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Elshikha AS, Ge Y, Brown J, Kanda N, Zadeh M, Abboud G, Choi SC, Silverman G, Garrett TJ, Clapp WL, Mohamadzadeh M, Morel L. Pharmacologic inhibition of glycolysis prevents the development of lupus by altering the gut microbiome in mice. iScience 2023; 26:107122. [PMID: 37416482 PMCID: PMC10320500 DOI: 10.1016/j.isci.2023.107122] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 03/21/2023] [Accepted: 06/09/2023] [Indexed: 07/08/2023] Open
Abstract
Gut dysbiosis has been associated with lupus pathogenesis, and fecal microbiota transfers (FMT) from lupus-prone mice shown to induce autoimmune activation into healthy mice. The immune cells of lupus patients exhibit an increased glucose metabolism and treatments with 2-deoxy-D-glucose (2DG), a glycolysis inhibitor, are therapeutic in lupus-prone mice. Here, we showed in two models of lupus with different etiologies that 2DG altered the composition of the fecal microbiome and associated metabolites. In both models, FMT from 2DG-treated mice protected lupus-prone mice of the same strain from the development of glomerulonephritis, reduced autoantibody production as well as the activation of CD4+ T cells and myeloid cells as compared to FMT from control mice. Thus, we demonstrated that the protective effect of glucose inhibition in lupus is transferable through the gut microbiota, directly linking alterations in immunometabolism to gut dysbiosis in the hosts.
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Affiliation(s)
- Ahmed S. Elshikha
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
- The Laboratory of B Cell Immunobiology and the Division of Rheumatology, NYU School of Medicine, New York, NY 10016, USA
| | - Yong Ge
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health, San Antonio, TX 78229, USA
- The Laboratory of B Cell Immunobiology and the Division of Rheumatology, NYU School of Medicine, New York, NY 10016, USA
| | - Josephine Brown
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Nathalie Kanda
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health, San Antonio, TX 78229, USA
| | - Mojgan Zadeh
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health, San Antonio, TX 78229, USA
| | - Georges Abboud
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Seung-Chul Choi
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health, San Antonio, TX 78229, USA
| | - Gregg Silverman
- The Laboratory of B Cell Immunobiology and the Division of Rheumatology, NYU School of Medicine, New York, NY 10016, USA
| | - Timothy J. Garrett
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - William L. Clapp
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Mansour Mohamadzadeh
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health, San Antonio, TX 78229, USA
| | - Laurence Morel
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health, San Antonio, TX 78229, USA
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Giordano D, Kuley R, Draves KE, Elkon KB, Giltiay NV, Clark EA. B cell-activating factor (BAFF) from dendritic cells, monocytes and neutrophils is required for B cell maturation and autoantibody production in SLE-like autoimmune disease. Front Immunol 2023; 14:1050528. [PMID: 36923413 PMCID: PMC10009188 DOI: 10.3389/fimmu.2023.1050528] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 02/09/2023] [Indexed: 03/03/2023] Open
Abstract
Purpose and methods B cell-activating factor (BAFF) contributes to the pathogenesis of autoimmune diseases including systemic lupus erythematosus (SLE). Although several anti-BAFF Abs and derivatives have been developed for the treatment of SLE, the specific sources of BAFF that sustain autoantibody (auto-Ab) producing cells have not been definitively identified. Using BAFF-RFP reporter mice, we identified major changes in BAFF-producing cells in two mouse spontaneous lupus models (Tlr7 Tg mice and Sle1), and in a pristane-induced lupus (PIL) model. Results First, we confirmed that similar to their wildtype Tlr7 Tg and Sle1 mice counterparts, BAFF-RFP Tlr7 Tg mice and BAFF-RFP Sle1 mice had increased BAFF serum levels, which correlated with increases in plasma cells and auto-Ab production. Next, using the RFP reporter, we defined which cells had dysregulated BAFF production. BAFF-producing neutrophils (Nphs), monocytes (MOs), cDCs, T cells and B cells were all expanded in the spleens of BAFF-RFP Tlr7 Tg mice and BAFF-RFP Sle1 mice compared to controls. Furthermore, Ly6Chi inflammatory MOs and T cells had significantly increased BAFF expression per cell in both spontaneous lupus models, while CD8- DCs up-regulated BAFF expression only in the Tlr7 Tg mice. Similarly, pristane injection of BAFF-RFP mice induced increases in serum BAFF levels, auto-Abs, and the expansion of BAFF-producing Nphs, MOs, and DCs in both the spleen and peritoneal cavity. BAFF expression in MOs and DCs, in contrast to BAFF from Nphs, was required to maintain homeostatic and pristane-induced systemic BAFF levels and to sustain mature B cell pools in spleens and BMs. Although acting through different mechanisms, Nph, MO and DC sources of BAFF were each required for the development of auto-Abs in PIL mice. Conclusions Our findings underscore the importance of considering the relative roles of specific myeloid BAFF sources and B cell niches when developing treatments for SLE and other BAFF-associated autoimmune diseases.
