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Wang Y, Yuan X, Wang T, Wei W, Wu S, Hou H. Comprehensive evaluation of immune dysregulation in secondary hemophagocytic lymphohistiocytosis. Virulence 2024; 15:2342276. [PMID: 38629410 PMCID: PMC11028026 DOI: 10.1080/21505594.2024.2342276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 04/08/2024] [Indexed: 04/19/2024] Open
Abstract
Host immune dysfunction plays a crucial role in the onset, progression, and outcome of hemophagocytic lymphohistiocytosis (HLH). This study aimed to comprehensively evaluate the peripheral immune profiles in patients with newly diagnosed secondary hemophagocytic lymphohistiocytosis (sHLH), and explore their predictive value for patient prognosis. A total of 77 patients with sHLH were enrolled in this study, with 31 of them experiencing mortality. Flow cytometry was used to assess the percentages, absolute numbers, and phenotypes of lymphocyte subsets. Simultaneously, cytokine levels and routine laboratory indicators were also collected. In sHLH patients, lymphocyte subset absolute numbers were significantly impaired, accompanied by T cell hyperactivation, B cell hyperactivation, and increased plasmablast proliferation. Prognostic analysis revealed that lower CD8+ T cell percentages, elevated APTT, IL-6, IL-10 levels, and increased CD4+CD28null T cell proportions were associated with poor patient outcomes. The study demonstrates dysregulation in the counts and phenotypes of lymphocyte subsets in sHLH patients. Several key factors, including IL-6, IL-10, APTT, and various T cell percentages, have potential as prognostic markers and therapeutic targets in sHLH.
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Affiliation(s)
- Yun Wang
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xu Yuan
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ting Wang
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wei Wei
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shiji Wu
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hongyan Hou
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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2
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Abir AH, Weckwerth L, Wilhelm A, Thomas J, Reichardt CM, Munoz L, Völkl S, Appelt U, Mroz M, Niesner R, Hauser A, Sophie Fischer R, Pracht K, Jäck HM, Schett G, Krönke G, Mielenz D. Metabolic profiling of single cells by exploiting NADH and FAD fluorescence via flow cytometry. Mol Metab 2024; 87:101981. [PMID: 38971403 PMCID: PMC11300934 DOI: 10.1016/j.molmet.2024.101981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 06/14/2024] [Accepted: 06/27/2024] [Indexed: 07/08/2024] Open
Abstract
OBJECTIVE The metabolism of different cells within the same microenvironment can differ and dictate physiological or pathological adaptions. Current single-cell analysis methods of metabolism are not label-free. METHODS The study introduces a label-free, live-cell analysis method assessing endogenous fluorescence of NAD(P)H and FAD in surface-stained cells by flow cytometry. RESULTS OxPhos inhibition, mitochondrial uncoupling, glucose exposure, genetic inactivation of glucose uptake and mitochondrial respiration alter the optical redox ratios of FAD and NAD(P)H as measured by flow cytometry. Those alterations correlate strongly with measurements obtained by extracellular flux analysis. Consequently, metabolically distinct live B-cell populations can be resolved, showing that human memory B-cells from peripheral blood exhibit a higher glycolytic flexibility than naïve B cells. Moreover, the comparison of blood-derived B- and T-lymphocytes from healthy donors and rheumatoid arthritis patients unleashes rheumatoid arthritis-associated metabolic traits in human naïve and memory B-lymphocytes. CONCLUSIONS Taken together, these data show that the optical redox ratio can depict metabolic differences in distinct cell populations by flow cytometry.
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Affiliation(s)
- Ariful Haque Abir
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Nikolaus-Fiebiger-Center, Glückstr. 6, 91054 Erlangen, Germany
| | - Leonie Weckwerth
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Nikolaus-Fiebiger-Center, Glückstr. 6, 91054 Erlangen, Germany
| | - Artur Wilhelm
- Department of Internal Medicine 3 - Rheumatology and Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Erlangen, Germany; Deutsches Zentrum für Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Jana Thomas
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Nikolaus-Fiebiger-Center, Glückstr. 6, 91054 Erlangen, Germany
| | - Clara M Reichardt
- Department of Internal Medicine 3 - Rheumatology and Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Erlangen, Germany; Deutsches Zentrum für Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Luis Munoz
- Department of Internal Medicine 3 - Rheumatology and Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Erlangen, Germany; Deutsches Zentrum für Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Simon Völkl
- Department of Internal Medicine 5, Hematology and Oncology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054 Erlangen, Germany
| | - Uwe Appelt
- Flow cytometry core unit, Friedrich-Alexander-Universität Erlangen-Nürnberg, Glückstr. 6, 91054 Erlangen, Germany
| | - Markus Mroz
- Flow cytometry core unit, Friedrich-Alexander-Universität Erlangen-Nürnberg, Glückstr. 6, 91054 Erlangen, Germany
| | - Raluca Niesner
- Deutsches Rheumaforschungszentrum Berlin, Biophysikalische Analytik, Charitéplatz 1, 10117 Berlin, Germany; Freie Universität Berlin, Dynamisches und funktionelles in vivo Imaging, Adresse: Oertzenweg 19b, 14163 Berlin, Germany
| | - Anja Hauser
- Medizinische Klinik mit Schwerpunkt Rheumatologie und Klinische Immunologie, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Deutsches Rheumaforschungszentrum Berlin, Immundynamik, Charitéplatz 1, 10117 Berlin, Germany
| | - Rebecca Sophie Fischer
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Nikolaus-Fiebiger-Center, Glückstr. 6, 91054 Erlangen, Germany
| | - Katharina Pracht
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Nikolaus-Fiebiger-Center, Glückstr. 6, 91054 Erlangen, Germany
| | - Hans-Martin Jäck
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Nikolaus-Fiebiger-Center, Glückstr. 6, 91054 Erlangen, Germany
| | - Georg Schett
- Department of Internal Medicine 3 - Rheumatology and Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Erlangen, Germany; Deutsches Zentrum für Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Gerhard Krönke
- Department of Internal Medicine 3 - Rheumatology and Immunology, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Erlangen, Germany; Deutsches Zentrum für Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany; Medizinische Klinik mit Schwerpunkt Rheumatologie und Klinische Immunologie, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Dirk Mielenz
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Nikolaus-Fiebiger-Center, Glückstr. 6, 91054 Erlangen, Germany.
