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Liu S, Pan Y, Zheng C, Zheng Q, Du Y, Zheng Y, Tang H, Liu X, Mou J, Zeng X, Yang Z, Gui W, Tang Y, Xu M, Ye Z, Su H, Xu Q, Meng X. Tumor-colonizing Pseudoalteromonas elyakovii metabolically reprograms the tumor microenvironment and promotes breast ductal carcinoma. mBio 2025; 16:e0387324. [PMID: 40192290 PMCID: PMC12077203 DOI: 10.1128/mbio.03873-24] [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: 12/11/2024] [Accepted: 03/03/2025] [Indexed: 05/15/2025] Open
Abstract
The correlation between the microbiota found in tumors and tumor development is being progressively understood, specifically regarding its involvement in the initiation and advancement of tumors. We examined a total of 102 samples, examining the microbial composition at the species level in each person unveiled significant variations in both the microbial makeup and tumor proportions among individuals, examining the fluctuating alterations in the microbial profile during breast cancer advancement and progression. The levels of expression for Pseudoalteromonas elyakovii were notably elevated in the tumor groups when compared to the para-cancer normal group, aligning with the results obtained from qRT-PCR analysis. The relationship between tumor immunity and microorganisms within the tumor was investigated using double immunofluorescence staining combined with SweAMI probe in situ hybridization and scRNA-seq, allowing for an in-depth analysis of intratumoral microorganisms. Experiments have demonstrated that the supernatant derived from P. elyakovii displayed a significant ability to promote tumor growth and stimulation. In summary, we describe the characteristics of the intratumoral microbiota and the tumor-promoting effects of P. elyakovii supernatant within a small dose range in ductal carcinoma of the breast and characterize the potential clinical application value of intratumoural microorganisms in the progression of cancer and immunotherapy. IMPORTANCE Despite the existing studies, the specific microbial factors that influence the occurrence and progression of breast cancer still remain unclear. Researchers have clarified the distinctive microbial profile related to ductal carcinoma, a common histological type of breast cancer, in order to identify tumor-specific microbes and their roles in tumorigenesis. With the tumor microbiome as the focus, the enrichment of Pseudoalteromonas elyakovii features accelerates the disease progression in patients with ductal carcinoma of the breast. This study reveals the initial role relationship and innovative findings between Pseudoalteromonas elyakovii and ductal carcinoma in the breast.
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Affiliation(s)
- Shuyan Liu
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Youpeng Pan
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Chaopeng Zheng
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Qinghui Zheng
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
| | - Yaoqiang Du
- Laboratory Medicine Center, Department of Transfusion Medicine, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Yajuan Zheng
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
| | - Hongchao Tang
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
| | - Xiaozhen Liu
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
| | - Jiancheng Mou
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Xin Zeng
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
| | - Zhuotao Yang
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Wenjuan Gui
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second School of Clinical Medicine, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Yuning Tang
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Mingxing Xu
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Zhihao Ye
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- Wenzhou Medical University, Hangzhou, Zhejiang, China
| | - Haotian Su
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
- The Second School of Clinical Medicine, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Qiuran Xu
- Zhejiang Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xuli Meng
- Department of Breast Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
- Key Laboratory for Diagnosis and Treatment of Upper Limb Edema and Stasis of Breast Cancer, Hangzhou, Zhejiang, China
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Duy PQ, Kiziltug E, Greenberg AB, Mehta NH, Hao LT, Fortes C, Mullany S, Fan B, Manichaikul A, Teich AF, Chan D, Alper SL, Hyman BT, Arnold SE, McKhann GM, Frosch MP, Kahle KT. Single-cell elderly blood-CSF atlas implicates peripherally influenced immune dysregulation in normal pressure hydrocephalus. Proc Natl Acad Sci U S A 2025; 122:e2412159122. [PMID: 40324076 PMCID: PMC12087963 DOI: 10.1073/pnas.2412159122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Accepted: 01/13/2025] [Indexed: 05/07/2025] Open
Abstract
We have generated a single-cell RNA sequencing atlas of peripheral blood and ventricular CSF in idiopathic normal pressure hydrocephalus (iNPH) patients totaling 140,207 single-cell transcriptomes. We found proinflammatory alterations in peripheral blood and CSF monocytes in iNPH patients with lower baseline cognitive function. We also identified CSF cell populations likely representing periventricular sloughing of degenerating neuroglial cells. Our findings suggest possible immune dysregulation in the blood and CSF of iNPH patients.
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Affiliation(s)
- Phan Q. Duy
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Emre Kiziltug
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Ana B.W. Greenberg
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Neel H. Mehta
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Le T. Hao
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Carla Fortes
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Susan Mullany
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Baojian Fan
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
| | - Ani Manichaikul
- Department of Genome Sciences, Center for Public Health Genomics, University of Virginia, Charlottesville, VA22903
| | - Andrew F. Teich
- Department of Pathology and Cell Biology, Columbia University, New York, NY10032
- Department of Neurology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University, New York, NY10032
- Department of Neurology, Columbia University, New York, NY10032
| | - Diane Chan
- Department of Neurology, Massachusetts General Hospital, Boston, MA02114
| | - Seth L. Alper
- Division of Nephrology and Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA02115
- Department of Medicine, Harvard Medical School, Boston, MA02115
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA02142
| | - Bradley T. Hyman
- Department of Neurology, Massachusetts General Hospital, Boston, MA02114
| | - Steven E. Arnold
- Department of Neurology, Massachusetts General Hospital, Boston, MA02114
| | - Guy M. McKhann
- Department of Neurosurgery, Columbia University, New York, NY10032
| | - Matthew P. Frosch
- Department of Neurology, Massachusetts General Hospital, Boston, MA02114
- Department of Pathology, Massachusetts General Hospital, Boston, MA02114
| | - Kristopher T. Kahle
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA02114
- Broad Institute of Massachusetts Institute of Technology (MIT) and Harvard, Cambridge, MA02142
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Yang S, Zhang T, Liu J, Liu Z, Zhu L, Li Y, Feng B, Fan M, Shi F, Zhang C. Reconstitution of CXCR3 + CCR6 + Th17.1-Like T Cells in Response to Ofatumumab Therapy in Patients With Multiple Sclerosis. Ann Clin Transl Neurol 2025; 12:1043-1053. [PMID: 40164501 PMCID: PMC12093334 DOI: 10.1002/acn3.70042] [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: 11/29/2024] [Revised: 03/11/2025] [Accepted: 03/12/2025] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND AND OBJECTIVES Ofatumumab, a fully human anti-CD20 monoclonal antibody, is effective in reducing relapses and disability progression in patients with multiple sclerosis. This study aimed to examine immune profile changes associated with ofatumumab in a prospective cohort of Chinese patients with relapsing-remitting multiple sclerosis (RRMS). METHODS Seventeen RRMS patients were enrolled in this uncontrolled, prospective, observational cohort study (OMNISCIENCE study) and received regular subcutaneous ofatumumab treatments. Immune cell subsets were analyzed by single-cell mass cytometry at baseline and 6 months post-treatment. Peripheral blood monoclonal cells (PBMCs) from a separate cohort of treatment-naive RRMS patients were used for cytokine analysis through ex vivo flow cytometry. RESULTS Following ofatumumab treatment, B cells in peripheral blood remained depleted, with surviving cells predominantly consisting of antibody-secreting cells and transitional B cells. Increased proportions of NK cells and myeloid cells, particularly HLA-DRhi intermediate monocytes, were observed, and FOXP3 and CTLA-4 expression on CD4+ T cells was upregulated. Notably, prior to the subsequent dose of ofatumumab, Th17.1-like CXCR3+CCR6+ memory CD4+ and CD8+ T cell clusters increased significantly, with a transient CD20 expression rebound. In vitro experiments further confirmed that ofatumumab reduced these Th17.1 cell subsets and related pro-inflammatory cytokines. DISCUSSION These findings suggest that ofatumumab impacts interactions among pathogenic B cells, T cells, and myeloid cells, with Th17.1 cells emerging as a potential direct target within T cells. Persistent and regular infusions of ofatumumab appear necessary to sustain clinical efficacy. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT05414487.
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MESH Headings
- Humans
- Antibodies, Monoclonal, Humanized/pharmacology
- Antibodies, Monoclonal, Humanized/administration & dosage
- Female
- Adult
- Multiple Sclerosis, Relapsing-Remitting/drug therapy
- Multiple Sclerosis, Relapsing-Remitting/immunology
- Multiple Sclerosis, Relapsing-Remitting/blood
- Male
- Receptors, CXCR3/metabolism
- Receptors, CXCR3/immunology
- Receptors, CCR6/metabolism
- Receptors, CCR6/immunology
- Middle Aged
- Prospective Studies
- Th17 Cells/immunology
- Th17 Cells/drug effects
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Affiliation(s)
- Shu Yang
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Tian‐Xiang Zhang
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Jia Liu
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Zhirui Liu
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Lijie Zhu
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Yan‐Yan Li
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Bin Feng
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Moli Fan
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
| | - Fu‐Dong Shi
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
- Department of NeurologyChina National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical UniversityBeijingChina
| | - Chao Zhang
- Department of NeurologyTianjin Neurological Institute, Tianjin Medical University General HospitalTianjinChina
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell EcosystemTianjinChina
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4
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Peng Y, Liu C, Gan R, Liu W. Association Between T2DM, TyG Index, Multiple Sclerosis, and Rheumatoid Arthritis: Insights into Potential Mechanisms. Mol Neurobiol 2025:10.1007/s12035-025-04961-y. [PMID: 40279037 DOI: 10.1007/s12035-025-04961-y] [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: 12/03/2024] [Accepted: 04/14/2025] [Indexed: 04/26/2025]
Abstract
Abundant research indicates that type 2 diabetes mellitus (T2DM) and insulin resistance (IR) have a certain association with autoimmune-related diseases (ARDs). However, the conclusions remain elusive. Therefore, this study aimed to explore whether there are causal associations between T2DM and IR indicator, triglyceride-glucose (TyG) index with ARDs, and evaluate the impact of immune cells. Comprehensive Mendelian randomization (MR) analysis combined with Bayesian colocalization was employed to investigate the relationship between T2DM, TyG index, ARDs, and specific-marker immune cells by extracting summary-level data from various genome-wide association studies (GWASs). Further investigations utilizing single-cell RNA sequencing (scRNA-seq) analysis were performed to explore the potential molecular mechanisms underlying the MR analysis results. Causal associations of T2DM with multiple sclerosis (MS) and rheumatoid arthritis (RA) were detected. Additionally, the TyG index was genetically predicted to be associated with MS. Furthermore, immune cells were found to be related to T2DM and TyG index, of which CD3 on naive CD8 + T cell mediate the effect on the association between TyG index and multiple sclerosis (MS). Additionally, genetic variation of TCF7L2 and TNFSF13B were assessed to play a crucial role in the aforementioned associations supported by colocalization analysis. This study identified T2DM and IR related to increased risk of MS and RA. The analysis of relevant immune cells and shared genetic loci provides a novel direction for exploring comorbidity mechanisms.
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Affiliation(s)
- Yi Peng
- Department of Rheumatology and Immunology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, 410008, Hunan, China
| | - Chenxi Liu
- Department of Cardiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, China
| | - Runxin Gan
- Reproductive Medicine Center, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, 410008, Hunan, China.
| | - Wei Liu
- Department of Hematology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, 410008, Hunan, China.
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5
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Schmidt C, Woo MS, Alimy AR, Baranowsky A, Krasemann S, Yorgan TA, Beil FT, Schinke T, Keller J, Friese MA, Amling M, Rolvien T. Biphasic bone loss in experimental autoimmune encephalomyelitis. J Bone Miner Res 2025; 40:522-534. [PMID: 39955714 DOI: 10.1093/jbmr/zjaf027] [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: 09/13/2024] [Revised: 01/30/2025] [Accepted: 02/08/2025] [Indexed: 02/17/2025]
Abstract
Multiple sclerosis (MS) is a chronic autoimmune disorder of the central nervous system (CNS) and a common cause of neurological disabilities in young adults. Although it is known that the peripheral immune landscape is altered in people with MS (pwMS), the impact on other organ systems than the CNS is frequently overlooked. In addition to neurological deficits, pwMS suffer from impaired bone health and increased fracture risk. However, the mechanisms underlying bone loss in pwMS are poorly understood. Here, we investigated the compartment-specific bone microarchitecture as well as cellular and molecular mechanisms of altered bone remodeling in pwMS and the corresponding mouse model of experimental autoimmune encephalomyelitis (EAE). We show that pwMS and EAE mice have reduced bone mineral density characterized by a combined loss of trabecular and cortical bone. Intriguingly, bone loss in EAE followed a biphasic dynamic defined by increased osteocyte apoptosis associated with decreased bone formation in acute EAE and increased bone resorption in the chronic phase, which could be explained by increased CXCL13/CXCR5 signaling. In conclusion, the identified stage-dependent mechanism for bone loss in EAE may help to develop improved strategies for osteoporosis treatment in pwMS.
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Affiliation(s)
- Constantin Schmidt
- Institute of Osteology and Biomechanics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marcel S Woo
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Assil-Ramin Alimy
- Department of Trauma and Orthopaedic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anke Baranowsky
- Institute of Osteology and Biomechanics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Trauma and Orthopaedic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Susanne Krasemann
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Timur A Yorgan
- Institute of Osteology and Biomechanics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Frank Timo Beil
- Department of Trauma and Orthopaedic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Thorsten Schinke
- Institute of Osteology and Biomechanics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Johannes Keller
- Department of Trauma and Orthopaedic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Manuel A Friese
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Michael Amling
- Institute of Osteology and Biomechanics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tim Rolvien
- Department of Trauma and Orthopaedic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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6
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Räuber S, Schulte-Mecklenbeck A, Sarink K, Müller C, Mannil M, Langenbruch L, Dik A, Barman S, Strippel C, Gallus M, Golombeck KS, Schroeter CB, Willison A, Nelke C, Ismail FS, Schwindt W, Goebels N, Kovac S, Wiendl H, Meyer zu Hörste G, Duning T, Hanke M, Ruck T, Heindel W, Dannlowski U, Hahn T, Gross CC, Meuth SG, Melzer N. Lymphocyte signatures correspond to clinical phenotypes in autoimmune limbic encephalitis. Brain Commun 2025; 7:fcaf156. [PMID: 40303600 PMCID: PMC12038345 DOI: 10.1093/braincomms/fcaf156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 03/12/2025] [Accepted: 04/17/2025] [Indexed: 05/02/2025] Open
Abstract
Autoimmune limbic encephalitis is an inflammatory condition confined to the limbic system of the brain that is deemed to be due to a dysregulated immune response. However, the exact pathophysiological mechanisms remain elusive. Diagnosis of autoimmune limbic encephalitis currently relies on clinical consensus criteria. However, diagnostic workup can be challenging, potentially delaying treatment initiation associated with poor clinical outcomes. We retrospectively identified 640 patients (81 autoimmune limbic encephalitis, 148 relapsing-remitting multiple sclerosis, 197 Alzheimer's disease, 67 frontotemporal dementia, 37 temporal lobe epilepsy with hippocampal sclerosis and 110 somatic symptom disorder patients). Applying multidimensional flow-cytometry together with novel computational approaches, we analysed the peripheral blood and cerebrospinal fluid immune cell profiles at different disease stages and performed correlations with clinical parameters (i.e. neuropsychological performance, EEG and MRI). We were able to identify a shared immune signature of autoimmune limbic encephalitis showing similarities in adaptive B and T cell response with other inflammatory central nervous system diseases and in T cell patterns with neurodegenerative disorders. Antibody-negative autoimmune limbic encephalitis showed a pronounced T cell response in peripheral blood similar to temporal lobe epilepsy and hippocampal sclerosis and neurodegenerative disorders differentiating from antibody-positive autoimmune limbic encephalitis and classical inflammatory central nervous system diseases with regard to B and plasma cell response. Longitudinal immune cell phenotyping in autoimmune limbic encephalitis revealed dynamic changes over time mainly affecting the innate, B and plasma cell compartment. Correlation analysis indicated associations between the baseline immune cell profile, especially lymphocytes, and neuropsychological performance, as well as EEG and MRI abnormalities. Applying novel computational approaches, we found that multidimensional flow cytometry together with routine CSF parameters could reliably distinguish autoimmune limbic encephalitis from controls and clinical differential diagnoses. Incorporation of multidimensional flow cytometry parameters showed superior discriminatory ability compared with CSF routine parameters alone. Taken together, autoimmune limbic encephalitis is characterized by a B and T cell dominated intrathecal immune-cell signature corresponding to changes reported in the brain parenchyma and showing similarities with classical inflammatory central nervous system diseases and neurodegenerative disorders. Incorporating clinical parameters and applying novel computational approaches, we could show that multidimensional flow cytometry might be a beneficial complement to the established diagnostic workup of autoimmune limbic encephalitis promoting early diagnosis and facilitating outcome prediction to enhance individualized treatment regimes.