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Affiliation(s)
- Daniela Giordano
- Department of Medicine, Division of Rheumatology, University of Washington, Seattle, WA, United States
- *Correspondence: Daniela Giordano,
| | - Runa Kuley
- Department of Medicine, Division of Rheumatology, University of Washington, Seattle, WA, United States
| | - Kevin E. Draves
- Department of Microbiology, University of Washington, Seattle, WA, United States
| | - Keith B. Elkon
- Department of Medicine, Division of Rheumatology, University of Washington, Seattle, WA, United States
| | - Natalia V. Giltiay
- Department of Medicine, Division of Rheumatology, University of Washington, Seattle, WA, United States
| | - Edward A. Clark
- Department of Medicine, Division of Rheumatology, University of Washington, Seattle, WA, United States
- Department of Microbiology, University of Washington, Seattle, WA, United States
- Department of Immunology, University of Washington, Seattle, WA, United States
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Akama-Garren EH, Carroll MC. Lupus Susceptibility Loci Predispose Mice to Clonal Lymphocytic Responses and Myeloid Expansion. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2022; 208:2403-2424. [PMID: 35477687 PMCID: PMC9254690 DOI: 10.4049/jimmunol.2200098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 03/14/2022] [Indexed: 05/17/2023]
Abstract
Lupus susceptibility results from the combined effects of numerous genetic loci, but the contribution of these loci to disease pathogenesis has been difficult to study due to the large cellular heterogeneity of the autoimmune immune response. We performed single-cell RNA, BCR, and TCR sequencing of splenocytes from mice with multiple polymorphic lupus susceptibility loci. We not only observed lymphocyte and myeloid expansion, but we also characterized changes in subset frequencies and gene expression, such as decreased CD8 and marginal zone B cells and increased Fcrl5- and Cd5l-expressing macrophages. Clonotypic analyses revealed expansion of B and CD4 clones, and TCR repertoires from lupus-prone mice were distinguishable by algorithmic specificity prediction and unsupervised machine learning classification. Myeloid differential gene expression, metabolism, and altered ligand-receptor interaction were associated with decreased Ag presentation. This dataset provides novel mechanistic insight into the pathophysiology of a spontaneous model of lupus, highlighting potential therapeutic targets for autoantibody-mediated disease.
