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Automatic sequence design of major histocompatibility complex class I binding peptides impairing CD8+ T cell recognition.

An automatic protein design procedure was used to compute amino acid sequences of peptides likely to bind the HLA-A2 major histocompatibility complex (MHC) class I allele. The only information used by the procedure are a structural template, a rotamer library, and a well established classical empirical force field. The calculations are performed on six different templates from x-ray structures of HLA-A0201-peptide complexes. Each template consists of the bound peptide backbone and the full atomic coordinates of the MHC protein. Sequences within 2 kcal/mol of the minimum energy sequence are computed for each template, and the sequences from all the templates are combined and ranked by their energies. The five lowest energy peptide sequences and five other low energy sequences re-ranked on the basis of their similarity to peptides known to bind the same MHC allele are chemically synthesized and tested for their ability to bind and form stable complexes with the HLA-A2 molecule. The most efficient binders are also tested for inhibition of the T cell receptor recognition of two known CD8(+) T effectors. Results show that all 10 peptides bind the expected MHC protein. The six strongest binders also form stable HLA-A2-peptide complexes, albeit to varying degrees, and three peptides display significant inhibition of CD8(+) T cell recognition. These results are rationalized in light of our knowledge of the three-dimensional structures of the HLA-A2-peptide and HLA-A2-peptide-T cell receptor complexes.

Amino Acid Sequence↗

A predictive method for the evaluation of peptide binding in pocket 1 of HLA-DRB1 via global minimization of energy interactions.

Human leukocyte antigens (HLA) or histocompatibility molecules are glycoproteins that play a pivotal role in the development of an effective immune response. An important function of the HLA molecules is the ability to bind and present antigen peptides to T lymphocytes. Presently there is no comprehensive way of predicting and energetically evaluating peptide binding on HLA molecules. To quantitatively determine the binding specificity of a class II HLA molecule interacting with peptides, a novel decomposition approach based on deterministic global optimization is proposed that takes advantage of the topography of HLA binding grove, and examined the interactions of the bound peptide with the five different pockets. In particular, the main focus of this paper is the study of pocket 1 of HLADR1 (DRB1*0101 allele). The determination of the minimum energy conformation is based on the ECEPP/3 potential energy model that describes the energetics of the atomic interactions. The minimization of the total potential energy is formulated on the set of peptide dihedral angles, Euler angles, and translation variables to describe the relative position. The deterministic global optimization algorithm, alpha BB, which has been shown to be epsilon-convergent to the global minimum potential energy through the solution of a series of nonlinear convex optimization problems, is utilized. The PACK conformational energy model that utilizes the ECEPP/3 model but also allows the consideration of protein chain interactions is interfaced with alpha BB. MSEED, a program used to calculate the solvation contribution via the area accessible to the solvent, is also interfaced with alpha BB. Results are presented for the entire array of naturally occurring amino acids binding to pocket 1 of the HLA DR1 molecule and very good agreement with experimental binding assays is obtained.

Algorithms↗

Peptide binding specificity of HLA-DR4 molecules: correlation with rheumatoid arthritis association.

We have investigated whether sequence 67 to 74 shared by beta chains of rheumatoid arthritis (RA)-associated HLA-DR molecules imparts a specific pattern of peptide binding. The peptide binding specificity of the RA-associated molecules, DRB1*0401, DRB1*0404, and the closely related, RA nonassociated DRB1*0402 was, therefore, determined using designer peptide libraries. The effect of single key residues was tested with site-directed mutants of DRB1*0401. The results have demonstrated striking differences between RA-linked and unlinked DR allotypes in selecting the portion of peptides that interacts with the 67-74 area. Most differences were associated with a single amino acid exchange at position 71 of the DR beta chain, and affected the charge of residues potentially contacting position 71. The observed binding patterns permitted an accurate prediction of natural protein derived peptide sequences that bind selectively to RA-associated DR molecules. Thus, the 67-74 region, in particular position 71, induces changes of binding specificity that correlate with the genetic linkage of RA susceptibility. These findings should facilitate the identification of autoantigenic peptides involved in the pathogenesis of RA.