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3
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Luo J, Zhang J, Ju B, Wang Y, Hu N, Li Q, Xu Q, Pu D, Hao Z, Huo Y, Lv X, He L. JAK inhibitors attenuate hyperactivation of nonswitched memory B cells in rheumatoid arthritis patients in remission. Arthritis Res Ther 2024; 26:134. [PMID: 39020445 PMCID: PMC11253427 DOI: 10.1186/s13075-024-03374-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 07/08/2024] [Indexed: 07/19/2024] Open
Abstract
OBJECTIVE To investigate the distribution and activation of B-cell subpopulations in rheumatoid arthritis (RA) patients treated with Janus kinase inhibitors (JAKis) and to analyze their correlation with disease remission. METHODS Peripheral blood samples were collected from 23 adult healthy controls and 58 RA patients, 31 of whom were treated with JAKis and assessed during a 24-month follow-up. The number of peripheral B-cell subpopulations (including naive B cells, nonswitched memory B (NSMB) cells, switched memory B cells, and double-negative B cells), their activation, and phosphorylation of SYK and AKT upon B-cell receptor (BCR) stimulation in each population were analyzed by flow cytometry. RESULTS Compared with that in healthy controls, the frequency of NSMB cells was significantly lower in new-onset untreated RA patients. However, expression of CD40, CD80, CD95, CD21low and pAKT significantly increased in these NSMB cells. Additionally, the number of NSMB cells correlated negatively with DAS28-ESR and IgG and IgA levels in these patients; expression of CD80, CD95 and CD21low on NSMB cells correlated positively with DAS28-ESR and IgG and IgA levels. After treatment with JAKis, the serum IgG concentration significantly decreased in RA patients in remission, but CD40, CD95 and pAKT levels in NSMB cells significantly decreased. CONCLUSION RA patients present different B-cell subpopulations, in which the frequency of NSMB cells is negatively associated with disease activity. However, treatment with JAKis can inhibit activation of NSMB cells, restore the balance of kinase phosphorylation, and facilitate disease remission in RA patients.
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Affiliation(s)
- Jing Luo
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Jing Zhang
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Bomiao Ju
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Yanhua Wang
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Nan Hu
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Qian Li
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Qianyun Xu
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Dan Pu
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Zhiming Hao
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China
| | - Yongwei Huo
- Department of Human Anatomy and Histology and Embryology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, 710061, China
| | - Xiaohong Lv
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China.
| | - Lan He
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, China.
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4
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Zhou D, Zi C, Gan G, Tang S, Chen Q. An exploration of the causal relationship between 731 immunophenotypes and osteoporosis: a bidirectional Mendelian randomized study. Front Endocrinol (Lausanne) 2024; 15:1341002. [PMID: 39086903 PMCID: PMC11288873 DOI: 10.3389/fendo.2024.1341002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 07/03/2024] [Indexed: 08/02/2024] Open
Abstract
Background There are complex interactions between osteoporosis and the immune system, and it has become possible to explore their causal relationship based on Mendelian randomization methods. Methods Utilizing openly accessible genetic data and employing Mendelian randomization analysis, we investigated the potential causal connection between 731 immune cell traits and the risk of developing osteoporosis. Results Ten immune cell phenotypes were osteoporosis protective factors and three immune cell phenotypes were osteoporosis risk factors. Specifically, the odds ratio (OR) of IgD+ CD24+ %B cell (B cell panel) risk on Osteoporosis was estimated to be 0.9986 (95% CI = 0.9978~0.9996, P<0.01). The OR of CD24+ CD27+ %B cell (B cell panel) risk on Osteoporosis was estimated to be 0.9991 (95% CI = 0.9984~0.9998, P = 0.021). The OR of CD33- HLA DR+AC (Myeloid cell panel) risk on Osteoporosis was estimated to be 0.9996 (95% CI = 0.9993~0.9999, P = 0.038). The OR of EM CD8br %CD8br (Maturation stages of T cell panel) risk on Osteoporosis was estimated to be 1.0004 (95% CI = 1.0000~1.0008, P = 0.045). The OR of CD25 on IgD+ (B cell panel) risk on Osteoporosis was estimated to be 0.9995 (95% CI = 0.9991~0.9999, P = 0.024). The OR of CD25 on CD39+ activated Treg+ (Treg panel) risk on Osteoporosis was estimated to be 1.001 (95% CI = 1.0001~1.0019, P = 0.038). The OR of CCR2 on CD62L+ myeloid DC (cDC panel) risk on Osteoporosis was estimated to be 0.9992 (95% CI = 0.9984~0.9999, P = 0.048). The OR of CCR2 on CD62L+ plasmacytoid DC (cDC panel) risk on Osteoporosis was estimated to be 0.9993 (95% CI = 0.9987~0.9999, P = 0.035). The OR of CD45 on CD33dim HLA DR+ CD11b- (Myeloid cell panel) risk on Osteoporosis was estimated to be 0.9988 (95% CI = 0.9977~0.9998, P = 0.031). The OR of CD45 on Mo MDSC (Myeloid cell panel) risk on Osteoporosis was estimated to be 0.9992 (95% CI = 0.9985~0.9998, P = 0.017). The OR of SSC-A on B cell (TBNK panel) risk on Osteoporosis was estimated to be 0.9986 (95% CI = 0.9972~0.9999, P = 0.042). The OR of CD11c on CD62L+ myeloid DC (cDC panel) risk on Osteoporosis was estimated to be 0.9987 (95% CI = 0.9978~0.9996, P<0.01). The OR of HLA DR on DC (cDC panel) risk on Osteoporosis was estimated to be 1.0007 (95% CI = 1.0002~1.0011, P<0.01). No causal effect of osteoporosis on immune cells was observed. Conclusions Our study identified 13 unreported immune phenotypes that are causally related to osteoporosis, providing a theoretical basis for the bone immunology doctrine.
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Affiliation(s)
- Dongqi Zhou
- Department of Traditional Chinese Medicine, Sichuan Taikang Hospital, Chengdu, Sichuan, China
| | - Changyan Zi
- Department of Traditional Chinese Medicine, Sichuan Taikang Hospital, Chengdu, Sichuan, China
| | - Gaofeng Gan
- Department of Traditional Chinese Medicine, Sichuan Taikang Hospital, Chengdu, Sichuan, China
| | - Shiyun Tang
- Department of Good Clinical Practice (GCP), Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Qiu Chen
- Department of Endocrine, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
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5
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Sachinidis A, Lamprinou M, Dimitroulas T, Garyfallos A. Targeting T-bet expressing B cells for therapeutic interventions in autoimmunity. Clin Exp Immunol 2024; 217:159-166. [PMID: 38647337 PMCID: PMC11239558 DOI: 10.1093/cei/uxae036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 03/16/2024] [Accepted: 04/19/2024] [Indexed: 04/25/2024] Open
Abstract
Apart from serving as a Th1 lineage commitment regulator, transcription factor T-bet is also expressed in other immune cell types and thus orchestrates their functions. In case of B cells, more specifically, T-bet is responsible for their isotype switching to specific IgG sub-classes (IgG2a/c in mice and IgG1/3 in humans). In various autoimmune disorders, such as systemic lupus erythematosus and/or rheumatoid arthritis, subsets of T-bet expressing B cells, known as age-associated B cells (CD19+CD11c+CD21-T-bet+) and/or double-negative B cells (CD19+IgD-CD27-T-bet+), display an expansion and seem to drive disease pathogenesis. According to data, mostly derived from mice models of autoimmunity, the targeting of these specific B-cell populations is capable of ameliorating the general health status of the autoimmune subjects. Here, in this review article, we present a variety of therapeutic approaches for both mice and humans, suffering from an autoimmune disease, and we discuss the effects of each approach on T-bet+ B cells. In general, we highlight the importance of specifically targeting T-bet+ B cells for therapeutic interventions in autoimmunity.
