1
|
Korenkov M, Zehner M, Cohen-Dvashi H, Borenstein-Katz A, Kottege L, Janicki H, Vanshylla K, Weber T, Gruell H, Koch M, Diskin R, Kreer C, Klein F. Somatic hypermutation introduces bystander mutations that prepare SARS-CoV-2 antibodies for emerging variants. Immunity 2023; 56:2803-2815.e6. [PMID: 38035879 DOI: 10.1016/j.immuni.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/19/2023] [Accepted: 11/06/2023] [Indexed: 12/02/2023]
Abstract
Somatic hypermutation (SHM) drives affinity maturation and continues over months in SARS-CoV-2-neutralizing antibodies (nAbs). However, several potent SARS-CoV-2 antibodies carry no or only a few mutations, leaving the question of how ongoing SHM affects neutralization unclear. Here, we reverted variable region mutations of 92 antibodies and tested their impact on SARS-CoV-2 binding and neutralization. Reverting higher numbers of mutations correlated with decreasing antibody functionality. However, for some antibodies, including antibodies of the public clonotype VH1-58, neutralization of Wu01 remained unaffected. Although mutations were dispensable for Wu01-induced VH1-58 antibodies to neutralize Alpha, Beta, and Delta variants, they were critical for Omicron BA.1/BA.2 neutralization. We exploited this knowledge to convert the clinical antibody tixagevimab into a BA.1/BA.2 neutralizer. These findings broaden our understanding of SHM as a mechanism that not only improves antibody responses during affinity maturation but also contributes to antibody diversification, thus increasing the chances of neutralizing viral escape variants.
Collapse
Affiliation(s)
- Michael Korenkov
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Matthias Zehner
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Hadas Cohen-Dvashi
- Department of Chemical and Structural Biology, Weizmann Institute of Science, 76100 Rehovot, Israel
| | - Aliza Borenstein-Katz
- Department of Chemical and Structural Biology, Weizmann Institute of Science, 76100 Rehovot, Israel
| | - Lisa Kottege
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Hanna Janicki
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Kanika Vanshylla
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Timm Weber
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Henning Gruell
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Manuel Koch
- Institute for Dental Research and Oral Musculoskeletal Biology and Center for Biochemistry, University of Cologne, 50931 Cologne, Germany
| | - Ron Diskin
- Department of Chemical and Structural Biology, Weizmann Institute of Science, 76100 Rehovot, Israel
| | - Christoph Kreer
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany.
| | - Florian Klein
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany; German Center for Infection Research, Partner Site Bonn-Cologne, 50931 Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), University of Cologne, 50931 Cologne, Germany.
| |
Collapse
|
2
|
Del Pozo-Yauner L, Herrera GA, Perez Carreon JI, Turbat-Herrera EA, Rodriguez-Alvarez FJ, Ruiz Zamora RA. Role of the mechanisms for antibody repertoire diversification in monoclonal light chain deposition disorders: when a friend becomes foe. Front Immunol 2023; 14:1203425. [PMID: 37520549 PMCID: PMC10374031 DOI: 10.3389/fimmu.2023.1203425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 06/20/2023] [Indexed: 08/01/2023] Open
Abstract
The adaptive immune system of jawed vertebrates generates a highly diverse repertoire of antibodies to meet the antigenic challenges of a constantly evolving biological ecosystem. Most of the diversity is generated by two mechanisms: V(D)J gene recombination and somatic hypermutation (SHM). SHM introduces changes in the variable domain of antibodies, mostly in the regions that form the paratope, yielding antibodies with higher antigen binding affinity. However, antigen recognition is only possible if the antibody folds into a stable functional conformation. Therefore, a key force determining the survival of B cell clones undergoing somatic hypermutation is the ability of the mutated heavy and light chains to efficiently fold and assemble into a functional antibody. The antibody is the structural context where the selection of the somatic mutations occurs, and where both the heavy and light chains benefit from protective mechanisms that counteract the potentially deleterious impact of the changes. However, in patients with monoclonal gammopathies, the proliferating plasma cell clone may overproduce the light chain, which is then secreted into the bloodstream. This places the light chain out of the protective context provided by the quaternary structure of the antibody, increasing the risk of misfolding and aggregation due to destabilizing somatic mutations. Light chain-derived (AL) amyloidosis, light chain deposition disease (LCDD), Fanconi syndrome, and myeloma (cast) nephropathy are a diverse group of diseases derived from the pathologic aggregation of light chains, in which somatic mutations are recognized to play a role. In this review, we address the mechanisms by which somatic mutations promote the misfolding and pathological aggregation of the light chains, with an emphasis on AL amyloidosis. We also analyze the contribution of the variable domain (VL) gene segments and somatic mutations on light chain cytotoxicity, organ tropism, and structure of the AL fibrils. Finally, we analyze the most recent advances in the development of computational algorithms to predict the role of somatic mutations in the cardiotoxicity of amyloidogenic light chains and discuss the challenges and perspectives that this approach faces.
Collapse
Affiliation(s)
- Luis Del Pozo-Yauner
- Department of Pathology, University of South Alabama-College of Medicine, Mobile, AL, United States
| | - Guillermo A. Herrera
- Department of Pathology, University of South Alabama-College of Medicine, Mobile, AL, United States
| | | | - Elba A. Turbat-Herrera
- Department of Pathology, University of South Alabama-College of Medicine, Mobile, AL, United States
- Mitchell Cancer Institute, University of South Alabama-College of Medicine, Mobile, AL, United States
| | | | | |
Collapse
|
3
|
Choi HL, Yang HR, Shin HG, Hwang K, Kim JW, Lee JH, Ryu T, Jung Y, Lee S. Generation and Next-Generation Sequencing-Based Characterization of a Large Human Combinatorial Antibody Library. Int J Mol Sci 2023; 24:ijms24066011. [PMID: 36983085 PMCID: PMC10057307 DOI: 10.3390/ijms24066011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/04/2023] [Accepted: 03/21/2023] [Indexed: 03/30/2023] Open
Abstract
Antibody phage display is a key technology for the discovery and development of target-specific monoclonal antibodies (mAbs) for use in research, diagnostics, and therapy. The construction of a high-quality antibody library, with larger and more diverse antibody repertoires, is essential for the successful development of phage display-derived mAbs. In this study, a large human combinatorial single-chain variable fragment library (1.5 × 1011 colonies) was constructed from Epstein-Barr virus-infected human peripheral blood mononuclear cells stimulated with a combination of two of the activators of human B cells, the Toll-like receptor 7/8 agonist R848 and interleukin-2. Next-generation sequencing analysis with approximately 1.9 × 106 and 2.7 × 106 full-length sequences of heavy chain variable (VH) and κ light chain variable (Vκ) domains, respectively, revealed that the library consists of unique VH (approximately 94%) and Vκ (approximately 91%) sequences with greater diversity than germline sequences. Lastly, multiple unique mAbs with high affinity and broad cross-species reactivity could be isolated from the library against two therapeutically relevant target antigens, validating the library quality. These findings suggest that the novel antibody library we have developed may be useful for the rapid development of target-specific phage display-derived recombinant human mAbs for use in therapeutic and diagnostic applications.
