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NHLBI Proteomics CenterProject Summaries

Yale/NHLBI Proteomics Center Project Summaries

Yale/NHLBI Proteomics Center Project Summaries

A1. Development of Protein and Phosphoprotein Profiling Technology
K. Stone, W. McMurray, W. Konigsberg, K. Williams (Mol. Biophys. & Biochem.) and C. Horvath (Chemical Engineering)

To bridge the gap between the enormous potential of mass spectrometry to quantify protein expression and what is available to NHLBI-supported investigators at Yale, we propose to substantially improve and implement three protein profiling technologies:

  • Isotope-coded affinity tag (ICAT) analysis of protein expression - which is based on affinity isolation of cysteine-containing tryptic peptides modified in vitro with a "light" or "heavy" stable isotope version of the biotin-containing, ICAT reagent.
  • Phosphoproteome profiling - which is based on comparative analysis of affinity-isolated phosphopeptides obtained from tryptic digests of control versus experimental samples.
  • LC/MS analysis of tryptic digests of complex protein extracts - which is based on comparative analysis of "3D" (scan number versus m/z versus intensity) plots. This approach might be most effectively used on the non ICAT-labeled tryptic peptide effluent from the avidin column where it could be used to profile other protein post-translational modifications as well as proteins which do not contain cysteine.

Two challenges that will be addressed are improving the software available for analyzing MS-based protein profiling data and extending the dynamic range of this technology so that lower abundance proteins, which often play important regulatory roles, will be more easily quantified.

A2. Engineering RNA Molecular Switches That Respond To Protein Targets
R. Breaker (Molecular, Cellular & Developmental Biology)

The objective of this project is to engineer RNA switches that serve as precision biosensor elements for the multiplex detection of protein targets. The activities of ribozymes and deoxyribozymes can be engineered to perform as allosteric enzymes that are modulated by specific effectors. These RNAs undergo catalytic activation when bound to specific effectors such as nucleotides, second messengers, enzyme cofactors, pharmaceutical agents, proteins, and oligonucleotides. We propose to expand on our initial successes in switch engineering to create ribozymes that are modulated by binding to polypeptides of biological importance. Specifically, we expect that designer molecular switches can be created that would enable the construction of new RNA biochips or other biosensor systems for the large-scale analysis of proteins. To this end we will pursue a two-part strategy for creating protein-responsive RNA switches. In the first approach, we will employ in vitro selection with a population of hammerhead self-cleaving ribozyme constructs. These constructs (containing trillions of sequence variants) will be subjected to allosteric selection to enrich for those rare molecules that selectively recognize added protein targets and that subsequently catalyze RNA cleavage. In the second approach, we will use a high-speed self-ligating ribozyme as a catalytic platform for the allosteric selection of new protein-dependent ribozymes. The RNA ligation activity of this ribozyme will permit the high-throughput isolation of ribozymes for multiple protein targets simultaneously using robotic selection protocols. Ultimately, these designer RNAs will be immobilized to serve as “ribozyme pixels” that report the presence or absence of specific protein targets.

A3. Biostatistics and Bioinformatics
Group Leader, P. Miller (Medical Informatics)

A3a. Quality Control, Quality Assurance, And Statistical Analysis Of Protein Expression Data, H. Zhao (Epidemiology And Public Health)

The overall objective of this project is to develop statistical methods for quality control and analysis of protein expression analysis, and to collaborate with other investigators to apply these methods to proteomics studies. More specifically, we will develop a statistical model for the mass spectrometry data obtained from the ICAT technology through controlled experiments with varying conditions and samples. These statistical models will allow us to build further models that incorporate biological variations and to develop a sound statistical procedure to assess the statistical significance of the observed differences between two or more conditions. In addition, we will implement various clustering algorithms and develop statistical methods for identifying biomarkers to predict clinical outcomes. The validity of our methods will be tested through our collaborations with other investigators. We will also evaluate the Micromass MCAT software and other available software and compare the results based on other methods and those based on our developed models in an effort to improve our overall approach. The computer programs developed from this project will be extensively tested both with simulations and with data generated from this project, and these programs will be integrated into the proposed NHLBI/YED database. These programs will also be made available to the general scientific community at Dr. Zhao’s group web site.

