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Biomedical subjects

J Ruppert

Publications and source records attributed to J Ruppert.

At least 19 recordsLinked to original sources

Automatic identification and representation of protein binding sites for molecular docking.

Molecular docking is a popular way to screen for novel drug compounds. The method involves aligning small molecules to a protein structure and estimating their binding affinity. To do this rapidly for tens of thousands of molecules requires an effective representation of the binding region of the target protein. This paper presents an algorithm for representing a protein's binding site in a way that is specifically suited to molecular docking applications. Initially the protein's surface is coated with a collection of molecular fragments that could potentially interact with the protein. Each fragment, or probe, serves as a potential alignment point for atoms in a ligand, and is scored to represent that probe's affinity for the protein. Probes are then clustered by accumulating their affinities, where high affinity clusters are identified as being the "stickiest" portions of the protein surface. The stickiest cluster is used as a computational binding "pocket" for docking. This method of site identification was tested on a number of ligand-protein complexes; in each case the pocket constructed by the algorithm coincided with the known ligand binding site. Successful docking experiments demonstrated the effectiveness of the probe representation.

Algorithms

Hammerhead: fast, fully automated docking of flexible ligands to protein binding sites.

BACKGROUND: Molecular docking seeks to predict the geometry and affinity of the binding of a small molecule to a given protein of known structure. Rigid docking has long been used to screen databases of small molecules, because docking techniques that account for ligand flexibility have either been too slow or have required significant human intervention. Here we describe a docking algorithm, Hammerhead, which is a fast, automated tool to screen for the binding of flexible molecules to protein binding sites. RESULTS: We used Hammerhead to successfully dock a variety of positive control ligands into their cognate proteins. The empirically tuned scoring function of the algorithm predicted binding affinities within 1.3 log units of the known affinities for these ligands. Conformations and alignments close to those determined crystallographically received the highest scores. We screened 80 000 compounds for binding to streptavidin, and biotin was predicted as the top-scoring ligand, with other known ligands included among the highest-scoring dockings. The screen ran in a few days on commonly available hardware. CONCLUSIONS: Hammerhead is suitable for screening large databases of flexible molecules for binding to a protein of known structure. It correctly docks a variety of known flexible ligands, and it spends an average of only a few seconds on each compound during a screen. The approach is completely automated, from the elucidation of protein binding sites, through the docking of molecules, to the final selection of compounds for assay.

Algorithms

Epitope mapping of the human TSH receptor; structure function studies.

With the aid of recombinant DNA technology (PCR/site directed mutagenesis, sequencing) the full length coding region of the human TSH receptor was manipulated to place a specific epitope peptide tag (FLAG epitope sequence) at the carboxyl end of the protein. The resulting construct was cloned into a eukaryotic expression vector and stably transfected into HeLa cells. The expression/translation of the tagged TSH receptor molecule was monitored by immune-precipitation and western blotting of protein lysates, and was found to be expressed at considerable levels using the commercially available antibodies directed towards the FLAG epitope. This analysis revealed two discrete specific bands 90-120 KDa representing, presumably, differently glycosylated forms of the receptor. TSH radio receptor assays demonstrated that the FLAG tagged TSH receptor bound TSH comparable with the wild type receptor. Furthermore TSH stimulated cAMP response in these transfected cells were comparable to the wild type receptor, thus demonstrating that the tagged receptor was functionally identical to the transfected wild type receptor. These cell lines will be of great value when analysing TSH/receptor or receptor/autoantibody interactions considering the availability of well characterized experimental anti-TSH receptor sera.

Blotting, Western

Human CTL epitopes encoded by human papillomavirus type 16 E6 and E7 identified through in vivo and in vitro immunogenicity studies of HLA-A*0201-binding peptides.

