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Nesbitt C, Van Der Walt A, Butzkueven H, Devitt B, Jokubaitis VG. Multiple sclerosis and cancer: Navigating a dual diagnosis. Mult Scler 2024; 30:1714-1736. [PMID: 39347791 DOI: 10.1177/13524585241274523] [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] [Indexed: 10/01/2024]
Abstract
Healthcare breakthroughs are extending the lives of multiple sclerosis (MS) patients and cancer survivors, creating a growing cohort of individuals navigating a dual diagnosis. Determining the relationship between MS and cancer risk remains challenging, with inconclusive findings confounded by age, risk exposures, comorbidities, genetics and the ongoing introduction of new MS disease-modifying therapies (DMTs) across study periods.This research places significant emphasis on cancer survival, with less attention given to the impact on MS outcomes. Our review explores the existing literature on MS, cancer risk and the intersection of DMTs and cancer treatments. We aim to navigate the complexities of managing MS in cancer survivors to optimise outcomes for both conditions. Continuous research and the formulation of treatment guidelines are essential for guiding future care. Collaboration between neuro-immunology and oncology is crucial, with a need to establish databases for retrospective and ultimately prospective analysis of outcomes in these rapidly evolving fields.
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Affiliation(s)
- Cassie Nesbitt
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Neurology, MSNI Multiple Sclerosis and Neuro-Immunology, Alfred Health, Melbourne, VIC, Australia
- Department of Neuroscience, Monash University, The Alfred Centre, Melbourne, VIC, Australia
| | - Anneke Van Der Walt
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Neurology, MSNI Multiple Sclerosis and Neuro-Immunology, Alfred Health, Melbourne, VIC, Australia
| | - Helmut Butzkueven
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Neurology, MSNI Multiple Sclerosis and Neuro-Immunology, Alfred Health, Melbourne, VIC, Australia
| | - Bianca Devitt
- Department of Oncology, Eastern Health Clinical School, Monash University, Melbourne, VIC, Australia
- Oncology Clinical Trials Unit, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
| | - Vilija G Jokubaitis
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Department of Neurology, MSNI Multiple Sclerosis and Neuro-Immunology, Alfred Health, Melbourne, VIC, Australia
- Department of Neuroscience, Monash University, The Alfred Centre, Melbourne, VIC, Australia
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2
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Jiang Q, Lin F, Li Z, Duan H, Jiang C, Yu X, Wang C, Zhang L, Sun X, Zha J, Liu L, Lin Z, Xu B. Changes of T cell subsets across treatments associated with prognosis in newly diagnosed follicular lymphoma. Sci Rep 2024; 14:27576. [PMID: 39528806 PMCID: PMC11555378 DOI: 10.1038/s41598-024-79173-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 11/06/2024] [Indexed: 11/16/2024] Open
Abstract
Follicular lymphoma (FL) is an immune-responsive tumor with spontaneous remission. T cells play a pivotal role in the anti-lymphoma immune response. However, the dynamics of T cells during treatment, their impact on FL clinical outcomes, and the risk factors contributing to T-cell cytopenia remain largely unexplored. T-cell and their subsets in the peripheral blood of FL patients at diagnosis, during 2-4 cycles and after 6 cycles of treatment, as well as healthy individuals were detected by flow-cytometry. The predictive effects of T cells for early progression and risks for T-cell cytopenia were analyzed. FL patients exhibited a significant decrease in CD3+, CD4+, and CD8 + T cells compared to healthy individuals, with aging intensifying the decline of CD3+, and CD4 + T cells. Notably, a reduction in CD4 + T cells, predominantly contributing to treatment-related T-cell reduction, was only observed in patients undergoing Bendamustine-based regimens. Moreover, a significantly decreased CD4 + and CD8 + T-cell at diagnosis rather than after induction therapy was observed in patients with treatment failure. Furthermore, lower CD4 + T-cell (< 260/uL) at baseline was independently correlated to early progression within 24 months. Finally, disease stage and albumin were the independent predictive factors for the decline of CD4 + T cells in FL patients. Overall, FL patients demonstrated compromised T-cell immunity, with a lower CD4 + T cell count at diagnosis correlating with treatment response and early progression. Therefore, monitoring CD4 + T cells at diagnosis might reflect immune status and aid in stratifying FL patients.
