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Tang L, Li G, Zheng Y, Hou C, Gao Y, Hao Y, Gao Z, Mo R, Li Y, Shen B, Wang R, Wang Z, Han G. Tim-3 Relieves Experimental Autoimmune Encephalomyelitis by Suppressing MHC-II. Front Immunol 2022; 12:770402. [PMID: 35095844 PMCID: PMC8793033 DOI: 10.3389/fimmu.2021.770402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 12/14/2021] [Indexed: 11/13/2022] Open
Abstract
Tim-3, an immune checkpoint inhibitor, is widely expressed on the immune cells and contributes to immune tolerance. However, the mechanisms by which Tim-3 induces immune tolerance remain to be determined. Major histocompatibility complex II (MHC-II) plays a key role in antigen presentation and CD4+T cell activation. Dysregulated expressions of Tim-3 and MHC-II are associated with the pathogenesis of many autoimmune diseases including multiple sclerosis. Here we demonstrated that, by suppressing MHC-II expression in macrophages via the STAT1/CIITA pathway, Tim-3 inhibits MHC-II-mediated autoantigen presentation and CD4+T cell activation. As a result, overexpression or blockade of Tim-3 signaling in mice with experimental autoimmune encephalomyelitis (EAE) inhibited or increased MHC-II expression respectively and finally altered clinical outcomes. We thus identified a new mechanism by which Tim-3 induces immune tolerance in vivo and regulating the Tim-3-MHC-II signaling pathway is expected to provide a new solution for multiple sclerosis treatment.
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Affiliation(s)
- Lili Tang
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Ge Li
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Yang Zheng
- Department of Oncology, First Hospital, Jilin University, Changchun, China
| | - Chunmei Hou
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Yang Gao
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Ying Hao
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Zhenfang Gao
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Rongliang Mo
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Yuxiang Li
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Beifen Shen
- Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Renxi Wang
- Beijing Institute of Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Collaborative Innovation Center for Brain Disorders, Capital Medical University, Beijing, China
| | - Zhiding Wang
- Beijing Institute of Basic Medical Sciences, Beijing, China.,Department of Hematology and Oncology, International Cancer Center, Shenzhen Key Laboratory of Precision Medicine for Hematological Malignancies, Shenzhen University General Hospital, Shenzhen University Clinical Medical Academy, Shenzhen University Health Science Center, Shenzhen, China
| | - Gencheng Han
- Beijing Institute of Basic Medical Sciences, Beijing, China
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2
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Recent Advances in Antigen-Specific Immunotherapies for the Treatment of Multiple Sclerosis. Brain Sci 2020; 10:brainsci10060333. [PMID: 32486045 PMCID: PMC7348736 DOI: 10.3390/brainsci10060333] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 05/22/2020] [Accepted: 05/26/2020] [Indexed: 12/11/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the central nervous system and is considered to be the leading non-traumatic cause of neurological disability in young adults. Current treatments for MS comprise long-term immunosuppressant drugs and disease-modifying therapies (DMTs) designed to alter its progress with the enhanced risk of severe side effects. The Holy Grail for the treatment of MS is to specifically suppress the disease while at the same time allow the immune system to be functionally active against infectious diseases and malignancy. This could be achieved via the development of immunotherapies designed to specifically suppress immune responses to self-antigens (e.g., myelin antigens). The present study attempts to highlight the various antigen-specific immunotherapies developed so far for the treatment of multiple sclerosis (e.g., vaccination with myelin-derived peptides/proteins, plasmid DNA encoding myelin epitopes, tolerogenic dendritic cells pulsed with encephalitogenic epitopes of myelin proteins, attenuated autologous T cells specific for myelin antigens, T cell receptor peptides, carriers loaded/conjugated with myelin immunodominant peptides, etc), focusing on the outcome of their recent preclinical and clinical evaluation, and to shed light on the mechanisms involved in the immunopathogenesis and treatment of multiple sclerosis.
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3
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Yu C, Xi J, Li M, An M, Liu H. Bioconjugate Strategies for the Induction of Antigen-Specific Tolerance in Autoimmune Diseases. Bioconjug Chem 2017; 29:719-732. [PMID: 29165988 DOI: 10.1021/acs.bioconjchem.7b00632] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Antigen-specific immunotherapy (ASI) holds great promise for the treatment of autoimmune diseases. In mice, administration of major histocompatibility complex (MHC) binding synthetic peptides which modulate T cell receptor (TCR) signaling under subimmunogenic conditions induces selective tolerance without suppressing the global immune responses. However, clinical translation has yielded limited success. It has become apparent that the TCR signaling pathway via synthetic peptide antigen alone is inadequate to induce an effective tolerogenic immunity in autoimmune diseases. Bioconjugate strategies combining additional immunomodulatory functions with TCR signaling can amplify the antigen-specific immune tolerance and possibly lead to the development of new treatments in autoimmune diseases. In this review, we provide a summary of recent advances in the development of bioconjugates to achieve antigen-specific immune tolerance in vivo, with the discussion focused on the underlying design principles and challenges that must be overcome to target these therapies to patients suffering from autoimmune diseases.
