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Yang F, Zhao LY, Yang WQ, Chao S, Ling ZX, Sun BY, Wei LP, Zhang LJ, Yu LM, Cai GY. Quantitative proteomics and multi-omics analysis identifies potential biomarkers and the underlying pathological molecular networks in Chinese patients with multiple sclerosis. BMC Neurol 2024; 24:423. [PMID: 39478468 PMCID: PMC11526627 DOI: 10.1186/s12883-024-03926-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 10/21/2024] [Indexed: 11/02/2024] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disorder caused by chronic inflammatory reactions in the central nervous system. Currently, little is known about the changes of plasma proteomic profiles in Chinese patients with MS (CpwMS) and its relationship with the altered profiles of multi-omics such as metabolomics and gut microbiome, as well as potential molecular networks that underlie the etiology of MS. To uncover the characteristics of proteomics landscape and potential multi-omics interaction networks in CpwMS, Plasma samples were collected from 22 CpwMS and 22 healthy controls (HCs) and analyzed using a Tandem Mass Tag (TMT)-based quantitative proteomics approach. Our results showed that the plasma proteomics pattern was significantly different in CpwMS compared to HCs. A total of 90 differentially expressed proteins (DEPs), such as LAMP1 and FCG2A, were identified in CpwMS plasma comparing to HCs. Furthermore, we also observed extensive and significant correlations between the altered proteomic profiles and the changes of metabolome, gut microbiome, as well as altered immunoinflammatory responses in MS-affected patients. For instance, the level of LAMP1 and ERN1 were significantly and positively correlated with the concentrations of metabolite L-glutamic acid and pro-inflammatory factor IL-17 (Padj < 0.05). However, they were negatively correlated with the amounts of other metabolites such as L-tyrosine and sphingosine 1-phosphate, as well as the concentrations of IL-8 and MIP-1α. This study outlined the underlying multi-omics integrated mechanisms that might regulate peripheral immunoinflammatory responses and MS progression. These findings are potentially helpful for developing new assisting diagnostic biomarker and therapeutic strategies for MS.
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Affiliation(s)
- Fan Yang
- Lishui Key Laboratory of Brain Health and Severe Brain Disorders, Department of Rehabilitation & Clinical Laboratory, Lishui Second People's Hospital, Lishui, China.
- Key Laboratory of Cell Engineering in Guizhou Province, Affiliated Hospital of Zunyi Medical University, Zunyi, China.
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China.
| | - Long-You Zhao
- Lishui Key Laboratory of Brain Health and Severe Brain Disorders, Department of Rehabilitation & Clinical Laboratory, Lishui Second People's Hospital, Lishui, China
| | - Wen-Qi Yang
- Department of Clinical Laboratory & Gastrointestinal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Shan Chao
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China
| | - Zong-Xin Ling
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Bo-Yao Sun
- Department of Clinical Laboratory & Gastrointestinal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Li-Ping Wei
- Department of Clinical Laboratory & Gastrointestinal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Li-Juan Zhang
- Lishui Key Laboratory of Brain Health and Severe Brain Disorders, Department of Rehabilitation & Clinical Laboratory, Lishui Second People's Hospital, Lishui, China
| | - Li-Mei Yu
- Key Laboratory of Cell Engineering in Guizhou Province, Affiliated Hospital of Zunyi Medical University, Zunyi, China.
| | - Guang-Yong Cai
- Lishui Key Laboratory of Brain Health and Severe Brain Disorders, Department of Rehabilitation & Clinical Laboratory, Lishui Second People's Hospital, Lishui, China.
