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1.
AIChE J ; 66(3)2020 Mar.
Article in English | MEDLINE | ID: mdl-32336757

ABSTRACT

We used the molecular modeling program Rosetta to identify clusters of amino acid substitutions in antibody fragments (scFvs and scAbs) that improve global protein stability and resistance to thermal deactivation. Using this methodology, we increased the melting temperature (Tm) and resistance to heat treatment of an antibody fragment that binds to the Clostridium botulinum hemagglutinin protein (anti-HA33). Two designed antibody fragment variants with two amino acid replacement clusters, designed to stabilize local regions, were shown to have both higher Tm compared to the parental scFv and importantly, to retain full antigen binding activity after 2 hours of incubation at 70 °C. The crystal structure of one thermostabilized scFv variants was solved at 1.6 Å and shown to be in close agreement with the RosettaAntibody model prediction.

3.
Nat Immunol ; 18(8): 889-898, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28604720

ABSTRACT

Engineered crystallizable fragment (Fc) regions of antibody domains, which assume a unique and unprecedented asymmetric structure within the homodimeric Fc polypeptide, enable completely selective binding to the complement component C1q and activation of complement via the classical pathway without any concomitant engagement of the Fcγ receptor (FcγR). We used the engineered Fc domains to demonstrate in vitro and in mouse models that for therapeutic antibodies, complement-dependent cell-mediated cytotoxicity (CDCC) and complement-dependent cell-mediated phagocytosis (CDCP) by immunological effector molecules mediated the clearance of target cells with kinetics and efficacy comparable to those of the FcγR-dependent effector functions that are much better studied, while they circumvented certain adverse reactions associated with FcγR engagement. Collectively, our data highlight the importance of CDCC and CDCP in monoclonal-antibody function and provide an experimental approach for delineating the effect of complement-dependent effector-cell engagement in various therapeutic settings.


Subject(s)
Complement C1q/immunology , Cytotoxicity, Immunologic/immunology , Immunoglobulin Fc Fragments/immunology , Immunoglobulin G/immunology , Immunotherapy , Neoplasms/drug therapy , Phagocytosis/immunology , Receptors, IgG/immunology , Animals , Antibodies, Monoclonal , Burkitt Lymphoma/drug therapy , Burkitt Lymphoma/immunology , Cell Line, Tumor , Chromatography, Gel , Chromatography, Liquid , Complement C1q/metabolism , Crystallization , Crystallography, X-Ray , Enzyme-Linked Immunosorbent Assay , Humans , Immunoglobulin Fc Fragments/metabolism , Immunoglobulin G/metabolism , In Vitro Techniques , Lymphoma, B-Cell/drug therapy , Lymphoma, B-Cell/immunology , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/immunology , Mass Spectrometry , Mice , Neoplasms/immunology , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/immunology , Receptors, IgG/metabolism , Surface Plasmon Resonance , Tandem Mass Spectrometry
5.
Proc Natl Acad Sci U S A ; 113(19): E2636-45, 2016 May 10.
Article in English | MEDLINE | ID: mdl-27114511

ABSTRACT

Elucidating how antigen exposure and selection shape the human antibody repertoire is fundamental to our understanding of B-cell immunity. We sequenced the paired heavy- and light-chain variable regions (VH and VL, respectively) from large populations of single B cells combined with computational modeling of antibody structures to evaluate sequence and structural features of human antibody repertoires at unprecedented depth. Analysis of a dataset comprising 55,000 antibody clusters from CD19(+)CD20(+)CD27(-) IgM-naive B cells, >120,000 antibody clusters from CD19(+)CD20(+)CD27(+) antigen-experienced B cells, and >2,000 RosettaAntibody-predicted structural models across three healthy donors led to a number of key findings: (i) VH and VL gene sequences pair in a combinatorial fashion without detectable pairing restrictions at the population level; (ii) certain VH:VL gene pairs were significantly enriched or depleted in the antigen-experienced repertoire relative to the naive repertoire; (iii) antigen selection increased antibody paratope net charge and solvent-accessible surface area; and (iv) public heavy-chain third complementarity-determining region (CDR-H3) antibodies in the antigen-experienced repertoire showed signs of convergent paired light-chain genetic signatures, including shared light-chain third complementarity-determining region (CDR-L3) amino acid sequences and/or Vκ,λ-Jκ,λ genes. The data reported here address several longstanding questions regarding antibody repertoire selection and development and provide a benchmark for future repertoire-scale analyses of antibody responses to vaccination and disease.


