1
|
Cree B, Hartung HP. Update on novel multiple sclerosis treatments: from dismal defeat to scintillating success. Curr Opin Neurol 2025; 38:226-235. [PMID: 40138388 PMCID: PMC12052076 DOI: 10.1097/wco.0000000000001363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2025]
Abstract
PURPOSE OF REVIEW To review novel multiple sclerosis (MS) therapies currently in clinical trials. RECENT FINDINGS Sixty-seven clinical trials were selected and grouped into the following categories: Bruton's tyrosine kinase inhibitors, remyelinating therapies, immunomodulators, B cell therapies, supplements/microbiome influencers, and cell-directed therapies. Important findings include tolebrutinib's successful trial in nonrelapsing secondary progressive MS that slowed CDP compared to placebo and simvastatin's failure to show an effect on disability in its phase 3 trial. SUMMARY Multiple strategies are being investigated in MS to address progressive disability, myelin repair, neural protection and treatment refractory disease. Some of these strategies have successfully completed clinical trials giving hope that some of the most vexing aspects of MS will soon have new treatment options.
Collapse
Affiliation(s)
- Bruce Cree
- Professor of Clinical Neurology, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Hans-Peter Hartung
- Department of Neurology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Brain and Mind Center, University of Sydney, Sydney, New South Wales, Australia
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Department of Neurology, Palacky University Olomouc, Olomouc, Czech Republic
| |
Collapse
|
2
|
Reidy M, Khan M, Mills EA, Wu Q, Garton J, Draayer DE, Zahoor I, Giri S, Axtell RC, Mao-Draayer Y. New Frontiers in Multiple Sclerosis Treatment: From Targeting Costimulatory Molecules to Bispecific Antibodies. Int J Mol Sci 2025; 26:3880. [PMID: 40332536 PMCID: PMC12028294 DOI: 10.3390/ijms26083880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2025] [Revised: 04/13/2025] [Accepted: 04/14/2025] [Indexed: 05/08/2025] Open
Abstract
Multiple sclerosis (MS) is an autoimmune demyelinating disease of the central nervous system. The therapeutic landscape for MS has evolved significantly since the 1990s, with the development of more than 20 different disease-modifying therapies (DMTs). These therapies effectively manage relapses and inflammation, but most have failed to meaningfully prevent disease progression. While classically understood as a T cell-mediated condition, the most effective DMTs in slowing progression also target B cells. Novel classes of MS therapies in development, including anti-CD40L monoclonal antibodies, CD19 chimeric antigen receptor (CAR) T cells, and Bruton's tyrosine kinase (BTK) inhibitors show greater capacity to target and eliminate B cells in the brain/CNS, as well as impacting T-cell and innate immune compartments. These approaches may help tackle the disease at its immunopathological core, addressing both peripheral and central immune responses that drive MS progression. Another emerging therapeutic strategy is to use bispecific antibodies, which have the potential for dual-targeting various disease aspects such as immune activation and neurodegeneration. As such, the next generation of MS therapies may be the first to reduce both inflammatory demyelination and disease progression in a clinically meaningful way. Their ability to target specific immune cell populations while minimizing broad immune suppression could also lead to better safety profiles. Here, we explore the biological rationale, advantages, limitations, and clinical progress of these emerging immunotherapies for relapsing-remitting and progressive forms of MS.
Collapse
Affiliation(s)
- Megan Reidy
- Autoimmunity Center of Excellence, Multiple Sclerosis Center of Excellence, Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (M.R.); (M.K.); (J.G.); (D.E.D.); (R.C.A.)
| | - Meerah Khan
- Autoimmunity Center of Excellence, Multiple Sclerosis Center of Excellence, Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (M.R.); (M.K.); (J.G.); (D.E.D.); (R.C.A.)
| | - Elizabeth A. Mills
- Alzheimer’s Drug Discovery Foundation, 57 West 57th Street, Suite 904, New York, NY 10019, USA;
| | - Qi Wu
- Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Josh Garton
- Autoimmunity Center of Excellence, Multiple Sclerosis Center of Excellence, Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (M.R.); (M.K.); (J.G.); (D.E.D.); (R.C.A.)
| | - Dean E. Draayer
- Autoimmunity Center of Excellence, Multiple Sclerosis Center of Excellence, Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (M.R.); (M.K.); (J.G.); (D.E.D.); (R.C.A.)
| | - Insha Zahoor
- Department of Neurology, Henry Ford Health, Detroit, MI 48202, USA; (I.Z.); (S.G.)
| | - Shailendra Giri
- Department of Neurology, Henry Ford Health, Detroit, MI 48202, USA; (I.Z.); (S.G.)
| | - Robert C. Axtell
- Autoimmunity Center of Excellence, Multiple Sclerosis Center of Excellence, Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (M.R.); (M.K.); (J.G.); (D.E.D.); (R.C.A.)
| | - Yang Mao-Draayer
- Autoimmunity Center of Excellence, Multiple Sclerosis Center of Excellence, Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (M.R.); (M.K.); (J.G.); (D.E.D.); (R.C.A.)
| |
Collapse
|
3
|
Belbasis L, Morris S, van Duijn C, Bennett D, Walters R. Mendelian randomization identifies proteins involved in neurodegenerative diseases. Brain 2025:awaf018. [PMID: 40037332 DOI: 10.1093/brain/awaf018] [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: 02/24/2024] [Revised: 10/26/2024] [Accepted: 12/20/2024] [Indexed: 03/06/2025] Open
Abstract
Proteins are involved in multiple biological functions. High-throughput technologies have allowed the measurement of thousands of proteins in population biobanks. In this study, we aimed to identify proteins related to Alzheimer's disease, Parkinson's disease, multiple sclerosis and amyotrophic lateral sclerosis by leveraging large-scale genetic and proteomic data. We performed a two-sample cis Mendelian randomization study by selecting instrumental variables for the abundance of >2700 proteins measured by either Olink or SomaScan platforms in plasma from the UK Biobank and the deCODE Health Study. We also used the latest publicly available genome-wide association studies for the neurodegenerative diseases of interest. The potentially causal effect of proteins on neurodegenerative diseases was estimated based on the Wald ratio. We tested 13 377 protein-disease associations, identifying 169 associations that were statistically significant (5% false discovery rate). Evidence of co-localization between plasma protein abundance and disease risk (posterior probability > 0.80) was identified for 61 protein-disease pairs, leading to 50 unique protein-disease associations. Notably, 23 of 50 protein-disease associations corresponded to genetic loci not previously reported by genome-wide association studies. The two-sample Mendelian randomization and co-localization analysis also showed that APOE abundance in plasma was associated with three subcortical volumes (hippocampus, amygdala and nucleus accumbens) and white matter hyper-intensities, whereas PILRA and PILRB abundance in plasma was associated with caudate nucleus volume. Our study provided a comprehensive assessment of the effect of the human proteome that is currently measurable through two different platforms on neurodegenerative diseases. The newly associated proteins indicated the involvement of complement (C1S and C1R), microglia (SIRPA, SIGLEC9 and PRSS8) and lysosomes (CLN5) in Alzheimer's disease; the interleukin-6 pathway (CTF1) in Parkinson's disease; lysosomes (TPP1), blood-brain barrier integrity (MFAP2) and astrocytes (TNFSF13) in amyotrophic lateral sclerosis; and blood-brain barrier integrity (VEGFB), oligodendrocytes (PARP1), node of Ranvier and dorsal root ganglion (NCS1, FLRT3 and CDH15) and the innate immune system (CR1, AHSG and WARS) in multiple sclerosis. Our study demonstrates how harnessing large-scale genomic and proteomic data can yield new insights into the role of the plasma proteome in the pathogenesis of neurodegenerative diseases.
