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Oliveira C, Temesgen-Oyelakin Y, Naqi M, Davis M, Naz F, Dell'Orso S, Brooks S, Kuhn S, Hill T, Li X, Patel N, Parel P, Gadina M, Gupta S, Mehta N, Hasni SA, Kaplan MJ. A Multiomic Analysis to Identify Drivers of Subclinical Vascular Disease in Systemic Lupus Erythematosus. Arthritis Rheumatol 2024; 76:1501-1511. [PMID: 38923259 DOI: 10.1002/art.42925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 04/05/2024] [Accepted: 06/04/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVE Systemic lupus erythematosus (SLE) increases cardiovascular disease (CVD) risk, and this is not explained by traditional risk factors. Characterization of blood immunologic signatures that associate with subclinical CVD and predict its progression has been challenging and may help identify subgroups at risk. METHODS Patients with SLE (n = 77) and healthy controls (HCs) (n = 27) underwent assessments of arterial stiffness, vascular wall inflammation, and coronary atherosclerosis burden with cardio-ankle vascular index (CAVI); fluorodeoxyglucose-positron emission tomography/computed tomography (CT) (target-to-background ratio [TBR]); and coronary CT angiography. Whole blood bulk RNA sequencing was performed in a subset of study participants (HC n = 10, SLE n = 20). In a partially overlapping subset (HC n = 24, SLE n = 64), serum inflammatory protein biomarkers were quantified with an Olink platform. RESULTS CAVI, TBR, and noncalcified coronary plaque burden (NCB) were increased in patients with SLE compared to HCs. When comparing patients with SLE with high CAVI scores to those with low CAVI scores or to HCs, there was a down-regulation of genes in pathways involved in the cell cycle and differentially regulated pathways related to metabolism. Distinct serum proteins associated with increased CAVI (CCL23, colony-stimulating factor 1, latency-activating peptide transforming growth factor β1, interleukin 33 [IL-33], CD8A, and IL-12B), NCB (monocyte chemotactic protein 4 and FMS-like tyrosine kinase 3 ligand [Flt3L]), and TBR (CD5, IL-1α, AXIN1, cystatin D [CST5], and tumor necrosis factor receptor superfamily 9; P < 0.05). CONCLUSION Blood gene expression patterns and serum proteins that associate with worse vascular phenotypes suggest dysregulated immune and metabolic pathways linked to premature CVD. Cytokines and chemokines identified in associations with arterial stiffness, inflammation, and NCB in SLE may allow for characterization of new CVD biomarkers in lupus.
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Affiliation(s)
- Christopher Oliveira
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | | | - Mohammad Naqi
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Michael Davis
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Faiza Naz
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Stefania Dell'Orso
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Stephen Brooks
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Skyler Kuhn
- National Institute of Allergy and Infectious Diseases Collaborative Bioinformatics Resource, NIH, Bethesda, Maryland
| | - Tom Hill
- National Institute of Allergy and Infectious Diseases Collaborative Bioinformatics Resource, NIH, Bethesda, Maryland
| | | | - Nidhi Patel
- National Heart, Lung and Blood Institute, NIH, Bethesda, Maryland
| | - Philip Parel
- National Heart, Lung and Blood Institute, NIH, Bethesda, Maryland
| | - Massimo Gadina
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Sarthak Gupta
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Nehal Mehta
- National Heart, Lung and Blood Institute, NIH, Bethesda, Maryland
| | - Sarfaraz A Hasni
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
| | - Mariana J Kaplan
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, Maryland
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Selmaj K, Hartung HP, Mycko MP, Selmaj I, Cross AH. MS treatment de-escalation: review and commentary. J Neurol 2024; 271:6426-6438. [PMID: 39093335 PMCID: PMC11447123 DOI: 10.1007/s00415-024-12584-x] [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: 06/03/2024] [Revised: 07/12/2024] [Accepted: 07/13/2024] [Indexed: 08/04/2024]
Abstract
Almost all currently licensed disease-modifying therapies (DMTs) for MS treatment require prolonged if not lifelong administration. Yet, as people age, the immune system has increasingly reduced responsiveness, known as immunosenescence. Many MS DMTs reduce the responsiveness of the immune system, increasing the risks for infections and possibly cancers. As people with MS (pwMS) age, it is recognized that inflammatory MS activity declines. Several studies have addressed de-escalation of DMTs for relapsing MS under special circumstances. Here, we review evidence for de-escalating DMTs as a strategy that is particularly relevant to pwMS of older age. Treatment de-escalation can involve various strategies, such as extended or reduced dosing, switching from high-efficacy DMTs having higher risks to moderately effective DMTs with lesser risks, or treatment discontinuation. Studies have suggested that for natalizumab extended dosing maintained clinical efficacy while reducing the risk of PML. Extended interval dosing of ocrelizumab mitigated the decline of Ig levels. Retrospective and observational discontinuation studies demonstrate that age is an essential modifier of drug efficacy. Discontinuation of MS treatment in older patients has been associated with a stable disease course, while younger patients who discontinued treatment were more likely to experience new clinical activity. A recently completed 2-year randomized-controlled discontinuation study in 260 stable pwMS > 55 years found stable clinical multiple sclerosis with only a small increased risk of new MRI activity upon discontinuation. DMT de-escalation or discontinuation in MS patients older than 55 years may be non-inferior to continued treatment with immunosuppressive agents having higher health risks. However, despite several small studies, a definite conclusion about treatment de-escalation in older pwMS will require larger and longer studies. Ideally, comparison of de-escalation versus continuation versus discontinuation of DMTs should be done by prospective randomized-controlled trials enrolling sufficient numbers of subjects to allow comparisons for MS patients of both sexes within age groups, such as 55-59, 60-65, 66-69, etc. Optimally, such studies should be 3 years or longer and should incorporate testing for specific markers of immunosenescence (such as T-cell receptor excision circles) to account for differential aging of individuals.