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Affiliation(s)
- Athanasios Sachinidis
- 4th Department of Internal Medicine, Hippokration General Hospital, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Malamatenia Lamprinou
- 4th Department of Internal Medicine, Hippokration General Hospital, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Theodoros Dimitroulas
- 4th Department of Internal Medicine, Hippokration General Hospital, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Alexandros Garyfallos
- 4th Department of Internal Medicine, Hippokration General Hospital, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
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Daley AD, Bénézech C. Fat-associated lymphoid clusters: Supporting visceral adipose tissue B cell function in immunity and metabolism. Immunol Rev 2024; 324:78-94. [PMID: 38717136 DOI: 10.1111/imr.13339] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 04/09/2024] [Indexed: 07/23/2024]
Abstract
It is now widely understood that visceral adipose tissue (VAT) is a highly active and dynamic organ, with many functions beyond lipid accumulation and storage. In this review, we discuss the immunological role of this tissue, underpinned by the presence of fat-associated lymphoid clusters (FALCs). FALC's distinctive structure and stromal cell composition support a very different immune cell mix to that found in classical secondary lymphoid organs, which underlies their unique functions of filtration, surveillance, innate-like immune responses, and adaptive immunity within the serous cavities. FALCs are important B cell hubs providing B1 cell-mediated frontline protection against infection and supporting B2 cell-adaptative immune responses. Beyond these beneficial immune responses orchestrated by FALCs, immune cells within VAT play important homeostatic role. Dysregulation of immune cells during obesity and aging leads to chronic pathological "metabolic inflammation", which contributes to the development of cardiometabolic diseases. Here, we examine the emerging and complex functions of B cells in VAT homeostasis and the metabolic complications of obesity, highlighting the potential role that FALCs play and emphasize the areas where further research is needed.
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Affiliation(s)
- Alexander D Daley
- Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Cécile Bénézech
- Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
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Schett G, Nagy G, Krönke G, Mielenz D. B-cell depletion in autoimmune diseases. Ann Rheum Dis 2024:ard-2024-225727. [PMID: 38777374 DOI: 10.1136/ard-2024-225727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 04/23/2024] [Indexed: 05/25/2024]
Abstract
B cells have a pivotal function in the pathogenesis of autoimmune diseases, such as rheumatoid arthritis, multiple sclerosis and systemic lupus erythematosus. In autoimmune disease, B cells orchestrate antigen presentation, cytokine production and autoantibody production, the latter via their differentiation into antibody-secreting plasmablasts and plasma cells. This article addresses the current therapeutic strategies to deplete B cells in order to ameliorate or potentially even cure autoimmune disease. It addresses the main target antigens in the B-cell lineage that are used for therapeutic approaches. Furthermore, it summarises the current evidence for successful treatment of autoimmune disease with monoclonal antibodies targeting B cells and the limitations and challenges of these approaches. Finally, the concept of deep B-cell depletion and immunological reset by chimeric antigen receptor T cells is discussed, as well as the lessons from this approach for better understanding the role of B cells in autoimmune disease.
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Affiliation(s)
- Georg Schett
- Department of Internal Medicine 3-Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - György Nagy
- Division of Rheumatology and Clinical Immunology, Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary, Budapest, Hungary
- Heart and Vascular Center, Semmelweis University, Budapest, Hungary
- Hospital of the Hospitaller Order of Saint John of God, Budapest, Hungary
| | - Gerhard Krönke
- Department of Internal Medicine 3-Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
- Department of Rheumatology, Charite, Berlin, Germany
| | - Dirk Mielenz
- Division of Molecular Immunology, Department of Internal Medicine 3, Friedrich-Alexander-Universität Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
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8
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Chai WH, Ma Y, Li JJ, Guo F, Wu YZ, Liu JW. Immune cell signatures and causal association with irritable bowel syndrome: A mendelian randomization study. World J Clin Cases 2024; 12:3094-3104. [PMID: 38898868 PMCID: PMC11185378 DOI: 10.12998/wjcc.v12.i17.3094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/10/2024] [Accepted: 04/29/2024] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND The mucosal barrier's immune-brain interactions, pivotal for neural development and function, are increasingly recognized for their potential causal and therapeutic relevance to irritable bowel syndrome (IBS). Prior studies linking immune inflammation with IBS have been inconsistent. To further elucidate this relationship, we conducted a Mendelian randomization (MR) analysis of 731 immune cell markers to dissect the influence of various immune phenotypes on IBS. Our goal was to deepen our understanding of the disrupted brain-gut axis in IBS and to identify novel therapeutic targets. AIM To leverage publicly available data to perform MR analysis on 731 immune cell markers and explore their impact on IBS. We aimed to uncover immunophenotypic associations with IBS that could inform future drug development and therapeutic strategies. METHODS We performed a comprehensive two-sample MR analysis to evaluate the causal relationship between immune cell markers and IBS. By utilizing genetic data from public databases, we examined the causal associations between 731 immune cell markers, encompassing median fluorescence intensity, relative cell abundance, absolute cell count, and morphological parameters, with IBS susceptibility. Sensitivity analyses were conducted to validate our findings and address potential heterogeneity and pleiotropy. RESULTS Bidirectional false discovery rate correction indicated no significant influence of IBS on immunophenotypes. However, our analysis revealed a causal impact of IBS on 30 out of 731 immune phenotypes (P < 0.05). Nine immune phenotypes demonstrated a protective effect against IBS [inverse variance weighting (IVW) < 0.05, odd ratio (OR) < 1], while 21 others were associated with an increased risk of IBS onset (IVW ≥ 0.05, OR ≥ 1). CONCLUSION Our findings underscore a substantial genetic correlation between immune cell phenotypes and IBS, providing valuable insights into the pathophysiology of the condition. These results pave the way for the development of more precise biomarkers and targeted therapies for IBS. Furthermore, this research enriches our comprehension of immune cell roles in IBS pathogenesis, offering a foundation for more effective, personalized treatment approaches. These advancements hold promise for improving IBS patient quality of life and reducing the disease burden on individuals and their families.