A3b.NHLBI/Yale Expression Database (YED): An Interoperable Protein And mRNA Expression Database, K. Cheung (Medical Informatics)

This project will build an interoperable protein and mRNA expression database to manage and analyze the large data sets that will be generated to quantify the relative levels of expression of thousands of ICAT labeled peptides in hundreds of samples annually. This database, the NHLBI/Yale Expression Database (YED), will enable protein profiling data to be: (i) efficiently stored, queried, and distributed; (ii) correlated with mRNA expression data in the Yale Microarray Database (YMD), which is currently being beta-tested by several laboratories at Yale; (iii) linked with other related databases for functional annotation; and (iv) coupled with a variety of analysis tools. The NHLBI/Yale Expression Database will be made available to other NHLBI and non-NHLBI investigators both at Yale and beyond. Capturing protein profiling data in a standardized database will greatly facilitate the development of software tools for data retrieval, data sharing, and analysis. The developers of YED data analysis tools can take advantage of standardized structures to write programs to process the data efficiently. Data returned by user’s queries can be directly input to such programs. Alternatively, YED data can be exported as files in formats tailored to the individual requirements of existing analysis programs. By linking YED to a variety of analysis programs and creating a Web interface, biomedical investigators who have little experience in biostatistics and computing can readily carry out data analysis.

A3c. Functional And Interrelative Proteomics
M. Gerstein (Mol. Biophysics & Biochem.)

We will develop methods and tools for analyzing protein expression data. These methods will be principally based on integrating protein expression values with other genomic information -- namely, mRNA expression, protein-protein interactions, protein family and function, occurrence of protein pseudogenes. We will start using available yeast data, we will develop a formalism for scaling mRNA and protein data together, both for individual genes and then across multi-gene categories of information. Then we will expand our analysis formalism from yeast to human. We will initially focus on interactions and networks relating to transcription factors in MPRO cell line (in collaboration with S Weissman). Our protein analysis system will be integrated with the proposed NHLBI/YED database (in collaboration with K Cheung and K Williams). In particular, with K Williams we will try to identify and then write algorithms needed to streamline ICAT data analysis and to make it as suitable as possible for analyzing multiple samples. By the end of the grant, one question that we hope to investigate in detail is the relationship between protein expression, gene expression, and pseudogene occurrence. An mRNA species can be reverse transcribed, post splicing, and inserted back into the genome to create a functional template for a protein or a processed pseudogene. It would be interesting to compare the expression of these processed mRNAs and their homologs with the associated protein abundance, elucidating any possible control splicing and mRNA processing has on protein abundance.

A4. Global Proteomic Approaches To Hematopoietic Differentiation
Group Leader, S. Weissman (Genetics)

A4a. Molecular And Functional Analysis Of Myeloid Differentiation
S. Weissman (Genetics)

Our overall goal is to obtain a genome wide molecular description of lineage commitment and maturation for the hematopoietic system, with emphasis on myeloid development. We have already accumulated large amounts of data on RNA expression levels in normal neutrophils and stem cells, as well as in the EML and MPRO cell lines at various stages of differentiation. We have also obtained data on changes in protein levels, based on mass spectrometric identification of spots from 2D gels. Our hope is to obtain a much more complete determination of the amounts of most proteins in these cells and to estimate stability of most proteins as a function of the site of differentiation. We then plan to manipulate patterns of lineage determination and development by use of RNAi inhibition of specific transcription factors and kinases. mRNA and protein levels will be measured at various times after induction of differentiation. As a complement to these experiments individual protein levels will be transiently increased by exposure to proteins associated with specific cell uptake mediators. To study lineage determination we will use the EML cells as well as expanded normal hematopoietic precursor cells that spontaneously differentiate into multiple lineages. We will test the hypothesis that differentiation is associated with stabilization of specific chromatin structures by selectively inhibiting DNA methylases, histone deacetylases or acetylases and also by altering levels of polycomb or trithorax complex proteins.

A4b. Molecular And Functional Correlates Of Myelodysplasia
Arati Khanna-Gupta, and N. Berliner (Medicine)

MDS is a stem cell disorder characterized by ineffective and disordered hematopoiesis and increased intramedullary apoptosis. The challenge of MDS is two-fold, in that patients may die of infectious complications of the quantitative and qualitative abnormalities of their mature neutrophils, or they may die of leukemia. Analysis of MDS is therefore most appropriately directed at understanding both the abnormalities of the myelodysplastic neutrophil and the defect in the myelodysplastic stem cell.