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Bravo-Miana RDC, Arizaga-Echebarria JK, Otaegui D. Central nervous system-derived extracellular vesicles: the next generation of neural circulating biomarkers? Transl Neurodegener 2024; 13:32. [PMID: 38898538 PMCID: PMC11186231 DOI: 10.1186/s40035-024-00418-9] [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: 09/15/2023] [Accepted: 04/29/2024] [Indexed: 06/21/2024] Open
Abstract
The central nervous system (CNS) is integrated by glial and neuronal cells, and both release extracellular vesicles (EVs) that participate in CNS homeostasis. EVs could be one of the best candidates to operate as nanosized biological platforms for analysing multidimensional bioactive cargos, which are protected during systemic circulation of EVs. Having a window into the molecular level processes that are happening in the CNS could open a new avenue in CNS research. This raises a particular point of interest: can CNS-derived EVs in blood serve as circulating biomarkers that reflect the pathological status of neurological diseases? L1 cell adhesion molecule (L1CAM) is a widely reported biomarker to identify CNS-derived EVs in peripheral blood. However, it has been demonstrated that L1CAM is also expressed outside the CNS. Given that principal data related to neurodegenerative diseases, such as multiple sclerosis, amyotrophic lateral sclerosis, Parkinson's disease and Alzheimer's disease were obtained using L1CAM-positive EVs, efforts to overcome present challenges related to its specificity are required. In this sense, other surface biomarkers for CNS-derived EVs, such as glutamate aspartate transporter (GLAST) and myelin oligodendrocyte glycoprotein (MOG), among others, have started to be used. Establishing a panel of EV biomarkers to analyse CNS-derived EVs in blood could increase the specificity and sensitivity necessary for these types of studies. This review covers the main evidence related to CNS-derived EVs in cerebrospinal fluid and blood samples of patients with neurological diseases, focusing on the reported biomarkers and the technical possibilities for their isolation. EVs are emerging as a mirror of brain physiopathology, reflecting both localized and systemic changes. Therefore, when the technical hindrances for EV research and clinical applications are overcome, novel disease-specific panels of EV biomarkers would be discovered to facilitate transformation from traditional medicine to personalized medicine.
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Affiliation(s)
- Rocío Del Carmen Bravo-Miana
- Multiple Sclerosis Group, Neuroscience Area, Biodonostia Health Research Institute, San Sebastián, 20014, Spain.
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, 28029, Spain.
| | - Jone Karmele Arizaga-Echebarria
- Multiple Sclerosis Group, Neuroscience Area, Biodonostia Health Research Institute, San Sebastián, 20014, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, 28029, Spain
| | - David Otaegui
- Multiple Sclerosis Group, Neuroscience Area, Biodonostia Health Research Institute, San Sebastián, 20014, Spain.
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, 28029, Spain.
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Gomes Moreira D, Jan A. A beginner's guide into curated analyses of open access datasets for biomarker discovery in neurodegeneration. Sci Data 2023; 10:432. [PMID: 37414779 PMCID: PMC10325954 DOI: 10.1038/s41597-023-02338-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 06/27/2023] [Indexed: 07/08/2023] Open
Abstract
The discovery of surrogate biomarkers reflecting neuronal dysfunction in neurodegenerative diseases (NDDs) remains an active area of research. To boost these efforts, we demonstrate the utility of publicly available datasets for probing the pathogenic relevance of candidate markers in NDDs. As a starting point, we introduce the readers to several open access resources, which contain gene expression profiles and proteomics datasets from patient studies in common NDDs, including proteomics analyses of cerebrospinal fluid (CSF). Then, we illustrate the method for curated gene expression analyses across select brain regions from four cohorts of Parkinson disease patients (and from one study in common NDDs), probing glutathione biogenesis, calcium signaling and autophagy. These data are complemented by findings of select markers in CSF-based studies in NDDs. Additionally, we enclose several annotated microarray studies, and summarize reports on CSF proteomics across the NDDs, which the readers can utilize for translational purposes. We anticipate that this "beginner's guide" will benefit the research community in NDDs, and would serve as a useful educational tool.
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Affiliation(s)
- Diana Gomes Moreira
- Department of Clinical Medicine, Palle Juul-Jensens Boulevard 165, DK-8200, Aarhus N, Denmark
| | - Asad Jan
- Department of Biomedicine, Aarhus University, Høegh-Guldbergs Gade 10, DK-8000, Aarhus C, Denmark.
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Jia T, Ma Y, Qin F, Han F, Zhang C. Brain proteome-wide association study linking-genes in multiple sclerosis pathogenesis. Ann Clin Transl Neurol 2022; 10:58-69. [PMID: 36475386 PMCID: PMC9852387 DOI: 10.1002/acn3.51699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 10/28/2022] [Accepted: 11/02/2022] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES To identify genes that confer MS risk via the alteration of cis-regulated protein abundance and verify their aberrant expression in human brain. METHODS Utilizing a two-stage proteome-wide association study (PWAS) design, MS GWAS data (N = 41,505) was respectively integrated with two distinct human brain proteomes from the dorsolateral prefrontal cortex, including ROSMAP (N = 376) in the discovery stage and Banner (N = 152) in the confirmation stage. In the following, Bayesian colocalization analysis was conducted for GWAS and protein quantitative trait loci signals to prioritize candidate genes. Differential expression analysis was then used to verify the dysregulation of risk genes in white matter and gray matter for evidence at the transcription level. RESULTS A total of 51 genes whose protein abundance had association with the MS risk were identified, of which 18 genes overlapped in the discovery and confirmation PWAS. Bayesian colocalization indicated six causal genes with genetic risk variants for the MS risk. The differential expression analysis of SHMT1 (PFDR = 4.82 × 10-2 ), FAM120B (PFDR = 8.13 × 10-4 ) in white matter and ICA1L (PFDR = 3.44 × 10-2 ) in gray matter confirmed the dysregulation at the transcription level. Further investigation of expression found SHMT1 significantly up-regulated in white matter lesion, and FAM120B up-regulated in both white matter lesion and normal appearing white matter. ICA1L was down-regulated in both gray matter lesion and normal appearing gray matter. INTERPRETATION Dysregulation of SHMT1, FAM120B and ICA1L may confer MS risk. Our findings shed new light on the pathogenesis of MS and prioritized promising targets for future therapy research.