Collapse
Affiliation(s)
- Lazaros Belbasis
- Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Sam Morris
- Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Cornelia van Duijn
- Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Derrick Bennett
- Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Robin Walters
- Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| |
Collapse
|
4
|
Conway SE, Galetta K. Therapeutic advances in multiple sclerosis: Novel therapies (immune checkpoint inhibitors, CAR-T, Anti-CD40L). Neurotherapeutics 2025:e00558. [PMID: 40021418 DOI: 10.1016/j.neurot.2025.e00558] [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: 11/26/2024] [Revised: 02/07/2025] [Accepted: 02/13/2025] [Indexed: 03/03/2025] Open
Abstract
As patients with multiple sclerosis (MS) age, the risk of cancer also increases. Immune checkpoint inhibitors (ICIs) are novel monoclonal antibodies that have revolutionized cancer treatment. However, their use is limited by immune related adverse events. In patients with MS and pre-existing autoimmune disease there is concern that use of ICIs could worsen disease outcome. In the first part of this review we discuss the current data on ICIs and MS which overall suggest that they are well tolerated from the standpoint of MS disease activity. We recommend that MS not be a strict contraindication to ICI use which should depend on an individualized risk benefit discussion. In the second part, we focus on novel therapies for MS including CAR-T cell and anti-CD40L treatments. These newer therapies have the potential to address an unmet need in MS as they can cross the blood-brain and have the potential to target compartmentalized central nervous inflammation that may underly the pathophysiology of progressive MS.
Collapse
|
5
|
Fatima T, Mirza A, Fatima F, Karamat RI, Ahmad B, Naeem S, Shahid I, Akilimali A. Frexalimab (SAR441344) as a potential multiautoimmune disorder tackling mAB targeting the CD40-CD40L pathway undergoing clinical trials: a review. Ann Med Surg (Lond) 2024; 86:7305-7313. [PMID: 39649860 PMCID: PMC11623868 DOI: 10.1097/ms9.0000000000002745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Accepted: 11/05/2024] [Indexed: 12/11/2024] Open
Abstract
Autoimmune disorders exhibit intricate pathology. Their mechanisms are complex, which attenuates the need for novel therapeutic interventions. Frexalimab, a potent monoclonal antibody targeting the dysregulated CD40-CD40L pathway, stands out as a formidable weapon against the assault of inflammation and tissue devastation. Diverse electronic databases were searched using relevant keywords to extract data on the role of Frexalimab in combating various autoimmune diseases. This review highlights Frexalimab's efficacy in improving various disability indicators of relapsing multiple sclerosis (RMS), alleviating fatigue in primary Sjögren's syndrome (PSJS), and improving glycemic control in diabetic patients. Across multiple trials, its favorable safety profile has proven its superiority over first-generation drugs in minimizing side effects. Indeed, Frexalimab has become a harbinger of hope in the fight against autoimmune diseases and has pioneered a unique and unchallenging way for tackling complex autoimmune diseases in the clinical realm, however, further large-scale trials are needed to establish its therapeutic benefits across different autoimmune conditions.
Collapse
Affiliation(s)
| | | | | | | | - Bilal Ahmad
- Shaikh Khalifa bin Zayed Al Nahyan Medical and Dental College, Lahore, Pakistan
| | | | | | - Aymar Akilimali
- Department of Research, Medical Research Circle (MedReC), Bukavu
| |
Collapse
|
6
|
Vaitaitis GM, Wagner DH. Slow Subcutaneous Release of Glatiramer Acetate or CD40-Targeting Peptide KGYY 6 Is More Advantageous in Treating Ongoing Experimental Autoimmune Encephalomyelitis. Neurol Int 2024; 16:1540-1551. [PMID: 39585073 PMCID: PMC11587089 DOI: 10.3390/neurolint16060114] [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: 10/31/2024] [Revised: 11/14/2024] [Accepted: 11/15/2024] [Indexed: 11/26/2024] Open
Abstract
BACKGROUND/OBJECTIVES One of the first-line disease-modifying treatments of multiple sclerosis (MS) is Glatiramer Acetate (GA), which requires daily or three-times-weekly subcutaneous injections. Disease progression, while slowed, still occurs with time. Increasing the impact of the treatment while decreasing the frequency of injections would be ideal. The mechanism of action of GA remains undefined. We developed an alternate approach, KGYY6, whose mechanism of action targets the CD40 receptor with promising results in an Experimental Autoimmune Encephalomyelitis (EAE) model. METHODS GA and a CD40-targeting peptide, KGYY6, were formulated as slow-release particles used to treat EAE in C57BL/6 mice. RESULTS Compared to liquid formulations, the particle formulations vastly improved drug efficacy in both cases, which would be advantageous in treating MS. GA is a combination of randomly generated peptides, in the size range of 5000-9000 Da, using the amino acids E, A, Y, and K. This approach introduces batch differences that impacts efficacy, a persistent problem with GA. KGYY6 is generated in a controlled process and has a motif, K-YY, which could be generated when manufacturing GA. When testing two different lots of GA or KGYY6, the latter performed equally well across lots, while GA did not. CONCLUSIONS Slow-release formulations of both GA and KGYY6 vastly improve the efficacy of both, and KGYY6 is more consistent in efficacy across different lots.
Collapse
Affiliation(s)
| | - David H. Wagner
- Webb-Waring Center, Department of Medicine, University of Colorado, Anschutz Medical Campus, 12850 E Montview Boulevard, Aurora, CO 80045, USA;
| |
Collapse
|
7
|
Svigelj R, de Marco A. Biological and technical factors affecting the point-of-care diagnostics in not-oncological chronic diseases. Biosens Bioelectron 2024; 264:116669. [PMID: 39146770 DOI: 10.1016/j.bios.2024.116669] [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: 07/15/2024] [Revised: 08/05/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024]
Abstract
Inexpensive point-of-care (POC) analytical solutions have the potential to allow the implementation of large-scale screening campaigns aimed at identifying the initial stages of pathologies in the population, reducing morbidity, mortality and, indirectly, also the costs for the healthcare system. At global level, the most common preventive screening schemes address some cancer pathologies or are used to monitor the spread of some infective diseases. However, systematic testing might become decisive to improve the care response even in the case of chronic pathologies and, in this review, we analyzed the state-of-the-art of the POC diagnostics for Chronic Kidney Disease, Chronic Obstructive Pulmonary Disease and Multiple Sclerosis. The different technological options used to manufacture the biosensors and evaluate the produced data have been described and this information has been integrated with the present knowledge relatively to the biomarkers that have been proposed to monitor such diseases, namely their availability and reliability. Finally, the nature of the macromolecules used to capture the biomarkers has been discussed in relation to the biomarker nature.
Collapse
Affiliation(s)
- Rossella Svigelj
- Department of Agrifood, Environmental and Animal Sciences, University of Udine, Via Cotonificio 108, 33100, Udine, Italy
| | - Ario de Marco
- Lab of Environmental and Life Sciences, University of Nova Gorica, Vipavska Cesta 13, 5000, Nova Gorica, Slovenia.