We propose to examine global gene expression of MDS cells in two ways. First, we will characterize the gene expression correlates of abnormal function in neutrophils from MDS patients. We will assay oxidative burst, granule secretion, and phagocytosis to define the abnormalities of neutrophils before and after exposure to bacterial antigens. We will correlate this with expression profiling using microarrays, differential display, and the MS-based protein profiling described in this application. Second, we will examine defective maturation of the primary stem cells from MDS by analysis of patterns of gene expression during cytokine-induced differentiation of primary marrow stem cells. These studies continue our collaboration with Dr. Weissman on global gene expression of normal neutrophils and cytokine-induced differentiation of myeloid cells.

We have identified over 40 patients being treated for MDS at the West Haven VA Hospital. Peripheral blood and bone marrow will be obtained for functional assays, RNA isolation, and protein extracts, and will also be analyzed by cytokine-induced maturation.

A4c. Downstream Targets of the Homeodomain Gene Pitx2 in Hematopoietic Cells, B. Forget (Medicine)

The homeodomain gene Pitx2 is thought to play a role in hematopoiesis because it is preferentially expressed in primitive hematopoietic stem/progenitor cells, as well as in stromal cell lines that support the survival and proliferation of such cells in vitro. The goal of this project is to identify proteins that are differentially expressed in primary hematopoietic cells and stromal cell lines where the Pitx2 gene is active compared to similar cells where the gene is inactive. In this way, we hope to identify downstream target genes and gene products, the expression of which is regulated by the transcription factor Pitx2. The model system to be used is the Pitx2 knockout mouse model that is already present in our laboratory. Heterozygous (Pitx2 +/ ) knockout mice will be mated to generate both wild type (+/+) and homozygous null ( / ) embryos from which fetal livers will be obtained as a source of cells for total cellular and nuclear proteins for analysis. The fetal liver is a hematopoietic organ consisting primarily of erythroid precursor cells at embryonic day 13.5. Homozygous embryos die beyond that age, so there is no primary adult source of ( / ) tissue or cells. In addition, embryonic stem (ES) cells homozygous for the Pitx2 gene disruption that were developed in our laboratory will also serve as a source of proteins for comparative analysis to proteins isolated from wild type ES cells. Finally, we will also extract total cellular and nuclear proteins from the stromal cell lines that we have shown to strongly express Pitx2 (line AFT024:supportive of hematopoiesis)) or markedly underexpress it (line 2018: non supportive of hematopoiesis). The extracted proteins from these different cell sources will then be provided to the Protein Analysis Core for comparative protein profiling. The results of profiling analysis will be compared to results of differential expression of mRNA/cDNA from the same cell sources. These experiments will hopefully identify novel proteins that are important for hematopoiesis.

A4d. Differential Protein Expression During Early Hematopoietic Differentiation And Mobilization, D. Krause (Laboratory Medicine)

In order to better understand the mechanisms that control hematopoietic stem cell (HSC) self-renewal and differentiation, we need to determine the changes in gene expression that occur as hematopoietic stem cells initiate the differentiation process. Only then can we dissect the molecular mechanisms responsible for this transition. We are currently identifying the genes whose expression is tightly coordinated with the earliest stages of HSC differentiation, by performing microarray analyses in which we are comparing the gene expression profiles of highly purified human CD34+CD38-, CD34+CD38+, and CD34- subpopulations. Human hematopoietic stem cells express CD34, but do not express CD38. Fewer than 2% of CD34+ cells in the bone marrow or mobilized peripheral blood are CD38-, but this population contains all of the HSC's as determined using xenogeneic assays for hematopoietic engraftment. Here, we propose to compare and contrast the gene and protein expression patterns of these different purified subpopulations of human bone marrow derived cells using microarrays as well as newly-emerging powerful technologies in proteomics. Specifically, we will determine the extent to which the protein profile varies between primary human CD34+CD38-, CD34+CD38+, and CD34- hematopoietic stem and progenitor cells and we will assess the degree to which expression levels for mRNA and protein compare for genes that are differentially expressed in each of these human subpopulations. The proposed studies will provide a new context within which to view a normal and pathological hematopoiesis.