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Affiliation(s)
- Chunsong Yu
- Department of Chemical Engineering and Materials Science , Wayne State University , Detroit , Michigan 48202 , United States
| | - Jingchao Xi
- Department of Chemical Engineering and Materials Science , Wayne State University , Detroit , Michigan 48202 , United States
| | - Meng Li
- Department of Chemical Engineering and Materials Science , Wayne State University , Detroit , Michigan 48202 , United States
| | - Myunggi An
- Department of Chemical Engineering and Materials Science , Wayne State University , Detroit , Michigan 48202 , United States
| | - Haipeng Liu
- Department of Chemical Engineering and Materials Science , Wayne State University , Detroit , Michigan 48202 , United States.,Department of Oncology , Wayne State University , Detroit , Michigan 48201 , United States.,Tumor Biology and Microenvironment Program , Barbara Ann Karmanos Cancer Institute , Detroit , Michigan 48201 , United States
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4
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White DR, Khedri Z, Kiptoo P, Siahaan TJ, Tolbert TJ. Synthesis of a Bifunctional Peptide Inhibitor-IgG1 Fc Fusion That Suppresses Experimental Autoimmune Encephalomyelitis. Bioconjug Chem 2017; 28:1867-1877. [PMID: 28581731 PMCID: PMC5659714 DOI: 10.1021/acs.bioconjchem.7b00175] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Multiple sclerosis (MS) is a neurodegenerative disease that is estimated to affect over 2.3 million people worldwide. The exact cause for this disease is unknown but involves immune system attack and destruction of the myelin protein surrounding the neurons in the central nervous system. One promising class of compounds that selectively prevent the activation of immune cells involved in the pathway leading to myelin destruction are bifunctional peptide inhibitors (BPIs). Treatment with BPIs reduces neurodegenerative symptoms in experimental autoimmune encephalomyelitis (EAE), a mouse model of MS. In this work, as an effort to further improve the bioactivity of BPIs, BPI peptides were conjugated to the N- and C-termini of the fragment crystallizable (Fc) region of the human IgG1 antibody. Initially, the two peptides were conjugated to IgG1 Fc using recombinant DNA technology. However, expression in yeast resulted in low yields and one of the peptides being heavily proteolyzed. To circumvent this problem, the poorly expressed peptide was instead produced by solid phase peptide synthesis and conjugated enzymatically using a sortase-mediated ligation. The sortase-mediated method showed near-complete conjugation yield as observed by SDS-PAGE and mass spectrometry in small-scale reactions. This method was scaled up to obtain sufficient quantities for testing the BPI-Fc fusion in mice induced with EAE. Compared to the PBS-treated control, mice treated with the BPI-Fc fusion showed significantly reduced disease symptoms, did not experience weight loss, and showed reduced de-myelination. These results demonstrate that the BPI peptides were highly active at suppressing EAE when conjugated to the large Fc scaffold in this manner.