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Affiliation(s)
- Krzysztof Selmaj
- Department of Neurology, University of Warmia & Mazury, Olsztyn, Poland.
- Center of Neurology, Lodz, Poland.
| | - Hans-Peter Hartung
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Department of Neurology, Palacky University, Olomouc, Czech Republic
- Brain and Mind Center, University of Sydney, Sydney, Australia
| | - Marcin P Mycko
- Department of Neurology, University of Warmia & Mazury, Olsztyn, Poland
| | | | - Anne H Cross
- Washington University School of Medicine, St. Louis, MO, USA
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3
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De Biasi S, Ciobanu AL, Santacroce E, Lo Tartaro D, Degliesposti G, D’Angerio M, Leccese M, Cardi M, Trenti T, Cuccorese M, Gibellini L, Ferraro D, Cossarizza A. SARS-CoV-2 Vaccination Responses in Anti-CD20-Treated Progressive Multiple Sclerosis Patients Show Immunosenescence in Antigen-Specific B and T Cells. Vaccines (Basel) 2024; 12:924. [PMID: 39204047 PMCID: PMC11360119 DOI: 10.3390/vaccines12080924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/08/2024] [Accepted: 08/09/2024] [Indexed: 09/03/2024] Open
Abstract
Clinical, pathological, and imaging evidence in multiple sclerosis (MS) shows that inflammation starts early and progresses with age. B cells play a central role in this process, contributing to cytokine production, defective regulatory functions, and abnormal immunoglobulin production, even in the central nervous system. Anti-CD20 (aCD20) therapies, which deplete CD20+ B cells, are largely used in the treatment of both relapsing remitting (RR) and progressive (PR) forms of MS. Although effective against MS symptoms and lesions detectable by magnetic resonance imaging, aCD20 therapies can reduce the immune response to COVID-19 vaccination. By using high-parameter flow cytometry, we examined the antigen-specific (Ag+) immune response six months post-third COVID-19 mRNA vaccination in MS patients with RR and PR forms on aCD20 therapy. Despite lower Ag+ B cell responses and lower levels of anti-SARS-CoV2, both total and neutralizing antibodies, RR and PR patients developed strong Ag+ T cell responses. We observed similar percentages and numbers of Ag+ CD4+ T cells and a high proportion of Ag+ CD8+ T cells, with slight differences in T cell phenotype and functionality; this, however, suggested the presence of differences in immune responses driven by age and disease severity.
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Affiliation(s)
- Sara De Biasi
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Alin Liviu Ciobanu
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Elena Santacroce
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Domenico Lo Tartaro
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Gianluca Degliesposti
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Miriam D’Angerio
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Maristella Leccese
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Martina Cardi
- AOU Policlinico di Modena, Neurology Unit, Department of Biomedical, Metabolic and Neuroscience, University of Modena and Reggio Emilia, 41124 Modena, Italy
| | - Tommaso Trenti
- AOU Policlinico di Modena, Diagnostic Hematology and Clinical Genomics, Department of Laboratory Medicine and Pathology, 41124 Modena, Italy
| | - Michela Cuccorese
- AOU Policlinico di Modena, Diagnostic Hematology and Clinical Genomics, Department of Laboratory Medicine and Pathology, 41124 Modena, Italy
| | - Lara Gibellini
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
| | - Diana Ferraro
- AOU Policlinico di Modena, Neurology Unit, Department of Biomedical, Metabolic and Neuroscience, University of Modena and Reggio Emilia, 41124 Modena, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, 41125 Modena, Italy (A.C.)
- National Institute for Cardiovascular Research, 40126 Bologna, Italy
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Hu Y, Huang J, Wang S, Sun X, Wang X, Yu H. Deciphering Autoimmune Diseases: Unveiling the Diagnostic, Therapeutic, and Prognostic Potential of Immune Repertoire Sequencing. Inflammation 2024:10.1007/s10753-024-02079-2. [PMID: 38914737 DOI: 10.1007/s10753-024-02079-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/31/2024] [Accepted: 06/08/2024] [Indexed: 06/26/2024]
Abstract
Autoimmune diseases (AIDs) are immune system disorders where the body exhibits an immune response to its own antigens, causing damage to its own tissues and organs. The pathogenesis of AIDs is incompletely understood. However, recent advances in immune repertoire sequencing (IR-seq) technology have opened-up a new avenue to study the IR. These studies have revealed the prevalence in IR alterations, potentially inducing AIDs by disrupting immune tolerance and thereby contributing to our comprehension of AIDs. IR-seq harbors significant potential for the clinical diagnosis, personalized treatment, and prognosis of AIDs. This article reviews the application and progress of IR-seq in diseases, such as multiple sclerosis, systemic lupus erythematosus, rheumatoid arthritis, and type 1 diabetes, to enhance our understanding of the pathogenesis of AIDs and offer valuable references for the diagnosis and treatment of AIDs.