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Affiliation(s)
- Qiuhui Jiang
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Feng Lin
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Zhifeng Li
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Hongpeng Duan
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Chong Jiang
- Department of Nuclear Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Xingxing Yu
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Caiyan Wang
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Li Zhang
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Xiuhua Sun
- Department of Hematology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning Province, China
| | - Jie Zha
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China
| | - Long Liu
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China.
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China.
| | - Zhijuan Lin
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China.
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China.
| | - Bing Xu
- Department of Hematology, Institute of Hematology, School of Medicine, The First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, China.
- Key Laboratory of Xiamen for Diagnosis and Treatment of Hematological Malignancy, Xiamen, Fujian Province, China.
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Enemark MH, Hemmingsen JK, Jensen ML, Kridel R, Ludvigsen M. Molecular Biomarkers in Prediction of High-Grade Transformation and Outcome in Patients with Follicular Lymphoma: A Comprehensive Systemic Review. Int J Mol Sci 2024; 25:11179. [PMID: 39456961 PMCID: PMC11508793 DOI: 10.3390/ijms252011179] [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: 09/06/2024] [Revised: 10/03/2024] [Accepted: 10/06/2024] [Indexed: 10/28/2024] Open
Abstract
Follicular lymphoma (FL) is the most prevalent indolent B-cell lymphoma entity, often characterized by the t(14;18) BCL2-IGH translocation. The malignancy represents a clinically and biologically highly heterogeneous disease. Most patients have favorable prognoses; however, despite therapeutic advancements, the disease remains incurable, with recurrent relapses or early disease progression. Moreover, transformation to an aggressive histology, most often diffuse large-B-cell lymphoma, remains a critical event in the disease course, which is associated with poor outcomes. Understanding the individual patient's risk of transformation remains challenging, which has motivated much research on novel biomarkers within the past four decades. This review systematically assessed the research on molecular biomarkers in FL transformation and outcome. Following the PRISMA guidelines for systemic reviews, the PubMed database was searched for English articles published from January 1984 through September 2024, yielding 6769 results. The identified publications were carefully screened and reviewed, of which 283 original papers met the inclusion criteria. The included studies focused on investigating molecular biomarkers as predictors of transformation or as prognostic markers of time-related endpoints (survival, progression, etc.). The effects of each biomarker were categorized based on their impact on prognosis or risk of transformation as none, favorable, or inferior. The biomarkers included genetic abnormalities, gene expression, microRNAs, markers of B cells/FL tumor cells, markers of the tumor microenvironment, and soluble biomarkers. This comprehensive review provides an overview of the research conducted in the past four decades, underscoring the persistent challenge in risk anticipation of FL patients.
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Affiliation(s)
- Marie Hairing Enemark
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Jonas Klejs Hemmingsen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
| | - Maja Lund Jensen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
| | - Robert Kridel
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G 2C4, Canada;
| | - Maja Ludvigsen
- Department of Hematology, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.H.E.); (J.K.H.); (M.L.J.)
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus C, Denmark
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Narita H, Kuroiwa K, Kawaguchi Y, Murai S, Sasaki Y, Homma M, Kawamata N, Hayashi H, Nagao K, Okamura R, Uesugi Y, Sasaki Y, Shimada S, Watanuki M, Arai N, Yanagisawa K, Shiozawa E, Yamochi T, Hattori N. High Ki-67 Expression Predicting a Risk Factor for the Progression of Disease within 24 Months and Microenvironment in Follicular Lymphoma. Int J Mol Sci 2024; 25:11057. [PMID: 39456838 PMCID: PMC11507466 DOI: 10.3390/ijms252011057] [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: 09/22/2024] [Revised: 10/10/2024] [Accepted: 10/12/2024] [Indexed: 10/28/2024] Open
Abstract
Most follicular lymphomas (FLs) demonstrate an indolent clinical course with favorable outcomes; however, a fraction of patients experiences progression of disease within 24 months (POD24) and has adverse outcomes. This study aimed to determine the predictive risk factors for POD24 in patients with FL, and the characteristics of the microenvironment in FL with POD24. By multivariate analysis, we revealed that increased Ki-67 expression was associated with POD24 events in patients with FL (hazard ratio [HR]: 6.29, 95% confidence interval [CI]: 1.96-20.22, p = 0.0020). Additionally, patients with FL with POD24 demonstrated immune cell reduction by immunohistochemistry analysis. Our results help better understand the therapeutic strategies for FL with POD24.