Subject(s)
Antibodies/chemistry , Antibodies/immunology , Antigen-Antibody Complex/chemistry , Antigen-Antibody Complex/immunology , High-Throughput Nucleotide Sequencing/methods , Sequence Alignment/methods , Amino Acid Sequence , Antibodies/genetics , Antigen-Antibody Complex/genetics , Base Sequence , Computer Simulation , High-Throughput Screening Assays/methods , Humans , Models, Chemical , Models, Genetic , Models, Immunological , Sequence Homology, Amino Acid
6.
Sci Rep ; 5: 13926, 2015 09 10.
Article in English | MEDLINE | ID: mdl-26355042

ABSTRACT

The ongoing evolution of Ebolaviruses poses significant challenges to the development of immunodiagnostics for detecting emergent viral variants. There is a critical need for the discovery of monoclonal antibodies with distinct affinities and specificities for different Ebolaviruses. We developed an efficient technology for the rapid discovery of a plethora of antigen-specific monoclonal antibodies from immunized animals by mining the VH:VL paired antibody repertoire encoded by highly expanded B cells in the draining popliteal lymph node (PLN). This approach requires neither screening nor selection for antigen-binding. Specifically we show that mouse immunization with Ebola VLPs gives rise to a highly polarized antibody repertoire in CD138(+) antibody-secreting cells within the PLN. All highly expanded antibody clones (7/7 distinct clones/animal) were expressed recombinantly, and shown to recognize the VLPs used for immunization. Using this approach we obtained diverse panels of antibodies including: (i) antibodies with high affinity towards GP; (ii) antibodies which bound Ebola VLP Kissidougou-C15, the strain circulating in the recent West African outbreak; (iii) non-GP binding antibodies that recognize wild type Sudan or Bundibugyo viruses that have 39% and 37% sequence divergence from Ebola virus, respectively and (iv) antibodies to the Reston virus GP for which no antibodies have been reported.


Subject(s)
Antibodies, Viral/immunology , Ebolavirus/immunology , Hemorrhagic Fever, Ebola/immunology , Animals , Antibodies, Viral/genetics , Antibody Formation/genetics , Antibody Formation/immunology , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , Cross Reactions , Disease Models, Animal , Epitopes/genetics , Epitopes/immunology , Hemorrhagic Fever, Ebola/genetics , Humans , Immunization , Immunoglobulin G/genetics , Immunoglobulin G/immunology , Immunoglobulin Heavy Chains/genetics , Immunoglobulin Heavy Chains/immunology , Immunoglobulin Light Chains/genetics , Immunoglobulin Light Chains/immunology , Immunoglobulin Variable Region/genetics , Immunoglobulin Variable Region/immunology , Lymph Nodes/immunology , Mice , Phenotype , Protein Binding/immunology
7.
J Virol ; 89(22): 11643-53, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26355089

