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Szikora B, Marx A, Jani PK, Pipek O, Müller V, Csabai I, Kacskovics I. FcRn Overexpression Expands Diversity of the Humoral Immune Response in bFcRn Transgenic Mice. Front Immunol 2020; 11:1887. [PMID: 32973781 PMCID: PMC7472951 DOI: 10.3389/fimmu.2020.01887] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 07/13/2020] [Indexed: 11/30/2022] Open
Abstract
The neonatal Fc receptor (FcRn) plays key roles in IgG and albumin homeostasis, maternal IgG transport, and antigen presentation of IgG-opsonized antigens. Previously, we reported that transgenic (Tg) mice that overexpress bovine FcRn (bFcRn) have augmented T-dependent humoral immune response with increased IgG protection, higher level of antigen-specific antibodies, greater number of antigen-specific B cells, and effective immune response even against weakly immunogenic epitopes. In this study we analyzed the diversity of the humoral immune response of bFcRn Tg mice, using a length distribution analysis (spectratyping) and next generation sequencing (NGS) of the immunoglobulin heavy chain variable regions. Our analysis showed that in response to immunization with ovalbumin or transfected cells that expressed a unique membrane protein, our Tg animals developed a more diverse plasma cell repertoire than controls, which manifested in greater numbers of different clones, and clusters with fewer highly expanded large clones, as identified by the variable region (CDR3) of the immunoglobulin heavy chain. The increased antibody diversity in Tg mice after immunization was observed at both IgM and IgG levels, indicating that the increased humoral immune diversity in Tg mice is due to a higher number of both activated, antigen-specific naïve and isotype switched B cells. We thus demonstrated that the BCR repertoire of the immunized bFcRn Tg animals is more diverse compared to wild type mice, which likely makes these Tg mice a better choice for monoclonal antibody production against challenging antigens, including the extracellular regions of cell membrane proteins.
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Affiliation(s)
- Bence Szikora
- Department of Immunology, Institute of Biology, Eötvös Loránd University, Budapest, Hungary
| | - Anita Marx
- Department of Immunology, Institute of Biology, Eötvös Loránd University, Budapest, Hungary
| | | | - Orsolya Pipek
- Department of Physics of Complex Systems, Institute of Physics, Eötvös Loránd University, Budapest, Hungary
| | - Viktor Müller
- Department of Plant Systematics, Ecology and Theoretical Biology, Institute of Biology, Eötvös Loránd University, Budapest, Hungary
| | - István Csabai
- Department of Physics of Complex Systems, Institute of Physics, Eötvös Loránd University, Budapest, Hungary
| | - Imre Kacskovics
- Department of Immunology, Institute of Biology, Eötvös Loránd University, Budapest, Hungary.,ImmunoGenes Ltd., Budakeszi, Hungary
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Broodman I, Lindemans J, van Sten J, Bischoff R, Luider T. Serum Protein Markers for the Early Detection of Lung Cancer: A Focus on Autoantibodies. J Proteome Res 2016; 16:3-13. [DOI: 10.1021/acs.jproteome.6b00559] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
| | | | | | - Rainer Bischoff
- Analytical
Biochemistry, Department of Pharmacy, University of Groningen, Antonius
Deusinglaan 1, 9713 AV Groningen, The Netherlands
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Elhanati Y, Sethna Z, Marcou Q, Callan CG, Mora T, Walczak AM. Inferring processes underlying B-cell repertoire diversity. Philos Trans R Soc Lond B Biol Sci 2016; 370:rstb.2014.0243. [PMID: 26194757 PMCID: PMC4528420 DOI: 10.1098/rstb.2014.0243] [Citation(s) in RCA: 119] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
We quantify the VDJ recombination and somatic hypermutation processes in human B cells using probabilistic inference methods on high-throughput DNA sequence repertoires of human B-cell receptor heavy chains. Our analysis captures the statistical properties of the naive repertoire, first after its initial generation via VDJ recombination and then after selection for functionality. We also infer statistical properties of the somatic hypermutation machinery (exclusive of subsequent effects of selection). Our main results are the following: the B-cell repertoire is substantially more diverse than T-cell repertoires, owing to longer junctional insertions; sequences that pass initial selection are distinguished by having a higher probability of being generated in a VDJ recombination event; somatic hypermutations have a non-uniform distribution along the V gene that is well explained by an independent site model for the sequence context around the hypermutation site.