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Affiliation(s)
- Tingting Jia
- Mental Health Center and Psychiatric Laboratory, the State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Yanni Ma
- Mental Health Center and Psychiatric Laboratory, the State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Fengqin Qin
- Department of Neurologythe 3rd Affiliated Hospital of Chengdu Medical CollegeChengduSichuanChina
| | - Feng Han
- Department of Emergency MedicineHainan General Hospital, Hainan Affiliated Hospital of Hainan Medical UniversityHaikouChina
| | - Chengcheng Zhang
- Mental Health Center and Psychiatric Laboratory, the State Key Laboratory of BiotherapyWest China Hospital of Sichuan UniversityChengduSichuanChina
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Lebas H, Guérit S, Picot A, Boulay AC, Fournier A, Vivien D, Cohen Salmon M, Docagne F, Bardou I. PAI-1 production by reactive astrocytes drives tissue dysfibrinolysis in multiple sclerosis models. Cell Mol Life Sci 2022; 79:323. [PMID: 35633384 PMCID: PMC11072877 DOI: 10.1007/s00018-022-04340-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 04/04/2022] [Accepted: 04/29/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND In multiple sclerosis (MS), disturbance of the plasminogen activation system (PAS) and blood brain barrier (BBB) disruption are physiopathological processes that might lead to an abnormal fibrin(ogen) extravasation into the parenchyma. Fibrin(ogen) deposits, usually degraded by the PAS, promote an autoimmune response and subsequent demyelination. However, the PAS disruption is not well understood and not fully characterized in this disorder. METHODS Here, we characterized the expression of PAS actors during different stages of two mouse models of MS (experimental autoimmune encephalomyelitis-EAE), in the central nervous system (CNS) by quantitative RT-PCR, immunohistofluorescence and fluorescent in situ hybridization (FISH). Thanks to constitutive PAI-1 knockout mice (PAI-1 KO) and an immunotherapy using a blocking PAI-1 antibody, we evaluated the role of PAI-1 in EAE models and its impact on physiopathological processes such as fibrin(ogen) deposits, lymphocyte infiltration and demyelination. RESULTS We report a striking overexpression of PAI-1 in reactive astrocytes during symptomatic phases, in two EAE mouse models of MS. This increase is concomitant with lymphocyte infiltration and fibrin(ogen) deposits in CNS parenchyma. By genetic invalidation of PAI-1 in mice and immunotherapy using a blocking PAI-1 antibody, we demonstrate that abolition of PAI-1 reduces the severity of EAE and occurrence of relapses in two EAE models. These benefits are correlated with a decrease in fibrin(ogen) deposits, infiltration of T4 lymphocytes, reactive astrogliosis, demyelination and axonal damage. CONCLUSION These results demonstrate that a deleterious overexpression of PAI-1 by reactive astrocytes leads to intra-parenchymal dysfibrinolysis in MS models and anti-PAI-1 strategies could be a new therapeutic perspective for MS.
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Affiliation(s)
- Héloïse Lebas
- Normandie Univ, UNICAEN, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), GIP Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), 14000, Caen, France
| | - Sylvaine Guérit
- Normandie Univ, UNICAEN, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), GIP Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), 14000, Caen, France
| | - Audrey Picot
- Normandie Univ, UNICAEN, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), GIP Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), 14000, Caen, France
| | - Anne Cécile Boulay
- Collège de France, Center for Interdisciplinary Research in Biology (CIRB)/Centre National de la Recherche Scientifique CNRS, Unité Mixte de Recherche 7241/Institut National de la Santé et de la Recherche Médicale INSERM, U1050/75231, Paris CEDEX 05, France
| | - Antoine Fournier
- Normandie Univ, UNICAEN, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), GIP Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), 14000, Caen, France
| | - Denis Vivien
- Normandie Univ, UNICAEN, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), GIP Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), 14000, Caen, France
- Department of Clinical Research, Caen University Hospital, CHU Caen, Caen, France
| | - Martine Cohen Salmon
- Collège de France, Center for Interdisciplinary Research in Biology (CIRB)/Centre National de la Recherche Scientifique CNRS, Unité Mixte de Recherche 7241/Institut National de la Santé et de la Recherche Médicale INSERM, U1050/75231, Paris CEDEX 05, France
| | - Fabian Docagne
- Normandie Univ, UNICAEN, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), GIP Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), 14000, Caen, France
- Département de l'information scientifique et de la communication (DISC), INSERM, 75654, Paris cedex 13, France
| | - Isabelle Bardou
- Normandie Univ, UNICAEN, INSERM UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), GIP Cyceron, Institut Blood and Brain @ Caen-Normandie (BB@C), 14000, Caen, France.