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Affiliation(s)
- Derek R. White
- The Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047, United States
| | - Zahra Khedri
- The Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047, United States
- Ajinomoto Althea Inc., San Diego, California 92121, United States
| | - Paul Kiptoo
- The Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047, United States
- Sekisui XenoTech, LLC, Kansas City, Kansas 66103, United States
| | - Teruna J. Siahaan
- The Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047, United States
| | - Thomas J. Tolbert
- The Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047, United States
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5
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Kuehl C, Thati S, Sullivan B, Sestak J, Thompson M, Siahaan T, Berkland C. Pulmonary Administration of Soluble Antigen Arrays Is Superior to Antigen in Treatment of Experimental Autoimmune Encephalomyelitis. J Pharm Sci 2017. [PMID: 28625726 DOI: 10.1016/j.xphs.2017.06.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Antigen-specific immunotherapy has been used to hyposensitize patients to allergens and offers an enticing approach for attenuating autoimmune diseases. Applying antigen-specific immunotherapy to mucosal surfaces such as the lungs may engage unique immune response pathways to improve efficacy. Pulmonary delivery of soluble antigen arrays (SAgAs) was explored in mice with experimental autoimmune encephalomyelitis (EAE), a multiple sclerosis model. SAgAs were designed to impede immune response to autoantigen epitopes and are composed of a hyaluronan backbone with peptides PLP139-151 (proteolipid protein) and LABL, a disease-causing proteolipid peptide epitope and an intracellular cell-adhesion molecule-1 ligand, respectively. Pulmonary instillation of SAgAs decreased disease score, improved weight gain, and decreased incidence of disease in EAE mice compared to pulmonary delivery of hyaluronic acid polymer, LABL, or PLP. Interestingly, treating with PLP alone also showed some improvement. Splenocytes from SAgA-treated animals showed increased interferon-gamma levels, and interleukin-6 (IL-6) and IL-17 were elevated in SAgA-treated animals compared to PLP treatments. IL-10, IL-2, and tumor necrosis factor-alpha levels showed no significant difference, yet trends across all cytokines suggested SAgAs induced a very different immune response compared to treatment with PLP alone. This work suggests that codelivery of peptide components is essential when treating EAE via pulmonary instillation, and the immune response may have shifted toward immune tolerance.
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Affiliation(s)
- Christopher Kuehl
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas 66047
| | - Sharadvi Thati
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas 66047
| | - Bradley Sullivan
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas 66047
| | - Joshua Sestak
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas 66047
| | - Michael Thompson
- Department of Pathology, Lawrence Memorial Hospital, Lawrence, Kansas 66044
| | - Teruna Siahaan
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas 66047
| | - Cory Berkland
- Department of Pharmaceutical Chemistry, The University of Kansas, Lawrence, Kansas 66047; Department of Chemical and Petroleum Engineering, The University of Kansas, Lawrence, Kansas 66047.
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6
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Danikowski KM, Jayaraman S, Prabhakar BS. Regulatory T cells in multiple sclerosis and myasthenia gravis. J Neuroinflammation 2017; 14:117. [PMID: 28599652 PMCID: PMC5466736 DOI: 10.1186/s12974-017-0892-8] [Citation(s) in RCA: 207] [Impact Index Per Article: 29.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 05/29/2017] [Indexed: 01/09/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic debilitating disease of the central nervous system primarily mediated by T lymphocytes with specificity to neuronal antigens in genetically susceptible individuals. On the other hand, myasthenia gravis (MG) primarily involves destruction of the neuromuscular junction by antibodies specific to the acetylcholine receptor. Both autoimmune diseases are thought to result from loss of self-tolerance, which allows for the development and function of autoreactive lymphocytes. Although the mechanisms underlying compromised self-tolerance in these and other autoimmune diseases have not been fully elucidated, one possibility is numerical, functional, and/or migratory deficits in T regulatory cells (Tregs). Tregs are thought to play a critical role in the maintenance of peripheral immune tolerance. It is believed that Tregs function by suppressing the effector CD4+ T cell subsets that mediate autoimmune responses. Dysregulation of suppressive and migratory markers on Tregs have been linked to the pathogenesis of both MS and MG. For example, genetic abnormalities have been found in Treg suppressive markers CTLA-4 and CD25, while others have shown a decreased expression of FoxP3 and IL-10. Furthermore, elevated levels of pro-inflammatory cytokines such as IL-6, IL-17, and IFN-γ secreted by T effectors have been noted in MS and MG patients. This review provides several strategies of treatment which have been shown to be effective or are proposed as potential therapies to restore the function of various Treg subsets including Tr1, iTr35, nTregs, and iTregs. Strategies focusing on enhancing the Treg function find importance in cytokines TGF-β, IDO, interleukins 10, 27, and 35, and ligands Jagged-1 and OX40L. Likewise, strategies which affect Treg migration involve chemokines CCL17 and CXCL11. In pre-clinical animal models of experimental autoimmune encephalomyelitis (EAE) and experimental autoimmune myasthenia gravis (EAMG), several strategies have been shown to ameliorate the disease and thus appear promising for treating patients with MS or MG.
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Affiliation(s)
- K M Danikowski
- Department of Microbiology and Immunology, University of Illinois at Chicago, Chicago, IL, 60612, USA
| | - S Jayaraman
- Department of Microbiology and Immunology, University of Illinois at Chicago, Chicago, IL, 60612, USA
| | - B S Prabhakar
- Department of Microbiology and Immunology, University of Illinois at Chicago, Chicago, IL, 60612, USA.