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Affiliation(s)
- Yuelin Hu
- Department of Immunology, Special Key Laboratory of Ocular Diseases of Guizhou Province, Zunyi Medical University, Zunyi, Guizhou, P.R. China
| | - Jialing Huang
- Department of Immunology, Special Key Laboratory of Ocular Diseases of Guizhou Province, Zunyi Medical University, Zunyi, Guizhou, P.R. China
| | - Shuqing Wang
- Department of Immunology, Special Key Laboratory of Ocular Diseases of Guizhou Province, Zunyi Medical University, Zunyi, Guizhou, P.R. China
| | - Xin Sun
- School of Basic Medical Sciences, Special Key Laboratory of Gene Detection and Therapy of Guizhou Province, Zunyi Medical University, Zunyi, Guizhou, P.R. China
| | - Xin Wang
- School of Basic Medical Sciences, Special Key Laboratory of Gene Detection and Therapy of Guizhou Province, Zunyi Medical University, Zunyi, Guizhou, P.R. China
| | - Hongsong Yu
- Department of Immunology, Special Key Laboratory of Ocular Diseases of Guizhou Province, Zunyi Medical University, Zunyi, Guizhou, P.R. China.
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Xu M, Wang H, Ren S, Wang B, Yang W, Lv L, Sha X, Li W, Wang Y. Identification of crucial inflammaging related risk factors in multiple sclerosis. Front Mol Neurosci 2024; 17:1398665. [PMID: 38836117 PMCID: PMC11148336 DOI: 10.3389/fnmol.2024.1398665] [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: 03/10/2024] [Accepted: 04/30/2024] [Indexed: 06/06/2024] Open
Abstract
Background Multiple sclerosis (MS) is an immune-mediated disease characterized by inflammatory demyelinating lesions in the central nervous system. Studies have shown that the inflammation is vital to both the onset and progression of MS, where aging plays a key role in it. However, the potential mechanisms on how aging-related inflammation (inflammaging) promotes MS have not been fully understood. Therefore, there is an urgent need to integrate the underlying mechanisms between inflammaging and MS, where meaningful prediction models are needed. Methods First, both aging and disease models were developed using machine learning methods, respectively. Then, an integrated inflammaging model was used to identify relative risk factors, by identifying essential "aging-inflammation-disease" triples. Finally, a series of bioinformatics analyses (including network analysis, enrichment analysis, sensitivity analysis, and pan-cancer analysis) were further used to explore the potential mechanisms between inflammaging and MS. Results A series of risk factors were identified, such as the protein homeostasis, cellular homeostasis, neurodevelopment and energy metabolism. The inflammaging indices were further validated in different cancer types. Therefore, various risk factors were integrated, and even both the theories of inflammaging and immunosenescence were further confirmed. Conclusion In conclusion, our study systematically investigated the potential relationships between inflammaging and MS through a series of computational approaches, and could present a novel thought for other aging-related diseases.
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Affiliation(s)
- Mengchu Xu
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Huize Wang
- Department of Nursing, First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| | - Siwei Ren
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Bing Wang
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Wenyan Yang
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Ling Lv
- Department of Thorax, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Xianzheng Sha
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Wenya Li
- Department of Thorax, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yin Wang
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
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6
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Irure-Ventura J, Martínez-Revuelta D, López-Hoyos M, Martín-Millán M, Nan D, Pariente E, Pardo-Lledías J, Comins-Boo A, Olmos JM, Martínez-Taboada VM, Hernández JL. Prevalence and sociodemographic correlates of antinuclear antibody testing by indirect immunofluorescence or solid-phase assays in a Spanish population: the Camargo Cohort. Immunol Res 2024; 72:260-270. [PMID: 37924421 PMCID: PMC11031476 DOI: 10.1007/s12026-023-09430-z] [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: 06/06/2023] [Accepted: 10/16/2023] [Indexed: 11/06/2023]
Abstract
Autoantibodies are the hallmark of autoimmunity, and specifically, antinuclear antibodies (ANA) are one of the most relevant antibodies present in systemic autoimmune diseases (AID). In the present study, we evaluate the relationship between ANA and sociodemographic and biobehavioral factors in a population with a low pre-test probability for systemic AID. ANA were determined in serum samples at baseline visit from 2997 participants from the Camargo Cohort using indirect immunofluorescence assay, and two solid phase assays (SPA), addressable laser bead immunoassay, and fluorescence enzyme immunoassay. Sociodemographic and biobehavioral features of the subjects were obtained at baseline visit using a structured questionnaire. The prevalence of ANA positive results was significantly higher when indirect immunofluorescence assay was used as screening method in comparison with SPAs, being higher in females, older subjects, and those with higher C-reactive protein levels. Considering biobehavioral features, the prevalence was higher in those individuals with a sedentary lifestyle, and in ex- and non-alcohol users. Moreover, considering the relevance of the antibody load using ANA Screen, the prevalence of the antibody load also increased with age, especially in females. In conclusion, the prevalence of ANA varies depending on sociodemographic and biobehavioral features of the subjects, which could be relevant specifically in a population with a low pre-test probability for systemic AIDs.