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Affiliation(s)
- Elliot H Akama-Garren
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA; and
- Harvard-MIT Health Sciences and Technology, Harvard Medical School, Boston, MA
| | - Michael C Carroll
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA; and
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Chan OTM, Madaio MP, Shlomchik MJ. B Cells Are Required for Lupus Nephritis in the Polygenic, Fas-Intact MRL Model of Systemic Autoimmunity. THE JOURNAL OF IMMUNOLOGY 1999. [DOI: 10.4049/jimmunol.163.7.3592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
B cells are required for both the expression of lupus nephritis and spontaneous T cell activation/memory cell accumulation in MRL-Faslpr mice (MRL/lpr). Autoimmunity in the MRL/lpr strain is the result of Fas-deficiency and multiple background genes; however, the precise roles of background genes vs Fas-deficiency have not been fully defined. Fas-deficiency (i.e., the lpr defect) is required in B cells for optimal autoantibody expression, raising the possibility that the central role for B cells in MRL/lpr mice may not extend to MRL/+ mice and, thus, to lupus models that do not depend on Fas-deficiency (“polygenic lupus”). To address this issue, B cell-deficient, Fas-intact MRL/+ mice (JHd-MRL/+) were created; and disease was evaluated in aged animals (>9 mo). The JHd-MRL/+ animals did not develop nephritis or vasculitis at a time when the B cell-intact littermates had severe disease. In addition, while activated/memory CD4+ and CD8+ T cells accumulated in B cell-intact mice, such accumulation was substantially inhibited in the absence of B cells. This effect appeared to be restricted to the MRL strain because it was not seen in B cell-deficient BALB/c mice (JHd-BALB) of similar ages. The results indicate that B cells are essential in promoting systemic autoimmunity in a Fas-independent model. Therefore, B cells have an important role in pathogenesis, generalizable to lupus models that depend on multiple genes even when Fas expression is intact. The results provide further rationale for B cell suppression as therapy for systemic lupus erythematosus.
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Affiliation(s)
| | - Michael P. Madaio
- ‡Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, PA 19104
| | - Mark J. Shlomchik
- *Section of Immunobiology and
- †Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT 06510; and
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Mohan C, Yu Y, Morel L, Yang P, Wakeland EK. Genetic Dissection of Sle Pathogenesis: Sle3 on Murine Chromosome 7 Impacts T Cell Activation, Differentiation, and Cell Death. THE JOURNAL OF IMMUNOLOGY 1999. [DOI: 10.4049/jimmunol.162.11.6492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Polyclonal, generalized T cell defects, as well as Ag-specific Th clones, are likely to contribute to pathology in murine lupus, but the genetic bases for these mechanisms remain unknown. Mapping studies indicate that loci on chromosomes 1 (Sle1), 4 (Sle2), 7 (Sle3), and 17 (Sle4) confer disease susceptibility in the NZM2410 lupus strain. B6.NZMc7 mice are C57BL/6 (B6) mice congenic for the NZM2410-derived chromosome 7 susceptibility interval, bearing Sle3. Compared with B6 controls, B6.NZMc7 mice exhibit elevated CD4:CD8 ratios (2.0 vs 1.34 in 1- to 3-mo-old spleens); an age-dependent accumulation of activated CD4+ T cells (33.4% vs 21.9% in 9- to 12-mo-old spleens); a more diffuse splenic architecture; and a stronger immune response to T-dependent, but not T-independent, Ags. In vitro, Sle3-bearing T cells show stronger proliferation, increased expansion of CD4+ T cells, and reduced apoptosis (with or without anti-Fas) following stimulation with anti-CD3. With age, the B cells in this strain acquire an activated phenotype. Thus, the NZM2410 allele of Sle3 appears to impact generalized T cell activation, and this may be causally related to the low grade, polyclonal serum autoantibodies seen in this strain. Epistatic interactions with other loci may be required to transform this relatively benign phenotype into overt autoimmunity, as seen in the NZM2410 strain.