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Affiliation(s)
- Yuval Elhanati
- Laboratoire de physique théorique, UMR8549, CNRS and École normale supérieure, 24, rue Lhomond, 75005 Paris, France
| | - Zachary Sethna
- Joseph Henry Laboratories, Princeton University, Princeton, NJ 08544, USA
| | - Quentin Marcou
- Laboratoire de physique théorique, UMR8549, CNRS and École normale supérieure, 24, rue Lhomond, 75005 Paris, France
| | - Curtis G Callan
- Joseph Henry Laboratories, Princeton University, Princeton, NJ 08544, USA
| | - Thierry Mora
- Laboratoire de physique statistique, UMR8550, CNRS and École normale supérieure, 24, rue Lhomond, 75005 Paris, France
| | - Aleksandra M Walczak
- Laboratoire de physique théorique, UMR8549, CNRS and École normale supérieure, 24, rue Lhomond, 75005 Paris, France
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Tete SM, Kipling D, Westra J, de Haan A, Bijl M, Dunn-Walters DK, Sahota SS, Bos NA. Monoclonal paraprotein influences baseline B-cell repertoire diversity and perturbates influenza vaccination-induced B-cell response. Exp Hematol 2015; 43:439-47.e1. [PMID: 25795522 DOI: 10.1016/j.exphem.2015.02.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 01/22/2015] [Accepted: 02/12/2015] [Indexed: 01/10/2023]
Abstract
Monoclonal gammopathy of undetermined significance (MGUS) arises from a clonal expansion of plasma cells in the bone marrow, secreting monoclonal (M) paraprotein. It is associated with increased susceptibility to infections, which may reflect altered B-cell repertoire. To investigate this, we examined the immunoglobulin (Ig) M, IgG, and IgA B-cell repertoire diversity in MGUS at baseline and after influenza vaccination (n = 16) in comparison with healthy controls (HCs; n = 16). The Complementary Determining Region 3 region of the immunoglobulin heavy chain variable region gene was amplified and B-cell spectratypes analyzed by high-resolution electrophoresis. Spectratype Gaussian distribution, kurtosis, and skewness were quantified to measure repertoire shifts. Both HC and MGUS baseline spectratypes show interindividual variability that is more pronounced in the IGHG and IGHA repertoires. Overall, baseline B-cell repertoire is more altered in MGUS, with oligoclonality observed in 50% (p = 0.01). Postvaccination, significant differences emerged in MGUS in relation to M-protein levels. High M-protein concentration is associated with a more oligoclonal IgG and IgA response at day 7 postvaccination, and, in contrast to HCs, vaccination also induced significant perturbations in the MGUS IgM repertoire at day 7 (p = 0.005). Monoclonal expansion in MGUS thus has an effect on the baseline B-cell repertoire and influences the recruited repertoire upon vaccination.