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Biernacki T, Kokas Z, Sandi D, Füvesi J, Fricska-Nagy Z, Faragó P, Kincses TZ, Klivényi P, Bencsik K, Vécsei L. Emerging Biomarkers of Multiple Sclerosis in the Blood and the CSF: A Focus on Neurofilaments and Therapeutic Considerations. Int J Mol Sci 2022; 23:ijms23063383. [PMID: 35328802 PMCID: PMC8951485 DOI: 10.3390/ijms23063383] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/12/2022] [Accepted: 03/17/2022] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Multiple Sclerosis (MS) is the most common immune-mediated chronic neurodegenerative disease of the central nervous system (CNS) affecting young people. This is due to the permanent disability, cognitive impairment, and the enormous detrimental impact MS can exert on a patient's health-related quality of life. It is of great importance to recognise it in time and commence adequate treatment at an early stage. The currently used disease-modifying therapies (DMT) aim to reduce disease activity and thus halt disability development, which in current clinical practice are monitored by clinical and imaging parameters but not by biomarkers found in blood and/or the cerebrospinal fluid (CSF). Both clinical and radiological measures routinely used to monitor disease activity lack information on the fundamental pathophysiological features and mechanisms of MS. Furthermore, they lag behind the disease process itself. By the time a clinical relapse becomes evident or a new lesion appears on the MRI scan, potentially irreversible damage has already occurred in the CNS. In recent years, several biomarkers that previously have been linked to other neurological and immunological diseases have received increased attention in MS. Additionally, other novel, potential biomarkers with prognostic and diagnostic properties have been detected in the CSF and blood of MS patients. AREAS COVERED In this review, we summarise the most up-to-date knowledge and research conducted on the already known and most promising new biomarker candidates found in the CSF and blood of MS patients. DISCUSSION the current diagnostic criteria of MS relies on three pillars: MRI imaging, clinical events, and the presence of oligoclonal bands in the CSF (which was reinstated into the diagnostic criteria by the most recent revision). Even though the most recent McDonald criteria made the diagnosis of MS faster than the prior iteration, it is still not an infallible diagnostic toolset, especially at the very early stage of the clinically isolated syndrome. Together with the gold standard MRI and clinical measures, ancillary blood and CSF biomarkers may not just improve diagnostic accuracy and speed but very well may become agents to monitor therapeutic efficacy and make even more personalised treatment in MS a reality in the near future. The major disadvantage of these biomarkers in the past has been the need to obtain CSF to measure them. However, the recent advances in extremely sensitive immunoassays made their measurement possible from peripheral blood even when present only in minuscule concentrations. This should mark the beginning of a new biomarker research and utilisation era in MS.
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Affiliation(s)
- Tamás Biernacki
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - Zsófia Kokas
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - Dániel Sandi
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - Judit Füvesi
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - Zsanett Fricska-Nagy
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - Péter Faragó
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - Tamás Zsigmond Kincses
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
- Albert Szent-Györgyi Clinical Centre, Department of Radiology, Albert Szent-Györgyi Faculty of Medicine, University of Szeged, 6725 Szeged, Hungary
| | - Péter Klivényi
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - Krisztina Bencsik
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
| | - László Vécsei
- Albert Szent-Györgyi Clinical Centre, Department of Neurology, Faculty of General Medicine, University of Szeged, 6725 Szeged, Hungary; (T.B.); (Z.K.); (D.S.); (J.F.); (Z.F.-N.); (P.F.); (T.Z.K.); (P.K.); (K.B.)