Human papillomavirus type 16 (HPV16) is strongly associated with cervical carcinogenesis. The HPV16 E6 and E7 oncoproteins are constitutively expressed in the majority of cervical tumor cells and are, therefore, attractive targets for CTL-mediated immunotherapy. In mice, the outgrowth of a lethal dose of HPV16-induced tumor cells has been prevented by vaccination with a CTL epitope encoded by HPV16 E7, indicating the feasibility of peptide immunization to obtain antitumor CTL responses. In the present study, the immunogenicity of 9 HLA-A*0201-binding peptides encoded by HPV16 E6 and E7 was analyzed in vivo in HLA-A*0201Kb transgenic mice and in vitro in CTL cultures induced from PBMC of HLA-A*0201+ healthy donors. Four peptides with a good binding affinity were immunogenic in HLA-A*0201Kb transgenic mice, and three of them were also highly immunogenic in CTL induction experiments with PBMC of HLA-A*0201+ healthy donors. Human CTL clones specific for these three peptides were capable of lysing the HPV16 E7-containing HLA-A*0201+ cervical carcinoma cell line CaSki. These E7-derived peptides (11-20, YMLDLQPETT; 82-90, LLMGTLGIV; 86-93, TLGIVCPI), therefore, are likely to represent naturally processed human CTL epitopes of HPV16. Additionally, these three HPV16-encoded peptides have the highest affinity of binding to the HLA-A*0201 molecule. In this study, peptides with a lower binding affinity were less immunogenic. Therefore, our data illustrate that the HLA-binding affinity of a peptide has a major impact on its immunogenicity. In conclusion, we have identified immunogenic peptides encoded by HPV16 E6 and E7 that could be used in vaccines for the prevention and treatment of cervical carcinoma.

Amino Acid Sequence

Class I MHC-peptide interactions: structural requirements and functional implications.

In this chapter, we have defined the structural motifs that dictate the capacity of peptides to bind to five different HLA-A alleles that represent some of the most common alleles found in different ethnic populations. In general, these peptide motifs were very specific for the individual HLA-A alleles, with the exception of HLA-A degree 0301 and HLA-A degree 1101, for which the motifs were very similar. When these motifs were tested against an unbiased and complete set of nonamer peptides derived from human papillomavirus E6 and E7 proteins, it was found that the vast majority of high and intermediate binding peptides contained the appropriate motif. Furthermore, using the dominant anchor residues, together with the amino acid positions that interact with secondary anchor residues, it was possible to predict high and intermediate binders. Finally, the finding that there is a direct correlation between binding affinity for MHC and immunogenicity suggests a practical application of being able to predict those peptides that have a high affinity binding for a particular MHC allele--that is, in the design of peptide based vaccines for prophylactic or therapeutic use.

Alleles

The relationship between class I binding affinity and immunogenicity of potential cytotoxic T cell epitopes.

The relationship between binding affinity for HLA class I molecules and immunogenicity of discrete peptide epitopes has been analyzed in two different experimental approaches. In the first approach, the immunogenicity of potential epitopes ranging in MHC binding affinity over a 10,000-fold range was analyzed in HLA-A*0201 transgenic mice. In the second approach, the antigenicity of approximately 100 different hepatitis B virus (HBV)-derived potential epitopes, all carrying A*0201 binding motifs, was assessed by using PBL of acute hepatitis patients. In both cases, it was found that an affinity threshold of approximately 500 nM (preferably 50 nM or less) apparently determines the capacity of a peptide epitope to elicit a CTL response. These data correlate well with class I binding affinity measurements of either naturally processed peptides or previously described T cell epitopes. Taken together, these data have important implications for the selection of epitopes for peptide-based vaccines, and also formally demonstrate the crucial role of determinant selection in the shaping of T cell responses. Because in most (but not all) cases, high affinity peptides seem to be immunogenic, our data also suggest that holes in the functional T cell repertoire, if they exist, may be relatively rare.

Amino Acid Sequence

Peptide binding to the most frequent HLA-A class I alleles measured by quantitative molecular binding assays.

Quantitative assays to measure the binding of defined synthetic antigenic peptides and purified MHC class I molecules are described for several common human HLA-A alleles (A1, A2.1, A3, A11 and A24). Under appropriate conditions, the binding of radiolabeled peptides to purified MHC class I molecules is very effective, highly specific, and appears to be dependent on the specific sequence motif of the peptide as defined by critical anchor residue positions. Establishment and optimization of the assay reveals that a relatively high fraction of the MHC class I molecules isolated from EBV transformed B cell line sources is capable of binding exogenously added peptide. Scatchard analysis for all alleles yields 5-10% occupancy values. There is a stringent peptide size requirement that is reflected by the direct influence of peptide length on the binding affinity. The peptide-MHC class I interactions demonstrate remarkable similarity to peptide-MHC class II interactions, both in overall affinity and kinetic behavior. The immunological relevance of the peptide-MHC class I binding assay is also demonstrated by measuring the affinity of a panel of previously described HLA restricted peptides for their HLA restriction element. In 91% (10/11) of the cases, the peptides bound with affinities of 50 nM or less, and in the remaining 9% (1/11) of the cases, in the 50 to 500 nM range. Thus, these data provide the first quantitative estimate of what level of HLA-A binding affinity is associated with a diverse panel of immunodominant CTL epitopes in man.

