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1.
Sci Transl Med ; 15(681): eabq5068, 2023 02.
Article in English | MEDLINE | ID: mdl-36724241

ABSTRACT

Immunogenicity against intravitreally administered brolucizumab has been previously described and associated with cases of severe intraocular inflammation, including retinal vasculitis/retinal vascular occlusion (RV/RO). The presence of antidrug antibodies (ADAs) in these patients led to the initial hypothesis that immune complexes could be key mediators. Although the formation of ADAs and immune complexes may be a prerequisite, other factors likely contribute to some patients having RV/RO, whereas the vast majority do not. To identify and characterize the mechanistic drivers underlying the immunogenicity of brolucizumab and the consequence of subsequent ADA-induced immune complex formation, a translational approach was performed to bridge physicochemical characterization, structural modeling, sequence analysis, immunological assays, and a quantitative systems pharmacology model that mimics physiological conditions within the eye. This approach revealed that multiple factors contributed to the increased immunogenic potential of brolucizumab, including a linear epitope shared with bacteria, non-natural surfaces due to the single-chain variable fragment format, and non-native drug species that may form over prolonged time in the eye. Consideration of intraocular drug pharmacology and disease state in a quantitative systems pharmacology model suggested that immune complexes could form at immunologically relevant concentrations modulated by dose intensity. Assays using circulating immune cells from treated patients or treatment-naïve healthy volunteers revealed the capacity of immune complexes to trigger cellular responses such as enhanced antigen presentation, platelet aggregation, endothelial cell activation, and cytokine release. Together, these studies informed a mechanistic understanding of the clinically observed immunogenicity of brolucizumab and associated cases of RV/RO.


Subject(s)
Antigen-Antibody Complex , Root Cause Analysis , Humans , Antibodies, Monoclonal, Humanized/pharmacology , Antibodies, Monoclonal, Humanized/therapeutic use , Inflammation , Angiogenesis Inhibitors , Intravitreal Injections
2.
Sci Transl Med ; 8(367): 367ra166, 2016 11 30.
Article in English | MEDLINE | ID: mdl-27903862

ABSTRACT

Interleukin-2 (IL-2) immunotherapy is an attractive approach in treating advanced cancer. However, by binding to its IL-2 receptor α (CD25) subunit, IL-2 exerts unwanted effects, including stimulation of immunosuppressive regulatory T cells (Tregs) and contribution to vascular leak syndrome. We used a rational approach to develop a monoclonal antibody to human IL-2, termed NARA1, which acts as a high-affinity CD25 mimic, thereby minimizing association of IL-2 with CD25. The structure of the IL-2-NARA1 complex revealed that NARA1 occupies the CD25 epitope of IL-2 and precisely overlaps with CD25. Association of NARA1 with IL-2 occurs with 10-fold higher affinity compared to CD25 and forms IL-2/NARA1 complexes, which, in vivo, preferentially stimulate CD8+ T cells while disfavoring CD25+ Tregs and improving the benefit-to-adverse effect ratio of IL-2. In two transplantable and one spontaneous metastatic melanoma model, IL-2/NARA1 complex immunotherapy resulted in efficient expansion of tumor-specific and polyclonal CD8+ T cells. These CD8+ T cells showed robust interferon-γ production and expressed low levels of exhaustion markers programmed cell death protein-1, lymphocyte activation gene-3, and T cell immunoglobulin and mucin domain-3. These effects resulted in potent anticancer immune responses and prolonged survival in the tumor models. Collectively, our data demonstrate that NARA1 acts as a CD25-mimobody that confers selectivity and increased potency to IL-2 and warrant further assessment of NARA1 as a therapeutic.


Subject(s)
Antibodies, Monoclonal/chemistry , Immunotherapy/methods , Interleukin-2 Receptor alpha Subunit/immunology , Interleukin-2/antagonists & inhibitors , Neoplasms/therapy , Animals , Binding Sites , CD8-Positive T-Lymphocytes/cytology , Cell Proliferation , Epitopes/chemistry , Gene Silencing , Humans , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Transgenic , Neoplasms/immunology , Protein Conformation , Recombination, Genetic , T-Lymphocytes, Cytotoxic/cytology , T-Lymphocytes, Regulatory/immunology
3.
Biotechnol Bioeng ; 113(11): 2433-42, 2016 11.
Article in English | MEDLINE | ID: mdl-27183150

ABSTRACT

Recently, we reported that the loss of a telomeric region of chromosome 8 in Chinese Hamster Ovary (CHO) cells correlates with higher recombinant productivities. New cell lines lacking this region, called CHO-C8DEL, showed several advantages during cell line generation and for the production of recombinant proteins (Ritter et al., 2016, Biotechnol Bioeng). Here, we performed knock-down and knock-out experiments of genes located within this telomeric region of chromosome 8 to identify the genes causing the observed phenotypes of CHO-C8DEL cell lines. We present evidence that loss or reduced expression of the gene C12orf35 is responsible for higher productivities and shorter recovery times during selection pressure. These effects are mediated by increased levels of mRNA of the exogenes heavy chain (HC) and light chain (LC) as well as dihydrofolate reductase (DHFR) and neomycin phosphotransferase (Neo) during the stable expression of antibodies. Biotechnol. Bioeng. 2016;113: 2433-2442. © 2016 Wiley Periodicals, Inc.


