An active insect kinin analog with 4-aminopyroglutamate, a novel cis-peptide bond, type VI beta-turn motif

The insect kinins are potent diuretic peptides that preferentially form a cis-Pro, type VI beta-turn. An insect kinin analog containing (2S,4S)-4-aminopyroglutamate, a novel cis-peptide bond, type VI beta-turn motif, demonstrates significant activity in the physiological range in a cricket diuretic assay. This is the first instance of a 4-aminopyroglutamate analog of a peptide with a preference for a type VI turn that demonstrates significant bioactivity. The results provide further confirmatory evidence for the active conformation of the insect kinins, and a new scaffold with which to design biostable, peptidomimetic analogs capable of disrupting critical insect kinin-regulated processes in insects.     

NMR studies of carbohydrates and carbohydrate-mimetic peptides recognized by an anti-group B Streptococcus antibody

As part of a program to investigate the origins of peptide-carbohydrate mimicry, the conformational preferences of peptides that mimic the group B streptococcal type III capsular polysaccharide have been investigated by NMR spectroscopy. Detailed studies of a dodecapeptide, FDTGAFDPDWPA, a molecular mimic of the polysaccharide antigen, and two new analogs, indicated a propensity for beta-turn formation. Different beta-turn types were found to be present in the trans and cis (Trp-10-Pro-11) isomers of the peptide: the trans isomer favored a type I beta-turn from residues Asp-7-Trp-10, whereas the cis isomer exhibited a type VI beta-turn from residues Asp-9-Ala-12. The interaction of the dodecapeptide FDTGAFDPDWPA with a protective anti-group B Streptococcus monoclonal antibody has also been investigated, by transferred nuclear Overhauser effect NMR spectroscopy and saturation-transfer difference NMR spectroscopy (STD-NMR). The peptide was found to adopt a type I beta-turn conformation on binding to the antibody; the peptide residues (Asp-7-Trp-10) forming this turn are recognized by the antibody, as demonstrated by STD-NMR experiments. STD-NMR studies of the interactions of oligosaccharide fragments of the capsular polysaccharide have also been performed and provide evidence for the existence of a conformational epitope.     

Specificity of the VP1 GH loop of Foot-and-Mouth Disease virus for alphav integrins

Foot-and-mouth disease virus (FMDV) can use a number of integrins as receptors to initiate infection. Attachment to the integrin is mediated by a highly conserved arginine-glycine-aspartic acid (RGD) tripeptide located on the GH loop of VP1. Other residues of this loop are also conserved and may contribute to integrin binding. In this study we have used a 17-mer peptide, whose sequence corresponds to the GH loop of VP1 of type O FMDV, as a competitor of integrin-mediated virus binding and infection. Alanine substitution through this peptide identified the leucines at the first and fourth positions following RGD (RGD+1 and RGD+4 sites) as key for inhibition of virus binding and infection mediated by alphavbeta6 or alphavbeta8 but not for inhibition of virus binding to alphavbeta3. We also show that FMDV peptides containing either methionine or arginine at the RGD+1 site, which reflects the natural sequence variation seen across the FMDV serotypes, are effective inhibitors for alphavbeta6. In contrast, although RGDM-containing peptides were effective for alphavbeta8, RGDR-containing peptides were not. These observations were confirmed by showing that a virus containing an RGDR motif uses alphavbeta8 less efficiently than alphavbeta6 as a receptor for infection. Finally, evidence is presented that shows alphavbeta3 to be a poor receptor for infection by type O FMDV. Taken together, our data suggest that the integrin binding loop of FMDV has most likely evolved for binding to alphavbeta6 with a higher affinity than to alphavbeta3 and alphavbeta8.     