Collapse
Affiliation(s)
- Hye Lim Choi
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea
| | - Ha Rim Yang
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea
| | - Ha Gyeong Shin
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea
| | - Kyusang Hwang
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea
| | - Ji Woong Kim
- Department of Chemistry, Kookmin University, Seoul 02707, Republic of Korea
| | - Ji Hyun Lee
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea
| | - Taehoon Ryu
- ATG Lifetech Inc., Seoul 08507, Republic of Korea
| | - Yushin Jung
- ATG Lifetech Inc., Seoul 08507, Republic of Korea
| | - Sukmook Lee
- Department of Biopharmaceutical Chemistry, Kookmin University, Seoul 02707, Republic of Korea
- Department of Applied Chemistry, Kookmin University, Seoul 02707, Republic of Korea
- Antibody Research Institute, Kookmin University, Seoul 02707, Republic of Korea
| |
Collapse
|
4
|
Discovery of Novel Transketolase Epitopes and the Development of IgG-Based Tuberculosis Serodiagnostics. Microbiol Spectr 2023; 11:e0337722. [PMID: 36651770 PMCID: PMC9927582 DOI: 10.1128/spectrum.03377-22] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Despite advances in rapid molecular techniques for tuberculosis (TB) diagnostics, there is an unmet need for a point-of-care, nonsputum-based test. Previously, through a T7 phage antigen display platform and immunoscreening, we identified that the serum IgGs of active TB patients differentially bind to several antigen-clones and that this immunoreactivity discriminates TB from other respiratory diseases. One of these high-performance clones has some homology to the transketolase of Mycobacterium tuberculosis (M.tb TKT). In this study, we developed a direct enzyme-linked immunosorbent assay (ELISA) detecting IgG against the TKT antigen-clone (TKTμ). Through sequence alignment and in silico analysis, we designed two more peptides with potential antigenicity that correspond to M.tb-specific transketolase (M.tb TKT1 and M.tb TKT3) epitopes. After the development and standardization of a direct peptide ELISA for three peptides, we tested 292 subjects, including TB (n = 101), latent tuberculosis infection (LTBI) (n = 49), healthy controls (n = 66), and sarcoidosis (n = 76). We randomly assigned 60% of the subjects to a training set to create optimal models to distinguish positive TB samples, and the remaining 40% were used to validate the diagnostic power of the IgG-based assays that were developed in the training set. Antibodies against M.tb TKT3 yielded the highest sensitivity (0.845), and these were followed by TKTμ (0.817) and M.tb TKT1 (0.732). The specificities obtained by TKTμ, M.tb TKT3, and M.tb TKT1 on the test sets were 1, 0.95, and 0.875, respectively. The model using TKTμ obtained a perfect positive predictive value (PPV) of 1, and this was followed by M.tb TKT3 (0.968) and M.tb TKT1 (0.912). These results show that IgG antibodies against transketolase can discriminate active TB against LTBI, sarcoidosis, and controls. IMPORTANCE There is an unmet need for a point-of-care, nonsputum-based TB test. Through the immunoscreening of a novel T7 phage library, we identified classifiers that specifically bind to IgGs in active TB sera. We discovered that one of these clones is aligned with Mycobacterium tuberculosis transketolase (TKT). TKT is an essential enzyme for Mycobacterium tuberculosis growth. We designed three TKT epitopes (TKTμ, TKT1, and TKT3) to detect TKT-specific IgGs. After the development and standardization of three different ELISA-utilizing TKT peptides, we tested 292 subjects, including active TB, LTBI, healthy controls, and sarcoidosis. Rigorous statistical analyses using training and validation sets showed that ELISA-based detections of specific IgGs against TKT3 and TKTμ have the greatest sensitivity, specificity, and accuracy to distinguish active TB subjects from others, even LTBI. Our work provides a novel scientific platform from which to further develop a point-of-care test, thereby aiding in faster TB diagnoses.
Collapse
|
5
|
Mallaby J, Ng J, Stewart A, Sinclair E, Dunn-Walters D, Hershberg U. Chickens, more than humans, focus the diversity of their immunoglobulin genes on the complementarity-determining region but utilise amino acids, indicative of a more cross-reactive antibody repertoire. Front Immunol 2022; 13:837246. [PMID: 36569888 PMCID: PMC9772431 DOI: 10.3389/fimmu.2022.837246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 11/21/2022] [Indexed: 12/12/2022] Open
Abstract
The mechanisms of B-cell diversification differ greatly between aves and mammals, but both produce B cells and antibodies capable of supporting an effective immune response. To see how differences in the generation of diversity might affect overall repertoire diversity, we have compared the diversity characteristics of immunoglobulin genes from domestic chickens to those from humans. Both use V(D)J gene rearrangement and somatic hypermutation, but only chickens use somatic gene conversion. A range of diversity analysis tools were used to investigate multiple aspects of amino acid diversity at both the germline and repertoire levels. The effect of differing amino acid usages on antibody characteristics was assessed. At both the germline and repertoire levels, chickens exhibited lower amino acid diversity in comparison to the human immunoglobulin genes, especially outside of the complementarity-determining region (CDR). Chickens were also found to possess much larger and more hydrophilic CDR3s with a higher predicted protein binding potential, suggesting that the antigen-binding site in chicken antibodies is more flexible and more polyreactive than that seen in human antibodies.
Collapse
Affiliation(s)
- Jessica Mallaby
- Department of Bioscience and Medicine, University of Surrey, Guildford, United Kingdom
| | - Joseph Ng
- Randall Centre for Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Alex Stewart
- Department of Bioscience and Medicine, University of Surrey, Guildford, United Kingdom
| | - Emma Sinclair
- Department of Bioscience and Medicine, University of Surrey, Guildford, United Kingdom
| | - Deborah Dunn-Walters
- Department of Bioscience and Medicine, University of Surrey, Guildford, United Kingdom
| | - Uri Hershberg
- Department of Human Biology, University of Haifa, Haifa, Israel
| |
Collapse
|
6
|
Wang H, Yan K, Wang R, Yang Y, Shen Y, Yu C, Chen L. Antibody heavy chain CDR3 length-dependent usage of human IGHJ4 and IGHJ6 germline genes. Antib Ther 2021; 4:101-108. [PMID: 34195544 PMCID: PMC8237691 DOI: 10.1093/abt/tbab010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 06/07/2021] [Accepted: 06/10/2021] [Indexed: 12/26/2022] Open
Abstract
Therapeutic antibody discovery using synthetic diversity has been proved productive, especially for target proteins not suitable for traditional animal immunization-based antibody discovery approaches. Recently, many lines of evidences suggest that the quality of synthetic diversity design limits the development success of synthetic antibody hits. The aim of our study is to understand the quality limitation and to properly address the challenges with a better design. Using VH3–23 as a model framework, we observed and quantitatively mapped CDR-H3 loop length-dependent usage of human IGHJ4 and IGHJ6 germline genes in the natural human immune repertoire. Skewed usage of DH2-JH6 and DH3-JH6 rearrangements was quantitatively determined in a CDR-H3 length-dependent manner in natural human antibodies with long CDR-H3 loops. Structural modeling suggests choices of JH help to stabilize antibody CDR-H3 loop and JH only partially contributes to the paratope. Our observations shed light on the design of next-generation synthetic diversity with improved probability of success.