- MTA-SZTE Neuroscience Research Group, University of Szeged, 6725 Szeged, Hungary
- Correspondence: ; Tel.: +36-62-545-356; Fax: +36-62-545-597
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A proposal: How to study pro-myelinating proteins in MS. Autoimmun Rev 2021; 21:102924. [PMID: 34416371 DOI: 10.1016/j.autrev.2021.102924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 08/14/2021] [Indexed: 12/15/2022]
Abstract
Multiple sclerosis (MS) is an inflammatory and degenerative disease of the CNS. An unmet need in MS is repair i.e.,promoting endogenous regeneration and remyelination after demyelinating inflammatory injury. Remyelination is critical in neuronal preservation and the prevention of clinical progression. There is a good deal of evidence for histological repair and remyelination in MS patients. Repair is driven by several prominent endogenous pro-myelinating proteinsincluding neural cellular adhesion molecule (N-CAM) and brain derived neurotrophic factor (BDNF) among others. To follow changes during acute re-myelination in vivo in MS subjects, non conventional MRI techniques are necessary such as quantitative susceptibility mapping (QSM) that detects the release of Fe from dying oligodendroglial cells and myelin water imaging (MWI) that detects water captured within newly formed myelin. The best time to monitor changes in pro-myelinating proteins and link those changes to imaging evolution is immediately after the acute inflammatory response in MS lesions (gadolinium enhancement [Gd+]) during an intense period of remyelination. We can monitor MS subjects with new Gd + lesions with periodic imaging along with sampling of blood and CSF and determine if myelin formation is linked with increases in pro-myelinating proteins. This would lead to potential therapeutic manipulation with directly administered proteins to promote CNS re-myelination in animal models and in early clinical trials.
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Proteomics of Multiple Sclerosis: Inherent Issues in Defining the Pathoetiology and Identifying (Early) Biomarkers. Int J Mol Sci 2021; 22:ijms22147377. [PMID: 34298997 PMCID: PMC8306353 DOI: 10.3390/ijms22147377] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 06/25/2021] [Accepted: 06/29/2021] [Indexed: 02/06/2023] Open
Abstract
Multiple Sclerosis (MS) is a demyelinating disease of the human central nervous system having an unconfirmed pathoetiology. Although animal models are used to mimic the pathology and clinical symptoms, no single model successfully replicates the full complexity of MS from its initial clinical identification through disease progression. Most importantly, a lack of preclinical biomarkers is hampering the earliest possible diagnosis and treatment. Notably, the development of rationally targeted therapeutics enabling pre-emptive treatment to halt the disease is also delayed without such biomarkers. Using literature mining and bioinformatic analyses, this review assessed the available proteomic studies of MS patients and animal models to discern (1) whether the models effectively mimic MS; and (2) whether reasonable biomarker candidates have been identified. The implication and necessity of assessing proteoforms and the critical importance of this to identifying rational biomarkers are discussed. Moreover, the challenges of using different proteomic analytical approaches and biological samples are also addressed.
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Oveland E, Ahmad I, Lereim RR, Kroksveen AC, Barsnes H, Guldbrandsen A, Myhr KM, Bø L, Berven FS, Wergeland S. Cuprizone and EAE mouse frontal cortex proteomics revealed proteins altered in multiple sclerosis. Sci Rep 2021; 11:7174. [PMID: 33785790 PMCID: PMC8010076 DOI: 10.1038/s41598-021-86191-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 02/19/2021] [Indexed: 02/06/2023] Open
Abstract
Two pathophysiological different experimental models for multiple sclerosis were analyzed in parallel using quantitative proteomics in attempts to discover protein alterations applicable as diagnostic-, prognostic-, or treatment targets in human disease. The cuprizone model reflects de- and remyelination in multiple sclerosis, and the experimental autoimmune encephalomyelitis (EAE, MOG1-125) immune-mediated events. The frontal cortex, peripheral to severely inflicted areas in the CNS, was dissected and analyzed. The frontal cortex had previously not been characterized by proteomics at different disease stages, and novel protein alterations involved in protecting healthy tissue and assisting repair of inflicted areas might be discovered. Using TMT-labelling and mass spectrometry, 1871 of the proteins quantified overlapped between the two experimental models, and the fold change compared to controls was verified using label-free proteomics. Few similarities in frontal cortex between the two disease models were observed when regulated proteins and signaling pathways were compared. Legumain and C1Q complement proteins were among the most upregulated proteins in cuprizone and hemopexin in the EAE model. Immunohistochemistry showed that legumain expression in post-mortem multiple sclerosis brain tissue (n = 19) was significantly higher in the center and at the edge of white matter active and chronic active lesions. Legumain was associated with increased lesion activity and might be valuable as a drug target using specific inhibitors as already suggested for Parkinson's and Alzheimer's disease. Cerebrospinal fluid levels of legumain, C1q and hemopexin were not significantly different between multiple sclerosis patients, other neurological diseases, or healthy controls.
