an effort to develop an alpha(v)beta(3) inhibitor that down-regulates the actual level of alpha(v)beta(3), we developed an antisense strategy to inhibit alpha(v)beta(3) expression in vitro. beta(3) antisense expressed in endothelial cells specifically down-regulated alpha(v)beta(3) and inhibited capillary tube formation, with the extent of down-regulation correlating with the extent of tube formation inhibition. This inhibition was matrix-specific, since tube formation was not inhibited in Matrigel. These findings support the notion that alpha(v)beta(3) is required for an essential step of angiogenesis in fibrin, namely capillary tube formation. These results suggest that pseudogenetic inhibition of beta(3) integrins using antisense techniques may ultimately provide a therapeutic means to inhibit angiogenesis in vivo.     

"De novo" design of peptides with specific lipid-binding properties

In this study, we describe an in silico method to design peptides that can be made of non-natural amino acids and elicit specific membrane-interacting properties. The originality of the method holds in the capacities developed to design peptides from any non-natural amino acids as easily as from natural ones, and to test the structure stability by an angular dynamics rather than the currently-used molecular dynamics. The goal of this study was to design a non-natural tilted peptide. Tilted peptides are short protein fragments able to destabilize lipid membranes and characterized by an asymmetric distribution of hydrophobic residues along their helix structure axis. The method is based on the random generation of peptides and their selection on three main criteria: mean hydrophobicity and the presence of at least one polar residue; tilted insertion at the level of the acyl chains of lipids of a membrane; and conformational stability in that hydrophobic phase. From 10,000,000 randomly-generated peptides, four met all the criteria. One was synthesized and tested for its lipid-destabilizing properties. Biophysical assays showed that the "de novo" peptide made of non-natural amino acids is helical either in solution or into lipids as tested by Fourier transform infrared spectroscopy and is able to induce liposome fusion. These results are in agreement with the calculations and validate the theoretical approach.     

Design of inhibitors for human tissue kallikrein using non-natural aromatic and basic amino acids

We explored the unique substrate specificity of the primary S, subsite of human urinary kallikrein (hK1), which accepts both Phe or Arg synthesizing and assaying peptides derived from Phenylacetyl-Phe-Ser-Arg-EDDnp, a previously described inhibitor with analgesic and anti-inflammatory activities [Emim et al., Br. J. Pharmacol. 130 (2000), 1099-1107]. Phe was substituted by amino acids containing larger aliphatic or aromatic side chains as well as by non-natural basic amino acids, which were designed to combine a large hydrophobic and/or aromatic group with a positively-charged group at their side chains. In general, all peptides with basic amino acids represented better inhibitors than those with hydrophobic amino acids. Furthermore, the S1 subsite specificity proved to be much more selective than the mere distinction between Phe and Arg, for minor differences in the side chains of the non-natural amino acids resulted in major differences in the Ki values. Finally, we present a series of peptides that were assayed as competitive inhibitors for human tissue kallikrein that may lead to the development of novel peptides, which are both more potent and selective.     

Inhibition of herpes simplex virus type 1 DNA polymerase activity by peptides from the UL42 accessory protein is largely nonspecific.

To identify regions in the UL42 protein of herpes simplex virus type 1 which affect viral DNA polymerase activity, a series of 96 overlapping pentadecapeptides spanning the entire 488 amino acids of the UL42 protein were synthesized and tested for their ability to inhibit polymerase activity on a primed single-stranded M13 DNA template. Two assays were used: formation of full-length double-stranded M13 molecules and rate of incorporation of deoxyribonucleoside triphosphates. Peptides from five noncontiguous regions of the UL42 protein were found to inhibit herpes simplex virus type 1 polymerase activity in both the presence and absence of UL42 protein. The most active peptides from each region correspond to amino acids 23 to 38 (peptide 6), 64 to 78 (peptide 14), 89 to 102 (peptide 19), 229 to 243 (peptide 47), and 279 to 293 (peptide 57). By two different methods (DNA mobility shift and DNA precipitation), peptides 14, 19, 47, and 57 were found to bind DNA; they most probably inhibit enzyme activity by this mechanism. Peptide 6 did not bind DNA and must act by some mechanism other than competing for DNA. The inhibitory peptides were also tested for activity against mammalian polymerase alpha and the Klenow fragment of Escherichia coli polymerase. Although some limited specificity was demonstrated (up to 10-fold for peptide 6), all the peptides showed significant activity against both polymerase alpha and E. coli polymerase.     

Thrombin inhibition by cyclic peptides from thrombomodulin.

Peptides corresponding to the loop regions of the fourth, fifth, and sixth epidermal growth factor (EGF)-like domains of thrombomodulin (TM) have been synthesized and assayed for thrombin inhibition, as indicated by both inhibition of thrombin-mediated fibrinogen clotting and inhibition of the association of thrombin with TM that results in protein C activation. Peptides from the fifth EGF-like domain showed significant inhibition of fibrinogen clotting and protein C activation, whereas peptides from the fourth and sixth EGF-like domains were weak inhibitors in both assays. Two structural features were important for inhibitory potency of the peptides from the fifth EGF-like domain: cyclization by a disulfide bond and attachment of the "tail" amino acids C-terminal to the disulfide loop. Linear control peptides did not significantly inhibit clotting or protein C activation. The C-terminal loop alone, the "tail" peptide, or a mixture of the two were at least 10-fold less potent inhibitors of clotting or protein C activation. A more constrained peptide analog was designed by deletion of an isoleucine within the C5-C6 disulfide loop, TM52-1 + 5C. This analog was a better inhibitor in both assay systems, having a Ki for protein C activation of 26 microM.     