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Affiliation(s)
- Saskia Räuber
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Andreas Schulte-Mecklenbeck
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Kelvin Sarink
- Institute for Translational Psychiatry, University of Münster, Münster 48149, Germany
| | - Christoph Müller
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Manoj Mannil
- Department of Clinical Radiology, University of Münster, Münster 48149, Germany
| | - Lisa Langenbruch
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Andre Dik
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Sumanta Barman
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Christine Strippel
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Marco Gallus
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Kristin S Golombeck
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Christina B Schroeter
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Alice Willison
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Christopher Nelke
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Fatme Seval Ismail
- Department of Neurology, Klinikum Vest, Academic Teaching Hospital of the Ruhr University Bochum, Recklinghausen 45657, Germany
| | - Wolfram Schwindt
- Department of Clinical Radiology, University of Münster, Münster 48149, Germany
| | - Norbert Goebels
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Stjepana Kovac
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Heinz Wiendl
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Gerd Meyer zu Hörste
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Thomas Duning
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Michael Hanke
- Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Jülich, Jülich 52425, Germany
- Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Tobias Ruck
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Walter Heindel
- Department of Clinical Radiology, University of Münster, Münster 48149, Germany
| | - Udo Dannlowski
- Institute for Translational Psychiatry, University of Münster, Münster 48149, Germany
| | - Tim Hahn
- Institute for Translational Psychiatry, University of Münster, Münster 48149, Germany
| | - Catharina C Gross
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
| | - Sven G Meuth
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
| | - Nico Melzer
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster 48149, Germany
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University of Düsseldorf, Düsseldorf 40225, Germany
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7
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Mostaghimi D, Mehta S, Yoon J, Kosana P, Marra CM, Corley MJ, Farhadian SF. Epigenetic Changes in Cerebrospinal Fluid and Blood of People With Neurosyphilis. J Infect Dis 2025; 231:883-893. [PMID: 39356164 PMCID: PMC11998562 DOI: 10.1093/infdis/jiae476] [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: 07/01/2024] [Revised: 09/10/2024] [Accepted: 09/24/2024] [Indexed: 10/03/2024] Open
Abstract
Epigenetic changes within immune cells may contribute to neuroinflammation during bacterial infection, but their role in neurosyphilis (NS) pathogenesis and response has not yet been established. We longitudinally analyzed DNA methylation and RNA expression in cerebrospinal fluid (CSF) cells and peripheral blood mononuclear cells (PBMCs) from 11 participants with laboratory-confirmed NS (CSF Venereal Disease Research Laboratory test positive) and 11 matched controls with syphilis without NS (non-NS). DNA methylation profiles from CSF and PBMCs of participants with NS significantly differed from those of participants with non-NS. Some genes associated with these differentially methylated sites had corresponding RNA expression changes in the CSF (111/1097 [10.1%]), and included genes involved in B cell activation and insulin-response pathways. Despite antibiotic treatment, approximately 80% of CSF methylation changes associated with NS persisted, suggesting that epigenetic scars accompanying NS may persistently affect immunity following infection. Future studies must examine whether these sequelae are clinically meaningful.
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Affiliation(s)
- Darius Mostaghimi
- Section of Infectious Diseases, Yale School of Medicine, New Haven, Connecticut
| | - Sameet Mehta
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut
| | - Jennifer Yoon
- Section of Infectious Diseases, Yale School of Medicine, New Haven, Connecticut
| | - Priya Kosana
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut
| | - Christina M Marra
- Department of Neurology, University of Washington School of Medicine, Seattle, Washington, District of Columbia
| | - Michael J Corley
- Division of Infectious Diseases, Weill Cornell Medicine, New York, New York
| | - Shelli F Farhadian
- Section of Infectious Diseases, Yale School of Medicine, New Haven, Connecticut
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut
- Center for Brain and Mind Health, Yale School of Medicine, New Haven, Connecticut
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8
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Ballerini C, Amoriello R, Maghrebi O, Bellucci G, Addazio I, Betti M, Aprea MG, Masciulli C, Caporali A, Penati V, Ballerini C, De Meo E, Portaccio E, Salvetti M, Amato MP. Exploring the role of EBV in multiple sclerosis pathogenesis through EBV interactome. Front Immunol 2025; 16:1557483. [PMID: 40242760 PMCID: PMC11999961 DOI: 10.3389/fimmu.2025.1557483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Accepted: 03/18/2025] [Indexed: 04/18/2025] Open
Abstract
Background Epstein-Barr virus (EBV) is a known risk factor for multiple sclerosis (MS), even though the underlying molecular mechanisms are unclear and engage multiple immune pathways. Furthermore, the ultimate role of EBV in MS pathogenesis is still elusive. In contrast, Cytomegalovirus (CMV) has been identified as a protective factor for MS. Objectives This study aims to identify MS-associated genes that overlap with EBV interactome and to examine their expression in immune and glial cell subtypes. Methods We used P-HIPSTer, GWAS, and the Human Protein Atlas (HPA) to derive data on the EBV interactome, MS-associated genes and single-cell gene expression in immune and glial cells. The geneOverlap and dplyr R packages identified overlapping genes. A similar analysis was done for CMV and Adenovirus as negative control. Metascape and GTEx analyzed biological pathways and brain-level gene expression; transcriptomic analysis was performed on glial cells and peripheral blood in MS and controls. All the analyses performed in this study were generated using publicly available data sets. Results We identified a "core" group of 21 genes shared across EBV interactome, MS genes, and immune and glial cells (p<0.001). Pathway analysis revealed expected associations, such as immune system activation, and unforeseen results, like the prolactin signaling pathway. BCL2 in astrocytes, MINK1 in microglia were significantly upregulated while AHI1 was downregulated in MS compared to controls. Conclusions Our findings offer novel insights into EBV and CMV interaction with immune and glial cells in MS, that may shed light on mechanisms involved in disease pathophysiology.
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Affiliation(s)
- Chiara Ballerini
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Roberta Amoriello
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Olfa Maghrebi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Gianmarco Bellucci
- Department of Neurosciences, Mental Health and Sensory Organs, Sapienza University of Rome, Rome, Italy
| | - Ilaria Addazio
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Matteo Betti
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Maria Grazia Aprea
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Camilla Masciulli
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Arianna Caporali
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Valeria Penati
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Clara Ballerini
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Ermelinda De Meo
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Emilio Portaccio
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Marco Salvetti
- Department of Neurosciences, Mental Health and Sensory Organs, Sapienza University of Rome, Rome, Italy
- Neuromed, IRCCS Istituto Neurologico Mediterraneo (INM), Pozzilli, Italy
| | - Maria Pia Amato
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
- Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Don Carlo Gnocchi, University of Florence, Florence, Italy
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9
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Sun Y, Yu N, Zhang J, Yang B. Advances in Microfluidic Single-Cell RNA Sequencing and Spatial Transcriptomics. MICROMACHINES 2025; 16:426. [PMID: 40283301 PMCID: PMC12029715 DOI: 10.3390/mi16040426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 11/22/2024] [Accepted: 11/25/2024] [Indexed: 04/29/2025]
Abstract
The development of micro- and nano-fabrication technologies has greatly advanced single-cell and spatial omics technologies. With the advantages of integration and compartmentalization, microfluidic chips are capable of generating high-throughput parallel reaction systems for single-cell screening and analysis. As omics technologies improve, microfluidic chips can now integrate promising transcriptomics technologies, providing new insights from molecular characterization for tissue gene expression profiles and further revealing the static and even dynamic processes of tissues in homeostasis and disease. Here, we survey the current landscape of microfluidic methods in the field of single-cell and spatial multi-omics, as well as assessing their relative advantages and limitations. We highlight how microfluidics has been adapted and improved to provide new insights into multi-omics over the past decade. Last, we emphasize the contributions of microfluidic-based omics methods in development, neuroscience, and disease mechanisms, as well as further revealing some perspectives for technological advances in translational and clinical medicine.
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Affiliation(s)
- Yueqiu Sun
- State Key Laboratory of Supramolecular Structure and Materials, College of Chemistry, Jilin University, Changchun 130000, China
- Joint Laboratory of Opto-Functional Theranostics in Medicine and Chemistry, The First Hospital of Jilin University, Jilin University, Changchun 130000, China
| | - Nianzuo Yu
- State Key Laboratory of Supramolecular Structure and Materials, College of Chemistry, Jilin University, Changchun 130000, China
- Joint Laboratory of Opto-Functional Theranostics in Medicine and Chemistry, The First Hospital of Jilin University, Jilin University, Changchun 130000, China
| | - Junhu Zhang
- State Key Laboratory of Supramolecular Structure and Materials, College of Chemistry, Jilin University, Changchun 130000, China
- Joint Laboratory of Opto-Functional Theranostics in Medicine and Chemistry, The First Hospital of Jilin University, Jilin University, Changchun 130000, China
| | - Bai Yang
- State Key Laboratory of Supramolecular Structure and Materials, College of Chemistry, Jilin University, Changchun 130000, China
- Joint Laboratory of Opto-Functional Theranostics in Medicine and Chemistry, The First Hospital of Jilin University, Jilin University, Changchun 130000, China
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10
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Hargarten JC, Ssebambulidde K, Anjum SH, Vaughan MJ, Xu J, Ganguly A, Dulek B, Otaizo-Carrasquero F, Song B, Tao S, Park YD, Scott TL, Höltermann TA, Schinazi RF, Chittiboina P, Billioux BJ, Hammoud DA, Olszewski MA, Williamson PR. Pathway-instructed therapeutic selection of ruxolitinib reduces neuroinflammation in fungal postinfectious inflammatory syndrome. SCIENCE ADVANCES 2025; 11:eadi9885. [PMID: 40117367 PMCID: PMC11927619 DOI: 10.1126/sciadv.adi9885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 02/19/2025] [Indexed: 03/23/2025]
Abstract
Therapies to reduce neuroinflammation following resolution of acute central nervous system (CNS) infections are urgently needed, particularly for patients with non-HIV-associated cryptococcal meningoencephalitis complicated by a postinfectious inflammatory response syndrome (cPIIRS). To identify druggable targets in cPIIRS, patient cerebral spinal fluid samples underwent transcriptional analysis, revealing a Janus kinase/signal transducer and activator of transcription (JAK/STAT) pathway dominance in neuroinflammatory gene signatures. MurinecPIIRS models recapitulated this pathway predominance and treatment with the JAK inhibitor ruxolitinib, confirmed a mechanistic requirement for this pathway in disease pathology. Ruxolitinib treatment improved markers of neuronal damage, reduced activated T cell and myeloid cells, and improved weight. On the basis of these findings, we conducted a first-in-human ruxolitinib treatment of patients with cPIIRS (NCT00001352). Ruxolitinib treatment of six patients led to demonstrated tolerability, reductions in inflammatory biomarkers and activated immune cells, and improved brain imaging. These results advocate for pathway-instructed therapeutics in neuroinflammatory diseases and endorse JAK inhibitors in further clinical studies of cPIIRS.
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Affiliation(s)
- Jessica C. Hargarten
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Kenneth Ssebambulidde
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
- Infectious Diseases Institute, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Seher H. Anjum
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Malcolm J. Vaughan
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Jintao Xu
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, MI, USA
- Research Service, Ann Arbor Veterans Affairs (VA) Healthcare System, Department of Veterans Affairs Health System, Ann Arbor, MI, USA
| | - Anutosh Ganguly
- Research Service, Ann Arbor Veterans Affairs (VA) Healthcare System, Department of Veterans Affairs Health System, Ann Arbor, MI, USA
| | - Brittany Dulek
- Integrated Data Science Section, NIAID, NIH, Bethesda, MD, USA
| | | | - Brian Song
- Research Service, Ann Arbor Veterans Affairs (VA) Healthcare System, Department of Veterans Affairs Health System, Ann Arbor, MI, USA
| | - Sijia Tao
- Center for Viroscience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School ofMedicine and Children‘s Healthcare of Atlanta, Atlanta, GA, USA
- Center for Acquired Immunodeficiency Syndrome (AIDS) Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Yoon-Dong Park
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Terri L. Scott
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Tracey-Ann Höltermann
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Raymond F. Schinazi
- Center for Viroscience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School ofMedicine and Children‘s Healthcare of Atlanta, Atlanta, GA, USA
- Center for Acquired Immunodeficiency Syndrome (AIDS) Research, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Prashant Chittiboina
- Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke (NINDS), NIH, Bethesda, MD, USA
| | | | - Dima A. Hammoud
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center, NIH, Bethesda, MD, USA
| | - Michal A. Olszewski
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, MI, USA
- Research Service, Ann Arbor Veterans Affairs (VA) Healthcare System, Department of Veterans Affairs Health System, Ann Arbor, MI, USA
| | - Peter R. Williamson
- Laboratory of Clinical Immunology and Microbiology (LCIM), Division of Intramural Research (DIR), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
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11
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Narasimhan H, Richter ML, Shakiba R, Papaioannou NE, Stehle C, Ravi Rengarajan K, Ulmert I, Kendirli A, de la Rosa C, Kuo PY, Altman A, Münch P, Mahboubi S, Küntzel V, Sayed A, Stange EL, Pes J, Ulezko Antonova A, Pereira CF, Klein L, Dudziak D, Colonna M, Torow N, Hornef MW, Clausen BE, Kerschensteiner M, Lahl K, Romagnani C, Colomé-Tatché M, Schraml BU. RORγt-expressing dendritic cells are functionally versatile and evolutionarily conserved antigen-presenting cells. Proc Natl Acad Sci U S A 2025; 122:e2417308122. [PMID: 39993193 PMCID: PMC11892598 DOI: 10.1073/pnas.2417308122] [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: 08/28/2024] [Accepted: 01/13/2025] [Indexed: 02/26/2025] Open
Abstract
Conventional dendritic cells (cDCs) are potent antigen-presenting cells (APCs) that integrate signals from their environment allowing them to direct situation-adapted immunity. Thereby they harbor great potential for being targeted in vaccination, autoimmunity, and cancer. Here, we use fate mapping, functional analyses, and comparative cross-species transcriptomics to show that RORγt+ DCs are a conserved, functionally versatile, and transcriptionally distinct type of DCs. RORγt+ DCs entail various populations described in different contexts including Janus cells/RORγt-expressing extrathymic Aire-expressing cells (eTACs), subtypes of Thetis cells, RORγt+-DC (R-DC) like cells, cDC2C and ACY3+ DCs. We show that in response to inflammatory triggers, RORγt+ DCs can migrate to lymph nodes and in the spleen can activate naïve CD4+ T cells. These findings expand the functional repertoire of RORγt+ DCs beyond the known role of eTACs and Thetis cells in inducing T cell tolerance to self-antigens and intestinal microbes in mice. We further show that RORγt+ DCs with proinflammatory features accumulate in autoimmune neuroinflammation in mice and men. Thus, our work establishes RORγt+ DCs as immune sentinel cells that exhibit a broad functional spectrum ranging from inducing peripheral T cell tolerance to T cell activation depending on signals they integrate from their environment.
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Affiliation(s)
- Hamsa Narasimhan
- Institute for Immunology, Biomedical Center Munich, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Institute of Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Maria L. Richter
- Biomedical Center, Physiological Chemistry, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Ramin Shakiba
- Institute for Immunology, Biomedical Center Munich, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Institute of Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Nikos E. Papaioannou
- Biomedical Center, Institute of Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Christina Stehle
- Institute for Medical Immunology, Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin10117, Germany
| | - Kaushikk Ravi Rengarajan
- Institute for Immunology, Biomedical Center Munich, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Institute of Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Isabel Ulmert
- Section for Experimental and Translational Immunology, Institute for Health Technology, Technical University of Denmark, Kongens Lyngby2800, Denmark
| | - Arek Kendirli
- Institute of Clinical Neuroimmunology, University Hospital, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Medical Faculty, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich81377, Germany
| | - Clara de la Rosa
- Institute of Clinical Neuroimmunology, University Hospital, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Medical Faculty, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Graduate School of Systemic Neurosciences, LMU, Planegg-Martinsried82152, Germany
| | - Pin-Yu Kuo
- Institute for Immunology, Biomedical Center Munich, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Institute of Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Abigail Altman
- Molecular Medicine and Gene Therapy, Lund Stem Cell Centre, Lund University, Lund221 84, Sweden
- Wallenberg Centre for Molecular Medicine at Lund University, Lund221 84, Sweden
| | - Philipp Münch
- Institute for Molecular Medicine and Research Center for Immunotherapy (Forschungszentrum für Immuntherapie), University Medical Center Johannes Gutenberg-University Mainz, Mainz55131, Germany
| | - Saba Mahboubi
- Institute for Molecular Medicine and Research Center for Immunotherapy (Forschungszentrum für Immuntherapie), University Medical Center Johannes Gutenberg-University Mainz, Mainz55131, Germany
| | - Vanessa Küntzel
- Biomedical Center, Institute of Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Amina Sayed
- Institute for Immunology, Biomedical Center Munich, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Eva-Lena Stange
- Institute of Medical Microbiology, Rheinisch-Westfälische Technische Hochschule Aachen University Hospital, Aachen52074, Germany
| | - Jonas Pes
- Institute of Medical Microbiology, Rheinisch-Westfälische Technische Hochschule Aachen University Hospital, Aachen52074, Germany
| | - Alina Ulezko Antonova
- Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO63110
| | - Carlos-Filipe Pereira
- Molecular Medicine and Gene Therapy, Lund Stem Cell Centre, Lund University, Lund221 84, Sweden
- Wallenberg Centre for Molecular Medicine at Lund University, Lund221 84, Sweden
| | - Ludger Klein
- Institute for Immunology, Biomedical Center Munich, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Diana Dudziak
- Institute of Immunology, Jena University Hospital of the Friedrich-Schiller-University, Jena07747, Germany
| | - Marco Colonna
- Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO63110
| | - Natalia Torow
- Institute of Medical Microbiology, Rheinisch-Westfälische Technische Hochschule Aachen University Hospital, Aachen52074, Germany
| | - Mathias W. Hornef
- Institute of Medical Microbiology, Rheinisch-Westfälische Technische Hochschule Aachen University Hospital, Aachen52074, Germany
| | - Björn E. Clausen
- Institute for Molecular Medicine and Research Center for Immunotherapy (Forschungszentrum für Immuntherapie), University Medical Center Johannes Gutenberg-University Mainz, Mainz55131, Germany
| | - Martin Kerschensteiner
- Institute of Clinical Neuroimmunology, University Hospital, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Medical Faculty, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich81377, Germany
| | - Katharina Lahl
- Section for Experimental and Translational Immunology, Institute for Health Technology, Technical University of Denmark, Kongens Lyngby2800, Denmark
- Immunology Section, Lund University, Lund221 84, Sweden
- Calvin, Phoebe and Joan Snyder Institute for Chronic Diseases, University of Calgary, Calgary, ABT2N 1N4, Canada
- Department of Microbiology, Immunology, and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, ABT2N 1N4, Canada
| | - Chiara Romagnani
- Institute for Medical Immunology, Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin10117, Germany
| | - Maria Colomé-Tatché
- Biomedical Center, Physiological Chemistry, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
| | - Barbara U. Schraml
- Institute for Immunology, Biomedical Center Munich, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
- Biomedical Center, Institute of Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, Ludwig-Maximilians-Universität in Munich, Planegg-Martinsried82152, Germany
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12
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Li Z, Liu X, Li Z, Xiao Z, Chen G, Li Y, Huang J, Hu Y, Huang H, Zhu W, Shi Y, Wang M, Xie Y, Su W, Chen X, Liang D. STING Deficiency Promotes Th17-Like Tfh to Aggravate the Experimental Autoimmune Uveitis. Invest Ophthalmol Vis Sci 2025; 66:8. [PMID: 40042874 PMCID: PMC11892529 DOI: 10.1167/iovs.66.3.8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Accepted: 01/12/2025] [Indexed: 03/12/2025] Open
Abstract
Purpose The purpose of this study was to explore the underlying mechanism that Th17-like T follicular helper cells (Tfh) orchestrated by STING signaling have a pathogenic role in experimental autoimmune uveitis (EAU). Methods The differences of transcriptome and gene ontology (GO) pathway of Tfh between EAU and control mice were analyzed by single-cell RNA sequence (scRNA-seq) and bulk RNA sequence. Additionally, draining lymph nodes (DLNs) were extracted to verify the expression of IL-17A and IFN-γ in Tfh from EAU and control mice by flow cytometry. Then, the scRNA-seq and flow cytometry were used to explore the different proportion of Tfh between STING deficiency (Sting-/-) mice and wild type (WT) mice. In vitro, naïve CD4+ T cells were isolated from Sting-/- mice and WT mice to induce the Tfh under the induction condition. In addition, flow cytometry was used to detect the different induction ratio and the IL-17A expression between 2 groups of naïve CD4+ T cells. Results Compared with control mice, marked increase of Tfh was observed in EAU, accompanied by elevated levels of Th1 and Th17 cells. Moreover, Th17-related genes, such as Rorc, Il22, Il23r, Il17a, and Il17f, and the corresponding GO pathways were upregulated in Tfh from EAU. The scRNA-seq showed that a higher proportion of Tfh was observed in the DLNs from Sting-/- mice than WT mice, which was verified by flow cytometry. When STING was knocked out, the Tfh was characterized with upregulated Th17-related phenotype in vivo, and there was a higher induction ratio of Tfh whose IL-17A expression was significantly increased in vitro. Notably, the STING expression of CD4+ T cells was downregulated in the EAU. STING-deficient EAU mice displayed more severe retinal inflammation, characterized by massive infiltration of CD4+ T cells, including Th1 and Th17 subsets. Importantly, treatment with a STING agonist alleviated inflammation of EAU. Conclusions Th17-like Tfh cells play a pathogenic role in the EAU. STING deficiency promotes the differentiation and phenotypic transformation of Th17-like Tfh cells, exacerbating the inflammatory response in EAU. These findings highlight the potential of targeting STING to modulate Tfh cells as a therapeutic strategy for uveitis.