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Affiliation(s)
- Eystein Oveland
- Proteomics Unit, Department of Biomedicine, University of Bergen (PROBE), Bergen, Norway
| | - Intakhar Ahmad
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Department of Neurology, Norwegian Multiple Sclerosis Competence Centre, Haukeland University Hospital, Jonas Lies vei 65, 5021, Bergen, Norway
| | - Ragnhild Reehorst Lereim
- Proteomics Unit, Department of Biomedicine, University of Bergen (PROBE), Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Ann Cathrine Kroksveen
- Proteomics Unit, Department of Biomedicine, University of Bergen (PROBE), Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Harald Barsnes
- Proteomics Unit, Department of Biomedicine, University of Bergen (PROBE), Bergen, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Astrid Guldbrandsen
- Proteomics Unit, Department of Biomedicine, University of Bergen (PROBE), Bergen, Norway
- Department of Neurology, Norwegian Multiple Sclerosis Competence Centre, Haukeland University Hospital, Jonas Lies vei 65, 5021, Bergen, Norway
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway
| | - Kjell-Morten Myhr
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Lars Bø
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Department of Neurology, Norwegian Multiple Sclerosis Competence Centre, Haukeland University Hospital, Jonas Lies vei 65, 5021, Bergen, Norway
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Frode S Berven
- Proteomics Unit, Department of Biomedicine, University of Bergen (PROBE), Bergen, Norway
- Department of Neurology, Norwegian Multiple Sclerosis Competence Centre, Haukeland University Hospital, Jonas Lies vei 65, 5021, Bergen, Norway
| | - Stig Wergeland
- Department of Neurology, Norwegian Multiple Sclerosis Competence Centre, Haukeland University Hospital, Jonas Lies vei 65, 5021, Bergen, Norway.
- Neuro-SysMed, Department of Neurology, Haukeland University Hospital, Bergen, Norway.
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10
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Krull AA, Setter DO, Gendron TF, Hrstka SCL, Polzin MJ, Hart J, Dudakovic A, Madigan NN, Dietz AB, Windebank AJ, van Wijnen AJ, Staff NP. Alterations of mesenchymal stromal cells in cerebrospinal fluid: insights from transcriptomics and an ALS clinical trial. Stem Cell Res Ther 2021; 12:187. [PMID: 33736701 PMCID: PMC7977179 DOI: 10.1186/s13287-021-02241-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 02/24/2021] [Indexed: 12/12/2022] Open
Abstract
Background Mesenchymal stromal cells (MSCs) have been studied with increasing intensity as clinicians and researchers strive to understand the ability of MSCs to modulate disease progression and promote tissue regeneration. As MSCs are used for diverse applications, it is important to appreciate how specific physiological environments may stimulate changes that alter the phenotype of the cells. One need for neuroregenerative applications is to characterize the spectrum of MSC responses to the cerebrospinal fluid (CSF) environment after their injection into the intrathecal space. Mechanistic understanding of cellular biology in response to the CSF environment may predict the ability of MSCs to promote injury repair or provide neuroprotection in neurodegenerative diseases. Methods In this study, we characterized changes in morphology, metabolism, and gene expression occurring in human adipose-derived MSCs cultured in human (hCSF) or artificial CSF (aCSF) as well as examined relevant protein levels in the CSF of subjects treated with MSCs for amyotrophic lateral sclerosis (ALS). Results Our results demonstrated that, under intrathecal-like conditions, MSCs retained their morphology, though they became quiescent. Large-scale transcriptomic analysis of MSCs revealed a distinct gene expression profile for cells cultured in aCSF. The aCSF culture environment induced expression of genes related to angiogenesis and immunomodulation. In addition, MSCs in aCSF expressed genes encoding nutritional growth factors to expression levels at or above those of control cells. Furthermore, we observed a dose-dependent increase in growth factors and immunomodulatory cytokines in CSF from subjects with ALS treated intrathecally with autologous MSCs. Conclusions Overall, our results suggest that MSCs injected into the intrathecal space in ongoing clinical trials remain viable and may provide a therapeutic benefit to patients. Supplementary Information The online version contains supplementary material available at 10.1186/s13287-021-02241-9.
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Affiliation(s)
- Ashley A Krull
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Deborah O Setter
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Tania F Gendron
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Sybil C L Hrstka
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Michael J Polzin
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Joseph Hart
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Amel Dudakovic
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, 55905, USA
| | - Nicolas N Madigan
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Allan B Dietz
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Anthony J Windebank
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA
| | - Andre J van Wijnen
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, 55905, USA
| | - Nathan P Staff
- Department of Neurology, Mayo Clinic, 200 First St. SW, Rochester, MN, 55905, USA.