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Affiliation(s)
- Juan Irure-Ventura
- Immunology Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
| | | | - Marcos López-Hoyos
- Immunology Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain.
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain.
- University of Cantabria, 39011, Santander, Spain.
| | - Marta Martín-Millán
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
- University of Cantabria, 39011, Santander, Spain
- Internal Medicine Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
| | - Daniel Nan
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
- University of Cantabria, 39011, Santander, Spain
- Internal Medicine Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
| | - Emilio Pariente
- Family Medicine. Healthcare center Astillero, Santander, Spain
| | - Javier Pardo-Lledías
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
- University of Cantabria, 39011, Santander, Spain
- Internal Medicine Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
| | - Alejandra Comins-Boo
- Immunology Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
| | - José Manuel Olmos
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
- University of Cantabria, 39011, Santander, Spain
- Internal Medicine Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
| | - Víctor Manuel Martínez-Taboada
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
- University of Cantabria, 39011, Santander, Spain
- Rheumatology Division, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
| | - José Luis Hernández
- Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, 39011, Santander, Spain
- University of Cantabria, 39011, Santander, Spain
- Internal Medicine Department, University Hospital Marqués de Valdecilla, 39008, Santander, Spain
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Jallah BP, Kuypers DRJ. Impact of Immunosenescence in Older Kidney Transplant Recipients: Associated Clinical Outcomes and Possible Risk Stratification for Immunosuppression Reduction. Drugs Aging 2024; 41:219-238. [PMID: 38386164 DOI: 10.1007/s40266-024-01100-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2024] [Indexed: 02/23/2024]
Abstract
The number of older individuals receiving a kidney transplant as replacement therapy has significantly increased in the past decades and this increase is expected to continue. Older patients have a lower rate of acute rejection but an increased incidence of death with a functioning graft. Several factors, including an increased incidence of infections, post-transplant malignancy and cardiovascular comorbidity and mortality, contribute to this increased risk. Notwithstanding, kidney transplantation is still the best form of kidney replacement therapy in all patients with chronic kidney disease, including in older individuals. The best form of immunosuppression and the optimal dose of these medications in older recipients remains a topic of discussion. Pharmacological studies have usually excluded older patients and when included, patients were highly selected and their numbers insignificant to draw a reasonable conclusion. The reduced incidence of acute rejection in older recipients has largely been attributed to immunosenescence. Immunosenescence refers to the aging of the innate and adaptive immunity, accumulating in phenotypic and functional changes. These changes influences the response of the immune system to new challenges. In older individuals, immunosenescence is associated with increased susceptibility to infectious pathogens, a decreased response after vaccinations, increased risk of malignancies and cardiovascular morbidity and mortality. Chronic kidney disease is associated with premature immunosenescent changes, and these are independent of aging. The immunosenescent state is associated with low-grade sterile inflammation termed inflammaging. This chronic low-grade inflammation triggers a compensatory immunosuppressive state to avoid further tissue damage, leaving older individuals with chronic kidney disease in an immune-impaired state before kidney transplantation. Immunosuppression after transplantation may further enhance progression of this immunosenescent state. This review covers the role of immunosenescence in older kidney transplant recipients and it details present knowledge of the changes in chronic kidney disease and after transplantation. The impact of immunosuppression on the progression and complications of an immunosenescent state are discussed, and the future direction of a possible clinical implementation of immunosenescence to individualize/reduce immunosuppression in older recipients is laid out.
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Affiliation(s)
- Borefore P Jallah
- Department of Nephrology and Renal Transplantation, University Hospital Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Dirk R J Kuypers
- Department of Nephrology and Renal Transplantation, University Hospital Leuven, Herestraat 49, 3000, Leuven, Belgium.
- Department of Microbiology, Immunology and Transplantation, University of Leuven, Leuven, Belgium.
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Rodríguez de Vera Gómez P, Méndez Muros M, Torres Cuadro A, Toyos Sáenz de Miera FJ, López Ruiz R, Guerrero Vázquez R, García González JJ, Garrido Hermosilla AM, Martín Hernández T. Alemtuzumab induces severe orbitopathy in relapsing-remitting multiple sclerosis. J Neurol 2024; 271:486-496. [PMID: 37773417 DOI: 10.1007/s00415-023-11995-6] [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: 07/19/2023] [Revised: 09/05/2023] [Accepted: 09/09/2023] [Indexed: 10/01/2023]
Abstract
CONTEXT Treatment with Alemtuzumab (ALZ) in patients with Relapsing-Remitting Multiple Sclerosis (RRMS) is associated with the development of ALZ-induced Graves' disease (GD-ALZ). Some cases may develop associated Graves´ Orbitopathy (GO-ALZ), with possible visual compromise. AIM The aim of this study was to describe the main clinical and biochemical characteristics of GD-ALZ, as well as the clinical course of a case series of GO-ALZ METHODS: This study is a retrospective observational study, carried out in a reference hospital for the care of patients with RRMS in Spain. Cases treated with ALZ in the period 2014-2022 were included. GO-ALZ cases were identified among those with clinical symptoms compatible with thyroid eye disease after initiating ALZ treatment. RESULTS A total of 135 cases, with a mean follow-up of 69.6 months after the first ALZ cycle, were included. The incidence of GD-ALZ was 32.6% (44/135), with a predominance of women (77.3%) and mean age of 41.9 years. The presence of first-degree relatives with hypothyroidism was identified as risk factor for the development of GD-ALZ (adjusted P-value: 0.02). GO-ALZ was diagnosed in 6 cases (incidence: 13.6%), of which 3 had severe clinical forms of GO, requiring anti-IL-6 treatment. A favorable response was reported in all of them, with a significant decrease in disease activity and improvement in proptosis. CONCLUSIONS We report one of the largest cohorts of GD-ALZ and GO-ALZ cases. The diagnosis of these entities should be taken into account in patients treated with Alemtuzumab, given the risk of developing severe clinical forms. In moderate-severe forms of GO-ALZ, drugs with anti-IL-6 activity are a safe and effective option.