Amino Acid Sequence

Development of high potency universal DR-restricted helper epitopes by modification of high affinity DR-blocking peptides.

Pan DR-binding peptides engineered by introducing anchor residues for different DR motifs within a polyalanine backbone bound 10 of 10 DR molecules tested, with affinities, in most cases, in the nanomolar range. Because of the small methyl group exposed for T cell recognition, these peptides were poor immunogens but effective blockers of DR-restricted antigen presentation. Introduction of bulky and charged residues at positions accessible for T cell recognition yielded extremely powerful Pan DR epitope peptides (PADRE). These peptides elicited powerful responses in vitro from human peripheral blood mononuclear cells (PBMC). Because these cells also cross-react on certain mouse class II alleles, we could also demonstrate that PADRE peptides are active in vivo. In one example of their capacity to elicit T help, they were approximately 1000 times more powerful than natural T cell epitopes. We propose that PADRE peptides may be useful in the development of subunit vaccines.

Alleles

TCR antagonism and T cell tolerance can be independently induced in a DR-restricted, hemagglutinin-specific T cell clone.

The outcome of TCR engagement with peptide-MHC is of central importance for the immune response of the host. TCR antagonism is one phenomenon known which is characterized by selective inhibition of T cell responses by non-stimulatory antigen analogs. T cell anergy is another state resulting in T cell unresponsiveness, generally characterized by lack of proliferation and lymphokine production. In the present study, the relationship between TCR antagonism and T cell anergy was examined by using protocols known to induce either phenomenon. Re-isolation experiments demonstrated that antagonized T cells were not tolerized, in that they were fully capable of responding to a subsequent antigen challenge. Conversely, while high doses of soluble antigen could efficiently induce T cell tolerance, TCR antagonists, either alone or in conjunction with suboptimal antigen doses, could not. Taken together, these data demonstrate that TCR antagonism and T cell tolerance are phenomena independent of each other.

Antigen-Presenting Cells

Antigen analogs/MHC complexes as specific T cell receptor antagonists.

Recent studies demonstrated that antigen analogs can act as powerful and specific inhibitors of T cell activation, leading to the formulation of the concept that antigen analog/MHC complexes may act as antagonists of the T cell receptor (TCR). TCR antagonism appears to be associated with engagement of the TCR below a crucial affinity threshold necessary for full T cell activation. Studies addressing the molecular mechanism of this effect suggest that TCR antagonists could act by interfering with membrane-related events (such as proper receptor clustering) that might precede intracellular signaling. Discovery of the TCR antagonism phenomenon also suggested a possible rational approach to antigen-specific immunointervention in allergies and autoimmune diseases. The feasibility of such an approach is now being actively investigated. Finally, TCR antagonist peptides may provide a useful tool to probe TCR-peptide/MHC interactions involved in the process of thymic education.

Animals

Class I MHC-peptide interaction: structural and functional aspects.

The structural requirements for the interaction between antigens and class I molecules was investigated through the use of a quantitative assay to measure peptide binding to different MHC class I alleles. We determined the permissiveness of the main anchors reported by Rammensee and his group for peptide binding and defined an extended motif for peptides binding to the HLA-A2.1 allele, including the role of non-anchor positions. It was found that the main anchors were necessary, but not sufficient, for good binding. Certain non-anchor positions contributed significantly to overall binding and were referred to a secondary anchors. This finding allowed a better prediction of high affinity binding peptides selected from libraries of different viral and tumor proteins. Furthermore, our data allowed correlation of the structural requirements for binding of peptides with crystallographic data of the MHC molecule. In order to characterize allele-specific motifs for a larger number of alleles, the HLA-A alleles A1, A3, A11, and A24, which represent some of the most common alleles found in different ethnic populations, were chosen. Here, most motifs were found to be highly exclusive; however, HLA-A3 and A11 shared a common motif. The defined motifs were validated further by using naturally processed peptides. Those peptides were also synthesized and tested for binding to the appropriate HLA alleles, giving a binding affinity from 0.3 to 200 nM for sequences of naturally processed peptides. Finally, a set of all possible 9-mer peptides from HPV 16 proteins were synthesized and tested for binding to the five class I alleles. For each allele, high affinity binders were identified, thus allowing for selection of possible peptide candidates for a CTL based vaccine.