Configurationally driven folding of model tetrapeptides containing L- or D-morpholine-3-carboxylic acids as beta-turn nucleators

The conformational analysis by NMR, IR, and molecular modeling of tetrapeptides containing morpholine-3-carboxylic acid (Mor) as a proline surrogate is presented. The relationship between the chirality of the cyclic amino acid at position i+1 and the turn propensity is maintained with respect to the reference proline-containing peptides, although marked differences in the type of folded structures were observed. The conformational profile of morpholine-containing turn peptides as a function of the chirality of the cyclic amino acid indicated that the heterochiral tetrapeptide containing the D-isomer of the cyclic amino acid is more prone to nucleate compact folded structures, although with no resemblance to the beta-turn structures of D-proline-containing peptides. Also, the solvation system proved to influence the organization of folded structures, as in the more interactive CD(3)CN the model peptides showed more compact conformations. The L-Mor-containing peptide displayed two rotamers at the Val-Mor amide bond. The trans isomer did not experience any turn structures, nor any intramolecular hydrogen-bonds, whereas the cis isomer showed a strong preference for a type VI beta-turn structure, thus providing a different conformational asset with respect to the beta-turn structure as reported for the reference L-proline model peptide.     

alphavbeta5 integrin sustains growth of human pre-B cells through an RGD-independent interaction with a basic domain of the CD23 protein

CD23 is a type II transmembrane glycoprotein synthesized by hematopoietic cells that has biological activity in both membrane-bound and freely soluble forms, acting via a number of receptors, including integrins. We demonstrate here that soluble CD23 (sCD23) sustains growth of human B cell precursors via an RGD-independent interaction with the alphavbeta5 integrin. The integrin recognizes a tripeptide motif in a small disulfide-bonded loop at the N terminus of the lectin head region of CD23, centered around Arg(172), Lys(173), and Cys(174) (RKC). This RKC motif is present in all forms of sCD23 with cytokine-like activity, and cytokine activity is independent of the lectin head, an "inverse RGD" motif, and the CD21 and IgE binding sites. RKC-containing peptides derived from this region of CD23 bind alphavbeta5 and are biologically active. The binding and activity of these peptides is unaffected by inclusion of a short peptide containing the classic RGD sequence recognized by integrins, and, in far-Western analyses, RKC-containing peptides bind to the beta subunit of the alphavbeta5 integrin. The interaction between alphavbeta5 and sCD23 indicates that integrins deliver to cells important signals initiated by soluble ligands without the requirement for interactions with RGD motifs in their common ligands. This mode of integrin signaling may not be restricted to alphavbeta5.     

Template-constrained cyclic peptide analogues of somatostatin: subtype-selective binding to somatostatin receptors and antiangiogenic activity

Beta-turns are a common secondary structure motif found in proteins that play a role in protein folding and stability and participate in molecular recognition interactions. Somatostatin, a peptide hormone possessing a variety of therapeutically-interesting biological activities, contains a beta-turn in its bioactive conformation. The beta-turn and biological activities of somatostatin have been succesfully mimicked in cyclic hexapeptide analogues. Two novel, structured, non-peptidic molecules were developed that are capable of holding the bioactive tetrapeptide sequence of somatostatin analogues in a beta-turn conformation, as measured by somatostatin receptor (SSTR) binding. Template-constrained cyclic peptides in which the ends of the -Tyr-D-Trp-Lys-Val-tetrapeptide were linked by scaffolds based on either an N,N'-dimethyl-N,N'-diphenylurea or a substituted biphenyl system (DJS631 and DJS811, respectively), bound selectively to mouse SSTR2B and rat and human SSTR5 with affinities as high as 1 nM. DJS811, at a dose of 3 mg/kg/day, was shown in a mouse Matrigel model to inhibit angiogenesis to a level of 79%. The development of structured turn scaffolds allows beta-turn sequences to be contained in the context of a compact structure, with less peptidic nature and potentially greater bioavailability than cyclic hexapeptides. These systems can be used to study the determinants of beta-turn formation, as well as to probe the importance of turn sequences occurring in molecular recognition interactions. The antiangiogenic activity of DJS811 suggests that it may have antitumor activity as well. In addition, because SSTR2 is overexpressed on many types of tumors, DJS631 and DJS811 may be useful in the development of agents for tumor imaging or the radiotherapy of cancer.     