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Affiliation(s)
- Sarah M Tete
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Cancer Sciences Academic Unit, University of Southampton School of Medicine, Southampton, United Kingdom
| | - David Kipling
- Institute of Cancer and Genetics, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Johanna Westra
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Aalzen de Haan
- Molecular Virology Section, Department of Medical Microbiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marc Bijl
- Department of Internal Medicine and Rheumatology, Martini Ziekenhuis, Groningen, The Netherlands
| | - Deborah K Dunn-Walters
- Peter Gorer Department of Immunobiology, King's College London School of Medicine, London, United Kingdom
| | - Surinder S Sahota
- Cancer Sciences Academic Unit, University of Southampton School of Medicine, Southampton, United Kingdom
| | - Nicolaas A Bos
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
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de Costa D, Broodman I, Calame W, Stingl C, Dekker LJM, Vernhout RM, de Koning HJ, Hoogsteden HC, Smitt PAES, van Klaveren RJ, Luider TM, VanDuijn MM. Peptides from the variable region of specific antibodies are shared among lung cancer patients. PLoS One 2014; 9:e96029. [PMID: 24787687 PMCID: PMC4006902 DOI: 10.1371/journal.pone.0096029] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Accepted: 04/03/2014] [Indexed: 11/19/2022] Open
Abstract
Late diagnosis of lung cancer is still the main reason for high mortality rates in lung cancer. Lung cancer is a heterogeneous disease which induces an immune response to different tumor antigens. Several methods for searching autoantibodies have been described that are based on known purified antigen panels. The aim of our study is to find evidence that parts of the antigen-binding-domain of antibodies are shared among lung cancer patients. This was investigated by a novel approach based on sequencing antigen-binding-fragments (Fab) of immunoglobulins using proteomic techniques without the need of previously known antigen panels. From serum of 93 participants of the NELSON trial IgG was isolated and subsequently digested into Fab and Fc. Fab was purified from the digested mixture by SDS-PAGE. The Fab containing gel-bands were excised, tryptic digested and measured on a nano-LC-Orbitrap-Mass-spectrometry system. Multivariate analysis of the mass spectrometry data by linear canonical discriminant analysis combined with stepwise logistic regression resulted in a 12-antibody-peptide model which was able to distinguish lung cancer patients from controls in a high risk population with a sensitivity of 84% and specificity of 90%. With our Fab-purification combined Orbitrap-mass-spectrometry approach, we found peptides from the variable-parts of antibodies which are shared among lung cancer patients.
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Affiliation(s)
- Dominique de Costa
- Department of Pulmonology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Ingrid Broodman
- Department of Clinical Chemistry, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Wim Calame
- StatistiCal BV, Wassenaar, The Netherlands
| | - Christoph Stingl
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - René M. Vernhout
- Unit of Trials and Statistics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Harry J. de Koning
- Unit of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Henk C. Hoogsteden
- Department of Pulmonology, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Rob J. van Klaveren
- Department of Pulmonology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Theo M. Luider
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
- * E-mail:
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Pickman Y, Dunn-Walters D, Mehr R. BCR CDR3 length distributions differ between blood and spleen and between old and young patients, and TCR distributions can be used to detect myelodysplastic syndrome. Phys Biol 2013; 10:056001. [PMID: 23965732 DOI: 10.1088/1478-3975/10/5/056001] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Complementarity-determining region 3 (CDR3) is the most hyper-variable region in B cell receptor (BCR) and T cell receptor (TCR) genes, and the most critical structure in antigen recognition and thereby in determining the fates of developing and responding lymphocytes. There are millions of different TCR Vβ chain or BCR heavy chain CDR3 sequences in human blood. Even now, when high-throughput sequencing becomes widely used, CDR3 length distributions (also called spectratypes) are still a much quicker and cheaper method of assessing repertoire diversity. However, distribution complexity and the large amount of information per sample (e.g. 32 distributions of the TCRα chain, and 24 of TCRβ) calls for the use of machine learning tools for full exploration. We have examined the ability of supervised machine learning, which uses computational models to find hidden patterns in predefined biological groups, to analyze CDR3 length distributions from various sources, and distinguish between experimental groups. We found that (a) splenic BCR CDR3 length distributions are characterized by low standard deviations and few local maxima, compared to peripheral blood distributions; (b) healthy elderly people's BCR CDR3 length distributions can be distinguished from those of the young; and (c) a machine learning model based on TCR CDR3 distribution features can detect myelodysplastic syndrome with approximately 93% accuracy. Overall, we demonstrate that using supervised machine learning methods can contribute to our understanding of lymphocyte repertoire diversity.