ABSTRACT

UNLABELLED: Animal viruses frequently cause zoonotic disease in humans. As these viruses are highly diverse, evaluating the threat that they pose remains a major challenge, and efficient approaches are needed to rapidly predict virus-host compatibility. Here, we develop a combined computational and experimental approach to assess the compatibility of New World arenaviruses, endemic in rodents, with the host TfR1 entry receptors of different potential new host species. Using signatures of positive selection, we identify a small motif on rodent TfR1 that conveys species specificity to the entry of viruses into cells. However, we show that mutations in this region affect the entry of each arenavirus differently. For example, a human single nucleotide polymorphism (SNP) in this region, L212V, makes human TfR1 a weaker receptor for one arenavirus, Machupo virus, but a stronger receptor for two other arenaviruses, Junin and Sabia viruses. Collectively, these findings set the stage for potential evolutionary trade-offs, where natural selection for resistance to one virus may make humans or rodents susceptible to other arenavirus species. Given the complexity of this host-virus interplay, we propose a computational method to predict these interactions, based on homology modeling and computational docking of the virus-receptor protein-protein interaction. We demonstrate the utility of this model for Machupo virus, for which a suitable cocrystal structural template exists. Our model effectively predicts whether the TfR1 receptors of different species will be functional receptors for Machupo virus entry. Approaches such at this could provide a first step toward computationally predicting the "host jumping" potential of a virus into a new host species. IMPORTANCE: We demonstrate how evolutionary trade-offs may exist in the dynamic evolutionary interplay between viruses and their hosts, where natural selection for resistance to one virus could make humans or rodents susceptible to other virus species. We present an algorithm that predicts which species have cell surface receptors that make them susceptible to Machupo virus, based on computational docking of protein structures. Few molecular models exist for predicting the risk of spillover of a particular animal virus into humans or new animal populations. Our results suggest that a combination of evolutionary analysis, structural modeling, and experimental verification may provide an efficient approach for screening and assessing the potential spillover risks of viruses circulating in animal populations.


Subject(s)
Antigens, CD/genetics , Arenaviruses, New World/physiology , Host Specificity , Receptors, Transferrin/genetics , Receptors, Virus/metabolism , Virus Attachment , Algorithms , Animals , Cell Line, Tumor , Computational Biology/methods , Disease Resistance/genetics , Dogs , HEK293 Cells , Humans , Molecular Docking Simulation , Receptors, Transferrin/metabolism , Receptors, Virus/ultrastructure , Virus Internalization
8.
Proc Natl Acad Sci U S A ; 111(6): 2259-64, 2014 Feb 11.
Article in English | MEDLINE | ID: mdl-24469811

ABSTRACT

Most vaccines confer protection via the elicitation of serum antibodies, yet more than 100 y after the discovery of antibodies, the molecular composition of the human serum antibody repertoire to an antigen remains unknown. Using high-resolution liquid chromatography tandem MS proteomic analyses of serum antibodies coupled with next-generation sequencing of the V gene repertoire in peripheral B cells, we have delineated the human serum IgG and B-cell receptor repertoires following tetanus toxoid (TT) booster vaccination. We show that the TT(+) serum IgG repertoire comprises ∼100 antibody clonotypes, with three clonotypes accounting for >40% of the response. All 13 recombinant IgGs examined bound to vaccine antigen with Kd ∼ 10(-8)-10(-10) M. Five of 13 IgGs recognized the same linear epitope on TT, occluding the binding site used by the toxin for cell entry, suggesting a possible explanation for the mechanism of protection conferred by the vaccine. Importantly, only a small fraction (<5%) of peripheral blood plasmablast clonotypes (CD3(-)CD14(-)CD19(+)CD27(++)CD38(++)CD20(-)TT(+)) at the peak of the response (day 7), and an even smaller fraction of memory B cells, were found to encode antibodies that could be detected in the serological memory response 9 mo postvaccination. This suggests that only a small fraction of responding peripheral B cells give rise to the bone marrow long-lived plasma cells responsible for the production of biologically relevant amounts of vaccine-specific antibodies (near or above the Kd). Collectively, our results reveal the nature and dynamics of the serological response to vaccination with direct implications for vaccine design and evaluation.


