1
|
Pashov A, Shivarov V, Hadzhieva M, Kostov V, Ferdinandov D, Heintz KM, Pashova S, Todorova M, Vassilev T, Kieber-Emmons T, Meza-Zepeda LA, Hovig E. Diagnostic Profiling of the Human Public IgM Repertoire With Scalable Mimotope Libraries. Front Immunol 2019; 10:2796. [PMID: 31849974 PMCID: PMC6901697 DOI: 10.3389/fimmu.2019.02796] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 11/14/2019] [Indexed: 12/12/2022] Open
Abstract
Specific antibody reactivities are routinely used as biomarkers, but the antibody repertoire reactivity (igome) profiles are still neglected. Here, we propose rationally designed peptide arrays as efficient probes for these system level biomarkers. Most IgM antibodies are characterized by few somatic mutations, polyspecificity, and physiological autoreactivity with housekeeping function. Previously, probing this repertoire with a set of immunodominant self-proteins provided a coarse analysis of the respective repertoire profiles. In contrast, here, we describe the generation of a peptide mimotope library that reflects the common IgM repertoire of 10,000 healthy donors. In addition, an appropriately sized subset of this quasi-complete mimotope library was further designed as a potential diagnostic tool. A 7-mer random peptide phage display library was panned on pooled human IgM. Next-generation sequencing of the selected phage yielded 224,087 sequences, which clustered in 790 sequence clusters. A set of 594 mimotopes, representative of the most significant sequence clusters, was shown to probe symmetrically the space of IgM reactivities in patients' sera. This set of mimotopes can be easily scaled including a greater proportion of the mimotope library. The trade-off between the array size and the resolution can be explored while preserving the symmetric sampling of the mimotope sequence and reactivity spaces. BLAST search of the non-redundant protein database with the mimotopes sequences yielded significantly more immunoglobulin J region hits than random peptides, indicating a considerable idiotypic connectivity of the targeted igome. The proof of principle predictors for random diagnoses was represented by profiles of mimotopes. The number of potential reactivity profiles that can be extracted from this library is estimated at more than 1070. Thus, a quasi-complete IgM mimotope library and a scalable representative subset thereof are found to address very efficiently the dynamic diversity of the human public IgM repertoire, providing informationally dense and structurally interpretable IgM reactivity profiles.
Collapse
Affiliation(s)
- Anastas Pashov
- Laboratory of Experimental Immunotherapy, Department of Immunology, Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Velizar Shivarov
- Laboratory of Clinical Immunology, Department of Clinical Hematology, Sofiamed University Hospital, Sofia, Bulgaria.,Faculty of Biology, Sofia University "St. Kliment Ohridski," Sofia, Bulgaria
| | - Maya Hadzhieva
- Laboratory of Experimental Immunotherapy, Department of Immunology, Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Victor Kostov
- Laboratory of Experimental Immunotherapy, Department of Immunology, Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, Sofia, Bulgaria.,Neurosurgery Clinic, St. Ivan Rilsky Hospital, Sofia MU, Sofia, Bulgaria
| | - Dilyan Ferdinandov
- Neurosurgery Clinic, St. Ivan Rilsky Hospital, Sofia MU, Sofia, Bulgaria
| | - Karen-Marie Heintz
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Shina Pashova
- Laboratory of Experimental Immunotherapy, Department of Immunology, Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, Sofia, Bulgaria.,Department of Molecular Immunology, Institute of Biology and Immunology of Reproduction, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Milena Todorova
- Laboratory of Experimental Immunotherapy, Department of Immunology, Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Tchavdar Vassilev
- Institute of Biology and Biomedicine, N.I. Lobachevsky University, Nizhny Novgorod, Russia
| | - Thomas Kieber-Emmons
- Winthrop P. Rockefeller Cancer Research Center, UAMS, Little Rock, AR, United States
| | - Leonardo A Meza-Zepeda
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Eivind Hovig
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Centre for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
| |
Collapse
|
2
|
Thomas F, Kareva I, Raven N, Hamede R, Pujol P, Roche B, Ujvari B. Evolved Dependence in Response to Cancer. Trends Ecol Evol 2018; 33:269-276. [DOI: 10.1016/j.tree.2018.01.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 01/24/2018] [Accepted: 01/25/2018] [Indexed: 02/07/2023]
|
3
|
Pashova S, Schneider C, von Gunten S, Pashov A. Antibody repertoire profiling with mimotope arrays. Hum Vaccin Immunother 2016; 13:314-322. [PMID: 27929733 DOI: 10.1080/21645515.2017.1264786] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Large-scale profiling and monitoring of antibody repertoires is possible through next generation sequencing (NGS), phage display libraries and microarrays. These methods can be combined in a pipeline, which ultimately maps the antibody reactivities onto defined arrays of structures - peptides or carbohydrates. The arrays can help analyze the individual specificities or can be used as complex patterns. In any case, the targets recognized should formally be considered mimotopes unless they are proven to be epitopes driving the antibody synthesis. Here, the advantages and disadvantages of the major profiling techniques as well as their current and future application in disease prediction and vaccination are discussed.