Collapse
Affiliation(s)
- Huimin Wang
- College of Life Science and Technology, Beijing University of Chemical Technology, #15 Beisanhuandong Rd, Chaoyang District, Beijing 100029, China
| | - Kai Yan
- Biotherapeutics, Biocytogen Pharmaceuticals (Beijing) Co. Ltd., #12 Baoshennan St, Daxing District, Beijing 102629, China
| | - Ruixue Wang
- Biotherapeutics, Biocytogen Pharmaceuticals (Beijing) Co. Ltd., #12 Baoshennan St, Daxing District, Beijing 102629, China
| | - Yi Yang
- Biotherapeutics, Biocytogen Pharmaceuticals (Beijing) Co. Ltd., #12 Baoshennan St, Daxing District, Beijing 102629, China
| | - Yuelei Shen
- Biotherapeutics, Biocytogen Pharmaceuticals (Beijing) Co. Ltd., #12 Baoshennan St, Daxing District, Beijing 102629, China
| | - Changyuan Yu
- College of Life Science and Technology, Beijing University of Chemical Technology, #15 Beisanhuandong Rd, Chaoyang District, Beijing 100029, China
| | - Lei Chen
- Biotherapeutics, Biocytogen Pharmaceuticals (Beijing) Co. Ltd., #12 Baoshennan St, Daxing District, Beijing 102629, China
| |
Collapse
|
7
|
Prabakaran P, Rao SP, Wendt M. Animal immunization merges with innovative technologies: A new paradigm shift in antibody discovery. MAbs 2021; 13:1924347. [PMID: 33947305 PMCID: PMC8118498 DOI: 10.1080/19420862.2021.1924347] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Animal-derived antibody sources, particularly, transgenic mice that are engineered with human immunoglobulin loci, along with advanced antibody generation technology platforms have facilitated the discoveries of human antibody therapeutics. For example, isolation of antigen-specific B cells, microfluidics, and next-generation sequencing have emerged as powerful tools for identifying and developing monoclonal antibodies (mAbs). These technologies enable not only antibody drug discovery but also lead to the understanding of B cell biology, immune mechanisms and immunogenetics of antibodies. In this perspective article, we discuss the scientific merits of animal immunization combined with advanced methods for antibody generation as compared to animal-free alternatives through in-vitro-generated antibody libraries. The knowledge gained from animal-derived antibodies concerning the recombinational diversity, somatic hypermutation patterns, and physiochemical properties is found more valuable and prerequisite for developing in vitro libraries, as well as artificial intelligence/machine learning methods to discover safe and effective mAbs.
Collapse
Affiliation(s)
- Ponraj Prabakaran
- Biologics Research US, Global Large Molecules Research, Sanofi, Framingham, MA, USA
| | - Sambasiva P Rao
- Biologics Research US, Global Large Molecules Research, Sanofi, Framingham, MA, USA
| | - Maria Wendt
- Biologics Research US, Global Large Molecules Research, Sanofi, Framingham, MA, USA
| |
Collapse
|
8
|
Lai JY, Lim TS. Infectious disease antibodies for biomedical applications: A mini review of immune antibody phage library repertoire. Int J Biol Macromol 2020; 163:640-648. [PMID: 32650013 PMCID: PMC7340592 DOI: 10.1016/j.ijbiomac.2020.06.268] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 06/21/2020] [Accepted: 06/28/2020] [Indexed: 12/18/2022]
Abstract
Antibody phage display is regarded as a critical tool for the development of monoclonal antibodies for infectious diseases. The different classes of antibody libraries are classified based on the source of repertoire used to generate the libraries. Immune antibody libraries are generated from disease infected host or immunization against an infectious agent. Antibodies derived from immune libraries are distinct from those derived from naïve libraries as the host's in vivo immune mechanisms shape the antibody repertoire to yield high affinity antibodies. As the immune system is constantly evolving in accordance to the health state of an individual, immune libraries can offer more than just infection-specific antibodies but also antibodies derived from the memory B-cells much like naïve libraries. The combinatorial nature of the gene cloning process would give rise to a combination of natural and un-natural antibody gene pairings in the immune library. These factors have a profound impact on the coverage of immune antibody libraries to target both disease-specific and non-disease specific antigens. This review looks at the diverse nature of antibody responses for immune library generation and discusses the extended potential of a disease-specified immune library in the context of phage display.
Collapse
Affiliation(s)
- Jing Yi Lai
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia; Analytical Biochemistry Research Centre, Universiti Sains Malaysia, 11800 Penang, Malaysia.
| |
Collapse
|
9
|
Singh SM, Castellani CA, Hill KA. Postzygotic Somatic Mutations in the Human Brain Expand the Threshold-Liability Model of Schizophrenia. Front Psychiatry 2020; 11:587162. [PMID: 33192734 PMCID: PMC7642466 DOI: 10.3389/fpsyt.2020.587162] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 09/22/2020] [Indexed: 12/11/2022] Open
Abstract
The search for what causes schizophrenia has been onerous. This research has included extensive assessment of a variety of genetic and environmental factors using ever emerging high-resolution technologies and traditional understanding of the biology of the brain. These efforts have identified a large number of schizophrenia-associated genes, some of which are altered by mutational and epi-mutational mechanisms in a threshold liability model of schizophrenia development. The results, however, have limited predictability and the actual cause of the disease remains unknown. This current state asks for conceptualizing the problem differently in light of novel insights into the nature of mutations, the biology of the brain and the fine precision and resolution of emerging technologies. There is mounting evidence that mutations acquired during postzygotic development are more common than germline mutations. Also, the postzygotic somatic mutations including epimutations (PZMs), which often lead to somatic mosaicism, are relatively common in the mammalian brain in comparison to most other tissues and PZMs are more common in patients with neurodevelopmental mental disorders, including schizophrenia. Further, previously inaccessible, detection of PZMs is becoming feasible with the advent of novel technologies that include single-cell genomics and epigenomics and the use of exquisite experimental designs including use of monozygotic twins discordant for the disease. These developments allow us to propose a working hypothesis and expand the threshold liability model of schizophrenia that already encompasses familial genetic, epigenetic and environmental factors to include somatic de novo PZMs. Further, we offer a test for this expanded model using currently available genome sequences and methylome data on monozygotic twins discordant for schizophrenia (MZD) and their parents. The results of this analysis argue that PZMs play a significant role in the development of schizophrenia and explain extensive heterogeneity seen across patients. It also offers the potential to convincingly link PZMs to both nervous system health and disease, an area that has remained challenging to study and relatively under explored.