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Affiliation(s)
- Zhuang Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Xiuxing Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Zuoyi Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Zhiqiang Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Guanyu Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Yangyang Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Jun Huang
- Department of Ophthalmology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yunwei Hu
- Department of Ophthalmology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Haixiang Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Wenjie Zhu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Yuxun Shi
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Minzhen Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Yanyan Xie
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Wenru Su
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Xiaoqing Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Dan Liang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
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13
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Le NQK. On how SAM might help improving personalized treatments in relapsing-remitting multiple sclerosis. Eur Radiol 2025; 35:1225-1227. [PMID: 39545982 DOI: 10.1007/s00330-024-11190-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Revised: 10/26/2024] [Accepted: 10/31/2024] [Indexed: 11/17/2024]
Affiliation(s)
- Nguyen Quoc Khanh Le
- In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan.
- AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan.
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14
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Espinoza DA, Zrzavy T, Breville G, Thebault S, Marefi A, Mexhitaj I, Kan M, Bacchus M, Legaspi J, Fernandez S, Melamed A, Stubblebine M, Kim Y, Martinez Z, Diorio C, Schulte-Mecklenbeck A, Wiendl H, Rezk A, Li R, Narula S, Waldman AT, Hopkins SE, Banwell B, Bar-Or A. Pediatric cerebrospinal fluid immune profiling distinguishes pediatric-onset multiple sclerosis from other pediatric-onset acute neurological disorders. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.27.637541. [PMID: 40060552 PMCID: PMC11888486 DOI: 10.1101/2025.02.27.637541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
The cerebrospinal fluid (CSF) provides a unique glimpse into the central nervous system (CNS) compartment and offers insights into immune processes associated with both healthy immune surveillance as well as inflammatory disorders of the CNS. The latter include demyelinating disorders, such as multiple sclerosis (MS) and myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD), that warrant different therapeutic approaches yet are not always straightforward to distinguish on clinical and imaging grounds alone. Here, we establish a comprehensive phenotypic landscape of the pediatric CSF immune compartment across a range of non-inflammatory and inflammatory neurological disorders, with a focus on better elucidating CNS-associated immune mechanisms potentially involved in, and discriminating between, pediatric-onset MS (MS) and other pediatric-onset suspected neuroimmune disorders, including MOGAD. We find that CSF from pediatric patients with non-inflammatory neurological disorders is primarily composed of non-activated CD4+ T cells, with few if any B cells present. CSF from pediatric patients with acquired inflammatory demyelinating disorders is characterized by increased numbers of B cells compared to CSF of both patients with other inflammatory or non-inflammatory conditions. Certain features, including particular increased frequencies of antibody-secreting cells (ASCs) and decreased frequencies of CD14+ myeloid cells, distinguish MS from MOGAD and other acquired inflammatory demyelinating disorders.
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Affiliation(s)
- Diego A Espinoza
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Colton Center for Autoimmunity, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Tobias Zrzavy
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Gautier Breville
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Simon Thebault
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Amaar Marefi
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ina Mexhitaj
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mengyuan Kan
- Colton Center for Autoimmunity, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Micky Bacchus
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Jessica Legaspi
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Samantha Fernandez
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Anna Melamed
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Mallory Stubblebine
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Yeseul Kim
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Zachary Martinez
- Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Caroline Diorio
- Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Andreas Schulte-Mecklenbeck
- Department of Neurology with Institute of Translational Neurology, University Hospital of Münster, University of Münster, Münster, Germany
| | - Heinz Wiendl
- Clinic for Neurology and Neurophysiology, University Medical Center Freiburg, Freiburg, Germany
| | - Ayman Rezk
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rui Li
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Colton Center for Autoimmunity, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology of the First affiliated Hospital, Institute of Neuroscience, Fujian Medical University, Fujian, China
| | - Sona Narula
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Amy T Waldman
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sarah E Hopkins
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Brenda Banwell
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Amit Bar-Or
- Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Colton Center for Autoimmunity, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Child Neurology, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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15
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Muraro PA, Mariottini A, Greco R, Burman J, Iacobaeus E, Inglese M, Snowden JA, Alexander T, Amato MP, Bø L, Boffa G, Ciccarelli O, Cohen JA, Derfuss T, Farge D, Freedman MS, Gaughan M, Heesen C, Kazmi M, Kirzigov K, Ljungman P, Mancardi G, Martin R, Mehra V, Moiola L, Saccardi R, Tintoré M, Stankoff B, Sharrack B. Autologous haematopoietic stem cell transplantation for treatment of multiple sclerosis and neuromyelitis optica spectrum disorder - recommendations from ECTRIMS and the EBMT. Nat Rev Neurol 2025; 21:140-158. [PMID: 39814869 DOI: 10.1038/s41582-024-01050-x] [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: 12/11/2024] [Indexed: 01/18/2025]
Abstract
Autologous haematopoietic stem cell transplantation (AHSCT) is a treatment option for relapsing forms of multiple sclerosis (MS) that are refractory to disease-modifying therapy (DMT). AHSCT after failure of high-efficacy DMT in aggressive forms of relapsing-remitting MS is a generally accepted indication, yet the optimal placement of this approach in the treatment sequence is not universally agreed upon. Uncertainties also remain with respect to other indications, such as in rapidly evolving, severe, treatment-naive MS, progressive MS, and neuromyelitis optica spectrum disorder (NMOSD). Furthermore, treatment and monitoring protocols, rehabilitation and other supportive care before and after AHSCT need to be optimized. To address these issues, we convened a European Committee for Treatment and Research in Multiple Sclerosis Focused Workshop in partnership with the European Society for Blood and Marrow Transplantation Autoimmune Diseases Working Party, in which evidence and key questions were presented and discussed by experts in these diseases and in AHSCT. Based on the workshop output and subsequent written interactions, this Consensus Statement provides practical guidance and recommendations on the use of AHSCT in MS and NMOSD. Recommendations are based on the available evidence, or on consensus when evidence was insufficient. We summarize the key evidence, report the final recommendations, and identify areas for further research.
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Affiliation(s)
- Paolo A Muraro
- Department of Brain Sciences, Faculty of Medicine, Imperial College, London, UK.
| | - Alice Mariottini
- Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
- Careggi University Hospital, Florence, Italy
| | - Raffaella Greco
- Unit of Hematology and Bone Marrow Transplantation, IRCCS San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy
| | - Joachim Burman
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Ellen Iacobaeus
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
- Department of Clinical Neurology, Karolinska University Hospital, Stockholm, Sweden
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DiNOGMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - John A Snowden
- Department of Haematology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield, UK
| | - Tobias Alexander
- Department of Rheumatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Rheumatology Research Centre, Berlin - A Leibniz Institute, Berlin, Germany
| | - Maria Pia Amato
- Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Lars Bø
- Department of Neurology, Haukeland University Hospital, and Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Giacomo Boffa
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DiNOGMI), University of Genoa, Genoa, Italy
| | - Olga Ciccarelli
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, University College London, London, UK
- National Institute for Health and Care Research, University College London Hospitals Biomedical Research Centre, London, UK
| | - Jeffrey A Cohen
- Mellen Center, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Tobias Derfuss
- Departments of Neurology and Biomedicine, University Hospital Basel, University of Basel, Basel, Switzerland
- Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), University of Basel, Basel, Switzerland
| | - Dominique Farge
- Internal Medicine Unit (UF04) CRMR MATHEC, Maladies auto-immunes et thérapie cellulaire; Saint-Louis Hospital, AP-HP, Paris-Cite University, Paris, France
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Mark S Freedman
- University of Ottawa, Department of Medicine Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Maria Gaughan
- Department of Neurology, Beaumont Hospital, Dublin, Ireland
| | - Christoph Heesen
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Majid Kazmi
- Guy's and St Thomas' NHS Trust, King's College Hospital NHS Trust, London, UK
- London Bridge Hospital, London, UK
- Department of Haematological Medicine, King's College Hospital, London, UK
| | - Kirill Kirzigov
- Nikolay Blokhin National Medical Research Center of Oncology, Moscow, Russia
| | - Per Ljungman
- Department. of Cellular Therapy and Allogeneic Stem Cell Transplantation, Karolinska University Hospital, Karolinska Comprehensive Cancer Center, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Gianluigi Mancardi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DiNOGMI), University of Genoa, Genoa, Italy
| | - Roland Martin
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
- Therapeutic Immune Design Unit, Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Stockholm, Sweden
- Cellerys AG Schlieren, Schlieren, Switzerland
| | - Varun Mehra
- Guy's and St Thomas' NHS Trust, King's College Hospital NHS Trust, London, UK
- Department of Haematological Medicine, King's College Hospital, London, UK
| | - Lucia Moiola
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | | | - Mar Tintoré
- Multiple Sclerosis Centre of Catalonia, Department of Neurology, Barcelona, Spain
- Vall d'Hebron University Hospital, Vall d Hebron Research Institute, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
- Universitat de Vic (UVIC-UCC), Vic, Spain
| | - Bruno Stankoff
- Sorbonne Université, ICM, Paris Brain Institute, CNRS, Inserm, Paris, France
- Neurology Department, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | - Basil Sharrack
- Department of Neuroscience, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Sheffield NIHR Translational Neuroscience BRC, University of Sheffield, Sheffield, UK
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16
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Sarkkinen J, Yohannes DA, Kreivi N, Dürnsteiner P, Elsakova A, Huuhtanen J, Nowlan K, Kurdo G, Linden R, Saarela M, Tienari PJ, Kekäläinen E, Perdomo M, Laakso SM. Altered immune landscape of cervical lymph nodes reveals Epstein-Barr virus signature in multiple sclerosis. Sci Immunol 2025; 10:eadl3604. [PMID: 39982975 DOI: 10.1126/sciimmunol.adl3604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 07/17/2024] [Accepted: 01/29/2025] [Indexed: 02/23/2025]
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the central nervous system, and Epstein-Barr virus (EBV) infection is a prerequisite for developing the disease. However, the pathogenic mechanisms that lead to MS remain to be determined. Here, we characterized the immune landscape of deep cervical lymph nodes (dcLNs) in newly diagnosed untreated patients with MS (pwMS) using fine-needle aspirations. By combining single-cell RNA sequencing and cellular indexing of transcriptomes and epitopes by sequencing, we observed increased memory B cells and reduced germinal center B cells with decreased clonality in pwMS. Double-negative memory B cells were increased in pwMS that transcriptionally resembled B cells with a lytic EBV infection. Moreover, EBV-targeting memory CD8 T cells were detected in a subset of pwMS. We also detected increased EBV DNA in dcLNs and elevated viral loads in patient saliva. These findings suggest that EBV-driven B cell dysregulation is a critical mechanism in MS pathogenesis.
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Affiliation(s)
- Joona Sarkkinen
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Dawit A Yohannes
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Nea Kreivi
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Pia Dürnsteiner
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Alexandra Elsakova
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Jani Huuhtanen
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
- Hematology Research Unit Helsinki, Department of Hematology, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
- ICAN Digital Precision Cancer Medicine Flagship, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center, Helsinki, Finland
- Department of Computer Science, Aalto University School of Science, Espoo, Finland
| | - Kirsten Nowlan
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Goran Kurdo
- Department of Radiology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Riikka Linden
- Department of Radiology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mika Saarela
- Department of Neurology, Brain Center, Helsinki University Hospital, Helsinki, Finland
| | - Pentti J Tienari
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
- Department of Neurology, Brain Center, Helsinki University Hospital, Helsinki, Finland
| | - Eliisa Kekäläinen
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Maria Perdomo
- Department of Virology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Sini M Laakso
- Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
- Department of Neurology, Brain Center, Helsinki University Hospital, Helsinki, Finland
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17
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Prado C, Herrada AA, Hevia D, Goiry LG, Escobedo N. Role of innate immune cells in multiple sclerosis. Front Immunol 2025; 16:1540263. [PMID: 40034690 PMCID: PMC11872933 DOI: 10.3389/fimmu.2025.1540263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 01/28/2025] [Indexed: 03/05/2025] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune, inflammatory and neurodegenerative disease affecting the central nervous system (CNS). MS is associated with a complex interplay between neurodegenerative and inflammatory processes, mostly attributed to pathogenic T and B cells. However, a growing body of preclinical and clinical evidence indicates that innate immunity plays a crucial role in MS promotion and progression. Accordingly, preclinical and clinical studies targeting different innate immune cells to control MS are currently under study, highlighting the importance of innate immunity in this pathology. Here, we reviewed recent findings regarding the role played by innate immune cells in the pathogenesis of MS. Additionally, we discuss potential new treatments for MS based on targets against innate immune components.
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Affiliation(s)
- Carolina Prado
- Laboratorio de Neuroinmunología, Centro Científico y Tecnológico de Excelencia Ciencia & Vida, Fundación Ciencia & Vida, Santiago, Chile
- Facultad de Medicina y Ciencia, Universidad San Sebastián, Santiago, Chile
| | - Andrés A. Herrada
- Lymphatic Vasculature and Inflammation Research Laboratory, Instituto de Ciencias Biomédicas, Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Talca, Chile
| | - Daniel Hevia
- Center for Studies and Innovation in Dentistry, Facultad de Odontología, Universidad Finis Terrae, Santiago, Chile
| | - Lorna Galleguillos Goiry
- Neurology and Psychiatry Department, Clínica Alemana, Neurology and Neurosurgery Department, Clínica Dávila, Santiago, Chile
| | - Noelia Escobedo
- Lymphatic Vasculature and Inflammation Research Laboratory, Instituto de Ciencias Biomédicas, Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Talca, Chile
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18
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Pfnür A, Mayer B, Dörfer L, Tumani H, Spitzer D, Huber-Lang M, Kapapa T. Regulatory T Cell- and Natural Killer Cell-Mediated Inflammation, Cerebral Vasospasm, and Delayed Cerebral Ischemia in Aneurysmal Subarachnoid Hemorrhage-A Systematic Review and Meta-Analysis Approach. Int J Mol Sci 2025; 26:1276. [PMID: 39941044 PMCID: PMC11818301 DOI: 10.3390/ijms26031276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 01/22/2025] [Accepted: 01/28/2025] [Indexed: 02/16/2025] Open
Abstract
Aneurysmal subarachnoid hemorrhage (SAH) involves a significant influx of blood into the cerebrospinal fluid, representing a severe form of stroke. Despite advancements in aneurysm closure and neuro-intensive care, outcomes remain impaired due to cerebral vasospasm and delayed cerebral ischemia (DCI). Previous pharmacological therapies have not successfully reduced DCI while improving overall outcomes. As a result, significant efforts are underway to better understand the cellular and molecular mechanisms involved. This review focuses on the activation and effects of immune cells after SAH and their interactions with neurotoxic and vasoactive substances as well as inflammatory mediators. Particular attention is given to clinical studies highlighting the roles of natural killer (NK) cells and regulatory T cells (Treg) cells. Alongside microglia, astrocytes, and oligodendrocytes, NK cells and Treg cells are key contributors to the inflammatory cascade following SAH. Their involvement in modulating the neuro-inflammatory response, vasospasm, and DCI underscores their potential as therapeutic targets and prognostic markers in the post-SAH recovery process. We conducted a systematic review on T cell- and natural killer cell-mediated inflammation and their roles in cerebral vasospasm and delayed cerebral ischemia. We conducted a meta-analysis to evaluate outcomes and mortality in studies focused on NK cell- and T cell-mediated mechanisms.