| |
Collapse
|
8
|
Hoferkova E, Seda V, Kadakova S, Verner J, Loja T, Matulova K, Skuhrova Francova H, Ondrouskova E, Filip D, Blavet N, Boudny M, Mladonicka Pavlasova G, Vecera J, Ondrisova L, Pavelkova P, Hlavac K, Kostalova L, Michaelou A, Pospisilova S, Dorazilova J, Chochola V, Jaros J, Doubek M, Jarosova M, Hampl A, Vojtova L, Kren L, Mayer J, Mraz M. Stromal cells engineered to express T cell factors induce robust CLL cell proliferation in vitro and in PDX co-transplantations allowing the identification of RAF inhibitors as anti-proliferative drugs. Leukemia 2024; 38:1699-1711. [PMID: 38877102 PMCID: PMC11286525 DOI: 10.1038/s41375-024-02284-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: 03/11/2024] [Revised: 05/03/2024] [Accepted: 05/09/2024] [Indexed: 06/16/2024]
Abstract
Several in vitro models have been developed to mimic chronic lymphocytic leukemia (CLL) proliferation in immune niches; however, they typically do not induce robust proliferation. We prepared a novel model based on mimicking T-cell signals in vitro and in patient-derived xenografts (PDXs). Six supportive cell lines were prepared by engineering HS5 stromal cells with stable expression of human CD40L, IL4, IL21, and their combinations. Co-culture with HS5 expressing CD40L and IL4 in combination led to mild CLL cell proliferation (median 7% at day 7), while the HS5 expressing CD40L, IL4, and IL21 led to unprecedented proliferation rate (median 44%). The co-cultures mimicked the gene expression fingerprint of lymph node CLL cells (MYC, NFκB, and E2F signatures) and revealed novel vulnerabilities in CLL-T-cell-induced proliferation. Drug testing in co-cultures revealed for the first time that pan-RAF inhibitors fully block CLL proliferation. The co-culture model can be downscaled to five microliter volume for large drug screening purposes or upscaled to CLL PDXs by HS5-CD40L-IL4 ± IL21 co-transplantation. Co-transplanting NSG mice with purified CLL cells and HS5-CD40L-IL4 or HS5-CD40L-IL4-IL21 cells on collagen-based scaffold led to 47% or 82% engraftment efficacy, respectively, with ~20% of PDXs being clonally related to CLL, potentially overcoming the need to co-transplant autologous T-cells in PDXs.
Collapse
Affiliation(s)
- Eva Hoferkova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Vaclav Seda
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Sona Kadakova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Jan Verner
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Tomas Loja
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Kvetoslava Matulova
- Department of Pathology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Hana Skuhrova Francova
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Eva Ondrouskova
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Daniel Filip
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Nicolas Blavet
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Miroslav Boudny
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | | | - Josef Vecera
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Laura Ondrisova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Petra Pavelkova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Krystof Hlavac
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Lenka Kostalova
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Androniki Michaelou
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Sarka Pospisilova
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jana Dorazilova
- Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic
| | - Vaclav Chochola
- Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Josef Jaros
- Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Michael Doubek
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Marie Jarosova
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Ales Hampl
- Department of Histology and Embryology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Lucy Vojtova
- Central European Institute of Technology, Brno University of Technology, Brno, Czech Republic
| | - Leos Kren
- Department of Pathology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Jiri Mayer
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Marek Mraz
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.
- Department of Internal Medicine, Hematology and Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic.
| |
Collapse
|
9
|
Xu M, Wang H, Ren S, Wang B, Yang W, Lv L, Sha X, Li W, Wang Y. Identification of crucial inflammaging related risk factors in multiple sclerosis. Front Mol Neurosci 2024; 17:1398665. [PMID: 38836117 PMCID: PMC11148336 DOI: 10.3389/fnmol.2024.1398665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 04/30/2024] [Indexed: 06/06/2024] Open
Abstract
Background Multiple sclerosis (MS) is an immune-mediated disease characterized by inflammatory demyelinating lesions in the central nervous system. Studies have shown that the inflammation is vital to both the onset and progression of MS, where aging plays a key role in it. However, the potential mechanisms on how aging-related inflammation (inflammaging) promotes MS have not been fully understood. Therefore, there is an urgent need to integrate the underlying mechanisms between inflammaging and MS, where meaningful prediction models are needed. Methods First, both aging and disease models were developed using machine learning methods, respectively. Then, an integrated inflammaging model was used to identify relative risk factors, by identifying essential "aging-inflammation-disease" triples. Finally, a series of bioinformatics analyses (including network analysis, enrichment analysis, sensitivity analysis, and pan-cancer analysis) were further used to explore the potential mechanisms between inflammaging and MS. Results A series of risk factors were identified, such as the protein homeostasis, cellular homeostasis, neurodevelopment and energy metabolism. The inflammaging indices were further validated in different cancer types. Therefore, various risk factors were integrated, and even both the theories of inflammaging and immunosenescence were further confirmed. Conclusion In conclusion, our study systematically investigated the potential relationships between inflammaging and MS through a series of computational approaches, and could present a novel thought for other aging-related diseases.
Collapse
Affiliation(s)
- Mengchu Xu
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Huize Wang
- Department of Nursing, First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| | - Siwei Ren
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Bing Wang
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Wenyan Yang
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Ling Lv
- Department of Thorax, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Xianzheng Sha
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
| | - Wenya Li
- Department of Thorax, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yin Wang
- Department of Biomedical Engineering, School of Intelligent Sciences, China Medical University, Shenyang, Liaoning, China
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| |
Collapse
|
10
|
Vermersch P, Granziera C, Mao-Draayer Y, Cutter G, Kalbus O, Staikov I, Dufek M, Saubadu S, Bejuit R, Truffinet P, Djukic B, Wallstroem E, Giovannoni G. Inhibition of CD40L with Frexalimab in Multiple Sclerosis. N Engl J Med 2024; 390:589-600. [PMID: 38354138 DOI: 10.1056/nejmoa2309439] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/16/2024]
Abstract
BACKGROUND The CD40-CD40L costimulatory pathway regulates adaptive and innate immune responses and has been implicated in the pathogenesis of multiple sclerosis. Frexalimab is a second-generation anti-CD40L monoclonal antibody being evaluated for the treatment of multiple sclerosis. METHODS In this phase 2, double-blind, randomized trial, we assigned, in a 4:4:1:1 ratio, participants with relapsing multiple sclerosis to receive 1200 mg of frexalimab administered intravenously every 4 weeks (with an 1800-mg loading dose), 300 mg of frexalimab administered subcutaneously every 2 weeks (with a 600-mg loading dose), or the matching placebos for each active treatment. The primary end point was the number of new gadolinium-enhancing T1-weighted lesions seen on magnetic resonance imaging at week 12 relative to week 8. Secondary end points included the number of new or enlarging T2-weighted lesions at week 12 relative to week 8, the total number of gadolinium-enhancing T1-weighted lesions at week 12, and safety. After 12 weeks, all the participants could receive open-label frexalimab. RESULTS Of 166 participants screened, 129 were assigned to a trial group; 125 participants (97%) completed the 12-week double-blind period. The mean age of the participants was 36.6 years, 66% were women, and 30% had gadolinium-enhancing lesions at baseline. At week 12, the adjusted mean number of new gadolinium-enhancing T1-weighted lesions was 0.2 (95% confidence interval [CI], 0.1 to 0.4) in the group that received 1200 mg of frexalimab intravenously and 0.3 (95% CI, 0.1 to 0.6) in the group that received 300 mg of frexalimab subcutaneously, as compared with 1.4 (95% CI, 0.6 to 3.0) in the pooled placebo group. The rate ratios as compared with placebo were 0.11 (95% CI, 0.03 to 0.38) in the 1200-mg group and 0.21 (95% CI, 0.08 to 0.56) in the 300-mg group. Results for the secondary imaging end points were generally in the same direction as those for the primary analysis. The most common adverse events were coronavirus disease 2019 and headaches. CONCLUSIONS In a phase 2 trial involving participants with multiple sclerosis, inhibition of CD40L with frexalimab had an effect that generally favored a greater reduction in the number of new gadolinium-enhancing T1-weighted lesions at week 12 as compared with placebo. Larger and longer trials are needed to determine the long-term efficacy and safety of frexalimab in persons with multiple sclerosis. (Funded by Sanofi; ClinicalTrials.gov number, NCT04879628.).