Collapse
Affiliation(s)
- Shiva M. Singh
- Molecular Genetics Unit, Department of Biology, The University of Western Ontario, London, ON, Canada
| | | | - Kathleen A. Hill
- Molecular Genetics Unit, Department of Biology, The University of Western Ontario, London, ON, Canada
| |
Collapse
|
10
|
Liu Q, Lai YT, Zhang P, Louder MK, Pegu A, Rawi R, Asokan M, Chen X, Shen CH, Chuang GY, Yang ES, Miao H, Wang Y, Fauci AS, Kwong PD, Mascola JR, Lusso P. Improvement of antibody functionality by structure-guided paratope engraftment. Nat Commun 2019; 10:721. [PMID: 30760721 PMCID: PMC6374468 DOI: 10.1038/s41467-019-08658-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Accepted: 01/18/2019] [Indexed: 01/19/2023] Open
Abstract
Broadly neutralizing antibodies (bNAbs) represent a promising alternative to antiretroviral drugs for HIV-1 prevention and treatment. Selected antibodies to the CD4-binding site bolster envelope trimer binding via quaternary contacts. Here, we rationally engraft a new paratope, i.e., the extended heavy-chain framework region 3 (FR3) loop of VRC03, which mediates quaternary interaction, onto several potent bNAbs, enabling them to reach an adjacent gp120 protomer. The interactive quaternary surface is delineated by solving the crystal structure of two FR3 loop-chimeric antibodies. Chimerization enhances the neutralizing activity of several potent bNAbs against a majority of global HIV-1 strains. Compared to unmodified antibodies, chimeric antibodies display lower autoreactivity and prolonged in vivo half-life in huFcRn mice and rhesus macaques. Thus, paratope engraftment may be used to expand the epitope repertory of natural antibodies, improving their functionality for disease prevention and treatment. Quaternary contacts mediated by an extended heavy-chain framework region 3 (FR3) have been shown to improve binding to HIV envelope and virus neutralization for a few antibodies. Here, Liu et al. engraft such an FR3 loop onto several potent broadly neutralizing antibodies, resulting in improved neutralization activity and pharmacokinetics.
Collapse
Affiliation(s)
- Qingbo Liu
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Yen-Ting Lai
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Peng Zhang
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Mark K Louder
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Amarendra Pegu
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Reda Rawi
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Mangaiarkarasi Asokan
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Xuejun Chen
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Chen-Hsiang Shen
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Gwo-Yu Chuang
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Eun Sung Yang
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Huiyi Miao
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Yuge Wang
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Anthony S Fauci
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Peter D Kwong
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - John R Mascola
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA
| | - Paolo Lusso
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, 20892, USA.
| |
Collapse
|
11
|
Almhjell PJ, Boville CE, Arnold FH. Engineering enzymes for noncanonical amino acid synthesis. Chem Soc Rev 2018; 47:8980-8997. [PMID: 30280154 PMCID: PMC6434697 DOI: 10.1039/c8cs00665b] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The standard proteinogenic amino acids grant access to a myriad of chemistries that harmonize to create life. Outside of these twenty canonical protein building blocks are countless noncanonical amino acids (ncAAs), either found in nature or created by man. Interest in ncAAs has grown as research has unveiled their importance as precursors to natural products and pharmaceuticals, biological probes, and more. Despite their broad applications, synthesis of ncAAs remains a challenge, as poor stereoselectivity and low functional-group compatibility stymie effective preparative routes. The use of enzymes has emerged as a versatile approach to prepare ncAAs, and nature's enzymes can be engineered to synthesize ncAAs more efficiently and expand the amino acid alphabet. In this tutorial review, we briefly outline different enzyme engineering strategies and then discuss examples where engineering has generated new 'ncAA synthases' for efficient, environmentally benign production of a wide and growing collection of valuable ncAAs.
Collapse
Affiliation(s)
- Patrick J Almhjell
- Division of Chemistry and Chemical Engineering 210-41, California Institute of Technology, 1200 East California Boulevard, Pasadena, California 91125, USA.
| | | | | |
Collapse
|
12
|
Weppner G, Ohlei O, Hammers CM, Holl-Ulrich K, Voswinkel J, Bischof J, Hasselbacher K, Riemekasten G, Lamprecht P, Ibrahim S, Iking-Konert C, Recke A, Müller A. In situ detection of PR3-ANCA + B cells and alterations in the variable region of immunoglobulin genes support a role of inflamed tissue in the emergence of auto-reactivity in granulomatosis with polyangiitis. J Autoimmun 2018; 93:89-103. [PMID: 30054207 DOI: 10.1016/j.jaut.2018.07.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 07/01/2018] [Indexed: 10/28/2022]
Abstract
Circulating anti-neutrophilic cytoplasmic autoantibodies targeting proteinase 3 (PR3-ANCA) are a diagnostic and pathogenic hallmark of granulomatosis with polyangiitis (GPA). It is, however, incompletely understood if inflamed tissue supports presence or emergence of PR3-ANCA+ B cells. In search of such cells in inflamed tissue of GPA, immunofluorescence staining for IgG and a common PR3-ANCA idiotype (5/7 Id) was undertaken. Few 5/7 Id+/IgG+ B cells were detected in respiratory and kidney tissue of GPA. To gain more insight into surrogate markers possibly indicative of an anti-PR3-response, a meta-analysis comprising IGVH and IGVL genes derived from respiratory tract tissue of GPA (231 clones) was performed. Next generation sequencing-based IGHV genes derived from peripheral blood of healthy donors (244.353 clones) and previously published IGLV genes (148 clones) served as controls. Additionally, Ig genes of three murine and five known human monoclonal anti-PR3 antibodies were analyzed. Primary and probably secondary rearrangements led to altered VDJ usage and an extended complementarity determining region 3 (CDR3) of IGHV clones from GPA tissue. Selection against amino acid exchanges was prominent in the framework region of IGHV clones from GPA tissue. The comparison of V(D)J rearrangements and deduced amino acid sequences of the CDR3 yielded no identities and few similarities between clones derived from respiratory tissue of GPA and anti-PR3 antibodies, arguing against a presence of B cells that carry PR3-ANCA-prone Ig genes among the clones. In line with the scarcity of 5/7 Id+ B lymphocytes in GPA tissue, the results suggest that with respect to a local anti-PR3 response, methods detecting rare clones are required.