Subject(s)
CHO Cells/physiology , Genetic Enhancement/methods , Recombinant Proteins/biosynthesis , Animals , CHO Cells/cytology , Cricetulus , Gene Knockdown Techniques , Recombinant Proteins/genetics , Up-Regulation/genetics
4.
Immunity ; 41(5): 789-801, 2014 Nov 20.
Article in English | MEDLINE | ID: mdl-25464855

ABSTRACT

Microbial colonization of the gut induces the development of gut-associated lymphoid tissue (GALT). The molecular mechanisms that regulate GALT function and result in gut-commensal homeostasis are poorly defined. T follicular helper (Tfh) cells in Peyer's patches (PPs) promote high-affinity IgA responses. Here we found that the ATP-gated ionotropic P2X7 receptor controls Tfh cell numbers in PPs. Lack of P2X7 in Tfh cells enhanced germinal center reactions and high-affinity IgA secretion and binding to commensals. The ensuing depletion of mucosal bacteria resulted in reduced systemic translocation of microbial components, lowering B1 cell stimulation and serum IgM concentrations. Mice lacking P2X7 had increased susceptibility to polymicrobial sepsis, which was rescued by Tfh cell depletion or administration of purified IgM. Thus, regulation of Tfh cells by P2X7 activity is important for mucosal colonization, which in turn results in IgM serum concentrations necessary to protect the host from bacteremia.


Subject(s)
Intestinal Mucosa/immunology , Peyer's Patches/immunology , Receptors, Purinergic P2X7/immunology , Symbiosis/immunology , T-Lymphocytes, Helper-Inducer/immunology , Adenosine Triphosphate/metabolism , Animals , B-Lymphocytes/immunology , Bacteremia/immunology , Genetic Predisposition to Disease , Germinal Center/immunology , Humans , Immunoglobulin A/immunology , Immunoglobulin M/blood , Intestinal Mucosa/microbiology , Lymphocyte Depletion , Mice , Mice, Inbred C57BL , Mice, Knockout , Microbiota/immunology , Peyer's Patches/cytology , Receptors, Purinergic P2X7/genetics , Sepsis/immunology , Sepsis/microbiology
5.
J Biol Chem ; 286(22): 19489-500, 2011 Jun 03.
Article in English | MEDLINE | ID: mdl-21471202

ABSTRACT

Humans lacking sclerostin display progressive bone overgrowth due to increased bone formation. Although it is well established that sclerostin is an osteocyte-secreted bone formation inhibitor, the underlying molecular mechanisms are not fully elucidated. We identified in tandem affinity purification proteomics screens LRP4 (low density lipoprotein-related protein 4) as a sclerostin interaction partner. Biochemical assays with recombinant proteins confirmed that sclerostin LRP4 interaction is direct. Interestingly, in vitro overexpression and RNAi-mediated knockdown experiments revealed that LRP4 specifically facilitates the previously described inhibitory action of sclerostin on Wnt1/ß-catenin signaling. We found the extracellular ß-propeller structured domain of LRP4 to be required for this sclerostin facilitator activity. Immunohistochemistry demonstrated that LRP4 protein is present in human and rodent osteoblasts and osteocytes, both presumed target cells of sclerostin action. Silencing of LRP4 by lentivirus-mediated shRNA delivery blocked sclerostin inhibitory action on in vitro bone mineralization. Notably, we identified two mutations in LRP4 (R1170W and W1186S) in patients suffering from bone overgrowth. We found that these mutations impair LRP4 interaction with sclerostin and its concomitant sclerostin facilitator effect. Together these data indicate that the interaction of sclerostin with LRP4 is required to mediate the inhibitory function of sclerostin on bone formation, thus identifying a novel role for LRP4 in bone.