Collapse
Affiliation(s)
- Patrick Vermersch
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Cristina Granziera
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Yang Mao-Draayer
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Gary Cutter
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Oleksandr Kalbus
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Ivan Staikov
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Michal Dufek
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Stephane Saubadu
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Raphael Bejuit
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Philippe Truffinet
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Biljana Djukic
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Erik Wallstroem
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| | - Gavin Giovannoni
- From the University of Lille, INSERM Unité 1172, Lille Neuroscience and Cognition, Lille University Hospital, University Hospital Federation Precise, Lille (P.V.), and Sanofi, Chilly-Mazarin (S.S., R.B., P.T.) - both in France; Translational Imaging in Neurology Basel, Department of Biomedical Engineering, Faculty of Medicine, and the Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel, University Hospital Basel and University of Basel, Basel, Switzerland (C.G.); the Department of Neurology, Autoimmunity Center of Excellence, University of Michigan Medical Center, Ann Arbor, and the Michigan Institute for Neurological Disorders, Farmington Hills (Y.M.-D.); the Department of Biostatistics, University of Alabama at Birmingham School of Public Health, Birmingham (G.C.); the Department of Neurology, Dnipro State Medical University, Dnipro, Ukraine (O.K.); the Clinic of Neurology and Sleep Medicine, Acibadem City Clinic University Hospital Tokuda, Sofia, Bulgaria (I.S.); the First Department of Neurology, St. Anne's University Hospital, Brno, Czech Republic (M.D.); Sanofi, Cambridge, MA (B.D., E.W.); and Queen Mary University of London, London (G.G.)
| |
Collapse
|
11
|
Hu F, Zhu Y, Tian J, Xu H, Xue Q. Single-Cell Sequencing Combined with Transcriptome Sequencing Constructs a Predictive Model of Key Genes in Multiple Sclerosis and Explores Molecular Mechanisms Related to Cellular Communication. J Inflamm Res 2024; 17:191-210. [PMID: 38226354 PMCID: PMC10788626 DOI: 10.2147/jir.s442684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 12/28/2023] [Indexed: 01/17/2024] Open
Abstract
Background Multiple sclerosis (MS) causes chronic inflammation and demyelination of the central nervous system and comprises a class of neurodegenerative diseases in which interactions between multiple immune cell types mediate the involvement of MS development. However, the early diagnosis and treatment of MS remain challenging. Methods Gene expression profiles of MS patients were obtained from the Gene Expression Omnibus (GEO) database. Single-cell and intercellular communication analyses were performed to identify candidate gene sets. Predictive models were constructed using LASSO regression. Relationships between genes and immune cells were analyzed by single sample gene set enrichment analysis (ssGSEA). The molecular mechanisms of key genes were explored using gene enrichment analysis. An miRNA network was constructed to search for target miRNAs related to key genes, and related transcription factors were searched by transcriptional regulation analysis. We utilized the GeneCard database to detect the correlations between disease-regulated genes and key genes. We verified the mRNA expression of 4 key genes by reverse transcription-quantitative PCR (RT‒qPCR). Results Monocyte marker genes were selected as candidate gene sets. CD3D, IL2RG, MS4A6A, and NCF2 were found to be the key genes by LASSO regression. We constructed a prediction model with AUC values of 0.7569 and 0.719. The key genes were closely related to immune factors and immune cells. We explored the signaling pathways and molecular mechanisms involving the key genes by gene enrichment analysis. We obtained and visualized the miRNAs associated with the key genes using the miRcode database. We also predicted the transcription factors involved. We used validated key genes in MS patients, several of which were confirmed by RT‒qPCR. Conclusion The prediction model constructed with the CD3D, IL2RG, MS4A6A, and NCF2 genes has good diagnostic efficacy and provides new ideas for the diagnosis and treatment of MS.
Collapse
Affiliation(s)
- Fangzhou Hu
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215000, People’s Republic of China
| | - Yunfei Zhu
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215000, People’s Republic of China
| | - Jingluan Tian
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215000, People’s Republic of China
| | - Hua Xu
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215000, People’s Republic of China
- Department of Neurology, Affiliated Jintan Hospital of Jiangsu University, Changzhou Jintan First People’s Hospital, Changzhou, Jiangsu, 215006, People’s Republic of China
| | - Qun Xue
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215000, People’s Republic of China
| |
Collapse
|
12
|
van Os BW, Vos WG, Bosmans LA, van Tiel CM, Toom MD, Beckers L, Admiraal M, Hoeksema MA, de Winther MP, Lutgens E. CD40L modulates CD4 + T-cell activation through receptor for activated C kinase 1. Eur J Immunol 2023; 53:e2350520. [PMID: 37683186 DOI: 10.1002/eji.202350520] [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: 04/04/2023] [Revised: 08/12/2023] [Accepted: 09/06/2023] [Indexed: 09/10/2023]
Abstract
Inhibition of the co-stimulatory ligand CD40L has shown beneficial effects in many experimental models of autoimmune disease and inflammation. Here, we show that CD40L deficiency in T cells in mice causes a reduction of CD4+ T-cell activation and specifically a strong reduction in IFN-γ-producing Th1 cells. In vitro, we could not reproduce this antigen presenting cell-dependent effects, but found that T-cell CD40L affects cell death and proliferation. We identified receptor of activated C kinase, the canonical PKC binding partner and known to drive proliferation and apoptosis, as a mediator of CD40L reverse signaling. Furthermore, we found that CD40L clustering stabilizes IFN-γ mediated Th1 polarization through STAT1, a known binding partner of receptor of activated C kinase. Together this highlights the importance of both CD40L forward and reverse signaling.
Collapse
Affiliation(s)
- Bram W van Os
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Winnie G Vos
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Laura A Bosmans
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Claudia M van Tiel
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Myrthe den Toom
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Linda Beckers
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Merel Admiraal
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
| | - Marten A Hoeksema
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Menno P de Winther
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
| | - Esther Lutgens
- Department of Medical Biochemistry, Amsterdam UMC location University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis & Ischemic Syndromes, Amsterdam, the Netherlands
- Amsterdam Immunity and Infection, Inflammatory diseases, Amsterdam, the Netherlands
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität, Munich, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Department of Immunology, Mayo Clinic, Rochester, Minnesota, USA
| |
Collapse
|
13
|
Daei Sorkhabi A, Komijani E, Sarkesh A, Ghaderi Shadbad P, Aghebati-Maleki A, Aghebati-Maleki L. Advances in immune checkpoint-based immunotherapies for multiple sclerosis: rationale and practice. Cell Commun Signal 2023; 21:321. [PMID: 37946301 PMCID: PMC10634124 DOI: 10.1186/s12964-023-01289-9] [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: 05/11/2023] [Accepted: 08/19/2023] [Indexed: 11/12/2023] Open
Abstract
Beyond the encouraging results and broad clinical applicability of immune checkpoint (ICP) inhibitors in cancer therapy, ICP-based immunotherapies in the context of autoimmune disease, particularly multiple sclerosis (MS), have garnered considerable attention and hold great potential for developing effective therapeutic strategies. Given the well-established immunoregulatory role of ICPs in maintaining a balance between stimulatory and inhibitory signaling pathways to promote immune tolerance to self-antigens, a dysregulated expression pattern of ICPs has been observed in a significant proportion of patients with MS and its animal model called experimental autoimmune encephalomyelitis (EAE), which is associated with autoreactivity towards myelin and neurodegeneration. Consequently, there is a rationale for developing immunotherapeutic strategies to induce inhibitory ICPs while suppressing stimulatory ICPs, including engineering immune cells to overexpress ligands for inhibitory ICP receptors, such as program death-1 (PD-1), or designing fusion proteins, namely abatacept, to bind and inhibit the co-stimulatory pathways involved in overactivated T-cell mediated autoimmunity, and other strategies that will be discussed in-depth in the current review. Video Abstract.