Collapse
Affiliation(s)
- Gesche Weppner
- Dept. of Rheumatology & Clinical Immunology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | - Olena Ohlei
- Lübeck Interdisciplinary Platform for Genome Analytics, Institute of Neurogenetics, University of Lübeck, Lübeck, Germany
| | - Christoph M Hammers
- Dept. of Dermatology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | | | - Jan Voswinkel
- Medical Faculty, University of Saarland, Saarbrücken, Germany
| | - Julia Bischof
- Dept. of Dermatology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | - Katrin Hasselbacher
- Dept. of Otorhinolaryngology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | - Gabriela Riemekasten
- Dept. of Rheumatology & Clinical Immunology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | - Peter Lamprecht
- Dept. of Rheumatology & Clinical Immunology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | - Saleh Ibrahim
- Dept. of Dermatology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | | | - Andreas Recke
- Dept. of Dermatology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany
| | - Antje Müller
- Dept. of Rheumatology & Clinical Immunology, University Hospital of Schleswig-Holstein, Campus Lübeck & University of Lübeck, Lübeck, Germany.
| |
Collapse
|
13
|
Du L, Wang S, Zhu Y, Zhao H, Basit A, Yu X, Li Q, Sun X. Immunoglobulin heavy chain variable region analysis in dairy goats. Immunobiology 2018; 223:599-607. [PMID: 30025710 DOI: 10.1016/j.imbio.2018.07.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 01/12/2018] [Accepted: 07/05/2018] [Indexed: 10/28/2022]
Abstract
Based on the goat genome database, we have annotated the genomic organization of the goat immunoglobulin heavy chain variable region. The goat IgH locus is present on seven genome scaffolds, and contains ten VH, three DH and six JH segments. After the exclusion of three shorter segments, the VH genes were divided into two gene families based on sequence similarity. By analyzing the IgH cDNA sequences, we further identified that VH2 (54.2%), DH1 (61.7%) and JH1 (60.5%) segments were most frequently utilized in the expression of the immunoglobulin variable region, and that point mutations introduced by somatic hypermutation were the major mutation present in these expressed variable region. Compared with human and horses, DH-DH fusion occurred at a higher frequency in goat V(D)J recombination. These results provided variable insights into goat immunoglobulin heavy chain variable region genome loci and repertoire diversity.
Collapse
Affiliation(s)
- Lijuan Du
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, 712100, China; State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Shuhui Wang
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Yanjiao Zhu
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Haidong Zhao
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Abdul Basit
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, Beijing 100193, China
| | - Xiaohui Yu
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Qingwang Li
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Xiuzhu Sun
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, 712100, China.
| |
Collapse
|
14
|
Leighton PA, Morales J, Harriman WD, Ching KH. V(D)J Rearrangement Is Dispensable for Producing CDR-H3 Sequence Diversity in a Gene Converting Species. Front Immunol 2018; 9:1317. [PMID: 29951062 PMCID: PMC6008532 DOI: 10.3389/fimmu.2018.01317] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 05/28/2018] [Indexed: 12/20/2022] Open
Abstract
An important characteristic of chickens is that the antibody repertoire is based on a single framework, with diversity found mainly in the CDRs of the light and heavy chain variable regions. Despite this apparent limitation in the antibody repertoire, high-affinity antibodies can be raised to a wide variety of targets, including those that are highly conserved. Transgenic chickens have previously been generated that express a humanized antibody repertoire, with a single framework that incorporates diversity by the process of gene conversion, as in wild-type chickens. Here, we compare the sequences and antibodies that are generated purely by gene conversion/somatic hypermutation of a pre-rearranged heavy chain, with the diversity obtained by V(D)J rearrangement followed by gene conversion and somatic hypermutation. In a gene converting species, CDR-H3 lengths are more variable with V(D)J rearrangement, but similar levels of amino acid diversity are obtainable with gene conversion/somatic hypermutation alone.
Collapse
|
15
|
Totonchy J, Osborn JM, Chadburn A, Nabiee R, Argueta L, Mikita G, Cesarman E. KSHV induces immunoglobulin rearrangements in mature B lymphocytes. PLoS Pathog 2018; 14:e1006967. [PMID: 29659614 PMCID: PMC5919685 DOI: 10.1371/journal.ppat.1006967] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 04/26/2018] [Accepted: 03/09/2018] [Indexed: 02/06/2023] Open
Abstract
Kaposi sarcoma herpesvirus (KSHV/HHV-8) is a B cell tropic human pathogen, which is present in vivo in monotypic immunoglobulin λ (Igλ) light chain but polyclonal B cells. In the current study, we use cell sorting to infect specific B cell lineages from human tonsil specimens in order to examine the immunophenotypic alterations associated with KSHV infection. We describe IL-6 dependent maturation of naïve B lymphocytes in response to KSHV infection and determine that the Igλ monotypic bias of KSHV infection in vivo is due to viral induction of BCR revision. Infection of immunoglobulin κ (Igκ) naïve B cells induces expression of Igλ and isotypic inclusion, with eventual loss of Igκ. We show that this phenotypic shift occurs via re-induction of Rag-mediated V(D)J recombination. These data explain the selective presence of KSHV in Igλ B cells in vivo and provide the first evidence that a human pathogen can manipulate the molecular mechanisms responsible for immunoglobulin diversity. Kaposi sarcoma herpesvirus (KSHV) infection of human B cells is poorly understood. KSHV infection in humans is heavily biased towards B cells with a specific subtype of antibody molecule (lambda light chain rather than kappa light chain). This has been a conundrum in the field for years because there is no known physiological distinction between B cells with different light chains that might provide a mechanism for this bias. Here, we develop a novel system for infecting B cells from human tonsil with KSHV and tracking how the virus alters the cells over time. Using this system, we demonstrate a number of KSHV-driven alterations in B cells, including the fact that KSHV infection of kappa light chain positive B cells drives them to become lambda light chain positive by re-inducing recombination events that are normally restricted to B cell development in the bone marrow. We believe that this study is the first demonstration that a virus can alter immunoglobulin specificity via direct infection of B cells.