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Affiliation(s)
- Andreas Pfnür
- Department of Neurosurgery, University Hospital Ulm, Albert-Einstein-Allee 23, 89081 Ulm, Germany
| | - Benjamin Mayer
- Institute of Epidemiology and Medical Biometry, University of Ulm, Helmholtzstr. 22, 89081 Ulm, Germany
| | - Lena Dörfer
- Institute for Clinical and Experimental Trauma Immunology, University Hospital Ulm, Helmholtzstr. 8/, 89081 Ulm, Germany
| | - Hayrettin Tumani
- Department of Neurology, University Hospital Ulm, Oberer Eselsberg 45, 89081 Ulm, Germany
| | - Daniel Spitzer
- Department of Neurology, University Hospital Frankfurt, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Markus Huber-Lang
- Institute for Clinical and Experimental Trauma Immunology, University Hospital Ulm, Helmholtzstr. 8/, 89081 Ulm, Germany
| | - Thomas Kapapa
- Department of Neurosurgery, University Hospital Ulm, Albert-Einstein-Allee 23, 89081 Ulm, Germany
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19
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Jacobs BM, Gasperi C, Kalluri SR, Al-Najjar R, McKeon MO, Else J, Pukaj A, Held F, Sawcer S, Ban M, Hemmer B. Single-cell analysis of cerebrospinal fluid reveals common features of neuroinflammation. Cell Rep Med 2025; 6:101733. [PMID: 39708811 PMCID: PMC11866449 DOI: 10.1016/j.xcrm.2024.101733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 04/26/2024] [Accepted: 08/19/2024] [Indexed: 12/23/2024]
Abstract
Neuroinflammation is often characterized by immune cell infiltrates in the cerebrospinal fluid (CSF). Here, we apply single-cell RNA sequencing to explore the functional characteristics of these cells in patients with various inflammatory, infectious, and non-inflammatory neurological disorders. We show that CSF is distinct from the peripheral blood in terms of both cellular composition and gene expression. We report that the cellular and transcriptional landscape of CSF is altered in neuroinflammation but is strikingly similar across different neuroinflammatory disorders. We find clonal expansion of CSF lymphocytes in all disorders but most pronounced in inflammatory diseases, and we functionally characterize the transcriptional features of these cells. Finally, we explore the genetic control of gene expression in CSF lymphocytes. Our results highlight the common features of immune cells in the CSF compartment across diverse neurological diseases and may help to identify new targets for drug development or repurposing in multiple sclerosis (MS).
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Affiliation(s)
- Benjamin M Jacobs
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK; Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Christiane Gasperi
- Department of Neurology, Technical University of Munich, Munich, Germany
| | | | - Raghda Al-Najjar
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Mollie O McKeon
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Jonathan Else
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Albert Pukaj
- Department of Neurology, Technical University of Munich, Munich, Germany
| | - Friederike Held
- Department of Neurology, Technical University of Munich, Munich, Germany
| | - Stephen Sawcer
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
| | - Maria Ban
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
| | - Bernhard Hemmer
- Department of Neurology, Technical University of Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany.
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20
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Tong B, Zhang X, Hu H, Yang H, Wang X, Zhong M, Yang F, Hua F. From diagnosis to treatment: exploring the mechanisms underlying optic neuritis in multiple sclerosis. J Transl Med 2025; 23:87. [PMID: 39838397 PMCID: PMC11748848 DOI: 10.1186/s12967-025-06105-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Accepted: 01/08/2025] [Indexed: 01/23/2025] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune disease affecting the central nervous system, commonly causing sensory disturbances, motor weakness, impaired gait, incoordination and optic neuritis (ON). According to the statistics, up to 50% of MS patients experience vision problems during the disease course, suffering from blurred vision, pain, color vision deficits, and even blindness. Treatments have progressed from corticosteroids to therapies targeted against B/T cells. This review comprehensively and systematically reappraises the diagnostic methods for visual impairment in MS patients. It also summarizes the most recent treatment approaches and effective medications for ON in MS. Finally, we examine the immunoinflammatory mechanisms that underlie lesions in the central nervous system in multiple sclerosis, in order to direct future investigations to confirm these mechanisms in the visual pathway.
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Affiliation(s)
- Bin Tong
- Department of Anesthesiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China
- School of Ophthalmology and Optometry, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
| | - Xin Zhang
- Department of Anesthesiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China
| | - Haijian Hu
- Department of Ophthalmology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
| | - Huayi Yang
- Nanchang Medical College, Nanchang, 330004, Jiangxi, People's Republic of China
| | - Xifeng Wang
- Department of Anesthesiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
| | - Maolin Zhong
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China
| | - Fan Yang
- Department of Cardiothoracic Surgery, People's Hospital of Ruijin City, Ruijin, 342500, Jiangxi, People's Republic of China.
| | - Fuzhou Hua
- Department of Anesthesiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China.
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China.
- Jiangxi Provincial Key Laboratory of Anesthesiology, 1# Minde Road, Nanchang, 330006, Jiangxi, China.
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21
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Herbst E, Mandel-Gutfreund Y, Yakhini Z, Biran H. Inferring single-cell and spatial microRNA activity from transcriptomics data. Commun Biol 2025; 8:87. [PMID: 39827321 PMCID: PMC11743151 DOI: 10.1038/s42003-025-07454-9] [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: 03/25/2024] [Accepted: 01/02/2025] [Indexed: 01/22/2025] Open
Abstract
The activity of miRNA varies across different cell populations and systems, as part of the mechanisms that distinguish cell types and roles in living organisms and in human health and disease. Typically, miRNA regulation drives changes in the composition and levels of protein-coding RNA and of lncRNA, with targets being down-regulated when miRNAs are active. The term "miRNA activity" is used to refer to this transcriptional effect of miRNAs. This study introduces miTEA-HiRes, a method designed to facilitate the evaluation of miRNA activity at high resolution. The method applies to single-cell transcriptomics, type-specific single-cell populations, and spatial transcriptomics data. By comparing different conditions, differential miRNA activity is inferred. For instance, miTEA-HiRes analysis of peripheral blood mononuclear cells comparing Multiple Sclerosis patients to control groups revealed differential activity of miR-20a-5p and others, consistent with the literature on miRNA underexpression in Multiple Sclerosis. We also show miR-519a-3p differential activity in specific cell populations.
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Affiliation(s)
- Efrat Herbst
- Arazi School of Computer Science, Reichman University, Herzliya, Israel.
| | - Yael Mandel-Gutfreund
- Computer Science Department, Technion - Israel Institute of Technology, Haifa, Israel
- Faculty of Biology, Technion - Israel Institute of Technology, Haifa, Israel
| | - Zohar Yakhini
- Arazi School of Computer Science, Reichman University, Herzliya, Israel
- Computer Science Department, Technion - Israel Institute of Technology, Haifa, Israel
| | - Hadas Biran
- Computer Science Department, Technion - Israel Institute of Technology, Haifa, Israel
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22
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Rodriguez S, Couloume L, Ferrant J, Vince N, Mandon M, Jean R, Monvoisin C, Leonard S, Le Gallou S, Silva NSB, Bourguiba-Hachemi S, Laplaud D, Garcia A, Casey R, Zephir H, Kerbrat A, Edan G, Lepage E, Thouvenot E, Ruet A, Mathey G, Gourraud PA, Tarte K, Delaloy C, Amé P, Roussel M, Michel L. Blood immunophenotyping of multiple sclerosis patients at diagnosis identifies a classical monocyte subset associated to disease evolution. Front Immunol 2025; 15:1494842. [PMID: 39845960 PMCID: PMC11751469 DOI: 10.3389/fimmu.2024.1494842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 12/03/2024] [Indexed: 01/24/2025] Open
Abstract
Introduction Myeloid cells trafficking from the periphery to the central nervous system are key players in multiple sclerosis (MS) through antigen presentation, cytokine secretion and repair processes. Methods Combination of mass cytometry on blood cells from 60 MS patients at diagnosis and 29 healthy controls, along with single cell RNA sequencing on paired blood and cerebrospinal fluid (CSF) samples from 5 MS patients were used for myeloid cells detailing. Results Myeloid compartment study demonstrated an enrichment of a peculiar classical monocyte population in 22% of MS patients at the time of diagnosis. Notably, this patients' subgroup exhibited a more aggressive disease phenotype two years post-diagnosis. This monocytic population, detected in both the CSF and blood, was characterized by CD206, CD209, CCR5 and CCR2 expression, and was found to be more frequent in MS patients carrying the HLA-DRB1*15:01 allele. Furthermore, pathways analysis predicted that these cells had antigen presentation capabilities coupled with pro-inflammatory phenotype. Discussion Altogether, these results point toward the amplification of a specific and pathogenic myeloid cell subset in MS patients with genetic susceptibilities.
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Affiliation(s)
- Stéphane Rodriguez
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Laura Couloume
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
| | - Juliette Ferrant
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Nicolas Vince
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, Nantes University, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France
| | - Marion Mandon
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Rachel Jean
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Celine Monvoisin
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
| | - Simon Leonard
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
| | - Simon Le Gallou
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Nayane S. B. Silva
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, Nantes University, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France
- São Paulo State University, Molecular Genetics and Bioinformatics Laboratory, School of Medicine, Botucatu, Brazil
| | - Sonia Bourguiba-Hachemi
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, Nantes University, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France
| | - David Laplaud
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, Nantes University, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France
- Service de Neurologie, Centre Hospitalier Universitaire (CHU) Nantes, CRC-SEP Pays de la Loire, CIC 1413, Nantes, France
| | - Alexandra Garcia
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, Nantes University, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France
| | - Romain Casey
- Lyon University, University Claude Bernard Lyon 1, Lyon, France
- Hospices Civils de Lyon, Neurology Department, Sclérose en Plaques, Pathologies de la Myéline et Neuro-Inflammation, Bron, France
- Observatoire Français de la Sclérose en Plaques, Centre de Recherche en Neurosciences de Lyon, INSERM 1028 and CNRS UMR 5292, Lyon, France
- EUGENE DEVIC EDMUS Foundation against Multiple Sclerosis, State-Approved Foundation, Bron, France
| | - Helene Zephir
- Lille University, Inserm U1172, Lille University Hospital, Lille, France
| | - Anne Kerbrat
- Neurology Department, Rennes Clinical Investigation Centre, Rennes University Hospital-Rennes University-Institut National de la Santé et de la Recherche Médicale (INSERM), Rennes, France
| | - Gilles Edan
- Neurology Department, Rennes Clinical Investigation Centre, Rennes University Hospital-Rennes University-Institut National de la Santé et de la Recherche Médicale (INSERM), Rennes, France
| | - Emmanuelle Lepage
- Neurology Department, Rennes Clinical Investigation Centre, Rennes University Hospital-Rennes University-Institut National de la Santé et de la Recherche Médicale (INSERM), Rennes, France
| | - Eric Thouvenot
- Department of Neurology, Nimes University Hospital, Nimes, France
- Institut de Génomique Fonctionnelle, UMR5203, Inserm 1191, Université de Montpellier, Montpellier, France
| | - Aurelie Ruet
- Neurocentre Magendie, Institut National de la Santé et de la Recherche Médicale (INSERM) U1215, Bordeaux, France
- CHU de Bordeaux, Department of Neurology, Bordeaux, France
| | - Guillaume Mathey
- Department of Neurology, Nancy University Hospital, Nancy, France
- Université de Lorraine, Inserm, INSPIIRE, Nancy, France
| | - Pierre-Antoine Gourraud
- Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire (CHU) Nantes, Nantes University, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes, France
- Service de Neurologie, Centre Hospitalier Universitaire (CHU) Nantes, CRC-SEP Pays de la Loire, CIC 1413, Nantes, France
| | - Karin Tarte
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Celine Delaloy
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
| | - Patricia Amé
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Mikael Roussel
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
| | - Laure Michel
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche U1236, Université Rennes, Etablissement Français du Sang Bretagne, LabEx IGO, Rennes, France
- Pole Biologie-Centre Hospitalier Universitaire (CHU) Rennes, Rennes, France
- Observatoire Français de la Sclérose en Plaques, Centre de Recherche en Neurosciences de Lyon, INSERM 1028 and CNRS UMR 5292, Lyon, France
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23
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Liu X, Li B, Lin Y, Ma X, Liu Y, Ma L, Ma X, Wang X, Li N, Liu X, Chen X. Exploring the shared gene signatures and mechanism among three autoimmune diseases by bulk RNA sequencing integrated with single-cell RNA sequencing analysis. Front Mol Biosci 2025; 11:1520050. [PMID: 39840076 PMCID: PMC11746102 DOI: 10.3389/fmolb.2024.1520050] [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: 10/30/2024] [Accepted: 12/13/2024] [Indexed: 01/23/2025] Open
Abstract
Background Emerging evidence underscores the comorbidity mechanisms among autoimmune diseases (AIDs), with innovative technologies such as single-cell RNA sequencing (scRNA-seq) significantly advancing the explorations in this field. This study aimed to investigate the shared genes among three AIDs-Multiple Sclerosis (MS), Systemic Lupus Erythematosus (SLE), and Rheumatoid Arthritis (RA) using bioinformatics databases, and to identify potential biomarkers for early diagnosis. Methods We retrieved transcriptomic data of MS, SLE, and RA patients from public databases. Weighted Gene Co-Expression Network Analysis (WGCNA) was employed to construct gene co-expression networks and identify disease-associated modules. Functional enrichment analyses and Protein-Protein Interaction (PPI) network was constructed. We used machine learning algorithms to select candidate biomarkers and evaluate their diagnostic value. The Cibersort algorithm was and scRNA-seq analysis was performed to identify key gene expression patterns and assess the infiltration of immune cells in MS patients. Finally, the biomarkers' expression was validated in human and mice experiments. Results Several shared genes among MS, SLE, and RA were identified, which play crucial roles in immune responses and inflammation regulation. PPI network analysis highlighted key hub genes, some of which were selected as candidate biomarkers through machine learning algorithms. Receiver Operating Characteristic (ROC) curve analysis indicated that some genes had high diagnostic value (Area Under the Curve, AUC >0.7). Immune cell infiltration pattern analysis showed significant differences in the expression of various immune cells in MS patients. scRNA-seq analysis revealed clusters of genes that were significantly upregulated in the single cells of cerebrospinal fluid in MS patients. The expression of shared genes was validated in the EAE mose model. Validation using clinical samples confirmed the expression of potential diagnostic biomarkers. Conclusion This study identified shared genes among MS, SLE, and RA and proposed potential early diagnostic biomarkers. These genes are pivotal in regulating immune responses, providing new targets and theoretical basis for the early diagnosis and treatment of autoimmune diseases.
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Affiliation(s)
- Xiaofang Liu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Bin Li
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yuxi Lin
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xueying Ma
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Yingying Liu
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Lili Ma
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Xiaomeng Ma
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Xia Wang
- Department of Neurology, The Sixth People’s Hospital of Huizhou City, Huizhou, China
| | - Nanjing Li
- Department of Neurology, The Sixth People’s Hospital of Huizhou City, Huizhou, China
| | - Xiaoyun Liu
- Department of General Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiaohong Chen
- Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
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24
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Satyanarayanan SK, Han Z, Xiao J, Yuan Q, Yung WH, Ke Y, Chang RCC, Zhu MH, Su H, Su KP, Qin D, Lee SMY. Frontiers of Neurodegenerative Disease Treatment: Targeting Immune Cells in Brain Border Regions. Brain Behav Immun 2025; 123:483-499. [PMID: 39378973 DOI: 10.1016/j.bbi.2024.10.007] [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: 05/03/2024] [Revised: 09/15/2024] [Accepted: 10/05/2024] [Indexed: 10/10/2024] Open
Abstract
Neurodegenerative diseases (NDs) demonstrate a complex interaction with the immune system, challenging the traditional view of the brain as an "immune-privileged" organ. Microglia were once considered the sole guardians of the brain's immune response. However, recent research has revealed the critical role of peripheral immune cells located in key brain regions like the meninges, choroid plexus, and perivascular spaces. These previously overlooked cells are now recognized as contributors to the development and progression of NDs. This newfound understanding opens doors for pioneering therapeutic strategies. By targeting these peripheral immune cells, we may be able to modulate the brain's immune environment, offering an alternative approach to treat NDs and circumvent the challenges posed by the blood-brain barrier. This comprehensive review will scrutinize the latest findings on the complex interactions between these peripheral immune cells and NDs. It will also critically assess the prospects of targeting these cells as a ground-breaking therapeutic avenue for these debilitating disorders.