Collapse
Affiliation(s)
- Amin Daei Sorkhabi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Erfan Komijani
- Department of Veterinary, Medicine, Tabriz Branch, Islamic Azad University, Tabriz, Iran
| | - Aila Sarkesh
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Pedram Ghaderi Shadbad
- Department of Veterinary, Medicine, Tabriz Branch, Islamic Azad University, Tabriz, Iran
| | - Ali Aghebati-Maleki
- Stem Cell Research Center, Tabriz University of Medical Science, Tabriz, Iran
| | - Leili Aghebati-Maleki
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
- Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
| |
Collapse
|
14
|
Schiffmann D, Lampkemeyer V, Lindner M, Fleck AK, Koch K, Eschborn M, Liebmann M, Strecker JK, Minnerup J, Wiendl H, Klotz L. Endurance Exercise Attenuates Established Progressive Experimental Autoimmune Encephalomyelitis and Is Associated with an Amelioration of Innate Immune Responses in NOD Mice. Int J Mol Sci 2023; 24:15798. [PMID: 37958787 PMCID: PMC10648469 DOI: 10.3390/ijms242115798] [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: 10/04/2023] [Revised: 10/27/2023] [Accepted: 10/29/2023] [Indexed: 11/15/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory autoimmune disease causing axonal degeneration and demyelination. Exercise in mice with active monophasic experimental autoimmune encephalomyelitis (EAE) attenuates disease severity associated with diverse impacts on T cell-mediated immunity. However, studies have so far focused on preventive approaches. In this study, we investigated the impact of endurance exercise on established EAE disease in a model of secondary progressive MS. When the exercise program on motorized running wheels was started at disease manifestation, the disease course was significantly ameliorated. This was associated with a significant decrease in B cell, dendritic cell, and neutrophil cell counts in the central nervous system (CNS). Furthermore, we observed an increased expression of major histocompatibility complex class II (MHC-II) as well as alterations in costimulatory molecule expression in CNS B cells and dendritic cells. In contrast, T cell responses were not altered in the CNS or periphery. Thus, exercise training is capable of attenuating the disease course even in established secondary progressive EAE, potentially via modulation of the innate immune compartment. Further studies are warranted to corroborate our findings and assess the potential of this lifestyle intervention as a complementary therapeutic strategy in secondary progressive MS patients.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Luisa Klotz
- Department of Neurology with Institute of Translational Neurology, University Hospital Muenster, 48149 Muenster, Germany; (D.S.)
| |
Collapse
|
15
|
Zhu J, Fan J, Xia Y, Wang H, Li Y, Feng Z, Fu C. Potential therapeutic targets of macrophages in inhibiting immune damage and fibrotic processes in musculoskeletal diseases. Front Immunol 2023; 14:1219487. [PMID: 37545490 PMCID: PMC10400722 DOI: 10.3389/fimmu.2023.1219487] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 07/04/2023] [Indexed: 08/08/2023] Open
Abstract
Macrophages are a heterogeneous cell type with high plasticity, exhibiting unique activation characteristics that modulate the progression and resolution of diseases, serving as a key mediator in maintaining tissue homeostasis. Macrophages display a variety of activation states in response to stimuli in the local environment, with their subpopulations and biological functions being dependent on the local microenvironment. Resident tissue macrophages exhibit distinct transcriptional profiles and functions, all of which are essential for maintaining internal homeostasis. Dysfunctional macrophage subpopulations, or an imbalance in the M1/M2 subpopulation ratio, contribute to the pathogenesis of diseases. In skeletal muscle disorders, immune and inflammatory damage, as well as fibrosis induced by macrophages, are prominent pathological features. Therefore, targeting macrophages is of great significance for maintaining tissue homeostasis and treating skeletal muscle disorders. In this review, we discuss the receptor-ligand interactions regulating macrophages and identify potential targets for inhibiting collateral damage and fibrosis in skeletal muscle disorders. Furthermore, we explore strategies for modulating macrophages to maintain tissue homeostasis.
Collapse
Affiliation(s)
- Jianshu Zhu
- Department of Spine Surgery, The First Hospital of Jilin University, Changchun, China
| | - Jiawei Fan
- Department of Gastroenterology, The First Hospital of Jilin University, Changchun, China
| | - Yuanliang Xia
- Department of Spine Surgery, The First Hospital of Jilin University, Changchun, China
| | - Hengyi Wang
- Department of Spine Surgery, The First Hospital of Jilin University, Changchun, China
| | - Yuehong Li
- Department of Spine Surgery, The First Hospital of Jilin University, Changchun, China
| | - Zijia Feng
- Department of Spine Surgery, The First Hospital of Jilin University, Changchun, China
| | - Changfeng Fu
- Department of Spine Surgery, The First Hospital of Jilin University, Changchun, China
| |
Collapse
|
16
|
Berek K, Bauer A, Rudzki D, Auer M, Barket R, Zinganell A, Lerch M, Hofer L, Grams A, Poskaite P, Wurth S, Berger T, Di Pauli F, Deisenhammer F, Hegen H, Reindl M. Immune profiling in multiple sclerosis: a single-center study of 65 cytokines, chemokines, and related molecules in cerebrospinal fluid and serum. Front Immunol 2023; 14:1200146. [PMID: 37383229 PMCID: PMC10294231 DOI: 10.3389/fimmu.2023.1200146] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 05/22/2023] [Indexed: 06/30/2023] Open
Abstract
Introduction The understanding of the pathophysiology of multiple sclerosis (MS) has evolved alongside the characterization of cytokines and chemokines in cerebrospinal fluid (CSF) and serum. However, the complex interplay of pro- and anti-inflammatory cytokines and chemokines in different body fluids in people with MS (pwMS) and their association with disease progression is still not well understood and needs further investigation. Therefore, the aim of this study was to profile a total of 65 cytokines, chemokines, and related molecules in paired serum and CSF samples of pwMS at disease onset. Methods Multiplex bead-based assays were performed and baseline routine laboratory diagnostics, magnetic resonance imaging (MRI), and clinical characteristics were assessed. Of 44 participants included, 40 had a relapsing-remitting disease course and four a primary progressive MS. Results There were 29 cytokines and chemokines that were significantly higher in CSF and 15 in serum. Statistically significant associations with moderate effect sizes were found for 34 of 65 analytes with sex, age, CSF, and MRI parameters and disease progression. Discussion In conclusion, this study provides data on the distribution of 65 different cytokines, chemokines, and related molecules in CSF and serum in newly diagnosed pwMS.
Collapse
Affiliation(s)
- Klaus Berek
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Angelika Bauer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
- VASCage Research Centre on Vascular Ageing and Stroke, Innsbruck, Austria
| | - Dagmar Rudzki
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
- VASCage Research Centre on Vascular Ageing and Stroke, Innsbruck, Austria
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Robert Barket
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Anne Zinganell
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Magdalena Lerch
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Livia Hofer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Astrid Grams
- Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Paulina Poskaite
- Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Sebastian Wurth
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Franziska Di Pauli
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Markus Reindl
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| |
Collapse
|
17
|
Manuel AM, Dai Y, Jia P, Freeman LA, Zhao Z. A gene regulatory network approach harmonizes genetic and epigenetic signals and reveals repurposable drug candidates for multiple sclerosis. Hum Mol Genet 2023; 32:998-1009. [PMID: 36282535 PMCID: PMC9991005 DOI: 10.1093/hmg/ddac265] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 10/14/2022] [Accepted: 10/20/2022] [Indexed: 02/02/2023] Open
Abstract
Multiple sclerosis (MS) is a complex dysimmune disorder of the central nervous system. Genome-wide association studies (GWAS) have identified 233 genetic variations associated with MS at the genome-wide significant level. Epigenetic studies have pinpointed differentially methylated CpG sites in MS patients. However, the interplay between genetic risk factors and epigenetic regulation remains elusive. Here, we employed a network model to integrate GWAS summary statistics of 14 802 MS cases and 26 703 controls with DNA methylation profiles from 140 MS cases and 139 controls and the human interactome. We identified differentially methylated genes by aggregating additive effects of differentially methylated CpG sites within promoter regions. We reconstructed a gene regulatory network (GRN) using literature-curated transcription factor knowledge. Colocalization of the MS GWAS and methylation quantitative trait loci (mQTL) was performed to assess the GRN. The resultant MS-associated GRN highlighted several single nucleotide polymorphisms with GWAS-mQTL colocalization: rs6032663, rs6065926 and rs2024568 of CD40 locus, rs9913597 of STAT3 locus, and rs887864 and rs741175 of CIITA locus. Moreover, synergistic mQTL and expression QTL signals were identified in CD40, suggesting gene expression alteration was likely induced by epigenetic changes. Web-based Cell-type Specific Enrichment Analysis of Genes (WebCSEA) indicated that the GRN was enriched in T follicular helper cells (P-value = 0.0016). Drug target enrichment analysis of annotations from the Therapeutic Target Database revealed the GRN was also enriched with drug target genes (P-value = 3.89 × 10-4), revealing repurposable candidates for MS treatment. These candidates included vorinostat (HDAC1 inhibitor) and sivelestat (ELANE inhibitor), which warrant further investigation.