Retinal cyclic-GMP phosphodiesterase gamma-subunit: use of mutant synthetic peptides to define function.

Previously, we have domain-mapped the 87 amino acid PDE gamma inhibitory subunit of the retinal phosphodiesterase (PDE) alpha beta gamma 2 complex using synthetic peptides (1). The PDE gamma subunit has a binding domain for transducin-alpha (T alpha) and for PDE alpha/beta within residues #24-45. An inhibitory region for PDE alpha/beta is within residues #80-87. In order to establish the role of individual amino acids in the function of the PDE gamma inhibitory subunit, mutants were synthesized and utilized in PDE inhibition assays. The following mutants exhibited a decreased ability to inhibit PDE alpha/beta: Tyr84----Gly; Arg24----Gly; and Arg33----Pro. Sequence comparisons with cone PDE gamma indicate that there is identity within these functional regions.     

Inhibition of proteases with enkephalin-analogue inhibitors.

N-peptidyl-O-acyl hydroxylamines have proven to be effective and selective mechanism-based inhibitors of serine and cysteine proteases as demonstrated using enzymes with specificities for hydrophobic amino acids at the cleavage site. Here, we report for the first time the inhibition of proteases able to accommodate cationic amino acid side chains in their binding pockets using compounds of this inhibitor class. Trypsin and papain are inactivated by enkephalin-analogue diacyl hydroxylamines in a time-dependent and irreversible manner exhibiting second-order rate constants in the range of 100-1000 M-1.s-1. In contrast, human cerebrospinal fluid dynorphin-converting enzyme (hCSFDCE) is inhibited only moderately by these inhibitors. Mechanistic implications have been derived.     

Computer-aided design of a catalyst for Edman degradation utilizing substrate-assisted catalysis

Molecular biology has been revolutionized by the miniaturization and parallelization of DNA sequencing assays previously performed on bulk samples. Many of these technologies rely on biomolecular reagents to facilitate detection, synthesis, or labeling of samples. To aid in the construction of analogous experimental approaches for proteins and peptides, we have used computer-aided design to engineer an enzyme capable of catalyzing the cleavage step of the Edman degradation. We exploit the similarity between the sulfur nucleophile on the Edman reagent and the catalytic cysteine in a naturally occurring protease to adopt a substrate-assisted mechanism for achieving controlled, step-wise removal of N-terminal amino acids. The ability to expose amino acids iteratively at the N-terminus of peptides is a central requirement for protein sequencing techniques that utilize processive degradation of the peptide chain. While this can be easily accomplished using the chemical Edman degradation, achieving this activity enzymatically in aqueous solution removes the requirement for harsh acid catalysis, improving compatibility with low adsorption detection surfaces, such as those used in single molecule assays.     

A peptidase activity exhibited by human serum pseudocholinesterase

The identity of a peptidase activity with human serum pseudocholinesterase (PsChE) purified to apparent homogeneity was demonstrated by co-elution of both peptidase and PsChE activities from procainamide-Sepharose and concanavalin-A--Sepharose affinity chromatographic columns; comigration on polyacrylamide gel electrophoresis; co-elution on Sephadex G-200 gel filtration and coprecipitation at different dilutions of an antibody raised against purified PsChE. The purified enzyme showed a single protein band on gel electrophoresis under non-denaturing conditions. SDS gel electrophoresis under reducing conditions, followed by silver staining, also gave a single protein band (Mr approximately equal to 90,000). Peptidase activity using different peptides showed the release of C-terminal amino acids. Blocking the carboxy terminal by an amide or ester group did not prevent the hydrolysis of peptides. There was no evidence for release of N-terminal amino acids. Potent anionic or esterase site inhibitors of PsChE, such as eserine sulphate, neostigmine, procainamide, ethopropazine, imipramine, diisopropylfluorophosphate, tetra-isopropylpyrophosphoramide and phenyl boronic acid, did not inhibit the peptidase activity. An anionic site inhibitor (neostigmine or eserine) in combination with an esterase site inhibitor (diisopropylfluorophosphate) also did not inhibit the peptidase. However, the choline esters (acetylcholine, butyrylcholine, propionylcholine, benzoylcholine and succinylcholine) markedly inhibited the peptidase activity in parallel to PsChE. Choline alone or in combination with acetate, butyrate, propionate, benzoate or succinate did not significantly inhibit the peptidase activity. It appeared that inhibitor compounds which bind to both the anionic and esteratic sites simultaneously (like the substrate analogues choline esters) could inhibit the peptidase activity possibly through conformational changes affecting a peptidase domain.