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Affiliation(s)
- Senthil Kumaran Satyanarayanan
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong Science Park, Hong Kong, China
| | - Zixu Han
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong Science Park, Hong Kong, China
| | - Jingwei Xiao
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong Science Park, Hong Kong, China
| | - Qiuju Yuan
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong Science Park, Hong Kong, China; Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou 510799, China; School of Chinese Medicine, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Wing Ho Yung
- Department of Neuroscience, City University of Hong Kong, Hong Kong, China
| | - Ya Ke
- School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Raymond Chuen-Chung Chang
- Laboratory of Neurodegenerative Diseases, School of Biomedical Sciences, LKS Faculty of Medicine, The University of Hong Kong, Faculty of Medicine Building, Hong Kong, China
| | - Maria Huachen Zhu
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Huanxing Su
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, Hong Kong, China
| | - Kuan-Pin Su
- An-Nan Hospital, China Medical University, Tainan, Taiwan; College of Medicine, China Medical University, Taichung, Taiwan; Mind-Body Interface Research Center (MBI-Lab), China Medical University Hospital, Taichung, Taiwan
| | - Dajiang Qin
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong Science Park, Hong Kong, China; Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou 510799, China; Bioland Laboratory, Guangzhou Regenerative Medicine and Health Guangdong Laboratory, Guangzhou, China.
| | - Suki Man Yan Lee
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong Science Park, Hong Kong, China; Key Laboratory of Biological Targeting Diagnosis, Therapy and Rehabilitation of Guangdong Higher Education Institutes, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou 510799, China; School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China.
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25
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Liu S, Yang X, Zhao H, Zhao X, Fan K, Liu G, Li X, Du C, Liu J, Ma J. Cathepsin C exacerbates EAE by promoting the expansion of Tfh cells and the formation of TLSs in the CNS. Brain Behav Immun 2025; 123:123-142. [PMID: 39243987 DOI: 10.1016/j.bbi.2024.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 08/05/2024] [Accepted: 09/03/2024] [Indexed: 09/09/2024] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune disease of the central nervous system (CNS) mediated by CD4+ T helper (Th) cells, and characterized by immune cell infiltration, demyelination and neurodegeneration, with no definitive cure available. Thus, it is pivotal and imperative to acquire more profound comprehension of the underlying mechanisms implicated in MS. Dysregulated immune responses are widely believed to play a primary role in the pathogenesis of MS. Recently, a plethora of studies have demonstrated the involvement of T follicular helper (Tfh) cells and tertiary lymphoid-like structures (TLSs) in the pathogenesis and progression of MS. Cathepsin C (CatC) is a cysteine exopeptidase which is crucial for the activation of immune-cell-associated serine proteinases in many inflammatory diseases in peripheral system, such as rheumatoid arthritis and septicemia. We have previously demonstrated that CatC is involved in neuroinflammation and exacerbates demyelination in both cuprizone-induced and experimental autoimmune encephalomyelitis (EAE) mouse models. However, the underlying immunopathological mechanism remains elusive. In the present study, we established a recombinant myelin oligodendrocyte glycoprotein 35-55 peptide-induced EAE model using conditional CatC overexpression mice to investigate the effects of CatC on the alteration of CD4+ Th subsets, including Th1, Th2, Th17, Tfh and T regulatory cells. Our findings demonstrated that CatC particularly enhanced the population of Tfh cell in the brain, resulting in the earlier onset and more severe chronic syndrome of EAE. Furthermore, CatC promoted the formation of TLSs in the brain, leading to persistent neuroinflammation and exacerbating the severity of EAE in the chronic phase. Conversely, treatment with AZD7986, a specific inhibitor of CatC, effectively attenuated the syndrome of EAE and its effects caused by CatC both in vivo and in vitro. These findings provide a novel insight into the critical role of CatC in innate and adaptive immunity in EAE, and specific inhibitor of CatC, AZD7986, may contribute to potential therapeutic strategies for MS.
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Affiliation(s)
- Shuang Liu
- Department of Anatomy, College of Basic Medical Science, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Xiaohan Yang
- Department of Morphology, College of Basic Medical Sciences, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Henan Zhao
- Department of Pathophysiology, College of Basic Medical Sciences, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Xinnan Zhao
- Department of Anatomy, College of Basic Medical Science, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Kai Fan
- Department of Anatomy, College of Basic Medical Science, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Gang Liu
- Department of Anatomy, College of Basic Medical Science, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Xia Li
- Department of Immunology, College of Basic Medical Science, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Cong Du
- Department of Anatomy, College of Basic Medical Science, Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Jing Liu
- Stem Cell Clinical Research Center, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116044, China.
| | - Jianmei Ma
- Department of Anatomy, College of Basic Medical Science, Dalian Medical University, Dalian, Liaoning 116044, China; National-Local Joint Engineering Research Center for Drug-Research and Development (R&D) of Neurodegenerative Diseases, Dalian Medical University, Dalian, Liaoning 116044, China.
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26
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Chen J, Xie J, Deng F, Cai J, Chen S, Song X, Xia S, Shen Q, Guo X, Tang Y. Expansion of peripheral cytotoxic CD4+ T cells in Alzheimer's disease: New insights from multi-omics evidence. Genomics 2025; 117:110976. [PMID: 39657893 DOI: 10.1016/j.ygeno.2024.110976] [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: 06/14/2024] [Revised: 11/19/2024] [Accepted: 12/04/2024] [Indexed: 12/12/2024]
Abstract
The significance of the adaptive immune response in Alzheimer's disease (AD) is increasingly recognized. We analyzed scRNA-Seq data from AD patients, revealing a notable rise in CD4 cytotoxic T cells (CD4-CTLs) in peripheral blood mononuclear cells (PBMCs), validated in vivo and in vitro. This rise correlates with cognitive decline in AD patients. We also identified transcription factors TBX21 and MYBL1 as key drivers of CD4-CTL expansion. Further analyses indicate these cells are terminally differentiated, showing clonal expansion, metabolic changes, and unique communication patterns. Mendelian randomization identified risk genes SRGN and ITGB1, suggesting their genetic regulation in CD4-CTLs may contribute to AD. To summarize, our findings characterize the expansion of CD4-CTLs in the PBMCs of AD patients, providing valuable understanding into the possible mechanisms involved in the expansion of CD4-CTLs in AD.
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Affiliation(s)
- Jiongxue Chen
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China
| | - Jiatian Xie
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China
| | - Fuyin Deng
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China
| | - Jinhua Cai
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China
| | - Sitai Chen
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China
| | - Xingrong Song
- Department of Anesthesiology, Guangzhou Women and Children Medical Center, Guangzhou 510623, China
| | - Shangzhou Xia
- Center for Neurodegeneration and Regeneration, Zilkha Neurogenetic Institute and Department of Physiology and Neuroscience, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, USA
| | - Qingyu Shen
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China
| | - Xinying Guo
- Department of Anesthesiology, Guangzhou Women and Children Medical Center, Guangzhou 510623, China.
| | - Yamei Tang
- Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China; Brain Research Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China; Guangdong Provincial Key Laboratory of Epigenetics and Gene Regulation of Malignant Tumors, Sun Yat-sen Memorial Hospital, Guangzhou, China; Guangdong Province Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
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27
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Miller JS, Rose M, Roell J, Ubhe S, Liu T, Segal BM, Bell EH. A mini review of leveraging biobanking in the identification of novel biomarkers in neurological disorders: insights from a rapid single-cell sequencing pipeline. Front Neurosci 2024; 18:1473917. [PMID: 39777270 PMCID: PMC11703919 DOI: 10.3389/fnins.2024.1473917] [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: 07/31/2024] [Accepted: 12/10/2024] [Indexed: 01/11/2025] Open
Abstract
Recent successes in the identification of biomarkers and therapeutic targets for diagnosing and managing neurological diseases underscore the critical need for cutting-edge biobanks in the conduct of high-caliber translational neuroscience research. Biobanks dedicated to neurological disorders are particularly timely, given the increasing prevalence of neurological disability among the rising aging population. Translational research focusing on disorders of the central nervous system (CNS) poses distinct challenges due to the limited accessibility of CNS tissue pre-mortem. Nevertheless, technological breakthroughs, including single-cell and single-nucleus methodologies, offer unprecedented insights into CNS pathophysiology using minimal input such as cerebrospinal fluid (CSF) cells and brain biopsies. Moreover, assays designed to detect factors that are released by CNS resident cells and diffuse into the CSF and/or bloodstream (such as neurofilament light chain [NfL], glial fibrillar acidic protein [GFAP] and amyloid beta peptides), and systemic factors that cross the blood-brain barrier to target CNS-specific molecules (e.g., autoantibodies that bind either the NMDA receptor [NMDAR] or myelin oligodendrocyte glycoprotein [MOG]), are increasingly deployed in clinical research and practice. This review provides an overview of current biobanking practices in neurological disorders and discusses ongoing challenges to biomarker discovery. Additionally, it outlines a rapid consenting and processing pipeline ensuring fresh paired blood and CSF specimens for single-cell sequencing that might more accurately reflect in vivo pathways. In summary, augmenting biobank rigor and establishing innovative research pipelines using patient samples will undoubtedly accelerate biomarker discovery in neurological disorders.
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Affiliation(s)
- Joseph S. Miller
- Heritage College of Osteopathic Medicine, Ohio University, Dublin, OH, United States
- Department of Neurology, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Michael Rose
- Department of Neurology, College of Medicine, The Ohio State University, Columbus, OH, United States
- Neuroscience Research Institute, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Jonathan Roell
- Department of Neurology, College of Medicine, The Ohio State University, Columbus, OH, United States
- Neuroscience Research Institute, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Samruddhi Ubhe
- Department of Neurology, College of Medicine, The Ohio State University, Columbus, OH, United States
- Neuroscience Research Institute, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Tom Liu
- Department of Neurology, College of Medicine, The Ohio State University, Columbus, OH, United States
- Neuroscience Research Institute, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Benjamin M. Segal
- Department of Neurology, College of Medicine, The Ohio State University, Columbus, OH, United States
- Neuroscience Research Institute, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Erica H. Bell
- Department of Neurology, College of Medicine, The Ohio State University, Columbus, OH, United States
- Neuroscience Research Institute, College of Medicine, The Ohio State University, Columbus, OH, United States
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28
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Van Roy Z, Kak G, Korshoj LE, Menousek JP, Heim CE, Fallet RW, Campbell JR, Geary CR, Liu B, Gorantla S, Poluektova LY, Duan B, Campbell WS, Thorell WE, Kielian T. Single-cell profiling reveals a conserved role for hypoxia-inducible factor signaling during human craniotomy infection. Cell Rep Med 2024; 5:101790. [PMID: 39426374 PMCID: PMC11604514 DOI: 10.1016/j.xcrm.2024.101790] [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: 12/27/2023] [Revised: 05/16/2024] [Accepted: 09/23/2024] [Indexed: 10/21/2024]
Abstract
Neurosurgeries complicated by infection are associated with prolonged treatment and significant morbidity. Craniotomy is a common neurosurgical procedure; however, the cellular and molecular signatures associated with craniotomy infection in human subjects are unknown. A retrospective study of over 2,500 craniotomies reveals diverse patient demographics, pathogen identity, and surgical landscapes associated with infection. Leukocyte profiling in patient tissues from craniotomy infection characterizes a predominance of granulocytic myeloid-derived suppressor cells that may arise from transmigrated blood neutrophils, based on single-cell RNA sequencing (scRNA-seq) trajectory analysis. Single-cell transcriptomic analysis identifies metabolic shifts in tissue leukocytes, including a conserved hypoxia-inducible factor (HIF) signature. The importance of HIF signaling was validated using a mouse model of Staphylococcus aureus craniotomy infection, where HIF inhibition increases chemokine production and leukocyte recruitment, exacerbating tissue pathology. These findings establish conserved metabolic and transcriptional signatures that may represent promising future therapeutic targets for human craniotomy infection in the face of increasing antimicrobial resistance.
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Affiliation(s)
- Zachary Van Roy
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Gunjan Kak
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Lee E Korshoj
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Joseph P Menousek
- Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Cortney E Heim
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Rachel W Fallet
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - James R Campbell
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Carol R Geary
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Bo Liu
- Mary and Dick Holland Regenerative Medicine Program, Division of Cardiology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Santhi Gorantla
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Larisa Y Poluektova
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Bin Duan
- Mary and Dick Holland Regenerative Medicine Program, Division of Cardiology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - W Scott Campbell
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - William E Thorell
- Department of Neurosurgery, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Tammy Kielian
- Department of Pathology, Microbiology, and Immunology, University of Nebraska Medical Center, Omaha, NE 68198, USA.
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29
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Mangani D, Subramanian A, Huang L, Cheng H, Krovi SH, Wu Y, Yang D, Moreira TG, Escobar G, Schnell A, Dixon KO, Krishnan RK, Singh V, Sobel RA, Weiner HL, Kuchroo VK, Anderson AC. Transcription factor TCF1 binds to RORγt and orchestrates a regulatory network that determines homeostatic Th17 cell state. Immunity 2024; 57:2565-2582.e6. [PMID: 39447575 PMCID: PMC11614491 DOI: 10.1016/j.immuni.2024.09.017] [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: 11/15/2023] [Revised: 07/19/2024] [Accepted: 09/25/2024] [Indexed: 10/26/2024]
Abstract
T helper (Th) 17 cells encompass a spectrum of cell states, including cells that maintain homeostatic tissue functions and pro-inflammatory cells that can drive autoimmune tissue damage. Identifying regulators that determine Th17 cell states can identify ways to control tissue inflammation and restore homeostasis. Here, we found that interleukin (IL)-23, a cytokine critical for inducing pro-inflammatory Th17 cells, decreased transcription factor T cell factor 1 (TCF1) expression. Conditional deletion of TCF1 in mature T cells increased the pro-inflammatory potential of Th17 cells, even in the absence of IL-23 receptor signaling, and conferred pro-inflammatory potential to homeostatic Th17 cells. Conversely, sustained TCF1 expression decreased pro-inflammatory Th17 potential. Mechanistically, TCF1 bound to RORγt, thereby interfering with its pro-inflammatory functions, and orchestrated a regulatory network that determined Th17 cell state. Our findings identify TCF1 as a major determinant of Th17 cell state and provide important insight for the development of therapies for Th17-driven inflammatory diseases.
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Affiliation(s)
- Davide Mangani
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Institute for Research in Biomedicine, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Bellinzona 6500, Switzerland
| | - Ayshwarya Subramanian
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Linglin Huang
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Hanning Cheng
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | - S Harsha Krovi
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | - Yufan Wu
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Dandan Yang
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | - Thais G Moreira
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | - Giulia Escobar
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | - Alexandra Schnell
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Karen O Dixon
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | - Rajesh K Krishnan
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | | | - Raymond A Sobel
- Department of Pathology, Stanford University, Stanford, CA 94304, USA
| | - Howard L Weiner
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA
| | - Vijay K Kuchroo
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Ana C Anderson
- Gene Lay Institute of Immunology and Inflammation, Ann Romney Center for Neurologic Diseases, Harvard Medical School and Mass General Brigham, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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30
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Räuber S, Schulte-Mecklenbeck A, Willison A, Hagler R, Jonas M, Pul D, Masanneck L, Schroeter CB, Golombeck KS, Lichtenberg S, Strippel C, Gallus M, Dik A, Kerkhoff R, Barman S, Weber KJ, Kovac S, Korsen M, Pawlitzki M, Goebels N, Ruck T, Gross CC, Paulus W, Reifenberger G, Hanke M, Grauer O, Rapp M, Sabel M, Wiendl H, Meuth SG, Melzer N. Flow cytometry identifies changes in peripheral and intrathecal lymphocyte patterns in CNS autoimmune disorders and primary CNS malignancies. J Neuroinflammation 2024; 21:286. [PMID: 39497174 PMCID: PMC11536547 DOI: 10.1186/s12974-024-03269-3] [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: 09/15/2024] [Accepted: 10/20/2024] [Indexed: 11/06/2024] Open
Abstract
BACKGROUND Immune dysregulation is a hallmark of autoimmune diseases of the central nervous system (CNS), characterized by an excessive immune response, and primary CNS tumors (pCNS-tumors) showing a highly immunosuppressive parenchymal microenvironment. METHODS Aiming to provide novel insights into the pathogenesis of CNS autoimmunity and cerebral tumor immunity, we analyzed the peripheral blood (PB) and cerebrospinal fluid (CSF) of 81 autoimmune limbic encephalitis (ALE), 148 relapsing-remitting multiple sclerosis (RRMS), 33 IDH-wildtype glioma, 9 primary diffuse large B cell lymphoma of the CNS (CNS-DLBCL), and 110 controls by flow cytometry (FC). Additionally, an in-depth immunophenotyping of the PB from an independent cohort of 20 RRMS and 18 IDH-wildtype glioblastoma patients compared to 19 controls was performed by FC combined with unsupervised computational approaches. RESULTS We identified alterations in peripheral and intrathecal adaptive immunity, mainly affecting the T cell (Tc) but also the B cell (Bc) compartment in ALE, RRMS, and pCNS-tumors compared to controls. ALE, RRMS, and pCNS-tumors featured higher expression of the T cell activation marker HLA-DR, which was even more pronounced in pCNS-tumors than in ALE or RRMS. Glioblastoma patients showed signs of T cell exhaustion that were not visible in RRMS patients. In-depth characterization of the PB revealed differences mainly in the T effector and memory compartment between RRMS and glioblastoma patients and similar alterations in the Bc compartment, including atypical Bc, CD19+CD20- double negative Bc, and plasma cells. PB and CSF mFC together with CSF routine parameters could reliably differentiate ALE and RRMS from pCNS-tumors facilitating early diagnosis and treatment. CONCLUSIONS ALE, RRMS, and pCNS-tumors show distinct but partially overlapping changes mainly in HLA-DR+ Tc, memory Tc, exhausted Tc, and Bc subsets providing insights into disease pathogenesis. Moreover, mFC shows diagnostic potential facilitating early diagnosis and treatment.