Collapse
Affiliation(s)
- Astrid M Manuel
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX 77030, USA
| | - Yulin Dai
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX 77030, USA
| | - Peilin Jia
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX 77030, USA
| | - Leorah A Freeman
- Department of Neurology, Dell Medical School, The University of Texas, Austin, TX 78712, USA
| | - Zhongming Zhao
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center, Houston, TX 77030, USA
- Human Genetics Center, School of Public Health, The University of Texas Health Science Center, Houston, TX 77030, USA
| |
Collapse
|
18
|
Abdeladhim M, Karnell JL, Rieder SA. In or out of control: Modulating regulatory T cell homeostasis and function with immune checkpoint pathways. Front Immunol 2022; 13:1033705. [PMID: 36591244 PMCID: PMC9799097 DOI: 10.3389/fimmu.2022.1033705] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 11/16/2022] [Indexed: 12/16/2022] Open
Abstract
Regulatory T cells (Tregs) are the master regulators of immunity and they have been implicated in different disease states such as infection, autoimmunity and cancer. Since their discovery, many studies have focused on understanding Treg development, differentiation, and function. While there are many players in the generation and function of truly suppressive Tregs, the role of checkpoint pathways in these processes have been studied extensively. In this paper, we systematically review the role of different checkpoint pathways in Treg homeostasis and function. We describe how co-stimulatory and co-inhibitory pathways modulate Treg homeostasis and function and highlight data from mouse and human studies. Multiple checkpoint pathways are being targeted in cancer and autoimmunity; therefore, we share insights from the clinic and discuss the effect of experimental and approved therapeutics on Treg biology.
Collapse
|
19
|
Unger LW, Muckenhuber M, Mahr B, Schwarz C, Pilat N, Granofszky N, Regele H, Wekerle T. Chronic CD40L blockade is required for long-term cardiac allograft survival with a clinically relevant CTLA4-Ig dosing regimen. Front Immunol 2022; 13:1060576. [PMID: 36569922 PMCID: PMC9773869 DOI: 10.3389/fimmu.2022.1060576] [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: 10/03/2022] [Accepted: 11/17/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction In de-novo kidney transplantation, the CTLA4-Ig fusion protein belatacept is associated with improved graft function but also an increased risk of acute rejection compared to calcineurin inhibitor therapy. The combination with a second costimulation blocker could potentially improve outcome while avoiding calcineurin inhibitor toxicity. The aim of this study was to define the conditions under which the combination of CTLA4-Ig and CD40L blockade leads to rejection-free permanent graft survival in a stringent murine heart transplantation model. Methods Naïve wild-type or CD40L (CD154) knock-out mice received a fully mismatched BALB/c cardiac allograft. Selected induction and maintenance protocols for CTLA4-Ig and blocking αCD40L monoclonal antibodies (mAB) were investigated. Graft survival, rejection severity and donor-specific antibody (DSA) formation were assessed during a 100-day follow-up period. Results and Discussion Administering αCD40L mAb as monotherapy at the time of transplantation significantly prolonged heart allograft survival but did not further improve the outcome when given in addition to chronic CTLA4-Ig therapy (which prolongs graft survival to a median of 22 days). Likewise, chronic αCD40L mAb therapy (0.5mg) combined with perioperative CTLA4-Ig led to rejection in a proportion of mice and extensive histological damage, despite abrogating DSA formation. Only the permanent interruption of CD40-CD40L signaling by using CD40L-/- recipient mice or by chronic αCD40L administration synergized with chronic CTLA4-Ig to achieve long-term allograft survival with preserved histological graft integrity in all recipients without DSA formation. The combination of α-CD40L and CTLA4-Ig works most effectively when both therapeutics are administered chronically.
Collapse
Affiliation(s)
- Lukas W. Unger
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
- Department of General Surgery, Division of Visceral Surgery, Medical University of Vienna, Vienna, Austria
| | - Moritz Muckenhuber
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
| | - Benedikt Mahr
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
| | - Christoph Schwarz
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
- Department of General Surgery, Division of Visceral Surgery, Medical University of Vienna, Vienna, Austria
| | - Nina Pilat
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
| | - Nicolas Granofszky
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
| | - Heinz Regele
- Clinical Institute of Pathology, Medical University of Vienna, Vienna, Austria
| | - Thomas Wekerle
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
| |
Collapse
|
20
|
Dominelli F, Zingaropoli MA, Tartaglia M, Tortellini E, Guardiani M, Perri V, Pasculli P, Ciccone F, Malimpensa L, Baione V, Napoli A, Gaeta A, Lichtner M, Conte A, Mastroianni CM, Ciardi MR. Multiple sclerosis-disease modifying therapies affect humoral and T-cell response to mRNA COVID-19 vaccine. Front Immunol 2022; 13:1050183. [PMID: 36532061 PMCID: PMC9753571 DOI: 10.3389/fimmu.2022.1050183] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 11/14/2022] [Indexed: 12/04/2022] Open
Abstract
Background The mRNA vaccines help protect from COVID-19 severity, however multiple sclerosis (MS) disease modifying therapies (DMTs) might affect the development of humoral and T-cell specific response to vaccination. Methods The aim of the study was to evaluate humoral and specific T-cell response, as well as B-cell activation and survival factors, in people with MS (pwMS) under DMTs before (T0) and after two months (T1) from the third dose of vaccine, comparing the obtained findings to healthy donors (HD). All possible combinations of intracellular IFNγ, IL2 and TNFα T-cell production were evaluated, and T-cells were labelled "responding T-cells", those cells that produced at least one of the three cytokines of interest, and "triple positive T-cells", those cells that produced simultaneously all the three cytokines. Results The cross-sectional evaluation showed no significant differences in anti-S antibody titers between pwMS and HD at both time-points. In pwMS, lower percentages of responding T-cells at T0 (CD4: p=0.0165; CD8: p=0.0022) and triple positive T-cells at both time-points compared to HD were observed (at T0, CD4: p=0.0007 and CD8: p=0.0703; at T1, CD4: p=0.0422 and CD8: p=0.0535). At T0, pwMS showed higher plasma levels of APRIL, BAFF and CD40L compared to HD (p<0.0001, p<0.0001 and p<0.0001, respectively) and at T1, plasma levels of BAFF were still higher in pwMS compared to HD (p=0.0022).According to DMTs, at both T0 and T1, lower anti-S antibody titers in the depleting/sequestering-out compared to the enriching-in pwMS subgroup were found (p=0.0410 and p=0.0047, respectively) as well as lower percentages of responding CD4+ T-cells (CD4: p=0.0394 and p=0.0004, respectively). Moreover, the depleting/sequestering-out subgroup showed higher percentages of IFNγ-IL2-TNFα+ T-cells at both time-points, compared to the enriching-in subgroup in which a more heterogeneous cytokine profile was observed (at T0 CD4: p=0.0187; at T0 and T1 CD8: p =0.0007 and p =0.0077, respectively). Conclusion In pwMS, humoral and T-cell response to vaccination seems to be influenced by the different DMTs. pwMS under depleting/sequestering-out treatment can mount cellular responses even in the presence of a low positive humoral response, although the cellular response seems qualitatively inferior compared to HD. An understanding of T-cell quality dynamic is needed to determine the best vaccination strategy and in general the capability of immune response in pwMS under different DMT.