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Affiliation(s)
- Hinako Narita
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Kai Kuroiwa
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Yukiko Kawaguchi
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - So Murai
- Department of Pathology and Laboratory Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (S.M.); (Y.S.); (M.H.); (E.S.); (T.Y.)
| | - Yosuke Sasaki
- Department of Pathology and Laboratory Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (S.M.); (Y.S.); (M.H.); (E.S.); (T.Y.)
| | - Mayumi Homma
- Department of Pathology and Laboratory Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (S.M.); (Y.S.); (M.H.); (E.S.); (T.Y.)
| | - Natsuki Kawamata
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Hidenori Hayashi
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Kazuki Nagao
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Reiko Okamura
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Yuka Uesugi
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Yohei Sasaki
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Shotaro Shimada
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Megumi Watanuki
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Nana Arai
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Kouji Yanagisawa
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
| | - Eisuke Shiozawa
- Department of Pathology and Laboratory Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (S.M.); (Y.S.); (M.H.); (E.S.); (T.Y.)
| | - Toshiko Yamochi
- Department of Pathology and Laboratory Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (S.M.); (Y.S.); (M.H.); (E.S.); (T.Y.)
| | - Norimichi Hattori
- Division of Hematology, Department of Medicine, Showa University School of Medicine, Tokyo 142-8666, Japan; (H.N.); (K.K.); (Y.K.); (N.K.); (H.H.); (K.N.); (R.O.); (Y.U.); (Y.S.); (S.S.); (M.W.); (N.A.); (K.Y.)
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Muller I, Maioli S, Armenti M, Porcaro L, Currò N, Iofrida E, Pignataro L, Manso J, Mian C, Geginat J, Salvi M. Alemtuzumab-induced thyroid eye disease successfully treated with a single low dose of rituximab. Eur Thyroid J 2024; 13:e230236. [PMID: 38471303 PMCID: PMC11046353 DOI: 10.1530/etj-23-0236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 03/12/2024] [Indexed: 03/14/2024] Open
Abstract
Introduction Secondary thyroid autoimmunity, especially Graves' disease (GD), frequently develops in patients with multiple sclerosis (MS) following alemtuzumab treatment (ALTZ; anti-CD52). Thyroid eye disease (TED) can also develop, and rituximab (RTX; anti-CD20) is a suitable treatment. Case presentation A 37-year-old woman with MS developed steroid-resistant active moderate-to-severe TED 3 years after ALTZ, that successfully responded to a single 500 mg dose of i.v. RTX. Before RTX peripheral B-cells were low, and were totally depleted immediately after therapy. Follow-up analysis 4 years post ALTZ and 1 year post RTX showed persistent depletion of B cells, and reduction of T regulatory cells in both peripheral blood and thyroid tissue obtained at thyroidectomy. Conclusion RTX therapy successfully inactivated TED in a patient with low B-cell count derived from previous ALTZ treatment. B-cell depletion in both thyroid and peripheral blood was still present 1 year after RTX, indicating a likely cumulative effect of both treatments.