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Affiliation(s)
- Saskia Räuber
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | | | - Alice Willison
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Ramona Hagler
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Marius Jonas
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Duygu Pul
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Lars Masanneck
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Christina B Schroeter
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Kristin S Golombeck
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Stefanie Lichtenberg
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Christine Strippel
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Marco Gallus
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Andre Dik
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Ruth Kerkhoff
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Sumanta Barman
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Katharina J Weber
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Neurological Institute (Edinger Institute), University Hospital, Goethe University, Frankfurt/Main, Germany
- Frankfurt Cancer Institute (FCI), Frankfurt/Main, Germany
| | - Stjepana Kovac
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Melanie Korsen
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Marc Pawlitzki
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Norbert Goebels
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Tobias Ruck
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Catharina C Gross
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Werner Paulus
- Institute of Neuropathology, University of Münster, Münster, Germany
| | - Guido Reifenberger
- Institute of Neuropathology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Michael Hanke
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Research Center Jülich, Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Oliver Grauer
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Marion Rapp
- Department of Neurosurgery, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Michael Sabel
- Department of Neurosurgery, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Heinz Wiendl
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Sven G Meuth
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Nico Melzer
- Department of Neurology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany.
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany.
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31
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El Mahdaoui S, von Essen MR, Hansen MM, Romme Christensen J, Sellebjerg F, Søndergaard HB. Profiling of B cells and their subsets by whole blood gene expression analysis versus flow cytometry in multiple sclerosis. Mult Scler Relat Disord 2024; 91:105898. [PMID: 39317145 DOI: 10.1016/j.msard.2024.105898] [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: 07/11/2024] [Revised: 08/26/2024] [Accepted: 09/16/2024] [Indexed: 09/26/2024]
Abstract
We investigated if differentially expressed mRNA targets could be used as surrogate markers for circulating B cells and subsets. In paired blood samples from patients with untreated, anti-CD20-treated, fingolimod-treated, and natalizumab-treated multiple sclerosis, whole blood expression of CD19 correlated with B cell counts determined by flow cytometry, ROR1 with transitional B cells, TCL1A and ZNF727 with naïve B cells, NEXMIF with memory B cells and BCMA with plasmablasts. CD19 expression distinguished patients with B cell repletion and may be used as an alternative to flow cytometry, but NEXMIF was unsuitable for memory B cell monitoring in rituximab-treated patients.
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Affiliation(s)
- Sahla El Mahdaoui
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark.
| | - Marina Rode von Essen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Marie Mathilde Hansen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Jeppe Romme Christensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Helle Bach Søndergaard
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
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32
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Scalfari A, Traboulsee A, Oh J, Airas L, Bittner S, Calabrese M, Garcia Dominguez JM, Granziera C, Greenberg B, Hellwig K, Illes Z, Lycke J, Popescu V, Bagnato F, Giovannoni G. Smouldering-Associated Worsening in Multiple Sclerosis: An International Consensus Statement on Definition, Biology, Clinical Implications, and Future Directions. Ann Neurol 2024; 96:826-845. [PMID: 39051525 DOI: 10.1002/ana.27034] [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: 03/04/2024] [Revised: 07/03/2024] [Accepted: 07/05/2024] [Indexed: 07/27/2024]
Abstract
Despite therapeutic suppression of relapses, multiple sclerosis (MS) patients often experience subtle deterioration, which extends beyond the definition of "progression independent of relapsing activity." We propose the concept of smouldering-associated-worsening (SAW), encompassing physical and cognitive symptoms, resulting from smouldering pathological processes, which remain unmet therapeutic targets. We provide a consensus-based framework of possible pathological substrates and manifestations of smouldering MS, and we discuss clinical, radiological, and serum/cerebrospinal fluid biomarkers for potentially monitoring SAW. Finally, we share considerations for optimizing disease surveillance and implications for clinical trials to promote the integration of smouldering MS into routine practice and future research efforts. ANN NEUROL 2024;96:826-845.
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Affiliation(s)
- Antonio Scalfari
- Center of Neuroscience, Department of Medicine, Charing Cross Hospital, Imperial College, London, UK
| | | | - Jiwon Oh
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Canada
| | - Laura Airas
- University of Turku and Turku University Hospital, Turku, Finland
| | - Stefan Bittner
- Department of Neurology, Focus Program Translational Neuroscience (FTN) and Immunotherapy (FZI), Rhine Main Neuroscience Network (Rmn2), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | | | | | - Cristina Granziera
- Translational Imaging in Neurology (THiNK) Basel, Department of Biomedical Engineering, Faculty of Medicine, University of Basel, Basel, Switzerland
- Department of Neurology and MS Center, University Hospital Basel Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland
| | | | | | - Zsolt Illes
- Department of Neurology, Odense University Hospital, University of Southern Denmark, Odense, Denmark
| | - Jan Lycke
- Department of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Veronica Popescu
- University MS Centre Pelt-Hasselt, Noorderhart Hospital, Belgium Hasselt University, Pelt, Belgium
| | - Francesca Bagnato
- Neuroimaging Unit, Neuroimmunology Division, Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Neurology, VA Hospital, TN Valley Healthcare System, Nashville, TN, USA
| | - Gavin Giovannoni
- Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
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33
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Li Y, Wang GQ, Li YB. Therapeutic potential of natural coumarins in autoimmune diseases with underlying mechanisms. Front Immunol 2024; 15:1432846. [PMID: 39544933 PMCID: PMC11560467 DOI: 10.3389/fimmu.2024.1432846] [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: 05/14/2024] [Accepted: 10/14/2024] [Indexed: 11/17/2024] Open
Abstract
Autoimmune diseases encompass a wide range of disorders characterized by disturbed immunoregulation leading to the development of specific autoantibodies, which cause inflammation and multiple organ involvement. However, its pathogenesis remains unelucidated. Furthermore, the cumulative medical and economic burden of autoimmune diseases is on the rise, making these diseases a ubiquitous global phenomenon that is predicted to further increase in the coming decades. Coumarins, a class of aromatic natural products with benzene and alpha-pyrone as their basic structures, has good therapeutic effects on autoimmune diseases. In this review, we systematically highlighted the latest evidence on coumarins and autoimmune diseases data from clinical and animal studies. Coumarin acts on immune cells and cytokines and plays a role in the treatment of autoimmune diseases by regulating NF-κB, Keap1/Nrf2, MAPKs, JAK/STAT, Wnt/β-catenin, PI3K/AKT, Notch and TGF-β/Smad signaling pathways. This systematic review will provide insight into the interaction of coumarin and autoimmune diseases, and will lay a groundwork for the development of new drugs for autoimmune diseases.
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Affiliation(s)
- Yan Li
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Institute of Neuroimmunology, Shandong Provincial Key Medical and Health Laboratory of Neuroimmunology, Jinan, China
- College of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Guan-qing Wang
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Institute of Neuroimmunology, Shandong Provincial Key Medical and Health Laboratory of Neuroimmunology, Jinan, China
| | - Yan-bin Li
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Institute of Neuroimmunology, Shandong Provincial Key Medical and Health Laboratory of Neuroimmunology, Jinan, China
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34
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Drosu N, Anderson M, Bilodeau PA, Nishiyama S, Mikami T, Bobrowski-Khoury N, Cabot J, Housman D, Levy M. CD4 T cells restricted to DRB1*15:01 recognize two Epstein-Barr virus glycoproteins capable of intracellular antigen presentation. Proc Natl Acad Sci U S A 2024; 121:e2416097121. [PMID: 39432795 PMCID: PMC11536159 DOI: 10.1073/pnas.2416097121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 09/06/2024] [Indexed: 10/23/2024] Open
Abstract
Both genetic and environmental factors contribute to multiple sclerosis (MS) risk. Infection with the Epstein-Barr virus (EBV) is the strongest environmental risk factor, and HLA-DR15 is the strongest genetic risk factor for MS. We employed computational methods and in vitro assays for CD4 T cell activation to investigate the DR15-restricted response to EBV. Using a machine learning-based HLA ligand predictor, the EBV glycoprotein B (gB) was predicted to be enriched in epitopes restricted to presentation by DRB1*15:01. In DR15-positive individuals, two epitopes comprised the major CD4 T cell response to gB. Surprisingly, the expression of recombinant gB in a DR15-homozygous B cell line or primary autologous B cells elicited a CD4 T cell response, indicating that intracellular gB was loaded onto HLA class II molecules. By deleting the signal sequence of gB, we determined that this pathway for direct activation of CD4 T cells was dependent on trafficking to the endoplasmic reticulum (ER) within the B cell. We screened seven recombinant EBV antigens from the ER compartment for immune responses in DR15-negative vs. DR15-homozygous individuals. In addition to gB, gH was a key CD4 T cell target in individuals homozygous for DR15. Compared to non-DR15 controls, DR15-homozygotes had significantly higher T cell responses to both gB and gH but not to EBV latent or lytic antigens overall. Responses to gB and gH were slightly elevated in DR15 homozygotes with MS. Our results link MS environmental and genetic risk factors by demonstrating that HLA-DR15 dictates CD4 T cell immunity to EBV antigens.
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Affiliation(s)
- Natalia Drosu
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA02139
| | - Monique Anderson
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Philippe A. Bilodeau
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Shuhei Nishiyama
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Takahisa Mikami
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Natasha Bobrowski-Khoury
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Jackson Cabot
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - David Housman
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA02139
| | - Michael Levy
- Department of Neurology, Division of Neuroimmunology & Neuroinfectious Disease, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
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Mittl K, Hayashi F, Dandekar R, Schubert RD, Gerdts J, Oshiro L, Loudermilk R, Greenfield A, Augusto DG, Ramesh A, Tran E, Koshal K, Kizer K, Dreux J, Cagalingan A, Schustek F, Flood L, Moore T, Kirkemo LL, Cooper T, Harms M, Gomez R, Sibener L, Cree BAC, Hauser SL, Hollenbach JA, Gee M, Wilson MR, Zamvil SS, Sabatino JJ. Antigen specificity of clonally-enriched CD8+ T cells in multiple sclerosis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.07.611010. [PMID: 39282370 PMCID: PMC11398516 DOI: 10.1101/2024.09.07.611010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
CD8+ T cells are the dominant lymphocyte population in multiple sclerosis (MS) lesions where they are highly clonally expanded. The clonal identity, function, and antigen specificity of CD8+ T cells in MS are not well understood. Here we report a comprehensive single-cell RNA-seq and T cell receptor (TCR)-seq analysis of the cerebrospinal fluid (CSF) and blood from a cohort of treatment-naïve MS patients and control participants. A small subset of highly expanded and activated CD8+ T cells were enriched in the CSF in MS that displayed high activation, cytotoxicity and tissue-homing transcriptional profiles. Using a combination of unbiased and targeted antigen discovery approaches, MS-derived CD8+ T cell clonotypes recognizing Epstein-Barr virus (EBV) antigens and multiple novel mimotopes were identified. These findings shed vital insight into the role of CD8+ T cells in MS and pave the way towards disease biomarkers and therapeutic targets.
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36
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Zhang Y, Li T, Wang G, Ma Y. Advancements in Single-Cell RNA Sequencing and Spatial Transcriptomics for Central Nervous System Disease. Cell Mol Neurobiol 2024; 44:65. [PMID: 39387975 PMCID: PMC11467076 DOI: 10.1007/s10571-024-01499-w] [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: 06/12/2024] [Accepted: 09/26/2024] [Indexed: 10/15/2024]
Abstract
The incidence of central nervous system (CNS) disease has persistently increased over the last several years. There is an urgent need for effective methods to improve the cure rates of CNS disease. However, the precise molecular basis underlying the development and progression of major CNS diseases remains elusive. A complete molecular map will contribute to research on CNS disease treatment strategies. Emerging technologies such as single-cell RNA sequencing (scRNA-seq) and Spatial Transcriptomics (ST) are potent tools for exploring the molecular complexity, cell heterogeneity, and functional specificity of CNS disease. scRNA-seq and ST can provide insights into the disease at cellular and spatial transcription levels. This review presents a survey of scRNA-seq and ST studies on CNS diseases, such as chronic neurodegenerative diseases, acute CNS injuries, and others. These studies offer novel perspectives in treating and diagnosing CNS diseases by discovering new cell types or subtypes associated with the disease, proposing new pathophysiological mechanisms, uncovering novel therapeutic targets, and identifying putative biomarkers.
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Affiliation(s)
- Yuan Zhang
- Department of Pharmacy, School of Medicine, Shanghai East Hospital, Tongji University, Shanghai, 200120, China
| | - Teng Li
- Department of Laboratory Medicine, School of Medicine, Shanghai East Hospital, Tongji University, Shanghai, 200120, China
| | - Guangtian Wang
- Teaching Center of Pathogenic Biology, School of Basic Medical Sciences, Harbin Medical University, Harbin, 150081, Heilongjiang, China.
| | - Yabin Ma
- Department of Pharmacy, School of Medicine, Shanghai East Hospital, Tongji University, Shanghai, 200120, China.
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Wang J, Wang S, Li Q, Liu F, Wan Y, Liang H. Bibliometric and visual analysis of single-cell multiomics in neurodegenerative disease arrest studies. Front Neurol 2024; 15:1450663. [PMID: 39440247 PMCID: PMC11493674 DOI: 10.3389/fneur.2024.1450663] [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: 06/17/2024] [Accepted: 09/26/2024] [Indexed: 10/25/2024] Open
Abstract
Background Neurodegenerative diseases are progressive disorders that severely diminish the quality of life of patients. However, research on neurodegenerative diseases needs to be refined and deepened. Single-cell polyomics is a technique for obtaining transcriptomic, proteomic, and other information from a single cell. In recent years, the heat of single-cell multiomics as an emerging research tool for brain science has gradually increased. Therefore, the aim of this study was to analyze the current status and trends of studies related to the application of single-cell multiomics in neurodegenerative diseases through bibliometrics. Result A total of 596 publications were included in the bibliometric analysis. Between 2015 and 2022, the number of publications increased annually, with the total number of citations increasing significantly, exhibiting the fastest rate of growth between 2019 and 2022. The country/region collaboration map shows that the United States has the most publications and cumulative citations, and that China and the United States have the most collaborations. The institutions that produced the greatest number of articles were Harvard Medical School, Skupin, Alexander, and Wiendl. Among the authors, Heinz had the highest output. Mathys, H accumulated the most citations and was the authoritative author in the field. The journal Nature Communications has published the most literature in this field. A keyword analysis reveals that neurodegenerative diseases and lesions (e.g., Alzheimer's disease, amyloid beta) are the core and foundation of the field. Conversely, single-cell multiomics related research (e.g., single-cell RNA sequencing, bioinformatics) and brain nerve cells (e.g., microglia, astrocytes, neural stem cells) are the hot frontiers of this specialty. Among the references, the article "Single-cell transcriptomic analysis of Alzheimer's disease" is the most frequently cited (1,146 citations), and the article "Cell types in the mouse cortex and hippocampus revealed by single-cell RNA-seq" was the most cited article in the field. Conclusion The objective of this study is to employ bibliometric methods to visualize studies related to single-cell multiomics in neurodegenerative diseases. This will enable us to summarize the current state of research and to reveal key trends and emerging hotspots in the field.
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Affiliation(s)
- Jieyan Wang
- Department of Urology, People’s Hospital of Longhua, Shenzhen, China
| | - Shuqing Wang
- First Clinical Medical School, Southern Medical University, Guangzhou, China
| | - Qingyu Li
- First Clinical Medical School, Southern Medical University, Guangzhou, China
| | - Fei Liu
- First Clinical Medical School, Southern Medical University, Guangzhou, China
| | - Yantong Wan
- Guangdong Provincial Key Laboratory of Proteomics, Department of Pathophysiology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Hui Liang
- Department of Urology, People’s Hospital of Longhua, Shenzhen, China
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38
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Waede M, Voss LF, Kingo C, Moeller JB, Elkjaer ML, Illes Z. Longitudinal analysis of peripheral immune cells in patients with multiple sclerosis treated with anti-CD20 therapy. Ann Clin Transl Neurol 2024; 11:2657-2672. [PMID: 39279291 PMCID: PMC11514931 DOI: 10.1002/acn3.52182] [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: 06/20/2024] [Revised: 07/17/2024] [Accepted: 08/03/2024] [Indexed: 09/18/2024] Open
Abstract
OBJECTIVE Anti-CD20 therapy is a highly effective treatment for multiple sclerosis (MS). In this study, we investigated MS-related changes in peripheral blood mononuclear cell (PBMC) subsets compared to healthy controls and longitudinal changes related to the treatment. METHODS Multicolor spectral flow cytometry analysis was performed on 78 samples to characterize disease- and treatment-related PBMC clusters. Blood samples from MS patients were collected at baseline and up to 8 months post-treatment, with three collection points after treatment initiation. Unsupervised clustering tools and manual gating were applied to identify subclusters of interest and quantify changes. RESULTS B cells were depleted from the periphery after anti-CD20 treatment as expected, and we observed an isolated acute, transitory drop in the proportion of natural killer (NK) and NKT cells among the main populations of PBMC (P = 0.03, P = 0.004). Major affected PBMC subpopulations were cytotoxic immune cells (NK, NKT, and CD8+ T cells), and we observed a higher proportion of cytotoxic cells with reduced brain-homing ability and a higher regulatory function as a long-term anti-CD20-related effect. Additionally, anti-CD20 therapy altered distributions of memory CD8+ T cells and reduced exhaustion markers in both CD4+ and CD8+ T cells. INTERPRETATION The findings of this study elucidate phenotypic clusters of NK and CD8+ T cells, which have previously been underexplored in the context of anti-CD20 therapy. Phenotypic modifications towards a more regulatory and controlled phenotype suggest that these subpopulations may play a critical and previously unrecognized role in mediating the therapeutic efficacy of anti-CD20 treatments.