A4d. Characterization Of Evi-1-Induced Changes In Protein Expression During Myelopoiesis, A. Perkins (Pathology)

EVI1 is a zinc finger protein involved in myeloid leukemia. We have shown that EVI1 interferes with normal myelopoiesis as demonstrated by its ability to disrupt differentiation of a cultured myeloid progenitor cell line (termed EML). Using mRNA expression profiles, we have identified ~50 major differences that are due to Evi1 expression in myeloid cells. Based on these data, we hypothesize that EVI1 overexpression is causing the continued expression of key nuclear factors involved in the maintenance of the pluripotent state. To assess this more accurately, we propose to quantify nuclear proteins in EML cells that are induced to differentiate either with or without expression of EVI1 and to then identify those proteins that are differentially expressed using the ICAT/MS methodology. We expect that differences in nuclear factors present in the two populations will provide vital clues regarding the mechanism by which EVI1 interferes with normal blood cell maturation. We are also interested in identifying the proteins with which EVI1 interacts. We will purify EVI1 complexes using the tandem affinity purification (TAP) system (see ref. 104 in our application). The TAP system, in combination with LC/MS/MS will allow us to determine the identities of these proteins. Further studies with mutant forms of EVI1 will then be carried out using the ICAT technology to quantify the relative amounts of proteins in each of the respective complexes - thus mapping the portions of EVI1 protein required for the formation of these complexes. With these projects, we hope to uncover key aspects of EVI1 molecular biology important for leukemogenesis.

A5. Hypertension

A5a. Characterization Of A Regulated Paracellular Conductance Involved In Hypertension, R. Lifton (Chair, Genetics)

Hypertension is the most common disease in the United States. Its cause is largely unknown. We have shown that mutations in WNK1 and WNK4, novel serine-threonine kinases, result in hypertension (Science, 2001), implicating a previously unknown signaling pathway in blood pressure homeostasis. The upstream regulators and downstream targets of these kinases are presently unknown.

We are taking a proteomic approach to this problem. We are engineering mice with either constitutively increased or absent WNK signaling; we are also producing cell lines with inducible WNK activity. In both systems, the effects of gain or loss of WNK activity will be investigated using the ICAT/MS protocols for relative protein and phosphoprotein levels in kidneys and cell lines with normal, increased, or absent WNK signaling. We anticipate that increased WNK function will result in increased phosphorylation of downstream targets of WNKs, potentially directly identifying these elements of the pathway. We also anticipate that altered WNK function will result in altered protein expression and/or phosphorylation of other proteins in the cognate signaling pathway, potentially identifying both upstream and downstream elements of the pathway. The role of such proteins will be further evaluated by biochemical studies, for example examining the ability of WNKs to directly phosphorylate putative downstream targets. This proteomic approach has the capacity to rapidly identify elements of the WNK signaling cascade and to provide important new insight into the molecular mechanisms underlying human hypertension. Members of this pathway may represent new targets for development of novel antihypertensive agents.

A6. Vascular Biology

A6a. Protein Expression Profiling And Phosphoproteome Analysis Of Lipid Rafts During Angiogenesis, W. Sessa (Pharmacology)

Lipid rafts or specialized rafts domains, called caveolae, are sites of signal transduction in most cells. The goals of this specific project are to:1) quantify the proteins enriched-in or depleted from highly purified lipid rafts isolated from quiescent endothelial cells, proliferating endothelial cells or cells differentiated into tube-like structures in a three dimensional matrix, and 2) identify/quantify major phosphoproteins in lipid rafts isolated from endothelial cells under the above conditions. We have devised a method to purify lipid rafts domains from vascular endothelial or smooth muscle cells using a combination of cell biological approaches and will apply ICAT based derivatization for protein quantification and identification.

A6b. Integrin Engagement-Mediated Alterations In T Cell Hur Protein:Protein Interactions And Posttranslational Modifications, J. Bender (Internal Medicine)

Description: Intercellular adhesion is of paramount importance in a majority of immune responses, including those that involve leukocyte-endothelial cell interactions. The leukocyte b2 integrin LFA-1 is a key T lymphocyte adhesion receptor which, when engaged, leads to rapid nuclear-to-cytoplasmic translocation of an RNA binding protein, HuR, stabilizing otherwise labile activation mRNA transcripts encoding immune cytokines. The two major potential components of LFA-1-induced changes in HuR are: (1) stimulus-dependent HuR protein-protein interactions, and (2) induced posttranslational modifications, specifically phosphorylations.