Collapse
Affiliation(s)
- Jennifer Totonchy
- Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States of Amercia
- Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Irvine, CA, United States of Amercia
| | - Jessica M. Osborn
- Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States of Amercia
| | - Amy Chadburn
- Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States of Amercia
| | - Ramina Nabiee
- Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Irvine, CA, United States of Amercia
| | - Lissenya Argueta
- Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States of Amercia
| | - Geoffrey Mikita
- Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States of Amercia
| | - Ethel Cesarman
- Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States of Amercia
- * E-mail:
| |
Collapse
|
16
|
Kepler TB, Wiehe K. Genetic and structural analyses of affinity maturation in the humoral response to HIV-1. Immunol Rev 2017; 275:129-144. [PMID: 28133793 DOI: 10.1111/imr.12513] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Most broadly neutralizing antibodies (BNAbs) elicited in response to HIV-1 infection are extraordinarily mutated. One goal of HIV-1 vaccine development is to induce antibodies that are similar to the most potent and broad BNAbs isolated from infected subjects. The most effective BNAbs have very high mutation frequencies, indicative of the long periods of continual activation necessary to acquire the BNAb phenotype through affinity maturation. Understanding the mutational patterns that define the maturation pathways in BNAb development is critical to vaccine design efforts to recapitulate through vaccination the successful routes to neutralization breadth and potency that have occurred in natural infection. Studying the mutational changes that occur during affinity maturation, however, requires accurate partitioning of sequence data into B-cell clones and identification of the starting point of a B-cell clonal lineage, the initial V(D)J rearrangement. Here, we describe the statistical framework we have used to perform these tasks. Through the recent advancement of these and similar computational methods, many HIV-1 ancestral antibodies have been inferred, synthesized and their structures determined. This has allowed, for the first time, the investigation of the structural mechanisms underlying the affinity maturation process in HIV-1 antibody development. Here, we review what has been learned from this atomic-level structural characterization of affinity maturation in HIV-1 antibodies and the implications for vaccine design.
Collapse
Affiliation(s)
- Thomas B Kepler
- Department of Microbiology, Boston University School of Medicine, Department of Mathematics and Statistics, Boston University, Boston, MA, USA
| | - Kevin Wiehe
- Duke Human Vaccine Institute, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| |
Collapse
|
17
|
Cotham VC, Horton AP, Lee J, Georgiou G, Brodbelt JS. Middle-Down 193-nm Ultraviolet Photodissociation for Unambiguous Antibody Identification and its Implications for Immunoproteomic Analysis. Anal Chem 2017; 89:6498-6504. [PMID: 28517930 DOI: 10.1021/acs.analchem.7b00564] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Mass spectrometry (MS) has emerged as a powerful tool within the growing field of immunoproteomics, which aims to understand antibody-mediated immunity at the molecular-level based on the direct determination of serological antibody repertoire. To date, these methods have relied on the use of high-resolution bottom-up proteomic strategies that require effective sampling and characterization of low abundance peptides derived from the antigen-binding domains of polyclonal antibody mixtures. Herein, we describe a method that uses restricted Lys-C enzymatic digestion to increase the average mass of proteolytic IgG peptides (≥4.5 kDa) and produce peptides which uniquely derive from single antibody species. This enhances the capacity to discriminate between very similar antibodies present within polyclonal mixtures. Furthermore, our use of 193-nm ultraviolet photodissociation (UVPD) improves spectral coverage of the antibody sequence relative to conventional collision- and electron-based fragmentation methods. We apply these methods to both a monoclonal and an antibody mixture. By identifying from a database search of approximately 15 000 antibody sequences those which compose the mixture, we demonstrate the analytical potential of middle-down UVPD for MS-based serological repertoire analysis.
Collapse
Affiliation(s)
- Victoria C Cotham
- Department of Chemistry, ‡Center for Systems and Synthetic Biology, §Department of Biomedical Engineering, ∥Department of Chemical Engineering, ⊥Institute for Cellular and Molecular Biology, #Department of Molecular Biosciences, The University of Texas at Austin , Austin, Texas 78712, United States
| | - Andrew P Horton
- Department of Chemistry, ‡Center for Systems and Synthetic Biology, §Department of Biomedical Engineering, ∥Department of Chemical Engineering, ⊥Institute for Cellular and Molecular Biology, #Department of Molecular Biosciences, The University of Texas at Austin , Austin, Texas 78712, United States
| | - Jiwon Lee
- Department of Chemistry, ‡Center for Systems and Synthetic Biology, §Department of Biomedical Engineering, ∥Department of Chemical Engineering, ⊥Institute for Cellular and Molecular Biology, #Department of Molecular Biosciences, The University of Texas at Austin , Austin, Texas 78712, United States
| | - George Georgiou
- Department of Chemistry, ‡Center for Systems and Synthetic Biology, §Department of Biomedical Engineering, ∥Department of Chemical Engineering, ⊥Institute for Cellular and Molecular Biology, #Department of Molecular Biosciences, The University of Texas at Austin , Austin, Texas 78712, United States
| | - Jennifer S Brodbelt
- Department of Chemistry, ‡Center for Systems and Synthetic Biology, §Department of Biomedical Engineering, ∥Department of Chemical Engineering, ⊥Institute for Cellular and Molecular Biology, #Department of Molecular Biosciences, The University of Texas at Austin , Austin, Texas 78712, United States
| |
Collapse
|
18
|
Aranburu A, Piano Mortari E, Baban A, Giorda E, Cascioli S, Marcellini V, Scarsella M, Ceccarelli S, Corbelli S, Cantarutti N, De Vito R, Inserra A, Nicolosi L, Lanfranchi A, Porta F, Cancrini C, Finocchi A, Carsetti R. Human B-cell memory is shaped by age- and tissue-specific T-independent and GC-dependent events. Eur J Immunol 2016; 47:327-344. [PMID: 27859047 DOI: 10.1002/eji.201646642] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 10/28/2016] [Accepted: 11/10/2016] [Indexed: 11/09/2022]
Abstract
Switched and IgM memory B cells execute different and noninterchangeable functions. We studied memory B cells in children of different ages, in peripheral blood and spleen and compared them with those of children born asplenic or unable to build germinal centers. We show that, whereas switched memory B cells are mostly generated in the germinal centers at all ages, IgM memory B cells can be distinct in three types with different developmental history. Innate IgM memory B cells, the largest pool in infants, are generated in the spleen by a germinal center-independent mechanism. With age, if the spleen is present and germinal centers are functional, innate IgM memory B cells are remodelled and accumulate somatic mutations. The third type of IgM memory B cell is a by-product of the germinal center reaction. Our data suggest that the B-cell memory developmental program is implemented during the first 5-6 years of life.