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Affiliation(s)
- Wei-Hao Chai
- Department of Graduate School, Xinjiang Medical University, Urumqi 830000, Xinjiang Uygur Autonomous Region, China
| | - Yan Ma
- Department of Anesthesiology, The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830054, Xinjiang Uygur Autonomous Region, China
| | - Jia-Jia Li
- Key Laboratory of Special Environmental Medicine of Xinjiang, General Hospital of Xinjiang Military Command of the PLA, Urumqi 830000, Xinjiang Uygur Autonomous Region, China
| | - Fei Guo
- Department of Emergency Trauma Surgery, The First Affiliated Hospital of Xinjiang Medical University, Urumqi 830054, Xinjiang Uygur Autonomous Region, China
| | - Yi-Zhan Wu
- Department of Graduate School, Xinjiang Medical University, Urumqi 830000, Xinjiang Uygur Autonomous Region, China
| | - Jiang-Wei Liu
- Key Laboratory of Special Environmental Medicine of Xinjiang, General Hospital of Xinjiang Military Command of the PLA, Urumqi 830000, Xinjiang Uygur Autonomous Region, China
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Felisberto M, Walter LO, Cardoso CC, Santos-Pirath ÍM, Costa HZ, Gartner R, Werle I, Mohr ETB, Salvan da Rosa J, Lubschinski TL, Kretzer IF, Masukawa II, de Almeida Vanny P, Luiz MC, Rabello de Moraes AC, Santos-Silva MC, Dalmarco EM. Lymphocyte B Subtypes in Peripheral Blood: A Prognostic Biomarker for COVID-19 Patients. J Appl Lab Med 2024; 9:456-467. [PMID: 38321537 DOI: 10.1093/jalm/jfad123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/28/2023] [Indexed: 02/08/2024]
Abstract
BACKGROUND In view of the scientific gap in knowledge of the involvement of the B-cell compartment and clinical prognostic in SARS-CoV-2 infection, this work aims to evaluate the B-cell subsets and the presence of specific IgM and IgG, as well as neutralizing antibodies against SARS-CoV-2, in unvaccinated patients diagnosed with COVID-19. METHODS This study included 133 patients with COVID-19. Cellular components were assessed by flow cytometry, and immunoglobulin levels and reactivity were measured by indirect enzyme-linked immunosorbent assay. RESULTS Our results showed no changes in less differentiated B cells. However, non-switched memory B cells (NS-MBCs) and class-switched memory B cells (CS-MBCs) were reduced in the patients with moderate disease. Also, plasmablasts and double-negative (DN) or "atypical" memory B cells were increased in groups of patients with moderate to critical conditions. In addition, the production of IgM, IgG, and neutralizing antibodies against SARS-CoV-2 demonstrated a positive correlation between the positivity of antibodies against SARS-CoV-2 and disease severity. Besides being related to the development of a more severe course of the disease, the increase in DN B-cell count also contributed to a poorer disease outcome in patients with a higher percentage of these cells. On the other hand, we observed an increase in the absolute number of CS-MBCs in patients with greater chances of survival. CONCLUSIONS This study demonstrates that the B-cell compartment may contribute to the development of clinical symptoms of COVID-19, with changes in B-cell subset counts linked to disease course and patient prognosis.
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Affiliation(s)
- Mariano Felisberto
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Laura Otto Walter
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Chandra Chiappin Cardoso
- Clinical Analysis Department, Flow Cytometry Service, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Íris Mattos Santos-Pirath
- Clinical Analysis Department, Flow Cytometry Service, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Heloisa Zorzi Costa
- Clinical Analysis Department, Flow Cytometry Service, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Rafaela Gartner
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Isabel Werle
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Eduarda Talita Bramorski Mohr
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Julia Salvan da Rosa
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Tainá Larissa Lubschinski
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Iara Fabricia Kretzer
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Ivete Ioshiko Masukawa
- Infectious Disease Service, University Hospital-Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Infectious Disease Service, State Health Department, Hospital Nereu Ramos, Florianópolis, SC, Brazil
| | - Patrícia de Almeida Vanny
- Infectious Disease Service, University Hospital-Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Magali Chaves Luiz
- Infectious Disease Service, State Health Department, Hospital Nereu Ramos, Florianópolis, SC, Brazil
| | - Ana Carolina Rabello de Moraes
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Maria Claudia Santos-Silva
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Flow Cytometry Service, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
| | - Eduardo Monguilhott Dalmarco
- Postgraduate Program in Pharmacy, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
- Clinical Analysis Department, Health Sciences Center, Universidade Federal de Santa Catarina, Florianópolis, SC, Brazil
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10
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Snijckers RPM, Foks AC. Adaptive immunity and atherosclerosis: aging at its crossroads. Front Immunol 2024; 15:1350471. [PMID: 38686373 PMCID: PMC11056569 DOI: 10.3389/fimmu.2024.1350471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 03/28/2024] [Indexed: 05/02/2024] Open
Abstract
Adaptive immunity plays a profound role in atherosclerosis pathogenesis by regulating antigen-specific responses, inflammatory signaling and antibody production. However, as we age, our immune system undergoes a gradual functional decline, a phenomenon termed "immunosenescence". This decline is characterized by a reduction in proliferative naïve B- and T cells, decreased B- and T cell receptor repertoire and a pro-inflammatory senescence associated secretory profile. Furthermore, aging affects germinal center responses and deteriorates secondary lymphoid organ function and structure, leading to impaired T-B cell dynamics and increased autoantibody production. In this review, we will dissect the impact of aging on adaptive immunity and the role played by age-associated B- and T cells in atherosclerosis pathogenesis, emphasizing the need for interventions that target age-related immune dysfunction to reduce cardiovascular disease risk.
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Affiliation(s)
| | - Amanda C. Foks
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University, Leiden, Netherlands
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11
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Pinto TNC, da Silva CCBM, Pinto RMC, da Silva Duarte AJ, Benard G, Fernandes JR. Tobacco exposure, but not aging, shifts the frequency of peripheral blood B cell subpopulations. GeroScience 2024; 46:2729-2738. [PMID: 38157147 PMCID: PMC10828235 DOI: 10.1007/s11357-023-01051-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 12/19/2023] [Indexed: 01/03/2024] Open
Abstract
Several disturbances in T-cell mediated immunity have been described during aging, but immunosenescence of the B-cell compartment is less well elucidated. The peripheral blood B-cell compartment (CD19+) can be split into six main subpopulations according to the cell surface markers IgD, CD27, CD24, and CD38: Transitional, naïve, unswitched, switched, double negative and plasmablasts. We thus aimed to verify whether shifts in these subsets occur during healthy and pathological aging. We recruited three groups of aged people (> 60 years old), healthy, COPD patients, and smokers without altered pulmonary function test, and a fourth group of individuals 18-40 years old (youngs). Total B-cells percentage and absolute number were similar among the healthy aged, COPD patients, and youngs, but the smokers showed significantly higher absolute numbers. While all six B-cell subset percentages were comparable among the healthy aged, COPD patients, and youngs, smokers showed significantly higher percentages of switched B-cells and reduced naïve B-cells than the other three groups, resulting in an inverted naive:switched ratio. Analysis of the cell subset absolute numbers showed a similar trend. Overall, our results suggest that aging drives milder alterations in the distribution of peripheral blood B-cell subpopulations than in the T-cell compartment. We suggest that it is the T-cell immunosenescence that most contributes to the poor humoral immune responses in the elderly, vaccine responses included. Surprisingly it was the smokers who showed significant alterations when compared with the youngs, healthy aged, and aged COPD patients, probably as a result of the chronic immune stimulation described in active smoking subjects.