Purified human T lymphocytes will be activated through LFA-1 to identify those proteins with modulated cytoplasmic levels upon LFA-1 engagement, including HuR as a positive control. We will use this system as one of the first cellular protein extracts that will be subjected to ICAT-based analysis of comparative protein expression. Parallel HuR immunoprecipitates will be submitted for protein profiling to quantify the activation-dependent increase in HuR and identify proteins bound to HuR This will be one of the first "real" samples subjected to protein profiling. It will be important to understand if there exists a threshold level of protein-protein interaction for translocation.

In the second part of the work, we will assess which cellular proteins, including HuR, are inducibly phosphorylated in LFA-1-activated cells. The expectation is that HuR will be one of those proteins. Those phosphopeptides which are elevated will be identified in a data-dependent, LC-MS/MS experiment, which also should identify the sites of phosphorylation. Protein-protein interactions and phosphorylation are likely interdependent mechanisms in stimulus-initiated HuR function.

B. Development Of Cell-Permeable, Synthetic Biotechnologies For Blocking Specific Protein: Protein And Protein Post-Translational Modifications
Team Leader, W. Sessa (Pharmacology)

B1. Design Of Organelle-Specific Peptides For Therapeutic Disruption Of Protein-Protein Interactions, W. Sessa (Pharmacology)

Signal transduction largely occurs through regulated protein-protein interactions and the extent of protein-protein interactions can be regulated by the subcellular localization of the proteins in question. The targeting of proteins to specific intracellular domains is determined by organelle specific signal peptides that act as molecular zip codes. Therefore, the goals of this project are: 1, to develop cell permeable peptides based on AP and oligomeric D-arginine that will target to different subcellular compartments in cells; and 2, to demonstrate that organelle specific targeting influences protein:protein interactions or signal transduction in key intracellular domains. We believe that such technology will vastly improve the efficacy and specificity of cell permeable peptides and enhance their utility for disrupting local protein:protein interactions in vivo.

B2. Intracellular Delivery Of Peptides, Proteins, And Nucleic Acids For Studying Cellular Function, D. Ward (Genetics)

The overall objective of this project is to develop peptide delivery systems to efficiently introduce biologically active molecules (proteins, fusion peptides, chimeric proteins or nucleic acids) into living vascular and hematopoietic cells. Preliminary studies have shown that the addition of C-terminal lysine residues (8-16) to the cell transduction peptide of the HIV TAT protein results in a peptide that rapidly translocates DNA and RNA species across the plasma membranes via electrostatic interactions. When the same TAT peptide is coupled to a single-pass transmembrane peptide domain (TMD) the resultant chimeric molecule is inserted into the plasma membrane in an oriented fashion such that effector sequences can be positioned on the exterior or cytoplasmic sides of the membrane. We propose to apply these delivery vehicles to study protein-protein interactions in cultured cells and in vivo. TAT-K16 peptides will be evaluated for their efficiency in delivering RNAi molecules to disrupt the expression of specific complex-forming proteins while TAT-TMD constructs carrying specific protein interaction domains will be constructed and tested for their ability to disrupt interactions with (or between) membrane- associated proteins. TAT-TMD peptides will be also used to introduce receptor proteins, natural and chimeric, into receptor free cells or tissues.

Transducing peptides with cell type and/or tissue specificity developed by other investigators in the Program will be subjected to similar modifications (K-16, TMD) and tested both for retention of cell/tissue specificity and their intracellular distribution. Our initial efforts will focus on interrupting interactions between membrane-associated caveolin-1, nitrous oxide synthase, and signal transduction proteins.

B3. Development Of New Technology To Discover Peptides That Reduce Inflammation
S. Ghosh (Immunobiology & Molecular Biophysics and Biochemistry)

The major objectives of our research proposal are to develop large scale screening approaches to help a) identify vascular cell- and tissue-specific targeting sequences; and b) identify more efficacious inhibitors of the NF-kB signaling pathway to influence vascular inflammation. We will devise specific cell-based reporter systems for screening mixtures of peptides of random sequences to help identify and progressively narrow down the actual effective peptide in the mixture. The basic rationale behind this project is to identify peptide-sequences that are effective in inhibiting the desired target pathway (NF-kB) or demonstrate the ability to discriminate between different cells (macrophages versus endothelial cells), without constraining ourselves with pre-conceived notions about which sequences should be chosen based exclusively on domain minimization strategies.