Collapse
Affiliation(s)
- Federica Dominelli
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| | - Maria Antonella Zingaropoli
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy,*Correspondence: Maria Antonella Zingaropoli,
| | - Matteo Tartaglia
- Department of Human Neurosciences, Multiple Sclerosis Centre, Sapienza, University of Rome, Rome, Italy
| | - Eeva Tortellini
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| | - Mariasilvia Guardiani
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| | - Valentina Perri
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| | - Patrizia Pasculli
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| | - Federica Ciccone
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| | - Leonardo Malimpensa
- Department of Human Neurosciences, Multiple Sclerosis Centre, Sapienza, University of Rome, Rome, Italy
| | - Viola Baione
- Department of Human Neurosciences, Multiple Sclerosis Centre, Sapienza, University of Rome, Rome, Italy
| | - Anna Napoli
- Department of Molecular medicine, Sapienza, University of Rome, Rome, Italy
| | - Aurelia Gaeta
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| | - Miriam Lichtner
- Infectious Diseases Unit, Santa Maria Goretti Hospital, Sapienza, University of Rome, Latina, Italy,Department of Neurosciences Mental Health and Sensory Organs, Sapienza University of Rome, Rome, Italy
| | - Antonella Conte
- Department of Human Neurosciences, Multiple Sclerosis Centre, Sapienza, University of Rome, Rome, Italy,Scientific Hospitalization and Treatment Institute, Neuromed Mediterranean Neurological Institute, Pozzilli, Italy
| | | | - Maria Rosa Ciardi
- Department of Public Health and Infectious diseases, Sapienza, University of Rome, Rome, Italy
| |
Collapse
|
21
|
Cui X, Xuan T, Chen S, Guo X. Causal associations between CD40/CD40L and aortic diseases: A mendelian randomization study. Front Genet 2022; 13:998525. [PMID: 36437950 PMCID: PMC9681816 DOI: 10.3389/fgene.2022.998525] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 10/28/2022] [Indexed: 09/08/2024] Open
Abstract
Background: CD40 and CD40L have been reported as associated with aortic dissection (AD) and aortic aneurysm (AA), but the causality of the associations has not been established yet. Methods: We conducted a two-sample Mendelian randomization (MR) study to assess the causal inference between CD40/CD40L and aortic diseases including AD and AA. The instrumental variables (IVs) for CD40 and CD40L were selected from a high-quality protein quantitative trait loci dataset released by a genomic study involving 30,931 individuals of European ancestry. The genome-wide association studies summary statistics for AD and AA were from the FinnGen Release 7, with 288638 controls for all outcomes of interests, 680 cases for AD and 6,092 cases for AA, also from European ancestry. For AA subtypes, there were 5,881 cases of thoracic AA (TAA) and 2,434 cases of abdominal AA (AAA) respectively. Inverse-variance weighted and Wald ratio were applied for calculating causal estimates. Horizontal pleiotropy and heterogeneity were assessed using MR-Egger regression analysis and Cochran Q test, respectively. Leave-one-out analyses were further performed. Results: Three single-nucleotide polymorphisms (SNPs) for CD40 and one SNP for CD40L were selected as IVs. We found genetic proxied CD40 levels inversely associated with the risk of AD (odds ratio [OR]: 0.777, 95% confidence interval [CI]: 0.618-0.978, p = 0.031) and AA (OR: 0.905, 95% CI: 0.837-0.978, p = 0.012), consistent across TAA (both p < 0.050). There were trends of increased risks of AD and AA in the presence of CD40L while not reaching statistical significance. No significant horizontal pleiotropy or heterogeneity was observed. Conclusion: Our MR study provides evidence supporting the causal association between CD40 and the reduced risks of both AD and AA.
Collapse
Affiliation(s)
- Xiao Cui
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Tianming Xuan
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Siyuan Chen
- Graduate School, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaogang Guo
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| |
Collapse
|
22
|
Strohm L, Ubbens H, Münzel T, Daiber A, Daub S. Role of CD40(L)-TRAF signaling in inflammation and resolution-a double-edged sword. Front Pharmacol 2022; 13:995061. [PMID: 36267276 PMCID: PMC9577411 DOI: 10.3389/fphar.2022.995061] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 09/12/2022] [Indexed: 11/26/2022] Open
Abstract
Cardiovascular diseases (CVD) and cardiovascular risk factors are the leading cause of death in the world today. According to the Global Burden of Disease Study, hypertension together with ischemic heart and cerebrovascular diseases is responsible for approximately 40% of all deaths worldwide. The major pathomechanism underlying almost all CVD is atherosclerosis, an inflammatory disorder of the vascular system. Recent large-scale clinical trials demonstrated that inflammation itself is an independent cardiovascular risk factor. Specific anti-inflammatory therapy could decrease cardiovascular mortality in patients with atherosclerosis (increased markers of inflammation). Inflammation, however, can also be beneficial by conferring so-called resolution, a process that contributes to clearing damaged tissue from cell debris upon cell death and thereby represents an essential step for recovery from, e.g., ischemia/reperfusion damage. Based on these considerations, the present review highlights features of the detrimental inflammatory reactions as well as of the beneficial process of immune cell-triggered resolution. In this context, we discuss the polarization of macrophages to either M1 or M2 phenotype and critically assess the role of the CD40L-CD40-TRAF signaling cascade in atherosclerosis and its potential link to resolution. As CD40L can bind to different cellular receptors, it can initiate a broad range of inflammatory processes that may be detrimental or beneficial. Likewise, the signaling of CD40L downstream of CD40 is mainly determined by activation of TRAF1-6 pathways that again can be detrimental or beneficial. Accordingly, CD40(L)-based therapies may be Janus-faced and require sophisticated fine-tuning in order to promote cardioprotection.
Collapse
Affiliation(s)
- Lea Strohm
- Department of Cardiology, Cardiology I—Laboratory of Molecular Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Henning Ubbens
- Department of Cardiology, Cardiology I—Laboratory of Molecular Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Thomas Münzel
- Department of Cardiology, Cardiology I—Laboratory of Molecular Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany
| | - Andreas Daiber
- Department of Cardiology, Cardiology I—Laboratory of Molecular Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Germany
| | - Steffen Daub
- Department of Cardiology, Cardiology I—Laboratory of Molecular Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| |
Collapse
|
23
|
Abstract
PURPOSE OF REVIEW To discuss recent changes in the multiple sclerosis (MS) treatment algorithm and to present therapies currently in MS clinical trials. RECENT FINDINGS High efficacy disease modifying therapies are optimally beneficial when used in the early, inflammatory phase of MS. Bruton's tyrosine kinase has emerged as an important therapeutic target for both relapsing and progressive forms of MS. Multiple therapies targeting remyelination failed to provide conclusive evidence of broad therapeutic benefit; however, more targeted approaches offer hope that myelin repair might be achieved resulting in specific clinical improvements. Strategies targeting chronic Epstein-Barr virus infection and dysbiosis of the gut microbiome are the first to link microbial risk factors for MS and therapeutic interventions. SUMMARY A striking number of diverse treatments under investigation bodes well for development of better and more effective therapies in MS.
Collapse
|
24
|
Yang J, Hamade M, Wu Q, Wang Q, Axtell R, Giri S, Mao-Draayer Y. Current and Future Biomarkers in Multiple Sclerosis. Int J Mol Sci 2022; 23:ijms23115877. [PMID: 35682558 PMCID: PMC9180348 DOI: 10.3390/ijms23115877] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 05/06/2022] [Accepted: 05/08/2022] [Indexed: 12/14/2022] Open
Abstract
Multiple sclerosis (MS) is a debilitating autoimmune disorder. Currently, there is a lack of effective treatment for the progressive form of MS, partly due to insensitive readout for neurodegeneration. The recent development of sensitive assays for neurofilament light chain (NfL) has made it a potential new biomarker in predicting MS disease activity and progression, providing an additional readout in clinical trials. However, NfL is elevated in other neurodegenerative disorders besides MS, and, furthermore, it is also confounded by age, body mass index (BMI), and blood volume. Additionally, there is considerable overlap in the range of serum NfL (sNfL) levels compared to healthy controls. These confounders demonstrate the limitations of using solely NfL as a marker to monitor disease activity in MS patients. Other blood and cerebrospinal fluid (CSF) biomarkers of axonal damage, neuronal damage, glial dysfunction, demyelination, and inflammation have been studied as actionable biomarkers for MS and have provided insight into the pathology underlying the disease process of MS. However, these other biomarkers may be plagued with similar issues as NfL. Using biomarkers of a bioinformatic approach that includes cellular studies, micro-RNAs (miRNAs), extracellular vesicles (EVs), metabolomics, metabolites and the microbiome may prove to be useful in developing a more comprehensive panel that addresses the limitations of using a single biomarker. Therefore, more research with recent technological and statistical approaches is needed to identify novel and useful diagnostic and prognostic biomarker tools in MS.