Collapse
Affiliation(s)
- Alaitz Aranburu
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy
| | - Eva Piano Mortari
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy
| | - Anwar Baban
- Medical and Surgical Department of Pediatric Cardiology, Bambino Gesù Children Hospital, Rome
| | - Ezio Giorda
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy
| | - Simona Cascioli
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy
| | - Valentina Marcellini
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy
| | - Marco Scarsella
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy
| | - Sara Ceccarelli
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy
| | - Sandro Corbelli
- Core Facilities, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Nicoletta Cantarutti
- Medical and Surgical Department of Pediatric Cardiology, Bambino Gesù Children Hospital, Rome
| | - Rita De Vito
- Division of Pathology, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Alessandro Inserra
- Pediatric General and Thoracic Surgery Unit, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | - Luciana Nicolosi
- Department of Pediatrics, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| | | | - Fulvio Porta
- Department of Pediatrics, University of Brescia, Brescia, Italy
| | - Caterina Cancrini
- DPUO, University Department of Pediatrics, Bambino Gesù Children Hospital and University of Tor Vergata School of Medicine, Rome, Italy
| | - Andrea Finocchi
- DPUO, University Department of Pediatrics, Bambino Gesù Children Hospital and University of Tor Vergata School of Medicine, Rome, Italy
| | - Rita Carsetti
- B Cell Physiopathology Unit, Immunology Research Area, Ospedale Pediatrico Bambino, Gesù IRCSS, Roma, Italy.,Diagnostic Immunology Unit, Department of Oncohematology, Bambino Gesù Children's Hospital IRCCS, Rome, Italy
| |
Collapse
|
19
|
Dueck H, Eberwine J, Kim J. Variation is function: Are single cell differences functionally important?: Testing the hypothesis that single cell variation is required for aggregate function. Bioessays 2015; 38:172-80. [PMID: 26625861 PMCID: PMC4738397 DOI: 10.1002/bies.201500124] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
There is a growing appreciation of the extent of transcriptome variation across individual cells of the same cell type. While expression variation may be a byproduct of, for example, dynamic or homeostatic processes, here we consider whether single-cell molecular variation per se might be crucial for population-level function. Under this hypothesis, molecular variation indicates a diversity of hidden functional capacities within an ensemble of identical cells, and this functional diversity facilitates collective behavior that would be inaccessible to a homogenous population. In reviewing this topic, we explore possible functions that might be carried by a heterogeneous ensemble of cells; however, this question has proven difficult to test, both because methods to manipulate molecular variation are limited and because it is complicated to define, and measure, population-level function. We consider several possible methods to further pursue the hypothesis that variation is function through the use of comparative analysis and novel experimental techniques.
Collapse
Affiliation(s)
- Hannah Dueck
- Genomics and Computational Biology Graduate Group, University of Pennsylvania, Philadelphia, PA, USA
| | - James Eberwine
- Genomics and Computational Biology Graduate Group, University of Pennsylvania, Philadelphia, PA, USA.,Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, PA, USA.,Penn Program in Single Cell Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Junhyong Kim
- Genomics and Computational Biology Graduate Group, University of Pennsylvania, Philadelphia, PA, USA.,Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, PA, USA.,Penn Program in Single Cell Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Biology, University of Pennsylvania, Philadelphia, PA, USA.,Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
20
|
Appenzeller S, Gilissen C, Rijntjes J, Tops BBJ, Kastner-van Raaij A, Hebeda KM, Nissen L, Dutilh BE, van Krieken JHJM, Groenen PJTA. Immunoglobulin rearrangement analysis from multiple lesions in the same patient using next-generation sequencing. Histopathology 2015; 67:843-58. [DOI: 10.1111/his.12714] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Accepted: 04/14/2015] [Indexed: 01/16/2023]
Affiliation(s)
- Silke Appenzeller
- Center for Molecular and Biomolecular Informatics; Radboud Institute for Molecular Life Sciences; Radboud University Medical Center; Nijmegen The Netherlands
- Core Unit Systems Medicine; University of Wuerzburg; Wuerzburg Germany
| | - Christian Gilissen
- Department of Genetics; Radboud University Medical Center; Nijmegen The Netherlands
| | - Jos Rijntjes
- Department of Pathology; Radboud University Medical Center; Nijmegen The Netherlands
| | - Bastiaan B J Tops
- Department of Pathology; Radboud University Medical Center; Nijmegen The Netherlands
| | | | - Konnie M Hebeda
- Department of Pathology; Radboud University Medical Center; Nijmegen The Netherlands
| | - Loes Nissen
- Department of Gastroenterology and Hepatology; Radboud University Medical Center; Nijmegen The Netherlands
| | - Bas E Dutilh
- Center for Molecular and Biomolecular Informatics; Radboud Institute for Molecular Life Sciences; Radboud University Medical Center; Nijmegen The Netherlands
| | - J Han J M van Krieken
- Department of Pathology; Radboud University Medical Center; Nijmegen The Netherlands
| | | |
Collapse
|
21
|
Reiche S, Dwai Y, Bussmann BM, Horn S, Sieg M, Jassoy C. High Inter-Individual Diversity of Point Mutations, Insertions, and Deletions in Human Influenza Virus Nucleoprotein-Specific Memory B Cells. PLoS One 2015; 10:e0128684. [PMID: 26086076 PMCID: PMC4472751 DOI: 10.1371/journal.pone.0128684] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Accepted: 04/29/2015] [Indexed: 11/19/2022] Open
Abstract
The diversity of virus-specific antibodies and of B cells among different individuals is unknown. Using single-cell cloning of antibody genes, we generated recombinant human monoclonal antibodies from influenza nucleoprotein-specific memory B cells in four adult humans with and without preceding influenza vaccination. We examined the diversity of the antibody repertoires and found that NP-specific B cells used numerous immunoglobulin genes. The heavy chains (HCs) originated from 26 and the kappa light chains (LCs) from 19 different germ line genes. Matching HC and LC chains gave rise to 43 genetically distinct antibodies that bound influenza NP. The median lengths of the CDR3 of the HC, kappa and lambda LC were 14, 9 and 11 amino acids, respectively. We identified changes at 13.6% of the amino acid positions in the V gene of the antibody heavy chain, at 8.4% in the kappa and at 10.6 % in the lambda V gene. We identified somatic insertions or deletions in 8.1% of the variable genes. We also found several small groups of clonal relatives that were highly diversified. Our findings demonstrate broadly diverse memory B cell repertoires for the influenza nucleoprotein. We found extensive variation within individuals with a high number of point mutations, insertions, and deletions, and extensive clonal diversification. Thus, structurally conserved proteins can elicit broadly diverse and highly mutated B-cell responses.