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Affiliation(s)
- Ilaria Muller
- Department of Clinical Sciences and Community Health, University of Milan, Italy
- Endocrinology Unit, Graves’ Orbitopathy Center, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Sara Maioli
- Department of Clinical Sciences and Community Health, University of Milan, Italy
| | - Mirco Armenti
- Department of Clinical Sciences and Community Health, University of Milan, Italy
| | - Laura Porcaro
- Department of Clinical Sciences and Community Health, University of Milan, Italy
| | - Nicola Currò
- Endocrinology Unit, Graves’ Orbitopathy Center, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Ophthalmology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Elisabetta Iofrida
- Department of Specialistic Surgical Sciences, Otolaryngology and Head and Neck Surgery, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Lorenzo Pignataro
- Department of Clinical Sciences and Community Health, University of Milan, Italy
- Department of Specialistic Surgical Sciences, Otolaryngology and Head and Neck Surgery, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Jacopo Manso
- Endocrinology Unit, Department of Medicine (DIMED), University of Padova, Padova, Italy
| | - Caterina Mian
- Endocrinology Unit, Department of Medicine (DIMED), University of Padova, Padova, Italy
| | - Jens Geginat
- Department of Clinical Sciences and Community Health, University of Milan, Italy
- National Institute of Molecular Genetics (INGM) “Romeo and Enrica Invernizzi”, Milan, Italy
| | - Mario Salvi
- Endocrinology Unit, Graves’ Orbitopathy Center, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
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Zonozi R, Walters LC, Shulkin A, Naranbhai V, Nithagon P, Sauvage G, Kaeske C, Cosgrove K, Nathan A, Tano-Menka R, Gayton AC, Getz MA, Senjobe F, Worrall D, Iafrate AJ, Fromson C, Montesi SB, Rao DA, Sparks JA, Wallace ZS, Farmer JR, Walker BD, Charles RC, Laliberte K, Niles JL, Gaiha GD. T cell responses to SARS-CoV-2 infection and vaccination are elevated in B cell deficiency and reduce risk of severe COVID-19. Sci Transl Med 2023; 15:eadh4529. [PMID: 38019932 DOI: 10.1126/scitranslmed.adh4529] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 11/06/2023] [Indexed: 12/01/2023]
Abstract
Individuals with primary and pharmacologic B cell deficiencies have high rates of severe disease and mortality from coronavirus disease 2019 (COVID-19), but the immune responses and clinical outcomes after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and vaccination have yet to be fully defined. Here, we evaluate the cellular immune responses after both SARS-CoV-2 infection and vaccination in patients receiving the anti-CD20 therapy rituximab (RTX) and those with low B cell counts due to common variable immune deficiency (CVID) disease. Assessment of effector and memory CD4+ and CD8+ T cell responses to SARS-CoV-2 revealed elevated reactivity and proliferative capacity after both infection and vaccination in B cell-deficient individuals, particularly within the CD8+ T cell compartment, in comparison with healthy controls. Evaluation of clinical outcomes demonstrates that vaccination of RTX-treated individuals was associated with about 4.8-fold reduced odds of moderate or severe COVID-19 in the absence of vaccine-induced antibodies. Analysis of T cell differentiation demonstrates that RTX administration increases the relative frequency of naïve CD8+ T cells, potentially by depletion of CD8+CD20dim T cells, which are primarily of an effector memory or terminal effector memory (TEMRA) phenotype. However, this also leads to a reduction in preexisting antiviral T cell immunity. Collectively, these data indicate that individuals with B cell deficiencies have enhanced T cell immunity after both SARS-CoV-2 infection and vaccination that potentially accounts for reduced hospitalization and severe disease from subsequent SARS-CoV-2 infection.