Structural analysis of fertilin(beta) cyclic peptide mimics that are ligands for alpha6beta1 integrin.

The NMR structural analysis of two fertilin(beta) mimics cyclo(EC2DC1)YNH2, 1, and cyclo(D2EC2D1C1)YNH2, 2 is described. Both of these mimics are moderate inhibitors of sperm-egg binding with IC50 values of 500 microm in a mouse in vitro fertilization assay. For peptide 1, the optimized conformations that best match the NMR data have a pseudo-type II' beta-turn with the linker and Glu at the i+1 and i+2 positions, respectively. The EC2D1C1 sequence is in a nonclassical (type IV) beta-turn. For peptide 2, the conformation that best matches the NMR data has two turns: a pseudo-type II' beta-turn in the D2EC2D1 sequence followed by a nonclassical beta-turn in the EC2D1C1 sequence. The Cbeta-Cbeta distance between E and D1 in peptide 1 is 9.1 A, in peptide 2, it is 7.7 A. Thus, one possibility for the high IC50 values of these cyclic peptides is that the acidic residues are not constrained to a sufficiently tight turn, and thus much entropy must still be lost upon binding to the alpha6beta1 integrin. This explains why the cyclic peptides are the same as linear peptides at inhibiting sperm-egg binding.     

Conformational requirement for lysine hydroxylation in collagen. Structural studies on synthetic peptide substrates of lysyl hydroxylase.

An attempt has been made to understand the conformational determinants that govern the hydroxylation of selected lysyl residues in the nascent collagen molecule by lysyl hydroxylase (EC 1.14.11.4). A series of peptide substrates of the enzyme, ranging in length from 3 to 12 residues, were synthesized. These included: tert-butyloxylcarbonyl (t-Boc)-Ile-Lys-Gly; Boc-Ala-Lys-Gly; N-acetyl-Ala-Lys-Gly-Ser; Hyp-Gly-Pro-Lys-Gly-Glu; Leu-Hyp-Gly-Ala-Lys-Gly-Glu; Gly-Phe-Hyp-Gly-Leu-Hyp-Gly-Ala-Lys-Gly-Glu; (Hyp-Gly-Pro-Lys-Gly-Glu)2; and Ala-Arg-Gly-Ile-Lys-Gly-Ile-Arg-Gly-Phe-Ser-Gly. The conformational features of these peptides were studied by spectroscopic methods so as to relate this information with the kinetic parameters for the interaction of these peptides with purified lysyl hydroxylase. Spectroscopic data, supported by conformational energy calculations, indicated that the tripeptides t-Boc-Ile-Lys-Gly and t-Boc-Ala-Lys-Gly adopt a gamma-turn structure in water and trifluoroethanol with Lys in the second position of the turn. In the tetra- and larger peptides two structures, the beta-turn and a polyproline-II (PP-II) type extended conformation, were identified. The proportions of these two structures in a given peptide depended on the polarity of the solvent. All of the peptides were hydroxylated by lysyl hydroxylase isolated from chicken embryos. In contrast, a control peptide, t-Boc-Ala-Gly-Lys which adopted a beta-turn with Lys at the end of the turn, was not hydroxylated. Competitive inhibition of the hydroxylation of protocollagen by some of the peptides showed a common binding site for these substrates in the enzyme's active site. Kinetic data on the peptides indicated improved hydroxylation rate (higher Vmax) in peptides having relatively higher beta-turn content and improved binding (lower Km) in peptides with higher content of the PP-II structure. The efficacy of the substrate was also governed by its chain length. These data suggest that the conformational criterion for lysine hydroxylation in collagen-related peptides is the presence of a "bent" structure, such as the gamma- or beta-turn at the catalytic site of lysyl hydroxylase and an "extended" PP-II type structure at the binding site(s) of the enzyme's active site. This suggestion also provides a conformational rationale for earlier observations on the substrate specificity of lysyl hydroxylase.     