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Affiliation(s)
- Yishai Pickman
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan, Israel
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Maat P, VanDuijn M, Brouwer E, Dekker L, Zeneyedpour L, Luider T, Smitt PS. Mass spectrometric detection of antigen-specific immunoglobulin peptides in paraneoplastic patient sera. J Autoimmun 2012; 38:354-60. [DOI: 10.1016/j.jaut.2012.02.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2011] [Revised: 02/24/2012] [Accepted: 02/26/2012] [Indexed: 10/28/2022]
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Ademokun A, Wu YC, Martin V, Mitra R, Sack U, Baxendale H, Kipling D, Dunn-Walters DK. Vaccination-induced changes in human B-cell repertoire and pneumococcal IgM and IgA antibody at different ages. Aging Cell 2011; 10:922-30. [PMID: 21726404 PMCID: PMC3264704 DOI: 10.1111/j.1474-9726.2011.00732.x] [Citation(s) in RCA: 105] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2011] [Indexed: 01/10/2023] Open
Abstract
It is well known that older people are more susceptible to morbidity and mortality from infectious diseases, particularly from pulmonary diseases such as pneumococcal pneumonia where vaccines do not provide efficient protection as in younger populations. We have previously shown that the B-cell repertoire in the old is reduced and hypothesise that this may contribute to the impaired humoral responses of the elderly. Here, we investigated the repertoire and antibody responses to winter vaccination in two age groups, aged 18-49 and 65-89. We found that the serum IgM and IgA pneumococcal responses were significantly impaired in the older group, with no difference in IgG levels. IGHM spectratype analysis seems to be the most promising in terms of its predictive ability for vaccine responses. Spectratypes showed a clear change in the repertoire at day 7 after vaccination, with a return to the baseline levels at day 28. The changes at day 7 reflected expansion of IGH sequences that have smaller, more hydrophilic, CDR3 regions, and these changes were attenuated in the older group. The older group was more likely to have spectratypes indicative of a reduced diversity at day 0 and day 28. On average, the baseline repertoire in the older group was comprised of larger CDR3 regions than in the younger group. In conclusion, IgA and IgM responses are significantly impaired in the elderly pneumococcal response and are likely key mediators of protection. Hydrophilicity and/or small size of the IGH CDR3 appear to be important in these responses.
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Affiliation(s)
- Alexander Ademokun
- Peter Gorer Department of Immunobiology, King's College London School of Medicine, London, UK
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Chevigné A, Fischer A, Mathu J, Counson M, Beaupain N, Plesséria JM, Schmit JC, Deroo S. Selection of a CXCR4 antagonist from a human heavy chain CDR3-derived phage library. FEBS J 2011; 278:2867-78. [DOI: 10.1111/j.1742-4658.2011.08208.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Rizzi M, Knoth R, Hampe CS, Lorenz P, Gougeon ML, Lemercier B, Venhoff N, Ferrera F, Salzer U, Thiesen HJ, Peter HH, Walker UA, Eibel H. Long-lived plasma cells and memory B cells produce pathogenic anti-GAD65 autoantibodies in Stiff Person Syndrome. PLoS One 2010; 5:e10838. [PMID: 20520773 PMCID: PMC2877104 DOI: 10.1371/journal.pone.0010838] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2010] [Accepted: 04/22/2010] [Indexed: 11/25/2022] Open
Abstract
Stiff person syndrome (SPS) is a rare, neurological disorder characterized by sudden cramps and spasms. High titers of enzyme-inhibiting IgG autoantibodies against the 65 kD isoform of glutamic acid decarboxylase (GAD65) are a hallmark of SPS, implicating an autoimmune component in the pathology of the syndrome. Studying the B cell compartment and the anti-GAD65 B cell response in two monozygotic twins suffering from SPS, who were treated with the B cell-depleting monoclonal anti-CD20 antibody rituximab, we found that the humoral autoimmune response in SPS is composed of a rituximab-sensitive part that is rapidly cleared after treatment, and a rituximab-resistant component, which persists and acts as a reservoir for autoantibodies inhibiting GAD65 enzyme activity. Our data show that these potentially pathogenic anti-GAD65 autoantibodies are secreted by long-lived plasma cells, which may either be persistent or develop from rituximab-resistant memory B lymphocytes. Both subsets represent only a fraction of anti-GAD65 autoantibody secreting cells. Therefore, the identification and targeting of this compartment is a key factor for successful treatment planning of SPS and of similar autoimmune diseases.