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Affiliation(s)
- Pablo Rodríguez de Vera Gómez
- Endocrinology and Nutrition Department, University Hospital Virgen de la Macarena, Avenida Dr Fedriani 3, 41009, Seville, Spain.
| | - Mariola Méndez Muros
- Endocrinology and Nutrition Department, University Hospital Virgen de la Macarena, Avenida Dr Fedriani 3, 41009, Seville, Spain.
- Andalusian Reference Unit for Graves' Orbitopathy (UPRA) Endocrinology, Seville, Spain.
| | - Alberto Torres Cuadro
- Endocrinology and Nutrition Department, University Hospital Virgen de la Macarena, Avenida Dr Fedriani 3, 41009, Seville, Spain
| | | | - Rocío López Ruiz
- Neurology Department, University Hospital Virgen de la Macarena, Seville, Spain
| | - Raquel Guerrero Vázquez
- Endocrinology and Nutrition Department, University Hospital Virgen de la Macarena, Avenida Dr Fedriani 3, 41009, Seville, Spain
| | | | - Antonio Manuel Garrido Hermosilla
- Ophthalmology Department, University Hospital Virgen de la Macarena, Seville, Spain
- Andalusian Reference Unit for Graves' Orbitopathy (UPRA) Endocrinology, Seville, Spain
| | - Tomás Martín Hernández
- Endocrinology and Nutrition Department, University Hospital Virgen de la Macarena, Avenida Dr Fedriani 3, 41009, Seville, Spain
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9
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Kim ME, Lee JS. Immune Diseases Associated with Aging: Molecular Mechanisms and Treatment Strategies. Int J Mol Sci 2023; 24:15584. [PMID: 37958564 PMCID: PMC10647753 DOI: 10.3390/ijms242115584] [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: 09/19/2023] [Revised: 10/19/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023] Open
Abstract
Aging is associated with a decline in immune function, thereby causing an increased susceptibility to various diseases. Herein, we review immune diseases associated with aging, focusing on tumors, atherosclerosis, and immunodeficiency disorders. The molecular mechanisms underlying these conditions are discussed, highlighting telomere shortening, tissue inflammation, and altered signaling pathways, e.g., the mammalian target of the rapamycin (mTOR) pathway, as key contributors to immune dysfunction. The role of the senescence-associated secretory phenotype in driving chronic tissue inflammation and disruption has been examined. Our review underscores the significance of targeting tissue inflammation and immunomodulation for treating immune disorders. In addition, anti-inflammatory medications, including corticosteroids and nonsteroidal anti-inflammatory drugs, and novel approaches, e.g., probiotics and polyphenols, are discussed. Immunotherapy, particularly immune checkpoint inhibitor therapy and adoptive T-cell therapy, has been explored for its potential to enhance immune responses in older populations. A comprehensive analysis of immune disorders associated with aging and underlying molecular mechanisms provides insights into potential treatment strategies to alleviate the burden of these conditions in the aging population. The interplay among immune dysfunction, chronic tissue inflammation, and innovative therapeutic approaches highlights the importance of elucidating these complex processes to develop effective interventions to improve the quality of life in older adults.
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Affiliation(s)
| | - Jun Sik Lee
- Department of Biological Science, Immunology Research Lab & BK21-Four Educational Research Group for Age-Associated Disorder Control Technology, Chosun University, Gwangju 61452, Republic of Korea;
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10
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Sottini A, Quaresima V, Barbaro M, Moiola L, Filippi M, Malentacchi M, Capobianco M, Puthenparampil M, Gallo P, Cocco E, Frau J, Zaffaroni M, Guaschino C, Stampatori C, Mancinelli C, Brambilla L, Clerici VT, Vianello M, Vitetta F, Ferraro D, Rosettani P, Danni MC, Conti M, Grimoldi M, Capra R, Imberti L. Clinical relevance of thymic and bone marrow outputs in multiple sclerosis patients treated with alemtuzumab. J Neuroimmunol 2023; 382:578170. [PMID: 37579546 DOI: 10.1016/j.jneuroim.2023.578170] [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: 06/27/2023] [Revised: 08/02/2023] [Accepted: 08/04/2023] [Indexed: 08/16/2023]
Abstract
Thymic and bone marrow outputs were evaluated in 13 sequential samples of 68 multiple sclerosis patients who initiated alemtuzumab and were clinically followed for 48 months. Three months after alemtuzumab infusions, the levels of new T lymphocytes were significantly reduced, but progressively increased reaching the highest values at 36 months, indicating the remarkable capacity of thymic function recovery. Newly produced B cells exceeded baseline levels as early as 3 months after alemtuzumab initiation. Heterogeneous patterns of new T- and B-cell recovery were identified, but without associations with age, sex, previous therapies, development of secondary autoimmunity or infections, and disease re-emergence. Trial registration version 2.0-27/01/2016.