Rapid synthesis of RGD mimetics with isoxazoline scaffolds on solid phase: identification of alphavbeta3 antagonists lead compounds

Isoxazoline containing RGD mimetics were rapidly synthesized on a solid phase to optimize linkers, regioisomers of isoxazoline scaffolds, and exosite binding groups to yield lead alphavbeta3 antagonists.     

Design, structure and biological activity of beta-turn peptides of CD2 protein for inhibition of T-cell adhesion.

The interaction between cell-adhesion molecules CD2 and CD58 is critical for an immune response. Modulation or inhibition of these interactions has been shown to be therapeutically useful. Synthetic 12-mer linear and cyclic peptides, and cyclic hexapeptides based on rat CD2 protein, were designed to modulate CD2-CD58 interaction. The synthetic peptides effectively blocked the interaction between CD2-CD58 proteins as demonstrated by antibody binding, E-rosetting and heterotypic adhesion assays. NMR and molecular modeling studies indicated that the synthetic cyclic peptides exhibit beta-turn structure in solution and closely mimic the beta-turn structure of the surface epitopes of the CD2 protein. Docking studies of CD2 peptides and CD58 protein revealed the possible binding sites of the cyclic peptides on CD58 protein. The designed cyclic peptides with beta-turn structure have the ability to modulate the CD2-CD58 interaction.     

Impact of cis-proline analogs on peptide conformation

The beta-turn is a common motif in both proteins and peptides and often a recognition site in protein interactions. A beta-turn of four sequential residues reverses the direction of the peptide chain and is classified by the phi and psi backbone torsional angles of residues i + 1 and i + 2. The type VI turn usually contains a proline with a cis-amide bond at residue i + 2. Cis-proline analogs that constrain the peptide to adopt a type VI turn led to peptidomimetics with enhanced activity or metabolic stability. To compare the impact of different analogs on amide cis-trans isomerism and peptide conformation, the conformational preference for the cis-amide bond and the type VI turn was investigated at the MP2/6-31+G** level of theory in water (polarizable continuum water model). Analogs stabilize the cis-amide conformations through different mechanisms: (1) 5-alkylproline, with bulky hydrocarbon substituent on the C(delta) of proline, increases the cis-amide population through steric hindrance between the alkyl substituent and the N-terminal residues; (2) oxaproline or thioproline, the oxazolidine- or thiazolidine-derived proline analog, favors interactions between the dipole of the heterocyclic ring and the preceding carbonyl oxygen; and (3) azaproline, containing a nitrogen atom in place of the C(alpha) of proline, prefers the cis-amide bond by lone-pair repulsion between the alpha-nitrogen and the preceding carbonyl oxygen. Preference for the cis conformation was augmented by combining different modifications within a single proline. Azaproline and its derivatives are most effective in stabilizing cis-amide bonds without introducing additional steric bulk to compromise receptor interactions.     

Structure characterization of the central repetitive domain of high molecular weight gluten proteins. I. Model studies using cyclic and linear peptides.

The high molecular weight (HMW) proteins from wheat contain a repetitive domain that forms 60-80% of their sequence. The consensus peptides PGQGQQ and GYYPTSPQQ form more than 90% of the domain; both are predicted to adopt beta-turn structure. This paper describes the structural characterization of these consensus peptides and forms the basis for the structural characterization of the repetitive HMW domain, described in the companion paper. The cyclic peptides cyclo-[PGQGQQPGQGQQ] (peptide 1), cyclo-[GYYPTSPQQGA] (peptide 2), and cyclo-[PGQGQQGYYPTSPQQ] (peptide 3) were prepared using a novel synthesis route. In addition, the linear peptides (PGQGQQ)n (n = 1, 3, 5) were prepared. CD, FTIR, and NMR data demonstrated a type II beta-turn structure at QPGQ in the cyclic peptide 1 that was also observed in the linear peptides 9PGQGQQ)n. A type I beta-turn was observed at YPTS and SPQQ in peptides 2 and 3, with additional beta-turns of either type I or II at GAGY (peptide 2) and QQGY (peptide 3). The proline in YPTS showed considerable cis/trans isomerization, with up to 50% of the population in the cis-conformation; the other prolines were more than 90% in the trans conformation. The conversion from trans to cis destroys the type I beta-turn at YPTS, but leads to an increase in turn character at SPQQ and GAGY (peptide 2) or QQGY (peptide 3).     