Amino Acid Sequence↗

Stimulation of Th1-polarizing cytokines, C-C chemokines, maturation of dendritic cells, and adjuvant function by the peptide binding fragment of heat shock protein 70.

The peptide binding C-terminal portion of heat shock protein (HSP)70 (aa 359-610) stimulates human monocytes to produce IL-12, TNF-alpha, NO, and C-C chemokines. The N-terminal, ATPase portion (HSP70(1-358)) failed to stimulate any of these cytokines or chemokines. Both native and the truncated HSP70(359-610) stimulation of chemokine production is mediated by the CD40 costimulatory molecule. Maturation of dendritic cells was induced by stimulation with native HSP70, was not seen with the N-terminal HSP70(1-358), but was enhanced with HSP70(359-610), as demonstrated by up-regulation of CD83, CCR7, CD86, CD80, and HLA class II. In vivo studies in macaques showed that immunization with HSP70(359-610) enhances the production of IL-12 and RANTES. Immunization with peptide-bound HSP70(359-610) in mice induced higher serum IgG2a and IgG3 Abs than the native HSP70-bound peptide. This study suggests that the C-terminal, peptide-binding portion of HSP70 is responsible for stimulating Th1-polarizing cytokines, C-C chemokines, and an adjuvant function.

Adenosine Triphosphatases↗

The effects of deletions in the central helix of calmodulin on enzyme activation and peptide binding.

Using site-directed mutagenesis we have expressed in Escherichia coli three engineered calmodulins (CaM) containing deletions in the solvent-exposed region of the central helix. These are CaM delta 84, Glu-84 removed; CaM delta 83-84, Glu-83 and Glu-84 removed; and CaM delta 81-84, Ser-81 through Glu-84 removed. The abilities of these proteins to activate skeletal muscle myosin light chain kinase, plant NAD kinase, and bovine brain calcineurin activities were determined, as were their abilities to bind a synthetic peptide based on the calmodulin-binding domain of skeletal muscle myosin light chain kinase. Similar results were obtained with all three deletion proteins. Vm values for enzymes activated by the deletion proteins are all within 10-20% of those values obtained with bacterial control calmodulin. Relative to bacterial control values, changes in Kact or Kd values associated with the deletions are all less than an order of magnitude: Kact values for NAD kinase and myosin light chain kinase are increased 5-7-fold, Kd values for binding of the synthetic peptide are increased 4-7-fold, and Kact values for calcineurin are increased only 1-3-fold. In assays of NAD kinase and myosin light chain kinase activation some differences between bovine calmodulin and bacterial control calmodulin were observed. With NAD kinase, Kact values for the bacterial control protein are increased 4-fold relative to values for bovine calmodulin, and Vm values are increased by 50%; with myosin light chain kinase, Kact values are increased 2-fold and Vm values are decreased 10-15% relative to those values obtained with bovine calmodulin. These differences between bacterial control and bovine calmodulins probably can be attributed to known differences in postranslational processing of calmodulin in bacterial and eucaryotic cells. No differences between bovine and control calmodulins were observed in assays of calcineurin activation or peptide binding. Our observations indicate that contacts with the deleted residues, Ser-81 through Glu-84, are not critical in the calmodulin-target complexes we have evaluated. Formation of these calmodulin-target complexes also does not appear to be greatly affected by the global alterations in the structure of calmodulin that are associated with the deletions. In models in which the central helix is maintained in the altered calmodulins, each deleted residue causes the two lobes of calmodulin to be twisted 100 degrees relative to one another and brought 1.5 A closer together.(ABSTRACT TRUNCATED AT 400 WORDS)

Amino Acid Sequence↗

A non-opioid pattern characterizes inhibition of growth hormone releasing peptide binding by dynorphin-related peptides.

GHRP-6 (His-D-Trp-Ala-Trp-D-Phe-LysNH2; SK&F 110679) is a hexapeptide that specifically releases growth hormone. Although derived from methionine enkephalin, 3H-SK&F 110679 binding profiles suggest that it retains little mu or delta opioid activity. In the present study, dynorphin A was a potent inhibitor of SK&F 110679 binding. However, detailed structure-activity studies using dynorphin-related compounds suggest that the interaction between SK&F 110679 and dynorphin was non-opioid in nature. The non-opioid peptide des-Tyr-dynorphin was virtually as potent an inhibitor of 3H-SK&F 110679 binding as the intact dynorphin peptide. Additionally, the non-peptide, kappa selective ligand U-50,488 was a very weak inhibitor of 3H-SK&F 110679 binding. Since dynorphin but not U-50,488 has been reported to release growth hormone, the present results suggest that a non-opioid dynorphin site participates in SK&F 110679's growth hormone releasing action.