Collapse
Affiliation(s)
- Sven Reiche
- Institute of Virology, Faculty of Medicine, University of Leipzig, Leipzig, Germany
| | - Yamen Dwai
- Institute of Virology, Faculty of Medicine, University of Leipzig, Leipzig, Germany
- Department of Biology, Faculty of Natural Sciences, Tishreen University, Latakia, Syria
| | - Bianca M. Bussmann
- Institute of Virology, Faculty of Medicine, University of Leipzig, Leipzig, Germany
| | - Susanne Horn
- Institute of Virology, Faculty of Medicine, University of Leipzig, Leipzig, Germany
| | - Michael Sieg
- Institute of Virology, Faculty of Medicine, University of Leipzig, Leipzig, Germany
- Department of Biology, Faculty of Natural Sciences, Tishreen University, Latakia, Syria
| | - Christian Jassoy
- Institute of Virology, Faculty of Medicine, University of Leipzig, Leipzig, Germany
- * E-mail:
| |
Collapse
|
22
|
Schroeder HW. The evolution and development of the antibody repertoire. Front Immunol 2015; 6:33. [PMID: 25699050 PMCID: PMC4318424 DOI: 10.3389/fimmu.2015.00033] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Accepted: 01/16/2015] [Indexed: 11/19/2022] Open
Affiliation(s)
- Harry W Schroeder
- Department of Medicine, Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham , Birmingham, AL , USA
| |
Collapse
|
23
|
Bowers PM, Verdino P, Wang Z, da Silva Correia J, Chhoa M, Macondray G, Do M, Neben TY, Horlick RA, Stanfield RL, Wilson IA, King DJ. Nucleotide insertions and deletions complement point mutations to massively expand the diversity created by somatic hypermutation of antibodies. J Biol Chem 2014; 289:33557-67. [PMID: 25320089 DOI: 10.1074/jbc.m114.607176] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
During somatic hypermutation (SHM), deamination of cytidine by activation-induced cytidine deaminase and subsequent DNA repair generates mutations within immunoglobulin V-regions. Nucleotide insertions and deletions (indels) have recently been shown to be critical for the evolution of antibody binding. Affinity maturation of 53 antibodies using in vitro SHM in a non-B cell context was compared with mutation patterns observed for SHM in vivo. The origin and frequency of indels seen during in vitro maturation were similar to that in vivo. Indels are localized to CDRs, and secondary mutations within insertions further optimize antigen binding. Structural determination of an antibody matured in vitro and comparison with human-derived antibodies containing insertions reveal conserved patterns of antibody maturation. These findings indicate that activation-induced cytidine deaminase acting on V-region sequences is sufficient to initiate authentic formation of indels in vitro and in vivo and that point mutations, indel formation, and clonal selection form a robust tripartite system for antibody evolution.
Collapse
Affiliation(s)
| | - Petra Verdino
- From Anaptysbio Inc., San Diego, California 92121 and
| | | | | | - Mark Chhoa
- From Anaptysbio Inc., San Diego, California 92121 and
| | | | - Minjee Do
- From Anaptysbio Inc., San Diego, California 92121 and
| | | | | | - Robyn L Stanfield
- the Department of Integrative Structural and Computational Molecular Biology and Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, California 92037
| | - Ian A Wilson
- the Department of Integrative Structural and Computational Molecular Biology and Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, California 92037
| | - David J King
- From Anaptysbio Inc., San Diego, California 92121 and
| |
Collapse
|
24
|
Yu L, Guan Y. Immunologic Basis for Long HCDR3s in Broadly Neutralizing Antibodies Against HIV-1. Front Immunol 2014; 5:250. [PMID: 24917864 PMCID: PMC4040451 DOI: 10.3389/fimmu.2014.00250] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Accepted: 05/12/2014] [Indexed: 01/18/2023] Open
Abstract
A large number of potent broadly neutralizing antibodies (bnAbs) against HIV-1 have been reported in recent years, raising hope for the possibility of an effective vaccine based on epitopes recognized by these protective antibodies. However, many of these bnAbs contain the long heavy chain complementarity-determining region 3 (HCDR3), which is viewed as an obstacle to the development of an HIV-1 vaccine targeting the bnAb responses. This mini-review summarizes the current literature and discusses the different potential immunologic mechanisms for generating long HCDR3, including D–D fusion, VH replacement, long N region addition, and skewed D–J gene usage, among which potential VH replacement products appear to be significant contributors. VH replacement occurs through recombinase activated gene-mediated secondary recombination and contributes to the diversified naïve B cell repertoire. During VH replacement, a short stretch of nucleotides from previously rearranged VH genes remains within the newly formed HCDR3, thus elongating its length. Accumulating evidence suggests that long HCDR3s are present in significant numbers in the human mature naïve B cell repertoire and are primarily generated by recombination during B cell development. These new observations indicate that long HCDR3s, though low in frequency, are a normal feature of the human antibody naïve repertoire and they appear to be selected to target conserved epitopes located in deep, partially obscured regions of the HIV-1 envelope trimer. Therefore, the presence of long HCDR3 sequences should not necessarily be viewed as an obstacle to the development of an HIV-1 vaccine based upon bnAb responses.
Collapse
Affiliation(s)
- Lei Yu
- Division of Basic Science and Vaccine Research, Institute of Human Virology, University of Maryland School of Medicine , Baltimore, MD , USA
| | - Yongjun Guan
- Division of Basic Science and Vaccine Research, Institute of Human Virology, University of Maryland School of Medicine , Baltimore, MD , USA ; Department of Microbiology and Immunology, University of Maryland School of Medicine , Baltimore, MD , USA
| |
Collapse
|
25
|
Boutz DR, Horton AP, Wine Y, Lavinder JJ, Georgiou G, Marcotte EM. Proteomic identification of monoclonal antibodies from serum. Anal Chem 2014; 86:4758-66. [PMID: 24684310 PMCID: PMC4033631 DOI: 10.1021/ac4037679] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Characterizing the in vivo dynamics of the polyclonal antibody repertoire in serum, such as that which might arise in response to stimulation with an antigen, is difficult due to the presence of many highly similar immunoglobulin proteins, each specified by distinct B lymphocytes. These challenges have precluded the use of conventional mass spectrometry for antibody identification based on peptide mass spectral matches to a genomic reference database. Recently, progress has been made using bottom-up analysis of serum antibodies by nanoflow liquid chromatography/high-resolution tandem mass spectrometry combined with a sample-specific antibody sequence database generated by high-throughput sequencing of individual B cell immunoglobulin variable domains (V genes). Here, we describe how intrinsic features of antibody primary structure, most notably the interspersed segments of variable and conserved amino acid sequences, generate recurring patterns in the corresponding peptide mass spectra of V gene peptides, greatly complicating the assignment of correct sequences to mass spectral data. We show that the standard method of decoy-based error modeling fails to account for the error introduced by these highly similar sequences, leading to a significant underestimation of the false discovery rate. Because of these effects, antibody-derived peptide mass spectra require increased stringency in their interpretation. The use of filters based on the mean precursor ion mass accuracy of peptide-spectrum matches is shown to be particularly effective in distinguishing between "true" and "false" identifications. These findings highlight important caveats associated with the use of standard database search and error-modeling methods with nonstandard data sets and custom sequence databases.
Collapse
Affiliation(s)
- Daniel R Boutz
- Center for Systems & Synthetic Biology, †Institute for Cellular and Molecular Biology, ⊥Department of Biomedical Engineering, §Department of Chemical Engineering, and ∥Department of Molecular Biosciences, University of Texas at Austin , Austin, Texas 78712, United States
| | | | | | | | | | | |
Collapse
|