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Affiliation(s)
- Marta Rizzi
- Department of Rheumatology and Clinical Immunology, University Medical Center Freiburg, Freiburg, Germany
- Centre of Chronic Immunodeficiency, University Medical Center Freiburg, Freiburg, Germany
- Clinical Research Unit for Rheumatology, University Medical Center Freiburg, Freiburg, Germany
| | - Rolf Knoth
- Department of Neuropathology, Institute of Pathology, University Medical Center Freiburg, Freiburg, Germany
| | - Christiane S. Hampe
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - Peter Lorenz
- Institute of Immunology, University of Rostock, Rostock, Germany
| | - Marie-Lise Gougeon
- Institut Pasteur, Antiviral Immunity, Biotherapy and Vaccine Unit, Paris, France
| | - Brigitte Lemercier
- Institut Pasteur, Antiviral Immunity, Biotherapy and Vaccine Unit, Paris, France
| | - Nils Venhoff
- Department of Rheumatology and Clinical Immunology, University Medical Center Freiburg, Freiburg, Germany
- Centre of Chronic Immunodeficiency, University Medical Center Freiburg, Freiburg, Germany
| | - Francesca Ferrera
- Centre of Excellence for Biomedical Research, University of Genova, Genova, Italy
| | - Ulrich Salzer
- Department of Rheumatology and Clinical Immunology, University Medical Center Freiburg, Freiburg, Germany
- Centre of Chronic Immunodeficiency, University Medical Center Freiburg, Freiburg, Germany
| | | | - Hans-Hartmut Peter
- Department of Rheumatology and Clinical Immunology, University Medical Center Freiburg, Freiburg, Germany
- Centre of Chronic Immunodeficiency, University Medical Center Freiburg, Freiburg, Germany
| | - Ulrich A. Walker
- Department of Rheumatology at Basel University, Basel, Switzerland
| | - Hermann Eibel
- Department of Rheumatology and Clinical Immunology, University Medical Center Freiburg, Freiburg, Germany
- Centre of Chronic Immunodeficiency, University Medical Center Freiburg, Freiburg, Germany
- Clinical Research Unit for Rheumatology, University Medical Center Freiburg, Freiburg, Germany
- * E-mail:
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Burioni R, Canducci F, Saita D, Perotti M, Mancini N, De Marco D, Clementi N, Chieffo A, Denaro M, Cianflone D, Manfredi AA, Colombo A, Maseri A, Clementi M. Antigen-driven evolution of B lymphocytes in coronary atherosclerotic plaques. THE JOURNAL OF IMMUNOLOGY 2009; 183:2537-44. [PMID: 19635916 DOI: 10.4049/jimmunol.0901076] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Recent data indicated that adaptive immunity is involved in the process of atherogenesis. Oligoclonal recruitment of T lymphocytes has been described in coronary plaques of patients with acute coronary syndrome. However, the nature of immune response remains to be determined. In the present study, we examined the Ab response in six coronary plaques obtained by endoluminal directional atherectomy. The IgG1/kappa-coding gene repertoires of B lymphocytes present in circulating blood and in coronary plaques were cloned and analyzed. In all of the six plaques, we observed 1) a skewed usage of heavy and light IgG1/kappa Ab-coding genes, 2) an oligoclonal distribution of V(K), J(K), and V(H), D(H), and J(H) genes with overrepresentation of some rarely used IgG genes, and 3) the unequivocal signs of Ag-driven clonal expansion and evolution of B cells. The data document for the first time the presence of a local Ag-driven clonal evolution of B cells in human atherosclerotic plaques.
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High Frequency of Clonal Immunoglobulin Receptor Gene Rearrangements in Sporadic Histiocytic/Dendritic Cell Sarcomas. Am J Surg Pathol 2009; 33:863-73. [DOI: 10.1097/pas.0b013e31819287b8] [Citation(s) in RCA: 75] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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