Collapse
Affiliation(s)
- Shina Pashova
- a Institute of Biology and Immunology of Reproduction, Bulgarian Academy of Sciences , Sofia , Bulgaria
| | | | | | - Anastas Pashov
- c Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences , Sofia , Bulgaria
| |
Collapse
|
4
|
Gautam P, Deepak P, Kumar S, Acharya A. Role of Macrophage in Tumor Microenvironment: Prospect in Cancer Immunotherapy. EUR J INFLAMM 2013. [DOI: 10.1177/1721727x1301100101] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Current evidence suggests an increasing role of macrophages in inflammation and tumor progression. Most tumors contain an abundant number of macrophages as a major component of their leukocyte infiltrate, which co-exist with tumor cells at the tumor microenvironment. Upon activation with soluble tumor antigens, macrophages release a distinct repertoire of growth factor, cytokines, chemokines and enzymes that inhibit growth of the tumor. However, the anti-tumor immune response induced by macrophages does not always ensue. Tumor cells themselves are capable of down-regulating macrophage phenotype and functions and anti-tumor immune responses in the tumor-bearing host. The present review aims to elucidate the role of macrophages in tumor growth and progression, invasion, metastasis, and angiogenesis at the site of tumor growth. Moreover, the effect of tumor microenvironment on the phenotype and function of macrophages, which are altered due to the continuous exposure of various soluble and non-soluble tumor promoting factors secreted by tumor cells, and implication of macrophages in cancer immunotherapy have been discussed in detail.
Collapse
Affiliation(s)
- P.K. Gautam
- Department of zoology, Faculty of Science, Banaras Hindu University, Varanasi, U.P., India
| | - P. Deepak
- Department of zoology, Faculty of Science, Banaras Hindu University, Varanasi, U.P., India
| | - S. Kumar
- Department of zoology, Faculty of Science, Banaras Hindu University, Varanasi, U.P., India
| | - A. Acharya
- Department of zoology, Faculty of Science, Banaras Hindu University, Varanasi, U.P., India
| |
Collapse
|
5
|
Schwartz-Albiez R. Naturally occurring antibodies directed against carbohydrate tumor antigens. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2012; 750:27-43. [PMID: 22903664 DOI: 10.1007/978-1-4614-3461-0_3] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Healthy persons carry within their pool of circulating antibodies immunoglobulins preferentially of IgM isotype, which are directed against a variety of tumor-associated antigens. In closer scrutiny of their nature, some of these antibodies could be defined as naturally occurring antibodies due to the germline configuration of the variable immunoglobulin region. The majority of these immunoglobulins recognize carbohydrate antigens which can be classified as oncofetal antigens. Many of these IgM antibodies present in the peripheral blood circulation can bind to tumor cells and of these a minor portion are also able to destroy tumor cells by several mechanisms, as for instance complement-mediated cytolysis or apoptosis. It was postulated that anti-carbohydrate antibodies are part of an anti-tumor immune response, while their presence in the peripheral blood of healthy donors is still waiting for a plausible explanation. It may be that recognition of defined epitopes, including carbohydrate sequences, by naturally occurring antibodies constitutes the humoral arm of an anti-tumor immune response as part of the often postulated tumor surveillance. The cytotoxic capacity of these antibodies inspired several research groups and pharmaceutical companies to design novel strategies of immunoglobulin-based anti-tumor immunotherapy.
Collapse
|
6
|
Abstract
Pancreatic cancer is the fourth most common cause of death from cancer in the world and the sixth in Europe. Pancreatic cancer is more frequent in males than females. Worldwide, following diagnosis of pancreatic cancer, <2% of patients survive for 5 years, 8% survive for 2 years and <50% survive for only approx. 3 months. The biggest risk factor in pancreatic cancer is age, with a peak of morbidity at 65 years. Difficulty in the diagnosis of pancreatic cancer causes a delay in its detection. It is one of the most difficult cancers to diagnose and therefore to treat successfully. Additional detection of carbohydrate markers may offer a better diagnosis of pancreatic cancer. Carbohydrate markers of cancer may be produced by the cancer itself or by the body in response to cancer, whose presence in body fluids suggests the presence and growth of the cancer. The most widely used, and best-recognized, carbohydrate marker of pancreatic cancer is CA 19-9 [CA (carbohydrate antigen) 19-9]. However, the relatively non-specific nature of CA 19-9 limits its routine use in the early diagnosis of pancreatic cancer, but it may be useful in monitoring treatment of pancreatic cancer (e.g. the effectiveness of chemotherapy), as a complement to other diagnostic methods. Some other carbohydrate markers of pancreatic cancer may be considered, such as CEA (carcinoembryonic antigen), CA 50 and CA 242, and the mucins MUC1, MUC2 and MUC5AC, but enzymes involved in the processing of glycoconjugates could also be involved. Our preliminary research shows that the activity of lysosomal exoglycosidases, including HEX (N-acetyl-β-D-hexosaminidase), GAL (β-D-galactosidase), FUC (α-L-fucosidase) and MAN (α-D-mannosidase), in serum and urine may be used in the diagnosis of pancreatic cancer.