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7
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Hartwell BL, Pickens CJ, Leon M, Berkland C. Multivalent Soluble Antigen Arrays Exhibit High Avidity Binding and Modulation of B Cell Receptor-Mediated Signaling to Drive Efficacy against Experimental Autoimmune Encephalomyelitis. Biomacromolecules 2017; 18:1893-1907. [PMID: 28474886 DOI: 10.1021/acs.biomac.7b00335] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
A pressing need exists for antigen-specific immunotherapies (ASIT) that induce selective tolerance in autoimmune disease while avoiding deleterious global immunosuppression. Multivalent soluble antigen arrays (SAgAPLP:LABL), consisting of a hyaluronic acid (HA) linear polymer backbone cografted with multiple copies of autoantigen (PLP) and cell adhesion inhibitor (LABL) peptides, are designed to induce tolerance to a specific multiple sclerosis (MS) autoantigen. Previous studies established that hydrolyzable SAgAPLP:LABL, employing a degradable linker to codeliver PLP and LABL, was therapeutic in experimental autoimmune encephalomyelitis (EAE) in vivo and exhibited antigen-specific binding with B cells, targeted the B cell receptor (BCR), and dampened BCR-mediated signaling in vitro. Our results pointed to sustained BCR engagement as the SAgAPLP:LABL therapeutic mechanism, so we developed a new version of the SAgA molecule using nonhydrolyzable conjugation chemistry, hypothesizing it would enhance and maintain the molecule's action at the cell surface to improve efficacy. "Click SAgA" (cSAgAPLP:LABL) uses hydrolytically stable covalent conjugation chemistry (Copper-catalyzed Azide-Alkyne Cycloaddition (CuAAC)) rather than a hydrolyzable oxime bond to attach PLP and LABL to HA. We explored cSAgAPLP:LABL B cell engagement and modulation of BCR-mediated signaling in vitro through flow cytometry binding and calcium flux signaling assays. Indeed, cSAgAPLP:LABL exhibited higher avidity B cell binding and greater dampening of BCR-mediated signaling than hydrolyzable SAgAPLP:LABL. Furthermore, cSAgAPLP:LABL exhibited significantly enhanced in vivo efficacy compared to hydrolyzable SAgAPLP:LABL, achieving equivalent efficacy at one-quarter of the dose. These results indicate that nonhydrolyzable conjugation increased the avidity of cSAgAPLP:LABL to drive in vivo efficacy through modulated BCR-mediated signaling.
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Affiliation(s)
- Brittany L Hartwell
- Bioengineering Graduate Program, University of Kansas 1520 West 15th Street, Lawrence, Kansas 66045, United States
| | - Chad J Pickens
- Department of Pharmaceutical Chemistry, University of Kansas 2095 Constant Avenue, Lawrence, Kansas 66047, United States
| | - Martin Leon
- Department of Chemistry, University of Kansas 1251 Wescoe Hall Drive, Lawrence, Kansas 66045, United States
| | - Cory Berkland
- Bioengineering Graduate Program, University of Kansas 1520 West 15th Street, Lawrence, Kansas 66045, United States.,Department of Pharmaceutical Chemistry, University of Kansas 2095 Constant Avenue, Lawrence, Kansas 66047, United States.,Department of Chemical and Petroleum Engineering, University of Kansas 1530 West 15th Street, Lawrence, Kansas 66045, United States
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8
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Moral MEG, Siahaan TJ. Conjugates of Cell Adhesion Peptides for Therapeutics and Diagnostics Against Cancer and Autoimmune Diseases. Curr Top Med Chem 2017; 17:3425-3443. [PMID: 29357802 PMCID: PMC5835217 DOI: 10.2174/1568026618666180118154514] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Revised: 12/29/2017] [Accepted: 01/11/2018] [Indexed: 12/27/2022]
Abstract
Overexpressed cell-surface receptors are hallmarks of many disease states and are often used as markers for targeting diseased cells over healthy counterparts. Cell adhesion peptides, which are often derived from interacting regions of these receptor-ligand proteins, mimic surfaces of intact proteins and, thus, have been studied as targeting agents for various payloads to certain cell targets for cancers and autoimmune diseases. Because many cytotoxic agents in the free form are often harmful to healthy cells, the use of cell adhesion peptides in targeting their delivery to diseased cells has been studied to potentially reduce required effective doses and associated harmful side-effects. In this review, multiple cell adhesion peptides from extracellular matrix and ICAM proteins were used to selectively direct drug payloads, signal-inhibitor peptides, and diagnostic molecules, to diseased cells over normal counterparts. RGD constructs have been used to improve the selectivity and efficacy of diagnostic and drug-peptide conjugates against cancer cells. From this precedent, novel conjugates of antigenic and cell adhesion peptides, called Bifunctional Peptide Inhibitors (BPIs), have been designed to selectively regulate immune cells and suppress harmful inflammatory responses in autoimmune diseases. Similar peptide conjugations with imaging agents have delivered promising diagnostic methods in animal models of rheumatoid arthritis. BPIs have also been shown to generate immune tolerance and suppress autoimmune diseases in animal models of type-1 diabetes, rheumatoid arthritis, and multiple sclerosis. Collectively, these studies show the potential of cell adhesion peptides in improving the delivery of drugs and diagnostic agents to diseased cells in clinical settings.