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Affiliation(s)
- Thalyta Nery Carvalho Pinto
- Laboratory of Dermatology and Immunodeficiencies (LIM56), Faculdade de Medicina, Tropical Medicine Institute, Universidade de São Paulo, Av. Dr. Arnaldo, São Paulo, 455, Brazil
| | | | - Regina Maria Carvalho Pinto
- Pulmonary Department, Heart Institute (InCor), School of Medicine, São Paulo University, Av. Dr. Enéas de Carvalho Aguiar, São Paulo, 44, Brazil
| | - Alberto José da Silva Duarte
- Laboratory of Dermatology and Immunodeficiencies (LIM56), Faculdade de Medicina, Tropical Medicine Institute, Universidade de São Paulo, Av. Dr. Arnaldo, São Paulo, 455, Brazil
| | - Gil Benard
- Laboratory of Dermatology and Immunodeficiencies (LIM56), Faculdade de Medicina, Tropical Medicine Institute, Universidade de São Paulo, Av. Dr. Arnaldo, São Paulo, 455, Brazil
| | - Juliana Ruiz Fernandes
- Laboratory of Dermatology and Immunodeficiencies (LIM56), Faculdade de Medicina, Tropical Medicine Institute, Universidade de São Paulo, Av. Dr. Arnaldo, São Paulo, 455, Brazil.
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12
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Amano E, Sato W, Kimura Y, Kimura A, Lin Y, Okamoto T, Sato N, Yokota T, Yamamura T. CD11c high B Cell Expansion Is Associated With Severity and Brain Atrophy in Neuromyelitis Optica. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200206. [PMID: 38350043 DOI: 10.1212/nxi.0000000000200206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 12/14/2023] [Indexed: 02/15/2024]
Abstract
BACKGROUND AND OBJECTIVES Neuromyelitis optica (NMO) is an autoimmune astrocytopathy mediated by anti-AQP4 antibody-producing B cells. Recently, a B-cell subset highly expressing CD11c and T-bet, originally identified as age-associated B cells, has been shown to be involved in the pathogenesis of various autoimmune diseases. The objective of this study was to determine the relationship between the frequency of CD11chigh B cells per CD19+ B cells in the peripheral blood of patients with NMO and the clinical profiles including the brain volume. METHODS In this observational study, 45 patients with anti-AQP4 antibody-positive NMO in remission and 30 healthy control subjects (HCs) were enrolled. Freshly isolated peripheral blood mononuclear cells were analyzed for immune cell phenotypes. The frequency of CD11chigh B cells per CD19+ B cells was assessed by flow cytometry and was evaluated in association with the clinical profiles of patients. Brain MRI data from 26 patients were included in the study for the analysis on the correlation between CD11chigh B-cell frequency and brain atrophy. RESULTS We found that the frequency of CD11chigh B cells in CD19+ B cells was significantly increased in patients with NMO compared with HCs. The expansion of CD11chigh B cells significantly correlated with EDSS, past relapse numbers, and disease duration. In addition, a higher frequency of CD11chigh B cells negatively correlated with total brain, white matter, and gray matter volumes and positively correlated with T2/FLAIR high lesion volumes. When the past clinical relapse episodes of patients with or without the expansion of CD11chigh B cells were compared, relapses in the brain occurred more frequently in patients with CD11chigh B-cell expansion. CD11chigh B cells had distinct features including expression of chemokine receptors associated with migration into peripheral inflammatory tissues and antigen presentation. CD11chigh B-cell frequency was positively correlated with T peripheral helper-1 (Tph-1) cell frequency. DISCUSSION Even during the relapse-free period, CD11chigh B cells could expand in the long disease context, possibly through the interaction with Tph-1 cells. The increased frequency of CD11chigh B cells associated with brain atrophy and disease severity, indicating that this cell population could be involved in chronic neuroinflammation in NMO.
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Affiliation(s)
- Eiichiro Amano
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Wakiro Sato
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Yukio Kimura
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Atsuko Kimura
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Youwei Lin
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Tomoko Okamoto
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Noriko Sato
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Takanori Yokota
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Takashi Yamamura
- From the Department of Immunology (E.A., W.S., A.K., T. Yamamura), National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, Tokyo; Department of Neurology and Neurological Sciences (E.A., T. Yokota), Tokyo Medical and Dental University, Bunkyo; Department of Radiology (Y.K., N.S.); and Department of Neurology (Y.L., T.O.), National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
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13
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Leung JM, Wu MJ, Kheradpour P, Chen C, Drake KA, Tong G, Ridaura VK, Zisser HC, Conrad WA, Hudson N, Allen J, Welberry C, Parsy-Kowalska C, Macdonald I, Tapson VF, Moy JN, deFilippi CR, Rosas IO, Basit M, Krishnan JA, Parthasarathy S, Prabhakar BS, Salvatore M, Kim CC. Early immune factors associated with the development of post-acute sequelae of SARS-CoV-2 infection in hospitalized and non-hospitalized individuals. Front Immunol 2024; 15:1348041. [PMID: 38318183 PMCID: PMC10838987 DOI: 10.3389/fimmu.2024.1348041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 01/02/2024] [Indexed: 02/07/2024] Open
Abstract
Background Infection by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can lead to post-acute sequelae of SARS-CoV-2 (PASC) that can persist for weeks to years following initial viral infection. Clinical manifestations of PASC are heterogeneous and often involve multiple organs. While many hypotheses have been made on the mechanisms of PASC and its associated symptoms, the acute biological drivers of PASC are still unknown. Methods We enrolled 494 patients with COVID-19 at their initial presentation to a hospital or clinic and followed them longitudinally to determine their development of PASC. From 341 patients, we conducted multi-omic profiling on peripheral blood samples collected shortly after study enrollment to investigate early immune signatures associated with the development of PASC. Results During the first week of COVID-19, we observed a large number of differences in the immune profile of individuals who were hospitalized for COVID-19 compared to those individuals with COVID-19 who were not hospitalized. Differences between individuals who did or did not later develop PASC were, in comparison, more limited, but included significant differences in autoantibodies and in epigenetic and transcriptional signatures in double-negative 1 B cells, in particular. Conclusions We found that early immune indicators of incident PASC were nuanced, with significant molecular signals manifesting predominantly in double-negative B cells, compared with the robust differences associated with hospitalization during acute COVID-19. The emerging acute differences in B cell phenotypes, especially in double-negative 1 B cells, in PASC patients highlight a potentially important role of these cells in the development of PASC.