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Affiliation(s)
- Reza Zonozi
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Lucy C Walters
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Koch Institute for Integrative Cancer Research, Cambridge, MA 02139, USA
| | - Aaron Shulkin
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Vivek Naranbhai
- Massachusetts General Hospital Cancer Center, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa
- Monash University, Melbourne, VIC 3022, Australia
| | - Pravarut Nithagon
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gabriel Sauvage
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Clarety Kaeske
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Katherine Cosgrove
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Anusha Nathan
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Program in Health Sciences and Technology, Harvard Medical School and Massachusetts Institute of Technology, Boston, MA 02115, USA
| | - Rhoda Tano-Menka
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Alton C Gayton
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Matthew A Getz
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Fernando Senjobe
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Daniel Worrall
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Caroline Fromson
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Sydney B Montesi
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Deepak A Rao
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Zachary S Wallace
- Division of Rheumatology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jocelyn R Farmer
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Division of Allergy and Inflammation, Beth Israel Lahey Health, Boston, MA 02215, USA
| | - Bruce D Walker
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa
- Broad Institute, Cambridge, MA 02142, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
- Institute for Medical Engineering and Science and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Richelle C Charles
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Karen Laliberte
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - John L Niles
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gaurav D Gaiha
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
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7
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Yang Y, Zhang Y, Ren J, Feng K, Li Z, Huang T, Cai Y. Identification of Colon Immune Cell Marker Genes Using Machine Learning Methods. Life (Basel) 2023; 13:1876. [PMID: 37763280 PMCID: PMC10532943 DOI: 10.3390/life13091876] [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: 07/30/2023] [Revised: 08/24/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
Immune cell infiltration that occurs at the site of colon tumors influences the course of cancer. Different immune cell compositions in the microenvironment lead to different immune responses and different therapeutic effects. This study analyzed single-cell RNA sequencing data in a normal colon with the aim of screening genetic markers of 25 candidate immune cell types and revealing quantitative differences between them. The dataset contains 25 classes of immune cells, 41,650 cells in total, and each cell is expressed by 22,164 genes at the expression level. They were fed into a machine learning-based stream. The five feature ranking algorithms (last absolute shrinkage and selection operator, light gradient boosting machine, Monte Carlo feature selection, minimum redundancy maximum relevance, and random forest) were first used to analyze the importance of gene features, yielding five feature lists. Then, incremental feature selection and two classification algorithms (decision tree and random forest) were combined to filter the most important genetic markers from each list. For different immune cell subtypes, their marker genes, such as KLRB1 in CD4 T cells, RPL30 in B cell IGA plasma cells, and JCHAIN in IgG producing B cells, were identified. They were confirmed to be differentially expressed in different immune cells and involved in immune processes. In addition, quantitative rules were summarized by using the decision tree algorithm to distinguish candidate immune cell types. These results provide a reference for exploring the cell composition of the colon cancer microenvironment and for clinical immunotherapy.
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Affiliation(s)
- Yong Yang
- Qianwei Hospital of Jilin Province, Changchun 130012, China;
| | - Yuhang Zhang
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Jingxin Ren
- School of Life Sciences, Shanghai University, Shanghai 200444, China;
| | - Kaiyan Feng
- Department of Computer Science, Guangdong AIB Polytechnic College, Guangzhou 510507, China;
| | - Zhandong Li
- College of Biological and Food Engineering, Jilin Engineering Normal University, Changchun 130052, China;
| | - Tao Huang
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Yudong Cai
- School of Life Sciences, Shanghai University, Shanghai 200444, China;
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8
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Effects of B-Cell Lymphoma on the Immune System and Immune Recovery after Treatment: The Paradigm of Targeted Therapy. Int J Mol Sci 2022; 23:ijms23063368. [PMID: 35328789 PMCID: PMC8952275 DOI: 10.3390/ijms23063368] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/07/2022] [Accepted: 03/09/2022] [Indexed: 12/10/2022] Open
Abstract
B-cell lymphoma and lymphoproliferative diseases represent a heterogeneous and complex group of neoplasms that are accompanied by a broad range of immune regulatory disorder phenotypes. Clinical features of autoimmunity, hyperinflammation, immunodeficiency and infection can variously dominate, depending on the immune pathway most involved. Immunological imbalance can play a role in lymphomagenesis, also supporting the progression of the disease, while on the other hand, lymphoma acts on the immune system to weaken immunosurveillance and facilitate immunoevasion. Therefore, the modulation of immunity can have a profound effect on disease progression or resolution, which makes the immune system a critical target for new therapies. In the current therapeutic scenario enriched by chemo-free regimens, it is important to establish the effect of various drugs on the disease, as well as on the restoration of immune functions. In fact, treatment of B-cell lymphoma with passive immunotherapy that targets tumor cells or targets the tumor microenvironment, together with adoptive immunotherapy, is becoming more frequent. The aim of this review is to report relevant data on the evolution of the immune system during and after treatment with targeted therapy of B-cell lymphomas.