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11
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Larssen E, Brede C, Hjelle A, Tjensvoll AB, Norheim KB, Bårdsen K, Jonsdottir K, Ruoff P, Omdal R, Nilsen MM. Fatigue in primary Sjögren's syndrome: A proteomic pilot study of cerebrospinal fluid. SAGE Open Med 2019; 7:2050312119850390. [PMID: 31205695 PMCID: PMC6537061 DOI: 10.1177/2050312119850390] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 04/22/2019] [Indexed: 12/16/2022] Open
Abstract
Objectives: Fatigue is a frequent and often disabling phenomenon that occurs in patients
with chronic inflammatory and immunological diseases, and the underlying
biological mechanisms are largely unknown. Because fatigue is generated in
the brain, we aimed to investigate cerebrospinal fluid and search for
molecules that participate in the pathophysiology of fatigue processes. Methods: A label-free shotgun proteomics approach was applied to analyze the
cerebrospinal fluid proteome of 20 patients with primary Sjögren’s syndrome.
Fatigue was measured with the fatigue visual analog scale. Results: A total of 828 proteins were identified and the 15 top discriminatory
proteins between patients with high and low fatigue were selected. Among
these were apolipoprotein A4, hemopexin, pigment epithelium-derived factor,
secretogranin-1, secretogranin-3, selenium-binding protein 1, and complement
factor B. Conclusion: Most of the discriminatory proteins have important roles in regulation of
innate immunity, cellular stress defense, and/or functions in the central
nervous system. These proteins and their interacting protein networks may
therefore have central roles in the generation and regulation of fatigue,
and the findings contribute with evidence to the concept of fatigue as a
biological phenomenon signaled through specific molecular pathways.
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Affiliation(s)
- Eivind Larssen
- Research Department, Stavanger University Hospital, Stavanger, Norway.,Norwegian Research Centre AS (NORCE), Stavanger, Norway
| | - Cato Brede
- Department of Medical Biochemistry, Stavanger University Hospital, Stavanger, Norway
| | - Anne Hjelle
- Research Department, Stavanger University Hospital, Stavanger, Norway
| | | | - Katrine Brække Norheim
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Kjetil Bårdsen
- Research Department, Stavanger University Hospital, Stavanger, Norway
| | - Kristin Jonsdottir
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
| | - Peter Ruoff
- Centre for Organelle Research (CORE), University of Stavanger, Stavanger, Norway
| | - Roald Omdal
- Clinical Immunology Unit, Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway.,Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Mari Mæland Nilsen
- Research Department, Stavanger University Hospital, Stavanger, Norway.,Norwegian Research Centre AS (NORCE), Stavanger, Norway
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12
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Manconi B, Liori B, Cabras T, Vincenzoni F, Iavarone F, Lorefice L, Cocco E, Castagnola M, Messana I, Olianas A. Top-down proteomic profiling of human saliva in multiple sclerosis patients. J Proteomics 2018; 187:212-222. [PMID: 30086402 DOI: 10.1016/j.jprot.2018.07.019] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 07/16/2018] [Accepted: 07/30/2018] [Indexed: 12/13/2022]
Abstract
Multiple sclerosis is a chronic disease of the central nervous system characterized by inflammation, demyelination and neurodegeneration which is of undetermined origin. To date a single diagnostic test of multiple sclerosis does not exists and novel biomarkers are demanded for a more accurate and early diagnosis. In this study, we performed the quantitative analysis of 119 salivary peptides/proteins from 49 multiple sclerosis patients and 54 healthy controls by a mass spectrometry-based top-down proteomic approach. Statistical analysis evidenced different levels on 23 proteins: 8 proteins showed lower levels in multiple sclerosis patients with respect to controls and they were mono- and di-oxidized cystatin SN, mono- and di-oxidized cystatin S1, mono-oxidized cystatin SA and mono-phosphorylated statherin. 15 proteins showed higher levels in multiple sclerosis patients with respect to controls and they were antileukoproteinase, two proteoforms of Prolactin-Inducible Protein, P-C peptide (Fr.1-14, Fr. 26-44, and Fr. 36-44), SV1 fragment of statherin, cystatin SN Des1-4, cystatin SN P11 → L variant, and cystatin A T96 → M variant. The differences observed between the salivary proteomic profile of patients suffering from multiple sclerosis and healthy subjects is consistent with the inflammatory condition and altered immune response typical of the pathology. Data are available via ProteomeXchange with identifier PXD009440. SIGNIFICANCE To date a single diagnostic test of multiple sclerosis does not exist, and diagnosis is based on multiple tests which mainly include the analysis of cerebrospinal fluid. However, the need for lumbar puncture makes the analysis of cerebrospinal fluid impractical for monitoring disease activity and response to treatment. The possible use of saliva as a diagnostic fluid for oral and systemic diseases has been largely investigated, but only marginally in multiple sclerosis compared to other body fluids. Our study demonstrates that the salivary proteome of multiple sclerosis patients differs considerably compared to that of sex and age matched healthy individuals and suggests that some differences might be associated with the different disease-modifying therapy used to treat multiple sclerosis patients.