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Affiliation(s)
| | - Michelle J. Wu
- Verily Life Sciences, South San Francisco, CA, United States
| | | | - Chen Chen
- Verily Life Sciences, South San Francisco, CA, United States
| | | | - Gary Tong
- Verily Life Sciences, South San Francisco, CA, United States
| | | | | | - William A. Conrad
- Providence Little Company of Mary Medical Center Torrance, Torrance, CA, United States
| | | | - Jared Allen
- Oncimmune Limited, Nottingham, United Kingdom
| | | | | | | | - Victor F. Tapson
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - James N. Moy
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, United States
| | | | - Ivan O. Rosas
- Department of Medicine, Baylor College of Medicine, Houston, TX, United States
| | - Mujeeb Basit
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Jerry A. Krishnan
- Breathe Chicago Center, University of Illinois Chicago, Chicago, IL, United States
| | - Sairam Parthasarathy
- Division of Pulmonary, Allergy, Critical Care & Sleep Medicine, University of Arizona, Tucson, AZ, United States
| | - Bellur S. Prabhakar
- Department of Microbiology and Immunology, University of Illinois - College of Medicine, Chicago, IL, United States
| | - Mirella Salvatore
- Department of Medicine and Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, United States
| | - Charles C. Kim
- Verily Life Sciences, South San Francisco, CA, United States
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14
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Olivieri G, Cotugno N, Palma P. Emerging insights into atypical B cells in pediatric chronic infectious diseases and immune system disorders: T(o)-bet on control of B-cell immune activation. J Allergy Clin Immunol 2024; 153:12-27. [PMID: 37890706 PMCID: PMC10842362 DOI: 10.1016/j.jaci.2023.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/13/2023] [Accepted: 10/13/2023] [Indexed: 10/29/2023]
Abstract
Repetitive or persistent cellular stimulation in vivo has been associated with the development of a heterogeneous B-cell population that exhibits a distinctive phenotype and, in addition to classical B-cell markers, often expresses the transcription factor T-bet and myeloid marker CD11c. Research suggests that this atypical population consists of B cells with distinct B-cell receptor specificities capable of binding the antigens responsible for their development. The expansion of this population occurs in the presence of chronic inflammatory conditions and autoimmune diseases where different nomenclatures have been used to describe them. However, as a result of the diverse contexts in which they have been investigated, these cells have remained largely enigmatic, with much ambiguity remaining regarding their phenotype and function in humoral immune response as well as their role in autoimmunity. Atypical B cells have garnered considerable interest because of their ability to produce specific antibodies and/or autoantibodies and because of their association with key disease manifestations. Although they have been widely described in the context of adults, little information is present for children. Therefore, the aim of this narrative review is to describe the characteristics of this population, suggest their function in pediatric immune-related diseases and chronic infections, and explore their potential therapeutic avenues.
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Affiliation(s)
- Giulio Olivieri
- Research Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy; PhD Program in Immunology, Molecular Medicine and Applied Biotechnology, University of Rome Tor Vergata, Rome, Italy
| | - Nicola Cotugno
- Research Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy; Department of Systems Medicine, Molecular Medicine, and Applied Biotechnology, University of Rome Tor Vergata, Rome, Italy
| | - Paolo Palma
- Research Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy; Department of Systems Medicine, Molecular Medicine, and Applied Biotechnology, University of Rome Tor Vergata, Rome, Italy.
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15
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van Spriel AB, Hendriks RW. The European B cell network. Immunol Lett 2023; 264:1-3. [PMID: 37925058 DOI: 10.1016/j.imlet.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2023]
Affiliation(s)
- Annemiek B van Spriel
- Department of Medical Biosciences, Radboud University Medical Center, Geert Grooteplein 26-28, 6525 GA Nijmegen, the Netherlands.
| | - Rudi W Hendriks
- Department of Pulmonary Medicine, Erasmus MC, University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands.
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16
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Fouza A, Tagkouta A, Daoudaki M, Stangou M, Fylaktou A, Bougioukas K, Xochelli A, Vagiotas L, Kasimatis E, Nikolaidou V, Skoura L, Papagianni A, Antoniadis N, Tsoulfas G. Exploring Perturbations in Peripheral B Cell Memory Subpopulations Early after Kidney Transplantation Using Unsupervised Machine Learning. J Clin Med 2023; 12:6331. [PMID: 37834974 PMCID: PMC10573378 DOI: 10.3390/jcm12196331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/27/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND B cells have a significant role in transplantation. We examined the distribution of memory subpopulations (MBCs) and naïve B cell (NBCs) phenotypes in patients soon after kidney transplantation. Unsupervised machine learning cluster analysis is used to determine the association between the cellular phenotypes and renal function. METHODS MBC subpopulations and NBCs from 47 stable renal transplant recipients were characterized by flow cytometry just before (T0) and 6 months after (T6) transplantation. T0 and T6 measurements were compared, and clusters of patients with similar cellular phenotypic profiles at T6 were identified. Two clusters, clusters 1 and 2, were formed, and the glomerular filtration rate was estimated (eGFR) for these clusters. RESULTS A significant increase in NBC frequency was observed between T0 and T6, with no statistically significant differences in the MBC subpopulations. Cluster 1 was characterized by a predominance of the NBC phenotype with a lower frequency of MBCs, whereas cluster 2 was characterized by a high frequency of MBCs and a lower frequency of NBCs. With regard to eGFR, cluster 1 showed a higher value compared to cluster 2. CONCLUSIONS Transplanted kidney patients can be stratified into clusters based on the combination of heterogeneity of MBC phenotype, NBCs and eGFR using unsupervised machine learning.