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9
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Klausen U, Grønne Dahlager Jørgensen N, Grauslund JH, Munir Ahmad S, Gang AO, Martinenaite E, Weis-Banke SE, Breinholt MF, Novotny GW, Kjeldsen JW, Orebo Holmström M, Pedersen LB, Poulsen CB, Hansen PB, Met Ö, Svane IM, Niemann CU, Pedersen LM, Andersen MH. An immunogenic first-in-human immune modulatory vaccine with PD-L1 and PD-L2 peptides is feasible and shows early signs of efficacy in follicular lymphoma. Oncoimmunology 2021; 10:1975889. [PMID: 38283034 PMCID: PMC10813564 DOI: 10.1080/2162402x.2021.1975889] [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: 08/05/2021] [Accepted: 08/30/2021] [Indexed: 10/20/2022] Open
Abstract
Cells in the tumor microenvironment of Follicular lymphoma (FL) express checkpoint molecules such as programmed death ligands 1 and 2 (PD-L1 and PD-L2) and are suppressing anti-tumor immune activity. Stimulation of peripheral blood mononuclear cells (PBMC) with PD-L1 (IO103) or PD-L2 (IO120) peptides can activate specific T cells inducing anti-regulatory functions including cytotoxicity against PD-L1/PD-L2-expressing cells. In this study, we vaccinated eight FL patients with PD-L1 and PD-L2 peptides following treatment with standard chemotherapy. Patients experienced grade 1-2 injection site reaction (5/8) and mild flu-like symptoms (6/8). One patient experienced neutropenia and thrombocytopenia during pseudo-progression. Enzyme-linked immunospot detected vaccine-specific immune responses in PBMC from all patients, predominately toward PD-L1. The circulating immune composition was stable during treatment; however, we observed a reduction regulatory T cells, however, not significant. One patient achieved a complete remission during vaccination and two patients had pseudo-progression followed by long-term disease regression. Further examination of these early signs of clinical efficacy of the dual-epitope vaccine in a larger study is warranted.
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Affiliation(s)
- Uffe Klausen
- Dept. Of Hematology, Herlev Hospital, Herlev, Denmark
- Dept. Of Hematology, Rigshospitalet, Copenhagen, Denmark
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
- Institute for Immunology and Microbiology, Copenhagen University, Copenhagen K, Denmark
| | - Nicolai Grønne Dahlager Jørgensen
- Dept. Of Hematology, Herlev Hospital, Herlev, Denmark
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
| | - Jacob Handlos Grauslund
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
- Institute for Immunology and Microbiology, Copenhagen University, Copenhagen K, Denmark
| | - Shamaila Munir Ahmad
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
| | | | - Evelina Martinenaite
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
| | - Stine Emilie Weis-Banke
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
| | | | - Guy Wayne Novotny
- Dept. Of Hematology, Herlev Hospital, Herlev, Denmark
- Dept. Of Pathology, Herlev Hospital, Herlev, Denmark
| | - Julie Westerlin Kjeldsen
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
- Institute for Immunology and Microbiology, Copenhagen University, Copenhagen K, Denmark
| | - Morten Orebo Holmström
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
- Institute for Immunology and Microbiology, Copenhagen University, Copenhagen K, Denmark
| | | | | | - Per Boye Hansen
- Dept. Of Hematology, Zealand University Hospital, Roskilde, Rosklide, Denmark
| | - Özcan Met
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
| | - Inge Marie Svane
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
- Institute for Immunology and Microbiology, Copenhagen University, Copenhagen K, Denmark
| | - Carsten Utoft Niemann
- Dept. Of Hematology, Rigshospitalet, Copenhagen, Denmark
- Institute for Immunology and Microbiology, Copenhagen University, Copenhagen K, Denmark
| | - Lars Møller Pedersen
- Dept. Of Hematology, Herlev Hospital, Herlev, Denmark
- Dept. Of Hematology, Rigshospitalet, Copenhagen, Denmark
- Dept. Of Hematology, Zealand University Hospital, Roskilde, Rosklide, Denmark
| | - Mads Hald Andersen
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology Herlev Hospital, Herlev, Denmark
- Institute for Immunology and Microbiology, Copenhagen University, Copenhagen K, Denmark
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10
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Lenalidomide triggers T-cell effector functions in vivo in patients with follicular lymphoma. Blood Adv 2021; 5:2063-2074. [PMID: 33877296 DOI: 10.1182/bloodadvances.2020003774] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 03/08/2021] [Indexed: 02/08/2023] Open