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Affiliation(s)
- Mie Waede
- Department of NeurologyOdense University HospitalOdenseDenmark
- Department of Clinical ResearchUniversity of Southern DenmarkOdenseDenmark
- Department of Molecular MedicineUniversity of Southern DenmarkOdenseDenmark
| | - Lasse F. Voss
- Section for Experimental and Translational Immunology, Department of Health TechnologyTechnical University of DenmarkKongens LyngbyDenmark
| | - Christina Kingo
- Department of NeurologyOdense University HospitalOdenseDenmark
- Department of Clinical ResearchUniversity of Southern DenmarkOdenseDenmark
- Department of Molecular MedicineUniversity of Southern DenmarkOdenseDenmark
| | - Jesper B. Moeller
- Department of Molecular MedicineUniversity of Southern DenmarkOdenseDenmark
- Danish Institute for Advanced Study, University of Southern DenmarkOdenseDenmark
| | - Maria L. Elkjaer
- Department of NeurologyOdense University HospitalOdenseDenmark
- Department of Clinical ResearchUniversity of Southern DenmarkOdenseDenmark
- Department of Molecular MedicineUniversity of Southern DenmarkOdenseDenmark
- Institute for Computational Systems Biology, University of HamburgHamburgGermany
| | - Zsolt Illes
- Department of NeurologyOdense University HospitalOdenseDenmark
- Department of Clinical ResearchUniversity of Southern DenmarkOdenseDenmark
- Department of Molecular MedicineUniversity of Southern DenmarkOdenseDenmark
- BRIDGE – Brain Research Interdisciplinary Guided ExcellenceUniversity of Southern DenmarkOdenseDenmark
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Pinnetti C, Rozera G, Messina F, Spezia PG, Lazzari E, Fabeni L, Chillemi G, Pietrucci D, Haggiag S, Mastrorosa I, Vergori A, Girardi E, Antinori A, Maggi F, Abbate I. Cerebrospinal Fluid and Peripheral Blood Lymphomonocyte Single-Cell Transcriptomics in a Subject with Multiple Sclerosis Acutely Infected with HIV. Int J Mol Sci 2024; 25:10459. [PMID: 39408789 PMCID: PMC11476486 DOI: 10.3390/ijms251910459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 09/13/2024] [Accepted: 09/25/2024] [Indexed: 10/20/2024] Open
Abstract
Signatures of neurodegeneration in clinical samples from a subject with multiple sclerosis (MS) acutely infected with HIV were investigated with single-cell transcriptomics using 10X Chromium technology. Sequencing was carried out on NovaSeq-TM, and the analysis was performed with Cell Ranger software (v 7.1.0) associated with a specifically established bioinformatic pipeline. A total of 1446 single-cell transcriptomes in cerebrospinal fluid (CSF) and 4647 in peripheral blood mononuclear cells (PBMCs) were obtained. In the CSF, many T-cell lymphocytes with an enriched amount of plasma cells and plasmacytoid dendritic (pDC) cells, as compared to the PBMCs, were detected. An unsupervised cluster analysis, putting together our patient transcriptomes with those of a publicly available MS scRNA-seq dataset, showed up-regulated microglial neurodegenerative gene expression in four clusters, two of which included our subject's transcriptomes. A few HIV-1 transcripts were found only in the CD4 central memory T-cells of the CSF compartment, mapping to the gag-pol, vpu, and env regions. Our data, which describe the signs of neurodegenerative gene expression in a very peculiar clinical situation, did not distinguish the cause between multiple sclerosis and HIV infection, but they can give a glimpse of the high degree of resolution that may be obtained by the single-cell transcriptomic approach.
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Affiliation(s)
- Carmela Pinnetti
- Clinical and Research Infectious Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (C.P.); (I.M.); (A.V.); (A.A.)
| | - Gabriella Rozera
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (P.G.S.); (E.L.); (L.F.); (F.M.); (I.A.)
| | - Francesco Messina
- Laboratory of Microbiology, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy;
| | - Pietro Giorgio Spezia
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (P.G.S.); (E.L.); (L.F.); (F.M.); (I.A.)
| | - Elisabetta Lazzari
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (P.G.S.); (E.L.); (L.F.); (F.M.); (I.A.)
| | - Lavinia Fabeni
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (P.G.S.); (E.L.); (L.F.); (F.M.); (I.A.)
| | - Giovanni Chillemi
- Department for Innovation in Biological, Agro-Food and Forest Systems (DIBAF), University of Tuscia, 01100 Viterbo, Italy; (G.C.); (D.P.)
| | - Daniele Pietrucci
- Department for Innovation in Biological, Agro-Food and Forest Systems (DIBAF), University of Tuscia, 01100 Viterbo, Italy; (G.C.); (D.P.)
| | - Shalom Haggiag
- Neurology Department, San Camillo Forlanini Hospital, 00152 Rome, Italy;
| | - Ilaria Mastrorosa
- Clinical and Research Infectious Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (C.P.); (I.M.); (A.V.); (A.A.)
| | - Alessandra Vergori
- Clinical and Research Infectious Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (C.P.); (I.M.); (A.V.); (A.A.)
| | - Enrico Girardi
- Scientific Direction, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy;
| | - Andrea Antinori
- Clinical and Research Infectious Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (C.P.); (I.M.); (A.V.); (A.A.)
| | - Fabrizio Maggi
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (P.G.S.); (E.L.); (L.F.); (F.M.); (I.A.)
| | - Isabella Abbate
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy; (P.G.S.); (E.L.); (L.F.); (F.M.); (I.A.)
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40
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Fesneau O, Thevin V, Pinet V, Goldsmith C, Vieille B, M'Homa Soudja S, Lattanzio R, Hahne M, Dardalhon V, Hernandez-Vargas H, Benech N, Marie JC. An intestinal T H17 cell-derived subset can initiate cancer. Nat Immunol 2024; 25:1637-1649. [PMID: 39060651 PMCID: PMC11362008 DOI: 10.1038/s41590-024-01909-7] [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: 06/15/2023] [Accepted: 06/24/2024] [Indexed: 07/28/2024]
Abstract
Approximately 25% of cancers are preceded by chronic inflammation that occurs at the site of tumor development. However, whether this multifactorial oncogenic process, which commonly occurs in the intestines, can be initiated by a specific immune cell population is unclear. Here, we show that an intestinal T cell subset, derived from interleukin-17 (IL-17)-producing helper T (TH17) cells, induces the spontaneous transformation of the intestinal epithelium. This subset produces inflammatory cytokines, and its tumorigenic potential is not dependent on IL-17 production but on the transcription factors KLF6 and T-BET and interferon-γ. The development of this cell type is inhibited by transforming growth factor-β1 (TGFβ1) produced by intestinal epithelial cells. TGFβ signaling acts on the pretumorigenic TH17 cell subset, preventing its progression to the tumorigenic stage by inhibiting KLF6-dependent T-BET expression. This study therefore identifies an intestinal T cell subset initiating cancer.
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Affiliation(s)
- Olivier Fesneau
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France
| | - Valentin Thevin
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France
| | - Valérie Pinet
- Institut de Génétique Moléculaire de Montpellier (IGMM), Université de Montpellier, CNRS, Montpellier, France
| | - Chloe Goldsmith
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France
| | - Baptiste Vieille
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France
| | - Saïdi M'Homa Soudja
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France
| | - Rossano Lattanzio
- Department of Innovative Technologies in Medicine & Dentistry, Center for Advanced Studies and Technology (CAST), G. d'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Michael Hahne
- Institut de Génétique Moléculaire de Montpellier (IGMM), Université de Montpellier, CNRS, Montpellier, France
| | - Valérie Dardalhon
- Institut de Génétique Moléculaire de Montpellier (IGMM), Université de Montpellier, CNRS, Montpellier, France
| | - Hector Hernandez-Vargas
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France
| | - Nicolas Benech
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France
- Hospices Civils de Lyon, Service d'Hépato-Gastroentérologie, Croix Rousse Hospital, Lyon, France
| | - Julien C Marie
- Cancer Research Center of Lyon (CRCL) INSERM U 1052, CNRS UMR 5286, Centre Léon Bérard, Claude Bernard Lyon 1 University, Lyon, France.
- Equipe Labellisée Ligue Nationale Contre le Cancer, Lyon, France.
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Li YS, Lai WP, Yin K, Zheng MM, Tu HY, Guo WB, Li L, Lin SH, Wang Z, Zeng L, Jiang BY, Chen ZH, Zhou Q, Zhang XC, Yang JJ, Zhong WZ, Yang XN, Wang BC, Pan Y, Chen HJ, Xiao FM, Sun H, Sun YL, Bai XY, Ke EE, Lin JX, Liu SYM, Li Y, Luo OJ, Wu YL. Lipid-associated macrophages for osimertinib resistance and leptomeningeal metastases in NSCLC. Cell Rep 2024; 43:114613. [PMID: 39116206 DOI: 10.1016/j.celrep.2024.114613] [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: 08/21/2023] [Revised: 06/06/2024] [Accepted: 07/24/2024] [Indexed: 08/10/2024] Open
Abstract
Leptomeningeal metastases (LMs) remain a devastating complication of non-small cell lung cancer (NSCLC), particularly following osimertinib resistance. We conducted single-cell RNA sequencing on cerebrospinal fluid (CSF) from EGFR-mutant NSCLC with central nervous system metastases. We found that macrophages of LMs displayed functional and phenotypic heterogeneity and enhanced immunosuppressive properties. A population of lipid-associated macrophages, namely RNASE1_M, were linked to osimertinib resistance and LM development, which was regulated by Midkine (MDK) from malignant epithelial cells. MDK exhibited significant elevation in both CSF and plasma among patients with LMs, with higher MDK levels correlating to poorer outcomes in an independent cohort. Moreover, MDK could promote macrophage M2 polarization with lipid metabolism and phagocytic function. Furthermore, malignant epithelial cells in CSF, particularly after resistance to osimertinib, potentially achieved immune evasion through CD47-SIRPA interactions with RNASE1_M. In conclusion, we revealed a specific subtype of macrophages linked to osimertinib resistance and LM development, providing a potential target to overcome LMs.
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Affiliation(s)
- Yang-Si Li
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China; School of Medicine, South China University of Technology, Guangzhou 510006, China; Department of Oncology, Heyuan Hospital of Guangdong Provincial People's Hospital, Heyuan People's Hospital, Heyuan 517000, China
| | - Wen-Pu Lai
- Department of Hematology, First Affiliated Hospital, Jinan University, Guangzhou, China; Key Laboratory for Regenerative Medicine of Ministry of Education, Institute of Hematology, School of Medicine, Jinan University, Guangzhou 510632, China; Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Kai Yin
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Mei-Mei Zheng
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Hai-Yan Tu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Wei-Bang Guo
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Liang Li
- Medical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Shou-Heng Lin
- China-New Zealand Joint Laboratory on Biomedicine and Health, State Key Laboratory of Respiratory Disease, CAS Key Laboratory of Regenerative Biology, Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, GIBH-HKU Guangdong-Hong Kong Stem Cell and Regenerative Medicine Research Centre, GIBH-CUHK Joint Research Laboratory on Stem Cell and Regenerative Medicine, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510700, China
| | - Zhen Wang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Lu Zeng
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Ben-Yuan Jiang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Zhi-Hong Chen
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Qing Zhou
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Xu-Chao Zhang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Jin-Ji Yang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Wen-Zhao Zhong
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Xue-Ning Yang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Bin-Chao Wang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Yi Pan
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Hua-Jun Chen
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Fa-Man Xiao
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Hao Sun
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Yue-Li Sun
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Xiao-Yan Bai
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - E-E Ke
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Jia-Xin Lin
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China
| | - Si-Yang Maggie Liu
- Department of Hematology, First Affiliated Hospital, Jinan University, Guangzhou, China; Key Laboratory for Regenerative Medicine of Ministry of Education, Institute of Hematology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Yangqiu Li
- Department of Hematology, First Affiliated Hospital, Jinan University, Guangzhou, China; Key Laboratory for Regenerative Medicine of Ministry of Education, Institute of Hematology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Oscar Junhong Luo
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou 510632, China.
| | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080 China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou 510080, China; School of Medicine, South China University of Technology, Guangzhou 510006, China.
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42
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Trang KB, Sharma P, Cook L, Mount Z, Thomas RM, Kulkarni NN, Pahl MC, Pippin JA, Su C, Kaestner KH, O'Brien JM, Wagley Y, Hankenson KD, Jermusyk A, Hoskins JW, Amundadottir LT, Xu M, Brown KM, Anderson SA, Yang W, Titchenell PM, Seale P, Zemel BS, Chesi A, Romberg N, Levings MK, Grant SFA, Wells AD. 3D chromatin-based variant-to-gene maps across 57 human cell types reveal the cellular and genetic architecture of autoimmune disease susceptibility. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.12.24311676. [PMID: 39185517 PMCID: PMC11343244 DOI: 10.1101/2024.08.12.24311676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
A portion of the genetic basis for many common autoimmune disorders has been uncovered by genome-wide association studies (GWAS), but GWAS do not reveal causal variants, effector genes, or the cell types impacted by disease-associated variation. We have generated 3D genomic datasets consisting of promoter-focused Capture-C, Hi-C, ATAC-seq, and RNA-seq and integrated these data with GWAS of 16 autoimmune traits to physically map disease-associated variants to the effector genes they likely regulate in 57 human cell types. These 3D maps of gene cis-regulatory architecture are highly powered to identify the cell types most likely impacted by disease-associated genetic variation compared to 1D genomic features, and tend to implicate different effector genes than eQTL approaches in the same cell types. Most of the variants implicated by these cis-regulatory architectures are highly trait-specific, but nearly half of the target genes connected to these variants are shared across multiple autoimmune disorders in multiple cell types, suggesting a high level of genetic diversity and complexity among autoimmune diseases that nonetheless converge at the level of target gene and cell type. Substantial effector gene sharing led to the common enrichment of similar biological networks across disease and cell types. However, trait-specific pathways representing potential areas for disease-specific intervention were identified. To test this, we pharmacologically validated squalene synthase, a cholesterol biosynthetic enzyme encoded by the FDFT1 gene implicated by our approach in MS and SLE, as a novel immunomodulatory drug target controlling inflammatory cytokine production by human T cells. These data represent a comprehensive resource for basic discovery of gene cis-regulatory mechanisms, and the analyses reported reveal mechanisms by which autoimmune-associated variants act to regulate gene expression, function, and pathology across multiple, distinct tissues and cell types.
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Affiliation(s)
- Khanh B Trang
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Prabhat Sharma
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Laura Cook
- Department of Microbiology and Immunology, University of Melbourne, at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
- Department of Critical Care, Melbourne Medical School, University of Melbourne, Melbourne, VIC, Australia
- Division of Infectious Diseases, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Zachary Mount
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Rajan M Thomas
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Nikhil N Kulkarni
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Matthew C Pahl
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - James A Pippin
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Chun Su
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Klaus H Kaestner
- Institute for Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Joan M O'Brien
- Scheie Eye Institute, Department of Ophthalmology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, PA, USA
- Penn Medicine Center for Ophthalmic Genetics in Complex Disease
| | - Yadav Wagley
- Department of Orthopedic Surgery University of Michigan Medical School Ann Arbor, MI, USA
| | - Kurt D Hankenson
- Department of Orthopedic Surgery University of Michigan Medical School Ann Arbor, MI, USA
| | - Ashley Jermusyk
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jason W Hoskins
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Laufey T Amundadottir
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Mai Xu
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Kevin M Brown
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Stewart A Anderson
- Department of Child and Adolescent Psychiatry, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Wenli Yang
- Institute for Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Paul M Titchenell
- Institute for Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Patrick Seale
- Institute for Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Babette S Zemel
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Alessandra Chesi
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Neil Romberg
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division of Allergy and Immunology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Institute for Immunology and Immune Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Megan K Levings
- Department of Surgery, University of British Columbia, Vancouver, BC, Canada
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
- School of Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada
| | - Struan F A Grant
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Institute for Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Division Endocrinology and Diabetes, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Andrew D Wells
- Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Institute for Immunology and Immune Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pathology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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43
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Alakhras NS, Zhang W, Barros N, Sharma A, Ropa J, Priya R, Yang XF, Kaplan MH. An IL-23-STAT4 pathway is required for the proinflammatory function of classical dendritic cells during CNS inflammation. Proc Natl Acad Sci U S A 2024; 121:e2400153121. [PMID: 39088391 PMCID: PMC11317592 DOI: 10.1073/pnas.2400153121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 06/11/2024] [Indexed: 08/03/2024] Open
Abstract
Although many cytokine pathways are important for dendritic cell (DC) development, it is less clear what cytokine signals promote the function of mature dendritic cells. The signal transducer and activator of transcription 4 (STAT4) promotes protective immunity and autoimmunity downstream of proinflammatory cytokines including IL-12 and IL-23. In experimental autoimmune encephalomyelitis (EAE), an animal model of multiple sclerosis (MS), Stat4-/- mice are resistant to the development of inflammation and paralysis. To define whether STAT4 is required for intrinsic signaling in mature DC function, we used conditional mutant mice in the EAE model. Deficiency of STAT4 in CD11c-expressing cells resulted in decreased T cell priming and inflammation in the central nervous system. EAE susceptibility was recovered following adoptive transfer of wild-type bone marrow-derived DCs to mice with STAT4-deficient DCs, but not adoptive transfer of STAT4- or IL-23R-deficient DCs. Single-cell RNA-sequencing (RNA-seq) identified STAT4-dependent genes in DC subsets that paralleled a signature in MS patient DCs. Together, these data define an IL-23-STAT4 pathway in DCs that is key to DC function during inflammatory disease.