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Affiliation(s)
- Ariadni Fouza
- Department of Transplant Surgery, Medical School, Aristotle University of Thessaloniki, General Hospital “Hippokratio”, 54642 Thessaloniki, Greece; (L.V.); (N.A.); (G.T.)
| | - Anneta Tagkouta
- Laboratory of Biological Chemistry, Medical School, University Campus, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
- Department of Hygiene, Social-Preventive Medicine & Medical Statistics, Medical School, University Campus, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Maria Daoudaki
- Laboratory of Biological Chemistry, Medical School, University Campus, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Maria Stangou
- 1st Department of Nephrology, Medical School, Aristotle University of Thessaloniki, Hippokration General Hospital, 54642 Thessaloniki, Greece; (M.S.); (E.K.); (A.P.)
| | - Asimina Fylaktou
- Department of Immunology, National Peripheral Histocompatibility Center, Hippokration General Hospital of Thessaloniki, 54642 Thessaloniki, Greece; (A.F.); (A.X.); (V.N.)
| | - Konstantinos Bougioukas
- Department of Hygiene, Social-Preventive Medicine & Medical Statistics, Medical School, University Campus, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Aliki Xochelli
- Department of Immunology, National Peripheral Histocompatibility Center, Hippokration General Hospital of Thessaloniki, 54642 Thessaloniki, Greece; (A.F.); (A.X.); (V.N.)
| | - Lampros Vagiotas
- Department of Transplant Surgery, Medical School, Aristotle University of Thessaloniki, General Hospital “Hippokratio”, 54642 Thessaloniki, Greece; (L.V.); (N.A.); (G.T.)
| | - Efstratios Kasimatis
- 1st Department of Nephrology, Medical School, Aristotle University of Thessaloniki, Hippokration General Hospital, 54642 Thessaloniki, Greece; (M.S.); (E.K.); (A.P.)
| | - Vasiliki Nikolaidou
- Department of Immunology, National Peripheral Histocompatibility Center, Hippokration General Hospital of Thessaloniki, 54642 Thessaloniki, Greece; (A.F.); (A.X.); (V.N.)
| | - Lemonia Skoura
- Department of Microbiology, Medical School, Aristotle University of Thessaloniki, AHEPA Hospital, 54124 Thessaloniki, Greece;
| | - Aikaterini Papagianni
- 1st Department of Nephrology, Medical School, Aristotle University of Thessaloniki, Hippokration General Hospital, 54642 Thessaloniki, Greece; (M.S.); (E.K.); (A.P.)
| | - Nikolaos Antoniadis
- Department of Transplant Surgery, Medical School, Aristotle University of Thessaloniki, General Hospital “Hippokratio”, 54642 Thessaloniki, Greece; (L.V.); (N.A.); (G.T.)
| | - Georgios Tsoulfas
- Department of Transplant Surgery, Medical School, Aristotle University of Thessaloniki, General Hospital “Hippokratio”, 54642 Thessaloniki, Greece; (L.V.); (N.A.); (G.T.)
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Limoges MA, Quenum AJI, Chowdhury MMH, Rexhepi F, Namvarpour M, Akbari SA, Rioux-Perreault C, Nandi M, Lucier JF, Lemaire-Paquette S, Premkumar L, Durocher Y, Cantin A, Lévesque S, Dionne IJ, Menendez A, Ilangumaran S, Allard-Chamard H, Piché A, Ramanathan S. SARS-CoV-2 spike antigen-specific B cell and antibody responses in pre-vaccination period COVID-19 convalescent males and females with or without post-covid condition. Front Immunol 2023; 14:1223936. [PMID: 37809081 PMCID: PMC10551145 DOI: 10.3389/fimmu.2023.1223936] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 08/25/2023] [Indexed: 10/10/2023] Open
Abstract
Background Following SARS-CoV-2 infection a significant proportion of convalescent individuals develop the post-COVID condition (PCC) that is characterized by wide spectrum of symptoms encompassing various organs. Even though the underlying pathophysiology of PCC is not known, detection of viral transcripts and antigens in tissues other than lungs raise the possibility that PCC may be a consequence of aberrant immune response to the viral antigens. To test this hypothesis, we evaluated B cell and antibody responses to the SARS-CoV-2 antigens in PCC patients who experienced mild COVID-19 disease during the pre-vaccination period of COVID-19 pandemic. Methods The study subjects included unvaccinated male and female subjects who developed PCC or not (No-PCC) after clearing RT-PCR confirmed mild COVID-19 infection. SARS-CoV-2 D614G and omicron RBD specific B cell subsets in peripheral circulation were assessed by flow cytometry. IgG, IgG3 and IgA antibody titers toward RBD, spike and nucleocapsid antigens in the plasma were evaluated by ELISA. Results The frequency of the B cells specific to D614G-RBD were comparable in convalescent groups with and without PCC in both males and females. Notably, in females with PCC, the anti-D614G RBD specific double negative (IgD-CD27-) B cells showed significant correlation with the number of symptoms at acute of infection. Anti-spike antibody responses were also higher at 3 months post-infection in females who developed PCC, but not in the male PCC group. On the other hand, the male PCC group also showed consistently high anti-RBD IgG responses compared to all other groups. Conclusions The antibody responses to the spike protein, but not the anti-RBD B cell responses diverge between convalescent males and females who develop PCC. Our findings also suggest that sex-related factors may also be involved in the development of PCC via modulating antibody responses to the SARS-CoV-2 antigens.
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Affiliation(s)
- Marc-André Limoges
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | | | | | - Fjolla Rexhepi
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Mozhdeh Namvarpour
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Sara Ali Akbari
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Christine Rioux-Perreault
- Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Madhuparna Nandi
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Jean-François Lucier
- Department of Biology, Faculty of Science, University of Sherbrooke, Sherbrooke, QC, Canada
| | - Samuel Lemaire-Paquette
- Unité de Recherche Clinique et épidémiologique, Centre de Recherche du CHUS, Sherbrooke, QC, Canada
| | - Lakshmanane Premkumar
- Department of Microbiology and Immunology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Yves Durocher
- Mammalian Cell Expression, Human Health Therapeutics Research Centre, National Research Council Canada, Montreal, QC, Canada
| | - André Cantin
- Departments of Medicine, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Simon Lévesque
- Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
- Laboratoire de Microbiologie, CIUSSS de l’Estrie – CHUS, Sherbrooke, QC, Canada
| | - Isabelle J. Dionne
- Faculty of Physical Activity Sciences, University of Sherbrooke, Sherbrooke, QC, Canada
- Research Centre on Aging, Affiliated with CIUSSS de l’Estrie-CHUS, Sherbrooke, QC, Canada
| | - Alfredo Menendez
- Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Subburaj Ilangumaran
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Hugues Allard-Chamard
- Department of Microbiology and Immunology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Alain Piché
- Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
| | - Sheela Ramanathan
- Department of Immunology and Cell Biology, Faculty of Medicine and Health Sciences, Sherbrooke, QC, Canada
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Prechtl P, Schmitz T, Pochert N, Traidl-Hoffmann C, Linseisen J, Meisinger C, Freuer D. Association between body fat distribution and B-lymphocyte subsets in peripheral blood. Immun Ageing 2023; 20:47. [PMID: 37705078 PMCID: PMC10498588 DOI: 10.1186/s12979-023-00372-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 09/06/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND Obesity is associated with chronic low-grade inflammation, which is underpinned by the presence of elevated levels of circulating proinflammatory cytokines in obese individuals. Due to the close relationship between adipose tissue and the immune system, it can be speculated that the accumulation of fat may influence the frequency and phenotype of lymphocyte populations. The aim of our study was to investigate whether body fat distribution is associated with B lymphocyte composition in peripheral blood. We examined the association between visceral (VAT) and total body fat (TBF) and the frequencies of B-cell subsets in 238 subjects over a period of up to one year using random intercept models. B lymphocyte subsets were determined by fluorescence-based flow cytometry. RESULTS Inverse associations were found between body fat measurements and plasma blasts, memory B cells, and IgM-IgD- cells. VAT, but not TBF, was positively associated with naive CD19 cells. In our analyses, both VAT and TBF showed positive associations with IgD only B cells. CONCLUSIONS In conclusion, body fat accumulation seems to be associated with a lower proportion of antibody-secreting plasma blasts and memory cells and an increasing amount of partially anergic, naive CD19 cells.