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Affiliation(s)
- Alessandra Sottini
- Diagnostic Laboratory, Diagnostic Department, ASST Spedali Civili di Brescia, Brescia, Italy.
| | - Virginia Quaresima
- Diagnostic Laboratory, Diagnostic Department, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Mosè Barbaro
- Diagnostic Laboratory, Diagnostic Department, ASST Spedali Civili di Brescia, Brescia, Italy; Laboratorio analisi, Ospedale Civile di Sondrio, ASST Valtellina e Alto Lario, Sondrio, Italy
| | - Lucia Moiola
- Neurology Department-Multiple Sclerosis Center, IRCCS San Raffaele Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Neurology and Neurorehabilitation Units, MS Center, Headache Center, Epilepsy Center, and Stroke Unit, Neurophysiology Service, and Neuroimaging Research Unit, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Maria Malentacchi
- SCDO Neurologia e Centro di Riferimento Regionale Sclerosi Multipla, AOU San Luigi Gonzaga, Orbassano, Italy
| | - Marco Capobianco
- SCDO Neurologia e Centro di Riferimento Regionale Sclerosi Multipla, AOU San Luigi Gonzaga, Orbassano, Italy
| | - Marco Puthenparampil
- Department of Neuroscience (DNS), School of Medicine - University of Padua, Padua, Italy
| | - Paolo Gallo
- Department of Neuroscience (DNS), School of Medicine - University of Padua, Padua, Italy
| | - Eleonora Cocco
- Centro Sclerosi Multipla AOU Cagliari - University of Cagliari, Italy
| | | | - Mauro Zaffaroni
- Centro Sclerosi Multipla, Ospedale di Gallarate, ASST della Valle Olona, Gallarate, Italy
| | - Clara Guaschino
- Centro Sclerosi Multipla, Ospedale di Gallarate, ASST della Valle Olona, Gallarate, Italy
| | - Chiara Stampatori
- Centro Regionale per la Sclerosi Multipla, ASST Spedali Civili di Brescia, Montichiari, Brescia, Italy
| | - Chiara Mancinelli
- Centro Regionale per la Sclerosi Multipla, ASST Spedali Civili di Brescia, Montichiari, Brescia, Italy; U.O. Neuroimmunologia e Malattie Neuromuscolari, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Laura Brambilla
- U.O. Neuroimmunologia e Malattie Neuromuscolari, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Valentina Torri Clerici
- U.O. Neuroimmunologia e Malattie Neuromuscolari, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | | | - Francesca Vitetta
- Centro Malattie Demielinizzanti, Ospedale Civile Baggiovara, AOU Modena, Italy
| | - Diana Ferraro
- Centro Malattie Demielinizzanti, Ospedale Civile Baggiovara, AOU Modena, Italy
| | - Pamela Rosettani
- Clinica Neurologica, Azienda Ospedaliero Universitaria delle Marche, Torrette, Ancona, Italy
| | - Maura Chiara Danni
- Clinica Neurologica, Azienda Ospedaliero Universitaria delle Marche, Torrette, Ancona, Italy
| | - Marta Conti
- Department of Neurology, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Maria Grimoldi
- Department of Neurology, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Ruggero Capra
- Centro Regionale per la Sclerosi Multipla, ASST Spedali Civili di Brescia, Montichiari, Brescia, Italy
| | - Luisa Imberti
- Diagnostic Laboratory, Diagnostic Department, ASST Spedali Civili di Brescia, Brescia, Italy; Section of Microbiology, University of Brescia, P. le Spedali Civili, 1, Brescia, Italy
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11
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Chatanaka MK, Sohaei D, Diamandis EP, Prassas I. Beyond the amyloid hypothesis: how current research implicates autoimmunity in Alzheimer's disease pathogenesis. Crit Rev Clin Lab Sci 2023; 60:398-426. [PMID: 36941789 DOI: 10.1080/10408363.2023.2187342] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 03/01/2023] [Indexed: 03/23/2023]
Abstract
The amyloid hypothesis has so far been at the forefront of explaining the pathogenesis of Alzheimer's Disease (AD), a progressive neurodegenerative disorder that leads to cognitive decline and eventual death. Recent evidence, however, points to additional factors that contribute to the pathogenesis of this disease. These include the neurovascular hypothesis, the mitochondrial cascade hypothesis, the inflammatory hypothesis, the prion hypothesis, the mutational accumulation hypothesis, and the autoimmunity hypothesis. The purpose of this review was to briefly discuss the factors that are associated with autoimmunity in humans, including sex, the gut and lung microbiomes, age, genetics, and environmental factors. Subsequently, it was to examine the rise of autoimmune phenomena in AD, which can be instigated by a blood-brain barrier breakdown, pathogen infections, and dysfunction of the glymphatic system. Lastly, it was to discuss the various ways by which immune system dysregulation leads to AD, immunomodulating therapies, and future directions in the field of autoimmunity and neurodegeneration. A comprehensive account of the recent research done in the field was extracted from PubMed on 31 January 2022, with the keywords "Alzheimer's disease" and "autoantibodies" for the first search input, and "Alzheimer's disease" with "IgG" for the second. From the first search, 19 papers were selected, because they contained recent research on the autoantibodies found in the biofluids of patients with AD. From the second search, four papers were selected. The analysis of the literature has led to support the autoimmune hypothesis in AD. Autoantibodies were found in biofluids (serum/plasma, cerebrospinal fluid) of patients with AD with multiple methods, including ELISA, Mass Spectrometry, and microarray analysis. Through continuous research, the understanding of the synergistic effects of the various components that lead to AD will pave the way for better therapeutic methods and a deeper understanding of the disease.