Animals↗

The lipid-binding peptide from the plasma membrane Ca2+ pump binds calmodulin, and the primary calmodulin-binding domain interacts with lipid.

Peptide G25 (KKAVKVPKKEKSVLQGKLTRLAVQI) representing the putative lipid-binding region (G region) of the erythrocyte Ca2+ pump was synthesized. This peptide interacted with acidic lipids, as shown by the increase in size of phosphatidylserine liposomes in its presence. This lipid interaction is consistent with the previous evidence suggesting that the portion of the pump from which this peptide was taken is responsible for the activation of the pump by acidic lipid. G25 also bound to calmodulin, as was shown by its cause of a shift in the fluorescence of 5-dimethylamino naphthalene-1-sulfonyl- (dansyl)-calmodulin, and by its competition with Ca2+ pump for calmodulin. Its Kd for dansyl-calmodulin was much higher (0.8 microM) than that of the peptides representing the primary calmodulin-binding region (C region) of the Ca2+ pump. Although the presence of the G region provided the possibility of a second calmodulin-binding site, activation of the pump by calmodulin always could be fitted by simple saturation kinetics. The calmodulin-binding peptide from the C region of the pump, C28R2, also interacted with lipid with even greater effectiveness than G25. When the C region of the pump was saturated with calmodulin, acidic lipid activation of the pump followed simple saturation kinetics. However, when calmodulin was omitted, a higher concentration of lipid was needed for saturation and the kinetics became complex. The data are consistent with the idea that calmodulin activates the pump only by interaction at the C region, but that acidic lipid activates by interaction at both of the C and G regions.

Animals↗

A community resource benchmarking predictions of peptide binding to MHC-I molecules.

Recognition of peptides bound to major histocompatibility complex (MHC) class I molecules by T lymphocytes is an essential part of immune surveillance. Each MHC allele has a characteristic peptide binding preference, which can be captured in prediction algorithms, allowing for the rapid scan of entire pathogen proteomes for peptide likely to bind MHC. Here we make public a large set of 48,828 quantitative peptide-binding affinity measurements relating to 48 different mouse, human, macaque, and chimpanzee MHC class I alleles. We use this data to establish a set of benchmark predictions with one neural network method and two matrix-based prediction methods extensively utilized in our groups. In general, the neural network outperforms the matrix-based predictions mainly due to its ability to generalize even on a small amount of data. We also retrieved predictions from tools publicly available on the internet. While differences in the data used to generate these predictions hamper direct comparisons, we do conclude that tools based on combinatorial peptide libraries perform remarkably well. The transparent prediction evaluation on this dataset provides tool developers with a benchmark for comparison of newly developed prediction methods. In addition, to generate and evaluate our own prediction methods, we have established an easily extensible web-based prediction framework that allows automated side-by-side comparisons of prediction methods implemented by experts. This is an advance over the current practice of tool developers having to generate reference predictions themselves, which can lead to underestimating the performance of prediction methods they are not as familiar with as their own. The overall goal of this effort is to provide a transparent prediction evaluation allowing bioinformaticians to identify promising features of prediction methods and providing guidance to immunologists regarding the reliability of prediction tools.

Animals↗

Rapid isolation of high-affinity protein binding peptides using bacterial display.

A robust bacterial display methodology was developed that allows the rapid isolation of peptides that bind to arbitrarily selected targets with high affinity. To demonstrate the utility of this approach, a large library (5 x 10(10) clones) was constructed composed of random 15-mer peptide insertions constrained within a flexible, surface exposed loop of the Escherichia coli outer membrane protein A (OmpA). The library was screened for binding to five unrelated proteins, including targets previously used in phage display selections: human serum albumin, anti-T7 epitope mAb, human C-reactive protein, HIV-1 GP120 and streptavidin. Two to four rounds of enrichment (2-4 days) were sufficient to enrich peptide ligands having high affinity for each of the target proteins. Strong amino acid consensus sequences were apparent for each of the targets tested, with up to seven consensus residues. Isolated peptide ligands remained functional when expressed as insertional fusions within a monomeric fluorescent protein. This bacterial display methodology provides an efficient process for identifying peptide affinity reagents and should be useful in a variety of molecular recognition applications.