Integrin alphavbeta8 functions as a receptor for foot-and-mouth disease virus: role of the beta-chain cytodomain in integrin-mediated infection

Field isolates of foot-and-mouth disease virus (FMDV) have been shown to use three alphav integrins, alphavbeta1, alphavbeta3, and alphavbeta6, as cellular receptors. Binding to the integrin is mediated by a highly conserved RGD motif located on a surface-exposed loop of VP1. The RGD tripeptide is recognized by several other members of the integrin family, which therefore have the potential to act as receptors for FMDV. Here we show that SW480 cells are made susceptible to FMDV following transfection with human beta8 cDNA and expression of alphavbeta8 at the cell surface. The involvement of alphavbeta8 in infection was confirmed by showing that virus binding and infection of the transfected cells are inhibited by RGD-containing peptides and by function-blocking monoclonal antibodies specific for either the alphavbeta8 heterodimer or the alphav chain. Similar results were obtained with a chimeric alphavbeta8 including the beta6 cytodomain (alphavbeta8/6), showing that the beta6 cytodomain can substitute efficiently for the corresponding region of beta8. In contrast, virus binding to alphavbeta6 including the beta8 cytodomain (alphavbeta6/8) was lower than that of the wild-type integrin, and this binding did not lead to infection. Further, the alphavbeta6 chimera was recognized poorly by antibodies specific for the ectodomain of alphavbeta6 and displayed a relaxed sequence-binding specificity relative to that of wild-type integrin. These data suggest that the beta6 cytodomain is important for maintaining alphavbeta6 in a conformation required for productive infection by FMDV.     

Designed beta-hairpin peptides with defined tight turn stereochemistry

The conformational analysis of two synthetic octapeptides, Boc-Leu-Val-Val-D-Pro-L-Ala-Leu-Val-Val-OMe (1) and Boc-Leu-Val-Val-D-Pro-D-Ala-Leu-Val-Val-OMe (2) has been carried out in order to investigate the effect of beta-turn stereochemistry on designed beta-hairpin structures. Five hundred megahertz (1)H NMR studies establish that both peptides 1 and 2 adopt predominantly beta-hairpin conformations in methanol solution. Specific nuclear Overhauser effects provide evidence for a type II' beta-turn conformation for the D-Pro-L-Ala segment in 1, while the NMR data suggest that the type I' D-Pro-D-Ala beta-turn conformation predominates in peptide 2. Evidence for a minor conformation in peptide 2, in slow exchange on the NMR time scale, is also presented. Interstrand registry is demonstrated in both peptides 1 and 2. The crystal structure of 1 reveals two independent molecules in the crystallographic asymmetric unit, both of which adopt beta-hairpin conformations nucleated by D-Pro-L-Ala type II' beta-turns and are stabilized by three cross-strand hydrogen bonds. CD spectra for peptides 1 and 2 show marked differences, presumably as a consequence of the superposition of spectral bands arising from both beta-turn and beta-strand conformations.     