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Affiliation(s)
- Miyo K Chatanaka
- Department of Laboratory and Medicine Pathobiology, University of Toronto, Toronto, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Canada
| | - Dorsa Sohaei
- Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada
| | - Eleftherios P Diamandis
- Department of Laboratory and Medicine Pathobiology, University of Toronto, Toronto, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Canada
- Department of Clinical Biochemistry, University Health Network, Toronto, Canada
| | - Ioannis Prassas
- Laboratory Medicine Program, University Health Network, Toronto, Canada
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12
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Von Niederhäusern V, Ghraichy M, Trück J. Applicability of T cell receptor repertoire sequencing analysis to unbalanced clinical samples - comparing the T cell receptor repertoire of GATA2 deficient patients and healthy controls. Swiss Med Wkly 2023; 153:40046. [PMID: 36800891 DOI: 10.57187/smw.2023.40046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Indexed: 02/11/2023] Open
Abstract
T cell receptor repertoire sequencing (TCRseq) has become one of the major omic tools to study the immune system in health and disease. Multiple commercial solutions are currently available, greatly facilitating the implementation of this complex method into translational studies. However, the flexibility of these methods to react to suboptimal sample material is still limited. In a clinical research context, limited sample availability and/or unbalanced sample material can negatively impact the feasibility and quality of such analyses. We sequenced the T cell receptor repertoires of three healthy controls and four patients with GATA2 deficiency using a commercially available TCRseq kit and thereby (1) assessed the impact of suboptimal sample quality and (2) implemented a subsampling strategy to react to biased sample input quantity. Applying these strategies, we did not find significant differences in the global T cell receptor repertoire characteristics such as V and J gene usage, CDR3 junction length and repertoire diversity of GATA2-deficient patients compared with healthy control samples. Our results prove the adaptability of this TCRseq protocol to the analysis of unbalanced sample material and provide encouraging evidence for use of this method in future studies despite suboptimal patient samples.
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Affiliation(s)
- Valentin Von Niederhäusern
- Division of Immunology and Children's Research Center, University Children's Hospital, University of Zurich (UZH), Zurich, Switzerland
| | - Marie Ghraichy
- Division of Immunology and Children's Research Center, University Children's Hospital, University of Zurich (UZH), Zurich, Switzerland
| | - Johannes Trück
- Division of Immunology and Children's Research Center, University Children's Hospital, University of Zurich (UZH), Zurich, Switzerland
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13
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Chen J, Deng JC, Goldstein DR. How aging impacts vaccine efficacy: known molecular and cellular mechanisms and future directions. Trends Mol Med 2022; 28:1100-1111. [PMID: 36216643 PMCID: PMC9691569 DOI: 10.1016/j.molmed.2022.09.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 09/05/2022] [Accepted: 09/14/2022] [Indexed: 01/26/2023]
Abstract
Aging leads to a gradual dysregulation of immune functions, one consequence of which is reduced vaccine efficacy. In this review, we discuss several key contributing factors to the age-related decline in vaccine efficacy, such as alterations within the lymph nodes where germinal center (GC) reactions take place, alterations in the B cell compartment, alterations in the T cell compartment, and dysregulation of innate immune pathways. Additionally, we discuss several methods currently used in vaccine development to bolster vaccine efficacy in older adults. This review highlights the multifactorial defects that impair vaccine responses with aging.
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Affiliation(s)
- Judy Chen
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA; Program in Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Jane C Deng
- Program in Immunology, University of Michigan, Ann Arbor, MI 48109, USA; Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI 48109, USA; Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI 48105, USA
| | - Daniel R Goldstein
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA; Program in Immunology, University of Michigan, Ann Arbor, MI 48109, USA.
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Rodríguez de Vera Gómez P, García-González JJ, Ravé-García R, López Ruiz R, Torres-Cuadro A, Eichau-Madueño S, García-García C, Martín-Hernández T. Graves' disease induced by Alemtuzumab in relapsing-remitting multiple sclerosis patients: an observational study in a reference center. J Endocrinol Invest 2022; 45:1977-1990. [PMID: 35718853 DOI: 10.1007/s40618-022-01832-4] [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: 02/12/2022] [Accepted: 05/30/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVES Graves' disease induced by Alemtuzumab (GD-IA) is one of the most frequently observed adverse events in patients with multiple sclerosis (MS) treated with this drug. The aim of this study is the sequencing and description of these events, along with the identification of the risk factors leading to their development. MATERIALS AND METHODS We conducted a retrospective observational study identifying patients with relapsing-remitting multiple sclerosis (RRMS) and GD-IA, studying their baseline clinical features and variables related to the natural history of the disease. RESULTS A total of 121 participants treated with Alemtuzumab were included, of whom 41 developed GD-IA (33.9%). A higher percentage of first-degree relatives with autoimmune thyroid disease was documented in the subgroup who developed the abovementioned event (14.6% vs 1.5%; p < 0.01). A total of 70.7% of patients diagnosed with GD-IA (n = 29/41) had fluctuations in thyroid function during follow-up, and 24.4% (n = 10/41) required total thyroidectomy for resolution of the condition. In 54.8% of participants diagnosed with GD-IA, a pattern of significant TSH decline was identified in the month prior to diagnosis of the event, with high predictive ability and associated with a more favorable clinical course (fewer weeks to normalization of thyroid function, HR = 8.99; 95% CI [2.11-38.44]; p = 0.0003). CONCLUSION GD-IA has an atypical course compared to classical forms of the disease. The identification of risk factors for the development of the disease before starting treatment with Alemtuzumab and early monitoring of thyroid function once this treatment is initiated prove to be useful strategies in the diagnosis and clinical management of this condition.