Amino Acid Sequence↗

Pharmacologically distinct vasoactive intestinal peptide binding sites: CNS localization and role in embryonic growth.

In vitro autoradiography with [125I]vasoactive intestinal peptide revealed that the vasoactive intestinal peptide analogue, stearyl-norleucine17 vasoactive intestinal peptide, reported to be inactive at adenylyl cyclase-linked receptors in astrocytes, displaced a subset of vasoactive intestinal peptide binding sites on rat brain sections. These sites were widespread in adult rat brains and enriched in the olfactory bulb and thalamus, and corresponded to previously demonstrated GTP-insensitive vasoactive intestinal peptide binding sites. Stearyl-norleucine17 vasoactive intestinal peptide also identified receptors in rat lung and liver. In the adult brain, the stearyl-norleucine analog displaced only GTP-insensitive vasoactive intestinal peptide binding sites. In contrast, stearyl-norleucine17 vasoactive intestinal peptide-displaceable sites in the embryonic day 9 mouse appeared to include both GTP-sensitive and GTP-insensitive binding sites. This observation suggested the presence of an embryonic vasoactive intestinal peptide receptor with distinct pharmacological properties. Treatment of whole cultured mouse embryos with stearyl-norleucine17 vasoactive intestinal peptide resulted in stimulation of embryonic growth, with the stearyl-norleucine analog equipotent to vasoactive intestinal peptide, but less efficacious at higher concentrations (10(-7) M). Embryonic growth was inhibited by pituitary adenylyl cyclase-activating peptide and 8-bromoadenosine 3',5'-cyclic monophosphate. In addition, 8-bromoadenosine 3',5'-cyclic monophosphate inhibited stearyl-norleucine17 vasoactive intestinal peptide-stimulated growth. The results of the current study support the hypothesis that vasoactive intestinal peptide regulation of early postimplantation embryonic growth occurs, at least in part, independently of adenylyl cyclase stimulation.

8-Bromo Cyclic Adenosine Monophosphate↗

Screening of tumor necrosis factor-alpha-binding peptides by phage display peptide library.

OBJECTIVE: To identify and characterize tumor necrosis factor (TNF)-alpha-binding peptides from c7c phage display peptide library, in an attempt to find short peptides that can be used as antagonist of TNF-alpha. METHODS: The TNF-alpha-binding peptides were screened from c7c phage display peptide library by using rhTNF-alpha as target protein and identified by sandwich ELISA. RESULTS: After 3 rounds of screening, 11 of 23 phage clones were identified as positive clones which can bind to rhTNF-alpha. The amino acid sequence in two of these 11 clones is c-ALWHWWH-c, and that in the others is c-(T/S)WLHWWA-c. CONCLUSION: These phage display peptides are TNFalpha-binding peptides.

Humans↗

Comparative peptide binding studies of the PABC domains from the ubiquitin-protein isopeptide ligase HYD and poly(A)-binding protein. Implications for HYD function.

The PABC domain is a peptide-binding domain that is specifically found in poly(A)-binding protein (PABP) and a HECT ubiquitin-protein isopeptide ligase (E3) known as HYD (hyperplastic discs), EDD (E3 isolated by differential display), or Rat100. The PABC domain of PABP recruits various regulatory proteins and translation factors to poly(A) mRNAs through binding of a conserved 12-amino acid peptide motif, PAM2 (PABP-interacting motif 2). In contrast, little is known about the specificity or function of the domain from HYD. Here, we used isothermal calorimetry and surface plasmon resonance titrations to show that the PABC domain of HYD binds PAM2 peptides with micromolar affinity. NMR chemical shift perturbations were used to map the peptide-binding site in the PABC domain of HYD. The structural features of binding are very similar to those of the interactions with the domain of PABP, which explains the overlapping peptide specificity and binding affinity. We identified the anti-proliferative Tob proteins as potential binding partners of HYD. This was confirmed by glutathione S-transferase pulldown and immunoprecipitation experiments demonstrating the interaction with full-length Tob2. Altogether, our results point to a role of the PABC domain as a protein-protein interaction domain that brings together the processes of translation, ubiquitin-mediated protein degradation, and cell cycle control.