Alleles

Prominent role of secondary anchor residues in peptide binding to HLA-A2.1 molecules.

The functional determinants of histocompatibility leukocyte antigen (HLA)-A2.1-peptide interactions have been detailed by the use of quantitative molecular binding assays and a chemically synthesized library of naturally occurring epitopes. The importance of hydrophobic anchor residues in position 2 and the C-terminus was confirmed. These anchors are necessary, but not sufficient, for high affinity binding, as the predictions based solely on these anchors are only about 30% accurate. Prominent roles for several other positions (1, 3, and 7) were also demonstrated. The location of these residues within the peptides matches secondary A2.1 pockets previously demonstrated by X-ray crystallography. From a functional standpoint, similar dominant negative effects on binding were observed for charged residues in both nonamers and decamers, while positive effects differed between nonamers and decamers. An extended motif taking into account secondary anchors increased the predictability of A2.1-binding epitopes to a level of 70%, underscoring the practical usefulness of extended motifs.

Acid Phosphatase

Effect of T-cell receptor antagonism on interaction between T cells and antigen-presenting cells and on T-cell signaling events.

T-cell receptor (TCR) antagonism induced by complexes of antigen analogue with major histocompatibility complex (MHC) molecules results in efficient inhibition of antigen-dependent T-cell responses. We have investigated some of the possible mechanisms by which TCR antagonists bound to the MHC molecules of antigen-presenting cells (APCs) can inhibit T-cell activation. Using a nonstimulatory analogue of the antigenic peptide influenza hemagglutinin-(307-319), we showed that MHC/antagonist complexes completely inhibit very early intracellular events of antigen-dependent T-cell activation, such as inositol phosphate turnover and Ca2+ influx. In a parallel series of experiments, the effect of TCR antagonist peptide on membrane-related activation events was also investigated. It was found that MHC/antagonist complexes on the surface of APCs did not induce stable conjugates with T cells and, most interestingly, did not inhibit antigen-induced conjugate formation. Thus, our data suggest that antagonistic peptides do not interfere with the cellular events that are required for stable T-cell/APC conjugate formation but do inhibit early biochemical events required for T-cell proliferation. The data are discussed with respect to the role of surface receptor clustering in TCR antagonism.

Animals

Functional consequences of engagement of the T cell receptor by low affinity ligands.

The mechanisms involved in TCR antagonism by Ag analog/MHC have been analyzed. A detailed structure-activity relationship study indicated that modification of any of the major T cell contact residues of the peptide molecule can yield a powerful antagonist. It was also shown that as the analog structure increased in similarity to the Ag, the capacity to antagonize Ag-TCR interaction increased up to the point that the analogs themselves became antigenic. These data strongly suggest an affinity-related mechanism whereby a certain affinity is required for signaling through the TCR, and that below this level there can be sufficient affinity to engage the receptor such that triggering does not occur and antagonism can be detected. Taking advantage of this information, antagonist peptides active down to the 10 nM range were engineered. Thus, this approach demonstrates for the first time a rational approach to designing effective, selective low m.w. compounds with high potential in treatment of allergies and autoimmune diseases.

Amino Acids

Signals required for differentiating dendritic cells from human monocytes in vitro.

Human peripheral blood monocytes (Mo) can quantitatively be differentiated into potent accessory cells which exhibit dendritic cell (DC) function and phenotype. This alternative differentiation of Mo into DC rather than into macrophages (M phi) will be triggered when signals leading to M phi differentiation are omitted from the culture. Serum contains such stimulatory signals and was therefore omitted from the cultures. The cells were cultured on solid agarose surfaces. This newly developed technique allows for the attachment-free differentiation of DC. In the absence of signals, Mo do not survive in culture. IL-1 and IL-6 are endogenously produced by Mo and create an autokrine stimulatory milieu which increases the accessory function. However, also mature Mph will respond by an increased accessory activity upon stimulation by these cytokines. Cyclic AMP is the most likely second messenger to trigger an increase in accessory activity. IL-4 plus GM-CSF further act to upregulate dendritic cell properties and function. By action of these mediators, virtually all markers and functions of Mo/M phi are lost, and the cells convert to the phenotype and function of dendritic cells.

Cell Differentiation