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Affiliation(s)
| | - J J García-González
- Endocrinology and Nutrition Department, University Hospital Virgen Macarena, Seville, Spain
| | - R Ravé-García
- Endocrinology and Nutrition Department, University Hospital Virgen Macarena, Seville, Spain
| | - R López Ruiz
- Neurology Department, University Hospital Virgen Macarena, Seville, Spain
| | - A Torres-Cuadro
- Endocrinology and Nutrition Department, University Hospital Virgen Macarena, Seville, Spain
| | - S Eichau-Madueño
- Neurology Department, University Hospital Virgen Macarena, Seville, Spain
| | - C García-García
- Endocrinology and Nutrition Department, University Hospital Virgen Macarena, Seville, Spain
| | - T Martín-Hernández
- Endocrinology and Nutrition Department, University Hospital Virgen Macarena, Seville, Spain
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15
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Luís C, Maduro AT, Pereira P, Mendes JJ, Soares R, Ramalho R. Nutritional senolytics and senomorphics: Implications to immune cells metabolism and aging – from theory to practice. Front Nutr 2022; 9:958563. [PMID: 36159455 PMCID: PMC9493043 DOI: 10.3389/fnut.2022.958563] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 08/16/2022] [Indexed: 11/28/2022] Open
Abstract
Aging is a natural physiological process, but one that poses major challenges in an increasingly aging society prone to greater health risks such as diabetes, cardiovascular disease, cancer, frailty, increased susceptibility to infection, and reduced response to vaccine regimens. The loss of capacity for cell regeneration and the surrounding tissue microenvironment itself is conditioned by genetic, metabolic, and even environmental factors, such as nutrition. The senescence of the immune system (immunosenescence) represents a challenge, especially when associated with the presence of age-related chronic inflammation (inflammaging) and affecting the metabolic programming of immune cells (immunometabolism). These aspects are linked to poorer health outcomes and therefore present an opportunity for host-directed interventions aimed at both eliminating senescent cells and curbing the underlying inflammation. Senotherapeutics are a class of drugs and natural products that delay, prevent, or reverse the senescence process – senolytics; or inhibit senescence-associated secretory phenotype – senomorphics. Natural senotherapeutics from food sources – nutritional senotherapeutics – may constitute an interesting way to achieve better age-associated outcomes through personalized nutrition. In this sense, the authors present herein a framework of nutritional senotherapeutics as an intervention targeting immunosenescence and immunometabolism, identifying research gaps in this area, and gathering information on concluded and ongoing clinical trials on this subject. Also, we present future directions and ideation for future clinical possibilities in this field.
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Affiliation(s)
- Carla Luís
- Department of Biomedicine, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
- i3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Ana T. Maduro
- Department of Biomedicine, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
- i3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Paula Pereira
- Nutritional Immunology – Clinical and Experimental Lab (NICE Lab), Clinical Research Unit, Centro de Investigação Interdisciplinar Egas Moniz (CiiEM, U4585 FCT), Egas Moniz Higher Education School, Monte de Caparica, Portugal
- Applied Nutrition Study Group (Grupo de Estudos em Nutrição Aplicada – G.E.N.A.-IUEM), Egas Moniz Higher Education School, Monte de Caparica, Portugal
- Instituto Universitário Egas Moniz, Egas Moniz Higher Education School, Monte de Caparica, Portugal
| | - José João Mendes
- Nutritional Immunology – Clinical and Experimental Lab (NICE Lab), Clinical Research Unit, Centro de Investigação Interdisciplinar Egas Moniz (CiiEM, U4585 FCT), Egas Moniz Higher Education School, Monte de Caparica, Portugal
- Instituto Universitário Egas Moniz, Egas Moniz Higher Education School, Monte de Caparica, Portugal
| | - Raquel Soares
- Department of Biomedicine, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
- i3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Renata Ramalho
- Nutritional Immunology – Clinical and Experimental Lab (NICE Lab), Clinical Research Unit, Centro de Investigação Interdisciplinar Egas Moniz (CiiEM, U4585 FCT), Egas Moniz Higher Education School, Monte de Caparica, Portugal
- Applied Nutrition Study Group (Grupo de Estudos em Nutrição Aplicada – G.E.N.A.-IUEM), Egas Moniz Higher Education School, Monte de Caparica, Portugal
- Instituto Universitário Egas Moniz, Egas Moniz Higher Education School, Monte de Caparica, Portugal
- *Correspondence: Renata Ramalho,
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