Amino Acid Sequence↗

A peptide binding motif for I-Eg7, the MHC class II molecule that protects E alpha-transgenic nonobese diabetic mice from autoimmune diabetes.

The nonobese diabetic (NOD) mouse, a model of spontaneous insulin-dependent diabetes mellitus (IDDM), fails to express surface MHC class II I-Eg7 molecules due to a deletion in the E alpha gene promoter. E alpha-transgenic NOD mice express the E alpha E beta g7 dimer and fail to develop either insulitis or IDDM. A number of hypotheses have been proposed to explain the mechanisms of protection, most of which require peptide binding to I-Eg7. To define the requirements for peptide binding to I-Eg7, we first identified an I-Eg7-restricted T cell epitope corresponding to the sequence 4-13 of Mycobacterium tuberculosis 65-kDa heat shock protein (hsp). Single amino acid substitutions at individual positions revealed a motif for peptide binding to I-Eg7 characterized by two primary anchors at relative position (p) 1 and 4, and two secondary anchors at p6 and p9. This motif is present in eight of nine hsp peptides that bind to I-Eg7 with high affinity. The I-Eg7 binding motif displays a unique p4 anchor compared with the other known I-E motifs, and major differences are found between I-Eg7 and I-Ag7 binding motifs. Analysis of peptide binding to I-Eg7 and I-Ag7 molecules as well as proliferative responses of draining lymph node cells from hsp-primed NOD and E alpha-transgenic NOD mice to overlapping hsp peptides revealed that the two MHC molecules bind different peptides. Of 80 hsp peptides tested, none bind with high affinity to both MHC molecules, arguing against some of the mechanisms hypothesized to explain protection from IDDM in E alpha-transgenic NOD mice.

Amino Acid Sequence↗

Structural basis of ligand recognition by PABC, a highly specific peptide-binding domain found in poly(A)-binding protein and a HECT ubiquitin ligase.

The C-terminal domain of poly(A)-binding protein (PABC) is a peptide-binding domain found in poly(A)-binding proteins (PABPs) and a HECT (homologous to E6-AP C-terminus) family E3 ubiquitin ligase. In protein synthesis, the PABC domain of PABP functions to recruit several translation factors possessing the PABP-interacting motif 2 (PAM2) to the mRNA poly(A) tail. We have determined the solution structure of the human PABC domain in complex with two peptides from PABP-interacting protein-1 (Paip1) and Paip2. The structures show a novel mode of peptide recognition, in which the peptide binds as a pair of beta-turns with extensive hydrophobic, electrostatic and aromatic stacking interactions. Mutagenesis of PABC and peptide residues was used to identify key protein-peptide interactions and quantified by isothermal calorimetry, surface plasmon resonance and GST pull-down assays. The results provide insight into the specificity of PABC in mediating PABP-protein interactions.

Amino Acid Motifs↗

Loss of a glycine in the alpha2 domain affects MHC peptide binding but not chaperone binding.

Prior to the binding of peptide in the endoplasmic reticulum (ER), the major histocompatibility complex (MHC) class I heavy chain associates with an assembly complex that includes the transporter associated with antigen processing (TAP). The proximity of a part of the MHC class I alpha2 domain alpha-helix to areas previously shown to influence assembly complex binding suggests that this region might also be involved in chaperone association. Position 151, found in this part of the alpha2 domain alpha-helix, has a side chain that points up, away from direct contact with peptide, and is occupied by a glycine in all murine MHC class I heavy chains. We found that substitution of this glycine in H-2L(d) with a histidine substantially increased the proportion of peptide-free forms, although TAP binding was not abrogated. Thus, interaction of the heavy chain with peptides, but not with the assembly complex, is influenced by this glycine.

ATP Binding Cassette Transporter, Subfamily B, Mem↗

The specificity of alloreactive T cells is determined by MHC polymorphisms which contact the T cell receptor and which influence peptide binding.