Collapse
Affiliation(s)
- Jennifer Yang
- Department of Neurology, Clinical Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI 48109, USA; (J.Y.); (M.H.); (Q.W.); (Q.W.)
| | - Maysa Hamade
- Department of Neurology, Clinical Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI 48109, USA; (J.Y.); (M.H.); (Q.W.); (Q.W.)
| | - Qi Wu
- Department of Neurology, Clinical Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI 48109, USA; (J.Y.); (M.H.); (Q.W.); (Q.W.)
| | - Qin Wang
- Department of Neurology, Clinical Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI 48109, USA; (J.Y.); (M.H.); (Q.W.); (Q.W.)
| | - Robert Axtell
- Department of Arthritis and Clinical Immunology Research, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA;
| | - Shailendra Giri
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202, USA;
| | - Yang Mao-Draayer
- Department of Neurology, Clinical Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI 48109, USA; (J.Y.); (M.H.); (Q.W.); (Q.W.)
- Graduate Program in Immunology, Program in Biomedical Sciences, University of Michigan Medical School, Ann Arbor, MI 48109, USA
- Correspondence: ; Tel.: +1-734-615-5635
| |
Collapse
|
25
|
Mou L, Shi G, Cooper DK, Lu Y, Chen J, Zhu S, Deng J, Huang Y, Ni Y, Zhan Y, Cai Z, Pu Z. Current Topics of Relevance to the Xenotransplantation of Free Pig Islets. Front Immunol 2022; 13:854883. [PMID: 35432379 PMCID: PMC9010617 DOI: 10.3389/fimmu.2022.854883] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 03/14/2022] [Indexed: 11/13/2022] Open
Abstract
Pig islet xenotransplantation is a potential treatment for patients with type 1 diabetes. Current efforts are focused on identifying the optimal pig islet source and overcoming the immunological barrier. The optimal age of the pig donors remains controversial since both adult and neonatal pig islets have advantages. Isolation of adult islets using GMP grade collagenase has significantly improved the quantity and quality of adult islets, but neonatal islets can be isolated at a much lower cost. Certain culture media and coculture with mesenchymal stromal cells facilitate neonatal islet maturation and function. Genetic modification in pigs affords a promising strategy to prevent rejection. Deletion of expression of the three known carbohydrate xenoantigens (Gal, Neu5Gc, Sda) will certainly be beneficial in pig organ transplantation in humans, but this is not yet proven in islet transplantation, though the challenge of the '4th xenoantigen' may prove problematic in nonhuman primate models. Blockade of the CD40/CD154 costimulation pathway leads to long-term islet graft survival (of up to 965 days). Anti-CD40mAbs have already been applied in phase II clinical trials of islet allotransplantation. Fc region-modified anti-CD154mAbs successfully prevent the thrombotic complications reported previously. In this review, we discuss (I) the optimal age of the islet-source pig, (ii) progress in genetic modification of pigs, (iii) the immunosuppressive regimen for pig islet xenotransplantation, and (iv) the reduction in the instant blood-mediated inflammatory reaction.
Collapse
Affiliation(s)
- Lisha Mou
- Department of Hepatopancreatobiliary Surgery, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
- Shenzhen Xenotransplantation Medical Engineering Research and Development Center, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Guanghan Shi
- Department of Hepatopancreatobiliary Surgery, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
- Faculty of Arts and Science, University of Toronto, Toronto, ON, Canada
| | - David K.C. Cooper
- Center for Transplantation Sciences, Department of Surgery, Massachusetts General Hospital, Boston, MA, United States
| | - Ying Lu
- Shenzhen Xenotransplantation Medical Engineering Research and Development Center, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Jiao Chen
- Shenzhen Xenotransplantation Medical Engineering Research and Development Center, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Shufang Zhu
- Shenzhen Xenotransplantation Medical Engineering Research and Development Center, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Jing Deng
- Shenzhen Xenotransplantation Medical Engineering Research and Development Center, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Yuanyuan Huang
- Department of Life Science, Bellevue College, Bellevue, WA, United States
| | - Yong Ni
- Department of Hepatopancreatobiliary Surgery, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Yongqiang Zhan
- Department of Hepatopancreatobiliary Surgery, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Zhiming Cai
- Shenzhen Xenotransplantation Medical Engineering Research and Development Center, Shenzhen Institute of Translational Medicine, Health Science Center, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| | - Zuhui Pu
- Imaging Department, Shenzhen Institute of Translational Medicine, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
| |
Collapse
|
26
|
Arjomandnejad M, Keeler AM. Evaluating Readministration of Adeno-Associated Virus for Gene Therapy. Hum Gene Ther 2022; 33:218-220. [PMID: 35294310 DOI: 10.1089/hum.2022.29204.mar] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
| | - Allison M Keeler
- Horae Gene Therapy Center.,Department of Pediatrics, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.,Department of NeuroNexus Institute, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| |
Collapse
|
27
|
Wu Q, Wang Q, Yang J, Martens JW, Mills EA, Saad A, Chilukuri P, Dowling CA, Mao-Draayer Y. Elevated sCD40L in Secondary Progressive Multiple Sclerosis in Comparison to Non-progressive Benign and Relapsing Remitting Multiple Sclerosis. J Cent Nerv Syst Dis 2021; 13:11795735211050712. [PMID: 34720605 PMCID: PMC8552403 DOI: 10.1177/11795735211050712] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 09/03/2021] [Indexed: 01/01/2023] Open
Abstract
Background The long-term prognosis of relapsing-remitting multiple sclerosis (RRMS) is usually unfavorable as most patients transition to secondary progressive multiple sclerosis (SPMS) with accumulative disability. A rare form of non-progressive multiple sclerosis (MS) also exists, known as benign MS (BMS or NPMS), which lacks disease progression defined as Expanded Disability Status Scale (EDSS) ≤3 after 15 years of disease onset without treatment. Purpose Our study aims to identify soluble plasma factors predicting disease progression in multiple sclerosis (MS). Research Design and Study Sample We utilized Luminex multiplex to analyze plasma levels of 33 soluble factors, comparing 32 SPMS patients to age-, sex-, and disease duration-matched non-progressive BMS patients, as well as to RRMS patients and healthy controls. Results Plasma levels of EGF, sCD40L, MCP1/CCL2, fractalkine/CX3CL1, IL-13, Eotaxin, TNFβ/LTα, and IL-12p40 were significantly different between the various types of MS. Plasma sCD40L was significantly elevated in SPMS compared to BMS and RRMS. The combination of MCP1/CCL2 and sCD40L discriminated between RRMS and SPMS. MCP1/CCL2 was found to be the most effective classifier between BMS and RRMS, while BMS was most effectively distinguished from SPMS by the combination of sCD40L and IFNγ levels. Conclusions These differences may facilitate personalized precision medicine and aid in the discovery of new therapeutic targets for disease progression through the improvement of patient stratification.
Collapse
Affiliation(s)
- Qi Wu
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Qin Wang
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Jennifer Yang
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Jacob Ws Martens
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA.,Graduate Program in Immunology, Program in Biomedical Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Elizabeth A Mills
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Aiya Saad
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Pavani Chilukuri
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Catherine A Dowling
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Yang Mao-Draayer
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.,Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, USA.,Graduate Program in Immunology, Program in Biomedical Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
| |
Collapse
|