Abstract
The immunomodulatory drug lenalidomide is used in patients with follicular lymphoma (FL) with the aim of stimulating T-cell antitumor immune response. However, little is known about the effects of lenalidomide on T-cell biology in vivo in patients with FL. We thus undertook an extensive longitudinal immunologic study, including phenotypic, transcriptomic, and functional analyses, on 44 first-line and 27 relapsed/refractory patients enrolled in the GALEN trial (Obinutuzumab Combined With Lenalidomide for Relapsed or Refractory Follicular B-Cell Lymphoma) to test the efficacy of lenalidomide and obinutuzumab combination in patients with FL. Lenalidomide rapidly and transiently induced an activated T-cell phenotype, including HLA-DR, Tim-3, CD137, and programmed cell death protein 1 (PD-1) upregulation. Furthermore, sequential RNA-sequencing of sorted PD-1+ and PD-1- T-cell subsets revealed that lenalidomide triggered a strong enrichment for several gene signatures related to effector memory T-cell features, including proliferation, antigen receptor signaling, and immune synapse restoration; all were validated at the phenotypic level and with ex vivo functional assays. Correlative analyses pinpointed a negative clinical impact of high effector T-cell and regulatory T-cell percentages before and during treatment. Our findings bring new insight in lenalidomide mechanisms of action at work in vivo and will fuel a new rationale for the design of combination therapies.
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11
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Effects of Chemotherapy Agents on Circulating Leukocyte Populations: Potential Implications for the Success of CAR-T Cell Therapies. Cancers (Basel) 2021; 13:cancers13092225. [PMID: 34066414 PMCID: PMC8124952 DOI: 10.3390/cancers13092225] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 04/25/2021] [Accepted: 05/04/2021] [Indexed: 12/15/2022] Open
Abstract
Simple Summary CAR-T cell therapy is a new approach to cancer treatment that is based on manipulating a patient’s own T cells such that they become able to seek and destroy cancer cells in a highly specific manner. This approach is showing remarkable efficacy in treating some types of blood cancers but so far has been much less effective against solid cancers. Here, we review the diverse effects of chemotherapy agents on circulating leukocyte populations and find that, despite some negative effects over the short term, chemotherapy can favourably modulate the immune systems of cancer patients over the longer term. Since blood is the starting material for CAR-T cell production, we propose that these effects could significantly influence the success of manufacturing, and anti-cancer activity, of CAR-T cells. Thus, if timed correctly, chemotherapy-induced changes to circulating immune cells could allow CAR-T cells to unleash more effective anti-tumour responses. Abstract Adoptive T-cell therapy using autologous T cells genetically modified to express cancer-specific chimeric antigen receptors (CAR) has emerged as a novel approach for cancer treatment. CAR-T cell therapy has been approved in several major jurisdictions for treating refractory or relapsed cases of B-cell precursor acute lymphoblastic leukaemia and diffuse large B-cell lymphoma. However, in solid cancer patients, several clinical studies of CAR-T cell therapy have demonstrated minimal therapeutic effects, thus encouraging interest in better integrating CAR-T cells with other treatments such as conventional cytotoxic chemotherapy. Increasing evidence shows that not only do chemotherapy drugs have tumoricidal effects, but also significantly modulate the immune system. Here, we discuss immunomodulatory effects of chemotherapy drugs on circulating leukocyte populations, including their ability to enhance cytotoxic effects and preserve the frequency of CD8+ T cells and to deplete immunosuppressive populations including regulatory T cells and myeloid-derived suppressor cells. By modulating the abundance and phenotype of leukocytes in the blood (the ‘raw material’ for CAR-T cell manufacturing), we propose that prior chemotherapy could facilitate production of the most effective CAR-T cell products. Further research is required to directly test this concept and identify strategies for the optimal integration of CAR-T cell therapies with cytotoxic chemotherapy for solid cancers.