Structures of phage-display peptides that bind to the malarial surface protein,apical membrane antigen 1, and block erythrocyte invasion

Apical membrane antigen 1 (AMA1) of the human malaria parasite Plasmodium falciparum is synthesized by schizont stage parasites and has been implicated in merozoite invasion of host erythrocytes. Phage-display techniques have recently been used to identify two 15-residue peptides, F1 and F2, which bind specifically to P. falciparum AMA1 and inhibit parasite invasion of erythrocytes [Li, F., et al. (2002) J. Biol. Chem. 277, 50303-50310]. We have synthesized F1, F2, and three peptides with high levels of sequence identity, determined their relative binding affinities for P. falciparum AMA1 with a competition ELISA, and investigated their solution structures by NMR spectroscopy. The strongest binding peptide, F1, contains a beta-turn that includes residues identified via an alanine scan as being critical for binding to AMA1 and inhibition of merozoite invasion of erythrocytes. The three F1 analogues include a 10-residue analogue of F1 truncated at the C-terminus (tF1), a partially scrambled 15-mer (sF1), and a disulfide-constrained 14-mer (F1tbp) which is related to F1 but has a sequence identical to that of a disulfide-constrained loop in the first epidermal growth factor module of the latent transforming growth factor-beta binding protein. tF1 and F1tbp bound competitively with F1 to AMA1, and all three contain a type I beta-turn encompassing key residues involved in F1 binding. In contrast, sF1 lacked this structural motif, and did not compete for binding to AMA1 with F1; rather, sF1 contained a type III beta-turn involving a different part of the sequence. Although F2 was able to bind to AMA1, it was unstructured in solution, consistent with its weak invasion inhibitory effects. Thus, the secondary structure elements observed for these peptides in solution correlate well with their potency in binding to AMA1 and inhibiting merozoite invasion. The structures provide a valuable starting point for the development of peptidomimetics as antimalarial antagonists directed at AMA1.     

Expression of soluble, recombinant alphavbeta3 integrin fragments in Escherichia coli

No prokaryotic expression of integrin alphavbeta3 has been reported so far. We report here the expression of C-terminally truncated alphavbeta3 receptors in E. coli considering the known features required for dimerization and ligand binding. The expressed protein was insoluble despite of the addition of 'solubilizers' to the culture medium. Osmotic stress conditions combined with added exogenous solutes resulted in a small part of soluble receptor. The alphavbeta3 variants were purified from inclusion bodies or from soluble cytoplasmic maltose binding protein fusions. Heterodimerization of the subunits was proved by immunoprecipitation assays. Receptor-ligand binding was found to depend on the concentration. A competition assay with RGD peptides referred to unspecific receptor-ligand interaction. The latter fact was consistent with the finding that soluble receptors did not bind on RGD peptide-coupled sepharose (GRGDSPK sepharose).     

Solution structure of the amino acid sequence coded by the rarely expressed exon 26A of human elastin: the N-terminal region.

We previously reported the structural and biological properties of the C-terminal sequence (REGDPSSSQHLPSTPSSPRV) coded by the rarely expressed exon 26A of human elastin. It assumes a stable type II beta-turn structure spanning the REGD sequence and possesses chemotactic and immunological properties. Here the structural characterization of the sequence coded by this exon was completed. Nuclear magnetic resonance and circular dichroism studies on the N-terminal amino acid sequence (GADEGVRRSLSPELREGD) showed the presence of an alpha-helix within VRRSL and a type II beta-turn within SPEL. The smaller peptides GADEGVRRSLSP and LSPELREGD revealed structural features similar to those identified in the parent peptide. No beta-turn was found in the REGD sequence of these peptides and no chemotactic activity was detected, thereby demonstrating that this biological activity is conformation dependent. Structural studies on additional peptides such as LREGD, ELREGD and LSPELREGDPSS showed that the presence of a Glu residue two positions before the Arg residue inhibits the beta-turn formation in the REGD sequence.     