Subject(s)
Antibodies, Bacterial/biosynthesis , Tetanus Toxoid/administration & dosage , Amino Acid Sequence , Antibodies, Bacterial/chemistry , B-Lymphocytes/immunology , Chromatography, Liquid , Humans , Immunophenotyping , Molecular Sequence Data , Tandem Mass Spectrometry
9.
Chem Biol ; 19(4): 507-17, 2012 Apr 20.
Article in English | MEDLINE | ID: mdl-22520757

ABSTRACT

Photocontrol of functional peptides is a powerful tool for spatial and temporal control of cell signaling events. We show that the genetically encoded light-sensitive LOV2 domain of Avena Sativa phototropin 1 (AsLOV2) can be used to reversibly photomodulate the affinity of peptides for their binding partners. Sequence analysis and molecular modeling were used to embed two peptides into the Jα helix of the AsLOV2 domain while maintaining AsLOV2 structure in the dark but allowing for binding to effector proteins when the Jα helix unfolds in the light. Caged versions of the ipaA and SsrA peptides, LOV-ipaA and LOV-SsrA, bind their targets with 49- and 8-fold enhanced affinity in the light, respectively. These switches can be used as general tools for light-dependent colocalization, which we demonstrate with photo-activable gene transcription in yeast.


Subject(s)
Avena/metabolism , Peptides/metabolism , Phototropins/metabolism , Amino Acid Sequence , Kinetics , Light , Molecular Sequence Data , Peptides/chemistry , Phototropins/chemistry , Protein Binding , Protein Structure, Tertiary , Vinculin/metabolism
10.
Nature ; 461(7260): 104-8, 2009 Sep 03.
Article in English | MEDLINE | ID: mdl-19693014

ABSTRACT

The precise spatio-temporal dynamics of protein activity are often critical in determining cell behaviour, yet for most proteins they remain poorly understood; it remains difficult to manipulate protein activity at precise times and places within living cells. Protein activity has been controlled by light, through protein derivatization with photocleavable moieties or using photoreactive small-molecule ligands. However, this requires use of toxic ultraviolet wavelengths, activation is irreversible, and/or cell loading is accomplished via disruption of the cell membrane (for example, through microinjection). Here we have developed a new approach to produce genetically encoded photoactivatable derivatives of Rac1, a key GTPase regulating actin cytoskeletal dynamics in metazoan cells. Rac1 mutants were fused to the photoreactive LOV (light oxygen voltage) domain from phototropin, sterically blocking Rac1 interactions until irradiation unwound a helix linking LOV to Rac1. Photoactivatable Rac1 (PA-Rac1) could be reversibly and repeatedly activated using 458- or 473-nm light to generate precisely localized cell protrusions and ruffling. Localized Rac activation or inactivation was sufficient to produce cell motility and control the direction of cell movement. Myosin was involved in Rac control of directionality but not in Rac-induced protrusion, whereas PAK was required for Rac-induced protrusion. PA-Rac1 was used to elucidate Rac regulation of RhoA in cell motility. Rac and Rho coordinate cytoskeletal behaviours with seconds and submicrometre precision. Their mutual regulation remains controversial, with data indicating that Rac inhibits and/or activates Rho. Rac was shown to inhibit RhoA in mouse embryonic fibroblasts, with inhibition modulated at protrusions and ruffles. A PA-Rac crystal structure and modelling revealed LOV-Rac interactions that will facilitate extension of this photoactivation approach to other proteins.


Subject(s)
Cell Movement , Genetic Engineering/methods , rac1 GTP-Binding Protein/genetics , rac1 GTP-Binding Protein/metabolism , Animals , Avena/genetics , Cell Line , Cell Movement/radiation effects , Cell Surface Extensions , Cell Survival , Cryptochromes , Crystallization , Crystallography, X-Ray , Embryo, Mammalian/cytology , Enzyme Activation/radiation effects , Fibroblasts , Flavoproteins/chemistry , Flavoproteins/genetics , Flavoproteins/metabolism , Fluorescence Recovery After Photobleaching , HeLa Cells , Humans , Mice , Models, Molecular , Myosins/metabolism , Protein Conformation , rac1 GTP-Binding Protein/chemistry , rac1 GTP-Binding Protein/radiation effects , rho GTP-Binding Proteins/antagonists & inhibitors , rho GTP-Binding Proteins/metabolism , rhoA GTP-Binding Protein
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