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Affiliation(s)
- Pia Prechtl
- Epidemiology, Medical Faculty, University of Augsburg, Augsburg, Germany
- Institute for Medical Information Processing, Biometry and Epidemiology - IBE, LMU, Munich, Munich, Germany
| | - Timo Schmitz
- Epidemiology, Medical Faculty, University of Augsburg, Augsburg, Germany
| | - Nicole Pochert
- Institute of Environmental Medicine, Helmholtz Munich, Munich, Germany
- Department of Obstetrics and Gynecology, University Hospital of Augsburg, Augsburg, Germany
| | - Claudia Traidl-Hoffmann
- Institute of Environmental Medicine, Helmholtz Munich, Munich, Germany
- Environmental Medicine, Faculty of Medicine, University of Augsburg, Augsburg, Germany
| | - Jakob Linseisen
- Epidemiology, Medical Faculty, University of Augsburg, Augsburg, Germany
- Institute for Medical Information Processing, Biometry and Epidemiology - IBE, LMU, Munich, Munich, Germany
| | - Christa Meisinger
- Epidemiology, Medical Faculty, University of Augsburg, Augsburg, Germany
| | - Dennis Freuer
- Epidemiology, Medical Faculty, University of Augsburg, Augsburg, Germany.
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Moysidou E, Lioulios G, Christodoulou M, Xochelli A, Stai S, Iosifidou M, Iosifidou A, Briza S, Briza DI, Fylaktou A, Stangou M. Increase in Double Negative B Lymphocytes in Patients with Systemic Lupus Erythematosus in Remission and Their Correlation with Early Differentiated T Lymphocyte Subpopulations. Curr Issues Mol Biol 2023; 45:6667-6681. [PMID: 37623240 PMCID: PMC10453294 DOI: 10.3390/cimb45080421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/05/2023] [Accepted: 08/08/2023] [Indexed: 08/26/2023] Open
Abstract
B and T lymphocytes demonstrate important alterations in patients with systemic lupus erythematous (SLE), with a significant upregulation of double negative (DN) B cells. The aim of this study was to evaluate the correlation of T cell immunity changes with the distinct B-cell-pattern SLE. In the present study, flow cytometry was performed in 30 patients in remission of SLE and 31 healthy controls to detect DN B cells (CD19+IgD-CD27-) and a wide range of T lymphocyte subpopulations based on the presence of CD45RA, CCR7, CD31, CD28, and CD57, defined as naive, memory, and advanced differentiated/senescent T cells. Both B and T lymphocytes were significantly reduced in SLE patients. However, the percentage of DN B cells were increased compared to HC (12.9 (2.3-74.2) vs. 8 (1.7-35), p = 0.04). The distribution of CD4 and CD8 lymphocytes demonstrated a shift to advanced differentiated subsets. The population of DN B cells had a significant positive correlation with most of the early differentiated T lymphocytes, CD4CD31+, CD4CD45RA+CD28+, CD4CD45RA+CD57-, CD4CD45RA-CD57-, CD4CD28+CD57-, CD4CD28+CD57+, CD4 CM, CD8 CD31+, CD8 NAÏVE, CD8CD45RA-CD57-, CD8CD28+CD57-, and CD8CD28+CD57+. Multiple regression analysis revealed CD4CD31+, CD8CD45RA-CD57-, and CD8CD28+CD57- cells as independent parameters contributing to DN B cells, with adjusted R2 = 0.534 and p < 0.0001. The predominance of DN B cells in patients with SLE is closely associated with early differentiated T lymphocyte subsets, indicating a potential causality role of DN B cells in T lymphocyte activation.
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Affiliation(s)
- Eleni Moysidou
- School of Medicine, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece; (E.M.); (G.L.); (M.C.); (S.S.); (M.I.); (A.I.)
- Department of Nephrology, General Hospital “Hippokration”, 54642 Thessaloniki, Greece
| | - Georgios Lioulios
- School of Medicine, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece; (E.M.); (G.L.); (M.C.); (S.S.); (M.I.); (A.I.)
- Department of Nephrology, General Hospital “Hippokration”, 54642 Thessaloniki, Greece
| | - Michalis Christodoulou
- School of Medicine, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece; (E.M.); (G.L.); (M.C.); (S.S.); (M.I.); (A.I.)
- Department of Nephrology, General Hospital “Hippokration”, 54642 Thessaloniki, Greece
| | - Aliki Xochelli
- Department of Immunology, National Histocompatibility Center, General Hospital “Hippokration”, 54642 Thessaloniki, Greece; (A.X.); (A.F.)
| | - Stamatia Stai
- School of Medicine, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece; (E.M.); (G.L.); (M.C.); (S.S.); (M.I.); (A.I.)
- Department of Nephrology, General Hospital “Hippokration”, 54642 Thessaloniki, Greece
| | - Myrto Iosifidou
- School of Medicine, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece; (E.M.); (G.L.); (M.C.); (S.S.); (M.I.); (A.I.)
| | - Artemis Iosifidou
- School of Medicine, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece; (E.M.); (G.L.); (M.C.); (S.S.); (M.I.); (A.I.)
| | - Sophia Briza
- Department of Architecture, School of Engineering, University of Thessaly, 38334 Thessaly, Greece;
| | - Dimitria Ioanna Briza
- School of Informatics, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece;
| | - Asimina Fylaktou
- Department of Immunology, National Histocompatibility Center, General Hospital “Hippokration”, 54642 Thessaloniki, Greece; (A.X.); (A.F.)
| | - Maria Stangou
- School of Medicine, Aristotle University of Thessaloniki, 45636 Thessaloniki, Greece; (E.M.); (G.L.); (M.C.); (S.S.); (M.I.); (A.I.)
- Department of Nephrology, General Hospital “Hippokration”, 54642 Thessaloniki, Greece
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