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Affiliation(s)
- Mario E G Moral
- Department of Pharmaceutical Chemistry, The University of Kansas, Simons Laboratory, 2095 Constant Ave., Lawrence, Kansas 66047, United States
| | - Teruna J Siahaan
- Department of Pharmaceutical Chemistry, The University of Kansas, Simons Laboratory, 2095 Constant Ave., Lawrence, Kansas 66047, United States
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9
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Hartwell BL, Martinez-Becerra FJ, Chen J, Shinogle H, Sarnowski M, Moore DS, Berkland C. Antigen-Specific Binding of Multivalent Soluble Antigen Arrays Induces Receptor Clustering and Impedes B Cell Receptor Mediated Signaling. Biomacromolecules 2016; 17:710-22. [PMID: 26771518 DOI: 10.1021/acs.biomac.5b01097] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
A pressing need exists for autoimmune disease therapies that act in an antigen-specific manner while avoiding global immunosuppression. Multivalent soluble antigen arrays (SAgAPLP:LABL), designed to induce tolerance to a specific multiple sclerosis autoantigen, consist of a flexible hyaluronic acid (HA) polymer backbone cografted with multiple copies of autoantigen peptide (PLP) and cell adhesion inhibitor peptide (LABL). Previous in vivo studies revealed copresentation of both signals on HA was necessary for therapeutic efficacy. To elucidate therapeutic cellular mechanisms, in vitro studies were performed in a model B cell system to evaluate binding and specificity. Compared to HA and HA arrays containing only grafted PLP or LABL, SAgAPLP:LABL displaying both PLP and LABL exhibited greatly enhanced B cell binding. Furthermore, the binding avidity of SAgAPLP:LABL was primarily driven by the PLP antigen, determined via flow cytometry competitive dissociation studies. Fluorescence microscopy showed SAgAPLP:LABL induced mature receptor clustering that was faster than other HA arrays with only one type of grafted peptide. SAgAPLP:LABL molecules also reduced and inhibited IgM-stimulated signaling as discerned by a calcium flux assay. The molecular mechanisms of enhanced antigen-specific binding, mature receptor clustering, and dampened signaling observed in B cells may contribute to SAgAPLP:LABL therapeutic efficacy.
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Affiliation(s)
- Brittany L Hartwell
- Bioengineering Graduate Program, University of Kansas , 1520 West 15th Street, Lawrence, Kansas 66045, United States
| | - Francisco J Martinez-Becerra
- Immunology Core Laboratory of the Kansas Vaccine Institute, University of Kansas 2030 Becker Drive, Lawrence, Kansas 66047, United States.,Department of Pharmaceutical Chemistry, University of Kansas 2095 Constant Avenue, Lawrence, Kansas 66047, United States
| | - Jun Chen
- Department of Pharmaceutical Chemistry, University of Kansas 2095 Constant Avenue, Lawrence, Kansas 66047, United States
| | - Heather Shinogle
- Microscopy and Analytical Imaging Laboratory, University of Kansas 1200 Sunnyside Avenue, Lawrence, Kansas 66045, United States
| | - Michelle Sarnowski
- Department of Chemical and Petroleum Engineering, University of Kansas 1530 West 15th Street, Lawrence, Kansas 66045, United States
| | - David S Moore
- Microscopy and Analytical Imaging Laboratory, University of Kansas 1200 Sunnyside Avenue, Lawrence, Kansas 66045, United States
| | - Cory Berkland
- Bioengineering Graduate Program, University of Kansas , 1520 West 15th Street, Lawrence, Kansas 66045, United States.,Department of Pharmaceutical Chemistry, University of Kansas 2095 Constant Avenue, Lawrence, Kansas 66047, United States.,Department of Chemical and Petroleum Engineering, University of Kansas 1530 West 15th Street, Lawrence, Kansas 66045, United States
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