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12
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Jiang J, Ahuja S. Addressing Patient to Patient Variability for Autologous CAR T Therapies. J Pharm Sci 2021; 110:1871-1876. [PMID: 33340532 DOI: 10.1016/j.xphs.2020.12.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 12/10/2020] [Accepted: 12/14/2020] [Indexed: 12/11/2022]
Abstract
Chimeric Antigen Receptor (CAR) T cell therapy clinical trials have had unprecedented success in the endeavors to cure cancer patients, particularly those having hematological cancers. As researchers learn more about the ways to make CAR T cells more effective to kill tumor cells, equally important will be understanding the differences between T cells from healthy donors and cancer patients and how these differences could affect ex vivo expansion of T cells during CAR T production. This undoubtedly could be a crucial factor in treating solid tumors, where CAR T cells are needed in significantly higher numbers. As the evidence for significant differences between the patients and healthy donors is compelling, an adaptable and robust production process should be designed to allow manufacture of the required CAR T cells for all cancer patients. Improving the fundamental understanding of the cellular metabolism and accompanying epigenetic and phenotypic changes during in vivo and ex vivo expansion of T cells will be just as important. Such discoveries will provide an invaluable tool box from which actionable knowledge could be drawn for designing an adaptable CAR T production process that is able to absorb the patient-to-patient variation.
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Affiliation(s)
- Jinlin Jiang
- Cell Culture and Fermentation Sciences, BioPharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD
| | - Sanjeev Ahuja
- Cell Culture and Fermentation Sciences, BioPharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, MD.
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13
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Limaye VS, Cash K, Smith C, Koszyca B, Patel S, Greenberg SA, Hissaria P. Inclusion-body myositis and primary Sjögren syndrome: mechanisms for shared etiologies. Muscle Nerve 2020; 61:570-574. [PMID: 32035011 DOI: 10.1002/mus.26830] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 01/27/2020] [Accepted: 02/04/2020] [Indexed: 12/19/2022]
Abstract
Herein we report a case of sporadic inclusion-body myositis (sIBM) occurring at an unusually young age in a patient with primary Sjögren syndrome, and use the case to explore possible shared mechanisms for disease susceptibility. Possible factors may include the association of both conditions with the 8.1 ancestral haplotype; the presence of anti-cN1A antibodies, which, although considered specific for sIBM, are also seen in pSS; and the shared association with T-cell large granular lymphocyte leukemia (T-LGLL). Further evaluation of this patient did in fact reveal underlying T-LGLL and mechanisms by which T cells in sIBM may escape immune regulation and contribute to disease phenotype are explored. Despite myofiber infiltration with CD8-positive T cells in sIBM, and, although sIBM is traditionally considered treatment-refractory, we report a significant response to the anti-CD20 monoclonal antibody, rituximab, and discuss possible mechanisms by which this response may be mediated.
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Affiliation(s)
- Vidya S Limaye
- Rheumatology Department, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Kathy Cash
- Anatomical Pathology, SA Pathology, Adelaide, South Australia, Australia
| | - Caroline Smith
- Anatomical Pathology, SA Pathology, Adelaide, South Australia, Australia
| | - Barbara Koszyca
- Anatomical Pathology, SA Pathology, Adelaide, South Australia, Australia
| | - Sandy Patel
- Radiology Department, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Steven A Greenberg
- Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Pravin Hissaria
- Immunology Department, Royal Adelaide Hospital, Adelaide, South Australia, Australia
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