Beta-turn Phe in HIV-1 Env binding site of CD4 and CD4 mimetic miniprotein enhances Env binding affinity but is not required for activation of co-receptor/17b site

HIV-1 enters a host cell after an initial interaction between viral envelope glycoprotein gp120 and cell surface receptor CD4, followed by a second interaction between gp120 and a cell surface chemokine receptor. CD4 residue Phe43 makes a significant contribution to the high-affinity interaction between CD4 and env. We and others have used scorpion toxin scaffolds to display and examine CD4 epitopes used for gp120 recognition. These peptides, which have a beta-turn Phe that acts as a Phe43 surrogate, compete with CD4 for gp120 binding and enhance the binding of gp120 to 17b, an antibody that binds near the co-receptor-binding site. In the current study, a scyllatoxin-scaffolded peptide, identified via phage epitope randomization and lacking a beta-turn Phe (indeed, containing no aromatic residues), was shown to behave in a distinctly CD4-like manner. This peptide, denoted [20EGLV23]ST, not only competed with CD4 for gp120 binding, but also enhanced the binding of gp120 to 17b. Quantitatively, an [20EGLV23]ST-gp120 complex exhibited the same 17b binding on-rate as a complex of gp120 with [20AGSF23]ST, a scyllatoxin-based CD4 mimetic peptide containing a beta-turn Phe. In view of this result, we examined the role of Phe43 in CD4 itself by comparing F43V D1D2 sCD4 versus D1D2 sCD4. Like the peptides, a close similarity was observed for both Phe43 and Phe43-less D1D2 sCD4s in enhancing gp120 binding to 17b. Further, when examined for their ability to enhance binding of gp120 to CCR5+ cells, [20EGLV23]ST and [20AGSF23]ST were found to have the same efficacy, after correcting for the difference in their gp120 affinities. These results show that, although Phe43 is important in maintaining high affinity in gp120 ligands, the aromatic residue is not necessary for triggering the conformational isomerization in gp120 that results in formation or exposure of the binding sites for the 17b antibody and the CCR5 receptor.     

Support vector machines for the classification and prediction of beta-turn types.

The support vector machines (SVMs) method is proposed because it can reflect the sequence-coupling effect for a tetrapeptide in not only a beta-turn or non-beta-turn, but also in different types of beta-turn. The results of the model for 6022 tetrapeptides indicate that the rates of self-consistency for beta-turn types I, I', II, II', VI and VIII and non-beta-turns are 99.92%, 96.8%, 98.02%, 97.75%, 100%, 97.19% and 100%, respectively. Using these training data, the rate of correct prediction by the SVMs for a given protein: rubredoxin (54 residues. 51 tetrapeptides) which includes 12 beta-turn type I tetrapeptides, 1 beta-turn type II tetrapeptide and 38 non-beta-turns reached 82.4%. The high quality of prediction of the SVMs implies that the formation of different beta-turn types or non-beta-turns is considerably correlated with the sequence of a tetrapeptide. The SVMs can save CPU time and avoid the overfitting problem compared with the neural network method.     

Synthesis, SAR and in vitro evaluation of new cyclic Arg-Gly-Asp pseudopentapeptides containing a s-cis peptide bond as integrin alphavbeta3 and alphavbeta5 ligands

The solid-phase synthesis of two diastereomeric cyclic pseudopeptides containing the Arg-Gly-Asp sequence and the dipeptide isostere 2-amino-3-oxotetrahydro-1H-pyrrolizine-7a(5H)-carboxylic acid (GPTM) is described. Competition binding assays to purified alphavbeta3 and alphavbeta5 integrins with respect to [125I]echistatin showed a high inhibitory activity for the (2S,7aS)-GPTM derivative. Effects of the structural constraint induced by the two enantiomeric scaffolds (2R,7aR)-GPTM and (2S,7aS)-GPTM on the conformation of Arg-Gly-Asp sequence have been computationally investigated using as a reference the recently solved X-ray structure of cyclo(Arg-Gly-Asp-d-Phe-[N-Me]Val) in complex with the extracellular fragment of the alphavbeta3 receptor. The computational method disclosed the key role played by a bridging water molecule on differentiating the two ligands by a diverse stabilization of the ligand-protein complex.