Collapse
|
7
|
Abstract
The natural or innate immunity is the first-line defense against transformed cells. It guarantees the recognition and removal of malignant cells at an early stage and makes manifest cancers an exceptional event. Natural antibodies, which are predominantly IgM molecules, play a major role in these defense mechanisms and they have some typical features in common. They are coded by specific germline families and equipped mainly with lambda-chains, in contrast to the majority of circulating antibodies. The targets that are recognized by these antibodies are not newly synthesized proteins, but instead post-translationally modified carbohydrate structures on membrane-bound glycoproteins and glycolipids. Another typical feature of these natural IgM antibodies is their ability to induce apoptosis in vitro and in vivo in a death domain-independent manner. These results show that natural IgM antibodies represent a huge reservoir of therapeutic antibodies.
Collapse
Affiliation(s)
- H Peter Vollmers
- Institute of Pathology, University of Würzburg, Josef-Schneider-Street 2, D-97080 Würzburg, Germany.
| | | |
Collapse
|
8
|
Bridging innate and adaptive antitumor immunity targeting glycans. J Biomed Biotechnol 2010; 2010:354068. [PMID: 20617150 PMCID: PMC2896669 DOI: 10.1155/2010/354068] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2010] [Accepted: 04/22/2010] [Indexed: 01/12/2023] Open
Abstract
Effective immunotherapy for cancer depends on cellular responses to tumor antigens. The role of major histocompatibility complex (MHC) in T-cell recognition and T-cell receptor repertoire selection has become a central tenet in immunology. Structurally, this does not contradict earlier findings that T-cells can differentiate between small hapten structures like simple glycans. Understanding T-cell recognition of antigens as defined genetically by MHC and combinatorially by T cell receptors led to the “altered self” hypothesis. This notion reflects a more fundamental principle underlying immune surveillance and integrating evolutionarily and mechanistically diverse elements of the immune system. Danger associated molecular patterns, including those generated by glycan remodeling, represent an instance of altered self. A prominent example is the modification of the tumor-associated antigen MUC1. Similar examples emphasize glycan reactivity patterns of antigen receptors as a phenomenon bridging innate and adaptive but also humoral and cellular immunity and providing templates for immunotherapies.
Collapse
|
9
|
Bond MR, Zhang H, Vu PD, Kohler JJ. Photocrosslinking of glycoconjugates using metabolically incorporated diazirine-containing sugars. Nat Protoc 2009; 4:1044-63. [PMID: 19536272 DOI: 10.1038/nprot.2009.85] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Transient interactions among glycoconjugates underlie developmental, immunological and metastatic recognition. Glycan-mediated interactions have low binding affinities and rapid dissociation rates. As a result, these complexes dissociate when removed from their cellular context, complicating characterization. Photocrosslinkers introduce a covalent bond between glycoconjugates and their binding partners, allowing physiologically relevant complexes to be isolated. This protocol describes metabolic incorporation of a diazirine photocrosslinker into sialic acids in cellular glycoconjugates. Subsequent irradiation results in photocrosslinking of sialic acid to neighboring macromolecules, providing a photochemical 'snapshot' of binding events. As photocrosslinking sugars are light activated, these reagents have the potential to be used for temporally and/or spatially restricted crosslinking. We provide instructions for the synthesis of photocrosslinking sugar precursors, cell culture for metabolic incorporation, flow cytometry to evaluate metabolic incorporation, photoirradiation and analysis of the crosslinked complexes. Synthesis of photocrosslinking sugars requires 4-6 d, and photocrosslinking experiments can be completed in an additional 6 d.
Collapse
Affiliation(s)
- Michelle R Bond
- Department of Chemistry, Stanford University, Stanford, California, USA
| | | | | | | |
Collapse
|
10
|
Trost B, Kanduc D, Kusalik A. Rare peptide segments are found significantly more often in proto-oncoproteins than control proteins: implications for immunology and oncology. J R Soc Interface 2009; 6:123-7. [PMID: 18948250 DOI: 10.1098/rsif.2008.0320] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
There is some evidence to suggest that peptide segments that are found rarely or never in the host proteome play a role in the immune response to disease-related proteins, both those derived from microbes and those derived from the host itself. We conjecture that this pattern may extend to human proto-oncoproteins. Our hypothesis in this study is that the frequency of rare peptide segments in sets of human proto-oncoproteins is significantly higher than in sets of control proteins, and we show that this is the case. Possible immunological implications of this observation are discussed.
Collapse
Affiliation(s)
- Brett Trost
- Department of Computer Science, University of Saskatchewan, Saskatoon S7N 5C9, Canada.
| | | | | |
Collapse
|