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Affiliation(s)
- Nada S. Alakhras
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN46202
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN46202
| | - Wenwu Zhang
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN46202
| | - Nicolas Barros
- Department of Medicine, Division of Infectious Diseases Indiana University School of Medicine, Indianapolis, IN46202
| | - Anchal Sharma
- Advanced Analytics and Data Science, Eli Lilly and Company, New York, NY10016
| | - James Ropa
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN46202
| | - Raj Priya
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN46202
| | - X. Frank Yang
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN46202
| | - Mark H. Kaplan
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN46202
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN46202
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Sacharczuk M, Mickael ME, Kubick N, Kamińska A, Horbańczuk JO, Atanasov AG, Religa P, Ławiński M. The Current Landscape of Hypotheses Describing the Contribution of CD4+ Heterogeneous Populations to ALS. Curr Issues Mol Biol 2024; 46:7846-7861. [PMID: 39194682 DOI: 10.3390/cimb46080465] [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: 06/07/2024] [Revised: 07/11/2024] [Accepted: 07/22/2024] [Indexed: 08/29/2024] Open
Abstract
Amyotrophic Lateral Sclerosis (ALS) is a poorly understood and fatal disease. It has a low prevalence and a 2-4 year survival period. Various theories and hypotheses relating to its development process have been proposed, albeit with no breakthrough in its treatment. Recently, the role of the adaptive immune system in ALS, particularly CD4+ T cells, has begun to be investigated. CD4+ T cells are a heterogeneous group of immune cells. They include highly pro-inflammatory types such as Th1 and Th17, as well as highly anti-inflammatory cells such as Tregs. However, the landscape of the role of CD4+ T cells in ALS is still not clearly understood. This review covers current hypotheses that elucidate how various CD4+ T cells can contribute to ALS development. These hypotheses include the SWITCH model, which suggests that, in the early stages of the disease, Tregs are highly capable of regulating the immune response. However, in the later stages of the disease, it seems that pro-inflammatory cells such as Th1 and Th17 are capable of overwhelming Treg function. The reason why this occurs is not known. Several research groups have proposed that CD4+ T cells as a whole might experience aging. Others have proposed that gamma delta T cells might directly target Tregs. Additionally, other research groups have argued that less well-known CD4+ T cells, such as Emoes+ CD4+ T cells, may be directly responsible for neuron death by producing granzyme B. We propose that the ALS landscape is highly complicated and that there is more than one feasible hypothesis. However, it is critical to take into consideration the differences in the ability of different populations of CD4+ T cells to infiltrate the blood-brain barrier, taking into account the brain region and the time of infiltration. Shedding more light on these still obscure factors can help to create a personalized therapy capable of regaining the balance of power in the battle between the anti-inflammatory and pro-inflammatory cells in the central nervous system of ALS patients.
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Affiliation(s)
- Mariusz Sacharczuk
- Institute of Genetics and Animal Biotechnology, Polish Academy of Sciences, Postępu 36A, 05-552 Jastrzębiec, Poland
- Department of Pharmacodynamics, Faculty of Pharmacy, Medical University of Warsaw, Banacha 1B, 02-091 Warsaw, Poland
| | - Michel-Edwar Mickael
- Institute of Genetics and Animal Biotechnology, Polish Academy of Sciences, Postępu 36A, 05-552 Jastrzębiec, Poland
| | - Norwin Kubick
- Department of Biology, Institute of Plant Science and Microbiology, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
| | - Agnieszka Kamińska
- Faculty of Medicine, Collegium Medicum Cardinal Stefan Wyszyński University in Warsaw, 01-938 Warsaw, Poland
| | - Jarosław Olav Horbańczuk
- Institute of Genetics and Animal Biotechnology, Polish Academy of Sciences, Postępu 36A, 05-552 Jastrzębiec, Poland
| | - Atanas G Atanasov
- Institute of Genetics and Animal Biotechnology, Polish Academy of Sciences, Postępu 36A, 05-552 Jastrzębiec, Poland
- Ludwig Boltzmann Institute Digital Health and Patient Safety, Medical University of Vienna, 1090 Vienna, Austria
| | - Piotr Religa
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institute, SE-141 86 Stockholm, Sweden
| | - Michał Ławiński
- Institute of Genetics and Animal Biotechnology, Polish Academy of Sciences, Postępu 36A, 05-552 Jastrzębiec, Poland
- Department of General Surgery, Gastroenterology and Oncology, Medical University of Warsaw, 02-091 Warsaw, Poland
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45
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Deffner M, Schneider-Hohendorf T, Schulte-Mecklenbeck A, Falk S, Lu IN, Ostkamp P, Müller-Miny L, Schumann EM, Goelz S, Cahir-McFarland E, Thakur KT, De Jager PL, Klotz L, Meyer Zu Hörste G, Gross CC, Wiendl H, Grauer OM, Schwab N. Chemokine-mediated cell migration into the central nervous system in progressive multifocal leukoencephalopathy. Cell Rep Med 2024; 5:101622. [PMID: 38917802 PMCID: PMC11293326 DOI: 10.1016/j.xcrm.2024.101622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/10/2024] [Accepted: 06/02/2024] [Indexed: 06/27/2024]
Abstract
Progressive multifocal leukoencephalopathy (PML) has been associated with different forms of immune compromise. This study analyzes the chemokine signals and attracted immune cells in cerebrospinal fluid (CSF) during PML to define immune cell subpopulations relevant for the PML immune response. In addition to chemokines that indicate a general state of inflammation, like CCL5 and CXCL10, the CSF of PML patients specifically contains CCL2 and CCL4. Single-cell transcriptomics of CSF cells suggests an enrichment of distinct CD4+ and CD8+ T cells expressing chemokine receptors CCR2, CCR5, and CXCR3, in addition to ITGA4 and the genetic PML risk genes STXBP2 and LY9. This suggests that specific immune cell subpopulations migrate into the central nervous system to mitigate PML, and their absence might coincide with PML development. Monitoring them might hold clues for PML risk, and boosting their recruitment or function before therapeutic immune reconstitution might improve its risk-benefit ratio.
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Affiliation(s)
- Marie Deffner
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Tilman Schneider-Hohendorf
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Andreas Schulte-Mecklenbeck
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Simon Falk
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - I-Na Lu
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Patrick Ostkamp
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Louisa Müller-Miny
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Eva Maria Schumann
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Susan Goelz
- Oregon Health & Science University, Portland, OR, USA; Biogen, Cambridge, MA, USA
| | | | - Kiran T Thakur
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Philip L De Jager
- Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Luisa Klotz
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Gerd Meyer Zu Hörste
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Catharina C Gross
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Heinz Wiendl
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Oliver M Grauer
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Nicholas Schwab
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany.
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Yu K, Jiang R, Li Z, Ren X, Jiang H, Zhao Z. Integrated analyses of single-cell transcriptome and Mendelian randomization reveal the protective role of FCRL3 in multiple sclerosis. Front Immunol 2024; 15:1428962. [PMID: 39076991 PMCID: PMC11284051 DOI: 10.3389/fimmu.2024.1428962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 07/03/2024] [Indexed: 07/31/2024] Open
Abstract
Background Multiple sclerosis (MS) represents a multifaceted autoimmune ailment, prompting the development and widespread utilization of numerous therapeutic interventions. However, extant medications for MS have proven inadequate in mitigating relapses and halting disease progression. Innovative drug targets for preventing multiple sclerosis are still required. The objective of this study is to discover novel therapeutic targets for MS by integrating single-cell transcriptomics and Mendelian randomization analysis. Methods The study integrated MS genome-wide association study (GWAS) data, single-cell transcriptomics (scRNA-seq), expression quantitative trait loci (eQTL), and protein quantitative trait loci (pQTL) data for analysis and utilized two-sample Mendelian randomization study to comprehend the causal relationship between proteins and MS. Sequential analyses involving colocalization and Phenome-wide association studies (PheWAS) were conducted to validate the causal role of candidate genes. Results Following stringent quality control preprocessing of scRNA-seq data, 1,123 expression changes across seven peripheral cell types were identified. Among the seven most prevalent cell types, 97 genes exhibiting at least one eQTL were discerned. Examination of MR associations between 28 proteins with available index pQTL signals and the risk of MS outcomes was conducted. Co-localization analyses and PheWAS indicated that FCRL3 may exert influence on MS. Conclusion The integration of scRNA-seq and MR analysis facilitated the identification of potential therapeutic targets for MS. Notably, FCRL3, implicated in immune function, emerged as a significant drug target in the deCODE databases. This research underscores the importance of FCRL3 in MS therapy and advocates for further investigation and clinical trials targeting FCRL3.
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Affiliation(s)
- Kefu Yu
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ruiqi Jiang
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- School of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Ziming Li
- School of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Xiaohui Ren
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Haihui Jiang
- Department of Neurosurgery. Peking University Third Hospital, Peking University, Beijing, China
| | - Zhigang Zhao
- Department of Pharmacy, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- School of Pharmaceutical Sciences, Capital Medical University, Beijing, China
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47
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El Mahdaoui S, Hansen MM, Hansen MB, Hvalkof VH, Søndergaard HB, Mahler MR, Romme Christensen J, Sellebjerg F, von Essen MR. Effects of anti-CD20 therapy on circulating and intrathecal follicular helper T cell subsets in multiple sclerosis. Clin Immunol 2024; 264:110262. [PMID: 38788886 DOI: 10.1016/j.clim.2024.110262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 05/18/2024] [Accepted: 05/21/2024] [Indexed: 05/26/2024]
Abstract
Follicular helper T (Tfh) cells and their interplay with B cells likely contribute to the pathogenesis of relapsing-remitting multiple sclerosis (RRMS). Tfh cells are enriched in cerebrospinal fluid (CSF) in RRMS, but effects of anti-CD20 therapy are unknown. We investigated Tfh cells in controls, untreated and anti-CD20-treated patients with RRMS using flow cytometry. CSF Tfh cells were increased in untreated patients. Compared to paired blood samples, CD25- Tfh cells were enriched in CSF in RRMS, but not in controls. Contrast-enhancing brain MRI lesions and IgG index correlated with CSF CD25- Tfh cell frequency in untreated patients with RRMS. Anti-CD20 therapy reduced the numbers of circulating PD1+ Tfh cells and CD25- Tfh cells, and the frequency of CSF CD25- Tfh cells. The study suggests that CD25- Tfh cells are recruited to the CSF in RRMS, associated with focal inflammation, and are reduced by anti-CD20 therapy.
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Affiliation(s)
- Sahla El Mahdaoui
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark.
| | - Marie Mathilde Hansen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Malene Bredahl Hansen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Victoria Hyslop Hvalkof
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Helle Bach Søndergaard
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Mie Reith Mahler
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Jeppe Romme Christensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Marina Rode von Essen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
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48
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Remsik J, Boire A. The path to leptomeningeal metastasis. Nat Rev Cancer 2024; 24:448-460. [PMID: 38871881 PMCID: PMC11404355 DOI: 10.1038/s41568-024-00700-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/29/2024] [Indexed: 06/15/2024]
Abstract
The leptomeninges, the cerebrospinal-fluid-filled tissues surrounding the central nervous system, play host to various pathologies including infection, neuroinflammation and malignancy. Spread of systemic cancer into this space, termed leptomeningeal metastasis, occurs in 5-10% of patients with solid tumours and portends a bleak clinical prognosis. Previous, predominantly descriptive, clinical studies have provided few insights. Recent development of preclinical leptomeningeal metastasis models, alongside genomic, transcriptomic and proteomic sequencing efforts, has provided groundwork for mechanistic understanding and identification of long-needed therapeutic targets. Although previously understood as an anatomically isolated compartment, the leptomeninges are increasingly appreciated as a major conduit of communication between the systemic circulation and the central nervous system. Despite the unique nature of the leptomeningeal microenvironment, the general principles of metastasis hold true: cells metastasizing to the leptomeninges must gain access to the new environment, survive within the space and evade the immune system. The study of leptomeningeal metastasis has the potential to uncover novel site-specific metastatic principles and illuminate the physiology of the leptomeningeal space. In this Review, we provide a biology-focused overview of how metastatic cells reach the leptomeninges, thrive in this nutritionally sparse environment and evade the detection of the omnipresent immune system.
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Affiliation(s)
- Jan Remsik
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Laboratory for Immunology of Metastatic Ecosystems, Center for Cancer Biology, VIB, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - Adrienne Boire
- Human Oncology & Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Brain Tumour Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Godfrey WH, Cho K, Deng X, Ambati CSR, Putluri V, Mostafa Kamal AH, Putluri N, Kornberg MD. Phosphoglycerate mutase regulates Treg differentiation through control of serine synthesis and one-carbon metabolism. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.23.600101. [PMID: 38979375 PMCID: PMC11230282 DOI: 10.1101/2024.06.23.600101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
The differentiation and suppressive functions of regulatory CD4 T cells (Tregs) are supported by a broad array of metabolic changes, providing potential therapeutic targets for immune modulation. In this study, we focused on the regulatory role of glycolytic enzymes in Tregs and identified phosphoglycerate mutase (PGAM) as being differentially overexpressed in Tregs and associated with a highly suppressive phenotype. Pharmacologic or genetic inhibition of PGAM reduced Treg differentiation and suppressive function while reciprocally inducing markers of a pro-inflammatory, T helper 17 (Th17)-like state. The regulatory role of PGAM was dependent on the contribution of 3-phosphoglycerate (3PG), the PGAM substrate, to de novo serine synthesis. Blocking de novo serine synthesis from 3PG reversed the effect of PGAM inhibition on Treg polarization, while exogenous serine directly inhibited Treg polarization. Additionally, altering serine levels in vivo with a serine/glycine-free diet increased peripheral Tregs and attenuated autoimmunity in a murine model of multiple sclerosis. Mechanistically, we found that serine limits Treg polarization by contributing to one-carbon metabolism and methylation of Treg-associated genes. Inhibiting one-carbon metabolism increased Treg polarization and suppressive function both in vitro and in vivo in a murine model of autoimmune colitis. Our study identifies a novel physiologic role for PGAM and highlights the metabolic interconnectivity between glycolysis, serine synthesis, one-carbon metabolism, and epigenetic regulation of Treg differentiation and suppressive function.
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50
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Lalle G, Lautraite R, Bouherrou K, Plaschka M, Pignata A, Voisin A, Twardowski J, Perrin-Niquet M, Stéphan P, Durget S, Tonon L, Ardin M, Degletagne C, Viari A, Belgarbi Dutron L, Davoust N, Postler TS, Zhao J, Caux C, Caramel J, Dalle S, Cassier PA, Klein U, Schmidt-Supprian M, Liblau R, Ghosh S, Grinberg-Bleyer Y. NF-κB subunits RelA and c-Rel selectively control CD4+ T cell function in multiple sclerosis and cancer. J Exp Med 2024; 221:e20231348. [PMID: 38563819 PMCID: PMC10986815 DOI: 10.1084/jem.20231348] [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: 08/01/2023] [Revised: 01/30/2024] [Accepted: 03/13/2024] [Indexed: 04/04/2024] Open
Abstract
The outcome of cancer and autoimmunity is often dictated by the effector functions of CD4+ conventional T cells (Tconv). Although activation of the NF-κB signaling pathway has long been implicated in Tconv biology, the cell-autonomous roles of the separate NF-κB transcription-factor subunits are unknown. Here, we dissected the contributions of the canonical NF-κB subunits RelA and c-Rel to Tconv function. RelA, rather than c-Rel, regulated Tconv activation and cytokine production at steady-state and was required for polarization toward the TH17 lineage in vitro. Accordingly, RelA-deficient mice were fully protected against neuroinflammation in a model of multiple sclerosis due to defective transition to a pathogenic TH17 gene-expression program. Conversely, Tconv-restricted ablation of c-Rel impaired their function in the microenvironment of transplanted tumors, resulting in enhanced cancer burden. Moreover, Tconv required c-Rel for the response to PD-1-blockade therapy. Our data reveal distinct roles for canonical NF-κB subunits in different disease contexts, paving the way for subunit-targeted immunotherapies.
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Affiliation(s)
- Guilhem Lalle
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Raphaëlle Lautraite
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Khaled Bouherrou
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Maud Plaschka
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Aurora Pignata
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), UMR INSERM 1291, CNRS 5051, Université Toulouse III, Toulouse, France
| | - Allison Voisin
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Julie Twardowski
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Marlène Perrin-Niquet
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Pierre Stéphan
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Sarah Durget
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Laurie Tonon
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, Gilles Thomas Bioinformatics Platform, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Maude Ardin
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, Gilles Thomas Bioinformatics Platform, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Cyril Degletagne
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Alain Viari
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, Gilles Thomas Bioinformatics Platform, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | | | - Nathalie Davoust
- Laboratory of Biology and Modelling of the Cell, Ecole Normale Supérieure of Lyon, CNRS UMR 5239, INSERM U1293, Lyon, France
| | - Thomas S. Postler
- Department of Microbiology and Immunology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Jingyao Zhao
- Department of Microbiology and Immunology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Christophe Caux
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Julie Caramel
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Stéphane Dalle
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Philippe A. Cassier
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
| | - Ulf Klein
- Division of Haematology and Immunology, Leeds Institute of Medical Research at St. James’s, University of Leeds, Leeds, UK
| | - Marc Schmidt-Supprian
- Institute of Experimental Hematology, School of Medicine, Technical University of Munich, Munich, Germany
- Center for Translational Cancer Research, School of Medicine, Technical University of Munich, Munich, Germany
- German Cancer Consortium and German Cancer Research Center, Heidelberg, Germany
| | - Roland Liblau
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), UMR INSERM 1291, CNRS 5051, Université Toulouse III, Toulouse, France
| | - Sankar Ghosh
- Department of Microbiology and Immunology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Yenkel Grinberg-Bleyer
- Cancer Research Center of Lyon, Labex DEV2CAN, Institut Convergence Plascan, Centre Léon Bérard, UMR INSERM 1052, CNRS 5286, Université Claude Bernard Lyon 1, Lyon, France
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