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Affiliation(s)
- Chandra Mohan
- *Simmons Arthritis Research Center and Center for Immunology, University of Texas Southwestern Medical Center, Dallas, TX 75235; and
| | - Ying Yu
- †Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Laurence Morel
- †Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Ping Yang
- †Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
| | - Edward K. Wakeland
- *Simmons Arthritis Research Center and Center for Immunology, University of Texas Southwestern Medical Center, Dallas, TX 75235; and
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Sobel ES, Mohan C, Morel L, Schiffenbauer J, Wakeland EK. Genetic Dissection of SLE Pathogenesis: Adoptive Transfer of Sle1 Mediates the Loss of Tolerance by Bone Marrow-Derived B Cells. THE JOURNAL OF IMMUNOLOGY 1999. [DOI: 10.4049/jimmunol.162.4.2415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Sle1 is a potent autoimmune susceptibility locus on chromosome 1 originally identified in a genome scan of testcross progeny between the systemic lupus erythematosus-prone NZM2410 strain and C57BL/6. We subsequently produced B6.NZMc1, a congenic strain carrying the NZM2410-derived Sle1 genomic interval on the B6 background and demonstrated that Sle1 mediated the loss of tolerance to chromatin in both the B and T cell compartments. In this communication, we show by adoptive transfer experiments that the autoimmune phenotypes of Sle1 are completely reconstituted in B6 radiation chimeras receiving B6.NZMc1 bone marrow but not by the reciprocal reconstitution, demonstrating that Sle1 is functionally expressed in B cells. In additional experiments, cotransfer of mixtures of bone marrow derived from B6.NZMc1 and nonautoimmune congenic B6 mice carrying allelic T and B cell markers showed that only B cells derived from B6.NZMc1 bone marrow produced anti-chromatin autoantibodies. In contrast, increased expression of CD69 was equivalent in CD4+ T cells derived from either B6.NZMc1 or congenic B6 bone marrow, suggesting that either T cell population could be activated subsequent to loss of tolerance in the B cell compartment. These findings indicate that the expression of Sle1 in B cells is essential for the development of autoimmunity.
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Affiliation(s)
- Eric S. Sobel
- *Department of Medicine and Division of Rheumatology and Clinical Immunology,
- †Center for Mammalian Genetics, and
| | - Chandra Mohan
- ‡Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
- †Center for Mammalian Genetics, and
| | - Laurence Morel
- ‡Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
- †Center for Mammalian Genetics, and
| | - Joel Schiffenbauer
- *Department of Medicine and Division of Rheumatology and Clinical Immunology,
- †Center for Mammalian Genetics, and
| | - Edward K. Wakeland
- †Center for Mammalian Genetics, and
- ‡Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL 32610
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Kretz-Rommel A, Rubin RL. Persistence of Autoreactive T Cell Drive Is Required to Elicit Anti-Chromatin Antibodies in a Murine Model of Drug-Induced Lupus. THE JOURNAL OF IMMUNOLOGY 1999. [DOI: 10.4049/jimmunol.162.2.813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Abstract
Long-term treatment with procainamide and numerous other medications is occasionally associated with the development of drug-induced lupus. We recently established a murine model for this syndrome by disrupting central T cell tolerance. Two intrathymic injections of procainamide-hydroxylamine (PAHA), a reactive metabolite of procainamide, into (C57BL/6 × DBA/2)F1 mice resulted in the appearance of chromatin-reactive T cells and anti-chromatin autoantibodies. The current study explores in this model the role of autoreactive T cells in autoantibody production and examines why autoantibodies after a single intrathymic drug injection were much more limited in isotype and specificity. Injection of as few as 5000 chromatin-reactive T cells into naive, syngeneic mice induced a rapid IgM anti-denatured DNA response, while injection of at least 100-fold greater number of activated T cells was required for induction of IgG anti-chromatin Abs, suggesting that small numbers of autoreactive T cells can be homeostatically controlled. Mice subjected to a single intrathymic PAHA injection after receiving splenic B cells from an intrathymic PAHA-injected syngeneic donor also developed anti-chromatin Abs, but adoptive transfer of similarly primed T cells or of B cells without intrathymic PAHA injection of the recipient failed to produce an anti-chromatin response. However, anti-chromatin Abs developed after a single intrathymic PAHA injection in Fas-deficient C57BL/6-lpr/lpr mice, suggesting that activation-induced cell death limited autoimmunity in normal mice. Taken together, these results imply that chromatin-reactive T cells produced by intrathymic PAHA created a B cell population primed to somatically mutate and Ig class switch when subjected to a heavy load or second wave of autoreactive T cells.