B4. Protein-Based Vascular Addressing And Targeted Cellular Internalization
Y. Huang, R. Hickey, and F.Giordano (Internal Medicine)

This project is premised on the general hypothesis that there are specific peptide motifs that target the translocation of macromolecules from the intravascular space across the endothelium, and that also target internalization into parenchymal cells. We propose that these motifs are distinct from general membrane permeability peptides such as the HIV TAT protein, and that they act by interaction with specific cellular receptors or adhesion complexes. We have created an array of diverse peptide phage display libraries and additional techniques, and have used these to identify peptide sequences that are capable of a) translocation across the endothelium, b) internalization into parenchymal cells (see Fig. 7., page 42 of proposal), and c) of carrying ‘cargo’ macromolecules into cells. In the context of the general proposal, these peptide sequences will be made available to individual investigators to facilitate studies of intracellular protein-protein interactions. In the context of this specific project, we will address the following aims: 1)Identify peptide motifs capable of targeting proteins to specific vascular beds, and determine the receptors, adhesion complexes or membrane proteins defining this specificity; 2) identify peptide motifs capable of targeting proteins to specific organ parenchyma, and determine the receptors, adhesion complexes or membrane proteins defining this specificity; and 3) identify peptide motifs capable of cellular internalization via receptor-mediated pathways, characterize the intracellular fate of these peptides, and determine the receptors, adhesion complexes or membrane proteins defining internalization.

B5. Development Of Cell Permeable Miniature Proteins As Highly Selective Antagonists Of Protein-Protein Complexation In Vivo, A. Schepartz (Chemistry)

Our laboratory has pioneered a strategy called ‘protein grafting’ for the design of molecules – miniature proteins - that recognize protein and DNA surfaces with high affinity and unprecedented levels of selectivity. Our first miniature proteins targeted the DNA half site recognized by the bZIP protein GCN4. The most successful of these molecules, p007, binds specific DNA in the low nanomolar range under physiological conditions and displays greater specificity than GCN4 itself. We have also discovered miniature proteins that bind protein surfaces selectively and with high affinity. One such molecule, PPBH3-1, folds cooperatively, binds Bcl-2 and Bcl-XL 100-fold more tightly than the unstructured Bak BH3 domain, and discriminates effectively against a range of non-specific proteins (see ref. 60 in application). Herein we propose to apply validated cell-permeation technologies to deliver highly potent and selective miniature proteins to cells and monitor the effects of these miniature proteins on a proteome-wide scale using the mass spectrometric-based technology that is also proposed. In addition, we will build on our recent discovery that the unique region of p007 – a 6 residue type II polyproline helix – can transform other unstructured peptides of appropriate sequence into folded miniature proteins with comparable affinities and specificities. This discovery is very exciting in the context of this proposal as it could be used, in combination with the transducing peptide strategy described above, to quickly generate highly selective repressors of any promoter recognized by a bZIP, bHLH, or even a homeodomain protein, or equally potent inhibitors of any protein-protein interaction involving an α-helix.

B6. Utility Of Cell Permeable Peptides To Inhibit Intracellular Trafficking Of Signaling And Adhesion Molecules In Vascular Endothelial Cells
Martin J. Kluger and J. Pober (Pathology)

TNF-mediated induction of leukocyte adhesion molecules on vascular endothelial cells is a central event in many types of tissue inflammation and inhibition of these processes is of proven benefit in treatment of several inflammatory diseases. Both TNF signaling within and sustained cell surface display of adhesion molecules on endothelium depend upon regulated intracellular trafficking of specific proteins and these trafficking processes are mediated via protein-protein interactions. The goal of this project is to develop cell permeable peptides that can selectively disrupt these interactions as well as the consequent trafficking events. Efficacy will be tested in cultured human endothelial cells and in human skin grafts transplanted on immunodeficient mice which retain human endothelial cell-lined microvessels. A successful outcome of this contract may lead to the development of new anti-inflammatory agents.

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Last modified: 27-Mar-2006 (GB)