Subject(s)
Bone Morphogenetic Proteins/metabolism , LDL-Receptor Related Proteins/metabolism , Osteocytes/metabolism , Osteogenesis , Adaptor Proteins, Signal Transducing , Amino Acid Substitution , Animals , Bone Morphogenetic Proteins/genetics , Genetic Markers/genetics , HEK293 Cells , Humans , LDL-Receptor Related Proteins/genetics , Mice , Mutation, Missense , Signal Transduction/genetics , Wnt1 Protein/genetics , Wnt1 Protein/metabolism , beta Catenin/genetics , beta Catenin/metabolism
6.
BMC Bioinformatics ; 9: 352, 2008 Aug 27.
Article in English | MEDLINE | ID: mdl-18727838

ABSTRACT

BACKGROUND: Structural alignment is an important step in protein comparison. Well-established methods exist for solving this problem under the assumption that the structures under comparison are considered as rigid bodies. However, proteins are flexible entities often undergoing movements that alter the positions of domains or subdomains with respect to each other. Such movements can impede the identification of structural equivalences when rigid aligners are used. RESULTS: We introduce a new method called RAPIDO (Rapid Alignment of Proteins in terms of Domains) for the three-dimensional alignment of protein structures in the presence of conformational changes. The flexible aligner is coupled to a genetic algorithm for the identification of structurally conserved regions. RAPIDO is capable of aligning protein structures in the presence of large conformational changes. Structurally conserved regions are reliably detected even if they are discontinuous in sequence but continuous in space and can be used for superpositions revealing subtle differences. CONCLUSION: RAPIDO is more sensitive than other flexible aligners when applied to cases of closely homologues proteins undergoing large conformational changes. When applied to a set of kinase structures it is able to detect similarities that are missed by other alignment algorithms. The algorithm is sufficiently fast to be applied to the comparison of large sets of protein structures.


Subject(s)
Algorithms , Models, Chemical , Models, Molecular , Proteins/chemistry , Proteins/ultrastructure , Sequence Alignment/methods , Sequence Analysis, Protein/methods , Amino Acid Sequence , Computer Simulation , Molecular Sequence Data , Motion , Protein Structure, Tertiary
7.
Nucleic Acids Res ; 31(13): 3625-30, 2003 Jul 01.
Article in English | MEDLINE | ID: mdl-12824381

ABSTRACT

Multidomain proteins predominate in eukaryotic proteomes. Individual functions assigned to different sequence segments combine to create a complex function for the whole protein. While on-line resources are available for revealing globular domains in sequences, there has hitherto been no comprehensive collection of small functional sites/motifs comparable to the globular domain resources, yet these are as important for the function of multidomain proteins. Short linear peptide motifs are used for cell compartment targeting, protein-protein interaction, regulation by phosphorylation, acetylation, glycosylation and a host of other post-translational modifications. ELM, the Eukaryotic Linear Motif server at http://elm.eu.org/, is a new bioinformatics resource for investigating candidate short non-globular functional motifs in eukaryotic proteins, aiming to fill the void in bioinformatics tools. Sequence comparisons with short motifs are difficult to evaluate because the usual significance assessments are inappropriate. Therefore the server is implemented with several logical filters to eliminate false positives. Current filters are for cell compartment, globular domain clash and taxonomic range. In favourable cases, the filters can reduce the number of retained matches by an order of magnitude or more.


Subject(s)
Amino Acid Motifs , Eukaryotic Cells/chemistry , Sequence Analysis, Protein/methods , Software , Internet , Protein Structure, Tertiary , Proteins/chemistry , Proteins/physiology , User-Computer Interface
8.
Nucleic Acids Res ; 31(13): 3709-11, 2003 Jul 01.
Article in English | MEDLINE | ID: mdl-12824399

ABSTRACT

iSPOT (http://cbm.bio.uniroma2.it/ispot) is a web tool developed to infer the recognition specificity of protein module families; it is based on the SPOT procedure that utilizes information from position-specific contacts, derived from the available domain/ligand complexes of known structure, and experimental interaction data to build a database of residue-residue contact frequencies. iSPOT is available to infer the interaction specificity of PDZ, SH3 and WW domains. For each family of protein domains, iSPOT evaluates the probability of interaction between a query domain of the specified families and an input protein/peptide sequence and makes it possible to search for potential binding partners of a given domain within the SWISS-PROT database. The experimentally derived interaction data utilized to build the PDZ, SH3 and WW databases of residue-residue contact frequencies are also accessible. Here we describe the application to the WW family of protein modules.