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Affiliation(s)
- Anke Kretz-Rommel
- W. M. Keck Autoimmune Disease Center, Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA 92037
| | - Robert L. Rubin
- W. M. Keck Autoimmune Disease Center, Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA 92037
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8
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Hogarth MB, Slingsby JH, Allen PJ, Thompson EM, Chandler P, Davies KA, Simpson E, Morley BJ, Walport MJ. Multiple Lupus Susceptibility Loci Map to Chromosome 1 in BXSB Mice. THE JOURNAL OF IMMUNOLOGY 1998. [DOI: 10.4049/jimmunol.161.6.2753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Abstract
BXSB mice spontaneously develop a lupus-like syndrome that is accelerated by the Yaa gene (Y-linked autoimmune accelerator). We studied the phenotype of disease in (B10 × BXSB)F1 and (BXSB × (B10 × BXSB)F1) backcross mice and genotyped 224 backcross animals to allow a microsatellite-based genome-wide linkage analysis to be conducted. In the backcross population, three intervals on chromosome 1 showed significant linkage to disease, suggesting that multiple loci contribute to the production of autoimmune disease. D1Mit5 at 32.8 cM was linked to development of nephritis (χ2 = 15.68, p = 7.5 × 10−5), as was D1Mit12 at 63.1 cM (χ2 = 20.17, p = 7.1 × 10−6). D1Mit403 at 100 cM was linked to anti-dsDNA Ab production (χ2 = 17.28, p = 3.2 × 10−5). Suggestive linkages to antinuclear Abs and nephritis were identified on chromosome 3, to splenomegaly on chromosome 4, and to anti-ssDNA Ab production on chromosome 10. Chromosome 4 and the telomeric region of chromosome 1 have previously been linked to disease in other mouse models of systemic lupus erythematosus; however, the centromeric regions of chromosome 1 and chromosomes 3 and 10 are unique to BXSB. This implies that, though some loci may be common to a number of mouse models of lupus, different clusters of disease genes confer disease susceptibility in different strains of mice.
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Affiliation(s)
| | | | | | | | - Phillip Chandler
- ‡Transplantation Biology, Imperial College School of Medicine, Hammersmith Hospital, London, United Kingdom
| | | | - Elizabeth Simpson
- ‡Transplantation Biology, Imperial College School of Medicine, Hammersmith Hospital, London, United Kingdom
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James JA, Harley JB. A Model of Peptide-Induced Lupus Autoimmune B Cell Epitope Spreading Is Strain Specific and Is Not H-2 Restricted in Mice. THE JOURNAL OF IMMUNOLOGY 1998. [DOI: 10.4049/jimmunol.160.1.502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Anti-Sm is a common and specific autoantibody found in systemic lupus erythematosus. The peptide PPPGMRPP from Sm B/B′ is an early target of the autoimmune response in some anti-Sm-positive human patients. After immunization with this peptide on a MAP backbone, rabbits develop anti-Sm autoantibodies with B cell epitope spreading of the autoimmune response as well as other features of lupus autoimmunity. Various strains of inbred mice have been immunized with peptide PPPGMRPP or PSQQVMTP (nonantigenic region of Sm B/B′) in Freund’s adjuvant or with no peptide. All peptide-immunized mouse strains eventually develop high titers of specific anti-peptide of immunization Abs. Mice immunized with Freund’s adjuvant alone have no measurable Ab binding to the PPPGMRPP peptide. With time, nearly half the mouse strains tested develop Abs that react with additional regions of Sm B/B′ and Sm D. All the regions bound by mouse serum are major epitopes of the human systemic lupus erythematosus anti-Sm response. These same strains also develop significant anti-Sm and anti-nuclear ribonucleoprotein titers. In addition, some of these strains demonstrate positive anti-nuclear Abs and anti-dsDNA Abs. Experiments with congenic H-2 mice demonstrate that the H-2 region does not play a role in spreading the immune response from the peptide of immunization to other epitopes of the spliceosome. These results present a new murine model of B cell epitope spreading and lupus autoimmunity induced by peptide immunization that is strain specific and not apparently dependent upon the loci at H-2.
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Affiliation(s)
- Judith A. James
- Arthritis and Immunology, Oklahoma Medical Research Foundation, and College of Medicine, University of Oklahoma Health Sciences Center and U.S. Department of Veteran’s Affairs Medical Center, Oklahoma City, OK 73104
| | - John B. Harley
- Arthritis and Immunology, Oklahoma Medical Research Foundation, and College of Medicine, University of Oklahoma Health Sciences Center and U.S. Department of Veteran’s Affairs Medical Center, Oklahoma City, OK 73104
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