The separate contributions to allorecognition of peptide-binding and T cell receptor-contacting residues of an allogeneic HLA-DR molecule were investigated by site-directed mutagenesis. Alloreactive T cell clones were generated from a combination of responder (DR1Dw1,DR4Dw14) and stimulator (DR1Dw1, DR4Dw10) whose DR products differed at only three amino acid positions, two of which are predicted to interact with the T cell receptor (67 and 70), and one with bound peptide (71). Transfected murine DAP.3 cells expressing the wild type and mutated forms of DR4Dw10 in which the codons for residues 70 and/or 71 had been altered towards DR4Dw14 were used to stimulate a panel of anti-DR4Dw10 T cell clones. Substitutions at either position 70 or 71, or the combination of the two, led to loss of recognition by the alloreactive T cell clones. This implies that residues involved in peptide binding and residues involved in interaction with the T cell receptor are important for this panel of alloreactive T cell clones. The specificity of these alloreactive T cells for exposed polymorphic residues on the allogeneic MHC molecule was further demonstrated by the inhibitory effects of synthetic peptides, derived from the alpha-helix of the beta 1 domain of the DR4Dw10 molecule.

Animals↗

Proteo-chemometrics analysis of MSH peptide binding to melanocortin receptors.

The published data for six melanocortin peptides binding to wild-type and chimeric melanocortin MC(1)/MC(3) receptors were analysed using the novel proteo-chemometrics modelling approach. The chimeric receptors and the peptides were coded using binary descriptors and used to correlate with the experimental data for affinity or selectivity for peptides binding to receptors. Correlations were achieved using partial least squares projection to latent structures (PLS) and statistically valid models were obtained. The models were further improved by adding cross-terms and applying orthogonal signal correction. The models were validated using external prediction, with half of the data being excluded from the modelling. Interpretation of the results using PLS coefficient plots revealed that the binding pocket for the melanocortins is located between the first, second, third, sixth and seventh transmembrane regions of the melanocortin receptors, in good agreement with previous three-dimensional models for the interactions of melanocortins with melanocortin receptors. Further, analysis of cross-terms between peptide descriptors indicated that the proteo-chemometrics modelling is able to distinguish between differences in the conformational space of the peptides that affect binding affinity and selectivity.

Humans↗

Conformation of a Cdc42/Rac interactive binding peptide in complex with Cdc42 and analysis of the binding interface.

Most of the putative effectors for the Rho-family small GTPases Cdc42 and Rac share a common sequence motif referred to as the Cdc42/Rac interactive binding (CRIB) motif. This sequence, with a consensus of I-S-x-P-(x)2-4-F-x-H-x-x-H-V-G [Burbelo, P. D., et al. (1995) J. Biol. Chem. 270, 29071-29074], has been shown to be essential for the functional interactions between these effector proteins and Cdc42. We have characterized the interactions of a 22-residue CRIB peptide derived from human PAK2 [PAK2(71-92)] with Cdc42 using proton and heteronuclear NMR spectroscopy. This CRIB peptide binds to GTP-gammaS-loaded Cdc42 in a saturable manner, with an apparent Kd of 0.6 microM, as determined by fluorescence titration using sNBD-labeled Cdc42. Interaction of the 22-residue peptide PAK2(71-92) with GTP-gammaS-loaded Cdc42 causes resonance perturbations in the 1H-15N HSQC spectrum of Cdc42 that are similar to those observed for a longer (46-amino acid) CRIB-containing protein fragment [Guo, W., et al. (1998) Biochemistry 37, 14030-14037]. Proton NMR studies of PAK2(71-92) demonstrate structuring of PAK2(71-92) in the presence of GTP-gammaS-loaded Cdc42, through the observation of many nonsequential transferred NOEs. Structure calculations based on the observed transferred NOEs show that the central portion of the Cdc42-bound CRIB peptide assumes a loop conformation in which the side chains of consensus residues Phe80, His82, Ile84, His85, and Val86 are brought into proximity. The CRIB motif may therefore represent a minimal interfacial region in the complexes between Cdc42 and its effector proteins.

Amino Acid Sequence↗