Subject(s)
Protein Structure, Tertiary , Sequence Analysis, Protein/methods , Software , Binding Sites , Databases, Protein , Internet , Ligands , Proteins/chemistry , Proteins/metabolism , src Homology Domains
9.
Comp Funct Genomics ; 4(4): 416-9, 2003.
Article in English | MEDLINE | ID: mdl-18629081

ABSTRACT

Relatively few protein structures are known, compared to the enormous amount of sequence data produced in the sequencing of different genomes, and relatively few protein complexes are deposited in the PDB with respect to the great amount of interaction data coming from high-throughput experiments (two-hybrid or affinity purification of protein complexes and mass spectrometry). Nevertheless, we can rely on computational techniques for the extraction of high-quality and information-rich data from the known structures and for their spreading in the protein sequence space. We describe here the ongoing research projects in our group: we analyse the protein complexes stored in the PDB and, for each complex involving one domain belonging to a family of interaction domains for which some interaction data are available, we can calculate its probability of interaction with any protein sequence. We analyse the structures of proteins encoding a function specified in a PROSITE pattern, which exhibits relatively low selectivity and specificity, and build extended patterns. To this aim, we consider residues that are well-conserved in the structure, even if their conservation cannot easily be recognized in the sequence alignment of the proteins holding the function. We also analyse protein surface regions and, through the annotation of the solvent-exposed residues, we annotate protein surface patches via a structural comparison performed with stringent parameters and independently of the residue order in the sequence. Local surface comparison may also help in identifying new sequence patterns, which could not be highlighted with other sequence-based methods.

10.
J Mol Biol ; 316(2): 305-15, 2002 Feb 15.
Article in English | MEDLINE | ID: mdl-11851340

ABSTRACT

Nebulin, a giant modular protein from muscle, is thought to act as a molecular ruler in sarcomere assembly. The C terminus of nebulin, located in the sarcomere Z-disk, comprises an SH3 domain, a module well known for its role in protein/protein interactions. SH3 domains are known to recognize proline-rich ligands, which have been classified as type I or type II, depending on their relative orientation with respect to the SH3 domain in the complex formed. Type I ligands are bound with their N terminus at the RT loop of the SH3 domain, while type II ligands are bound with their C terminus at the RT loop. Many SH3 domains can bind peptides of either class. Despite the potential importance of the SH3 domain for the function of nebulin as an integral part of a complex network of interactions, no in vivo partner has been identified so far. We have adopted an integrated approach, which combines bioinformatic tools with experimental validation to identify possible partners of nebulin SH3. Using the program SPOT, we performed an exhaustive screening of the muscle sequence databases. This search identified a number of potential nebulin SH3 partners, which were then tested experimentally for their binding affinity. Synthetic peptides were studied by both fluorescence and NMR spectroscopy. Our results show that nebulin SH3 domain binds selectively to type II peptides. The affinity for a type II peptide, 12 residues long, spanning the sequence of a stretch of titin known to colocalise with nebulin in the Z-disk is in the submicromolar range (0.7 microM). This affinity is among the highest found for SH3/peptide complexes, suggesting that the identified stretch could have significance in vivo. The strategy outlined here is of more general applicability and may provide a valuable tool to identify potential partners of SH3 domains and of other peptide-binding modules.


Subject(s)
Computational Biology/methods , Muscle Proteins/chemistry , Muscle Proteins/metabolism , Peptides/classification , Peptides/metabolism , src Homology Domains , Amino Acid Sequence , Connectin , Databases, Protein , Humans , Ligands , Magnetic Resonance Spectroscopy , Models, Molecular , Peptides/chemical synthesis , Peptides/chemistry , Protein Binding , Protein Conformation , Protein Kinases/chemistry , Protein Kinases/metabolism , Reproducibility of Results , Software , Spectrometry, Fluorescence , Thermodynamics
11.
Science ; 295(5553): 321-4, 2002 Jan 11.
Article in English | MEDLINE | ID: mdl-11743162

ABSTRACT

Peptide recognition modules mediate many protein-protein interactions critical for the assembly of macromolecular complexes. Complete genome sequences have revealed thousands of these domains, requiring improved methods for identifying their physiologically relevant binding partners. We have developed a strategy combining computational prediction of interactions from phage-display ligand consensus sequences with large-scale two-hybrid physical interaction tests. Application to yeast SH3 domains generated a phage-display network containing 394 interactions among 206 proteins and a two-hybrid network containing 233 interactions among 145 proteins. Graph theoretic analysis identified 59 highly likely interactions common to both networks. Las17 (Bee1), a member of the Wiskott-Aldrich Syndrome protein (WASP) family of actin-assembly proteins, showed multiple SH3 interactions, many of which were confirmed in vivo by coimmunoprecipitation.


Subject(s)
Computational Biology , Cytoskeletal Proteins , Proteins/chemistry , Proteins/metabolism , Proteome , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/metabolism , Algorithms , Amino Acid Motifs , Amino Acid Sequence , Binding Sites , Consensus Sequence , Databases, Genetic , Databases, Protein , Fungal Proteins/chemistry , Fungal Proteins/metabolism , Ligands , Molecular Sequence Data , Peptide Library , Peptides/chemistry , Peptides/metabolism , Protein Binding , Protein Structure, Tertiary , Saccharomyces cerevisiae/chemistry , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics , Software , Two-Hybrid System Techniques , Wiskott-Aldrich Syndrome Protein , src Homology Domains
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