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Affiliation(s)
- Barbara Manconi
- Department of Life and Environmental Sciences, Biomedical Section, University of Cagliari, Monserrato Campus, 09042 Monserrato, Cagliari, Italy.
| | - Barbara Liori
- Department of Life and Environmental Sciences, Biomedical Section, University of Cagliari, Monserrato Campus, 09042 Monserrato, Cagliari, Italy
| | - Tiziana Cabras
- Department of Life and Environmental Sciences, Biomedical Section, University of Cagliari, Monserrato Campus, 09042 Monserrato, Cagliari, Italy
| | - Federica Vincenzoni
- Biochemistry and Clinical Biochemistry Institute, Medicine Faculty, Catholic University of Rome, L.go F. Vito 1, 00168 Rome, Italy
| | - Federica Iavarone
- Biochemistry and Clinical Biochemistry Institute, Medicine Faculty, Catholic University of Rome, L.go F. Vito 1, 00168 Rome, Italy
| | - Lorena Lorefice
- Department of Medical Sciences and Public Health, Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, University of Cagliari, via Is Guadazzonis 2, 09126 Cagliari, Italy
| | - Eleonora Cocco
- Department of Medical Sciences and Public Health, Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, University of Cagliari, via Is Guadazzonis 2, 09126 Cagliari, Italy
| | - Massimo Castagnola
- Biochemistry and Clinical Biochemistry Institute, Medicine Faculty, Catholic University of Rome, L.go F. Vito 1, 00168 Rome, Italy; Institute of Chemistry of the Molecular Recognition CNR, L.go F. Vito 1, 00168 Rome, Italy
| | - Irene Messana
- Biochemistry and Clinical Biochemistry Institute, Medicine Faculty, Catholic University of Rome, L.go F. Vito 1, 00168 Rome, Italy; Institute of Chemistry of the Molecular Recognition CNR, L.go F. Vito 1, 00168 Rome, Italy
| | - Alessandra Olianas
- Department of Life and Environmental Sciences, Biomedical Section, University of Cagliari, Monserrato Campus, 09042 Monserrato, Cagliari, Italy
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13
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Valko PO, Roschitzki B, Faigle W, Grossmann J, Panse C, Biro P, Dambach M, Spahn DR, Weller M, Martin R, Baumann CR. In search of cerebrospinal fluid biomarkers of fatigue in multiple sclerosis: A proteomics study. J Sleep Res 2018; 28:e12721. [DOI: 10.1111/jsr.12721] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 05/19/2018] [Accepted: 05/25/2018] [Indexed: 11/27/2022]
Affiliation(s)
- Philipp O. Valko
- Department of NeurologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
| | - Bernd Roschitzki
- Functional Genomics Center Zurich University of Zurich/ETH Zurich Zurich Switzerland
| | - Wolfgang Faigle
- Department of NeurologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
| | - Jonas Grossmann
- Functional Genomics Center Zurich University of Zurich/ETH Zurich Zurich Switzerland
| | - Christian Panse
- Functional Genomics Center Zurich University of Zurich/ETH Zurich Zurich Switzerland
| | - Peter Biro
- Department of AnesthesiologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
| | - Micha Dambach
- Department of AnesthesiologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
| | - Donat R. Spahn
- Department of AnesthesiologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
| | - Michael Weller
- Department of NeurologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
| | - Roland Martin
- Department of NeurologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
| | - Christian R. Baumann
- Department of NeurologyUniversity Hospital ZurichUniversity of Zurich Zurich Switzerland
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14
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Shifting paradigms in multiple sclerosis: from disease-specific, through population-specific toward patient-specific. Curr Opin Neurol 2018; 29:354-61. [PMID: 27070218 DOI: 10.1097/wco.0000000000000324] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE OF REVIEW In recent years we notice paradigm shifts in the understanding of multiple sclerosis (MS), leading to important transition in the patients' management. This review discusses some of the recent findings and developments underlying the conceptual changes being translated from 'treating the disease' to 'treating the patient' with MS (PwMS). RECENT FINDINGS Applying advanced technologies combined with cross-disciplinary efforts in the fields of neuropathology, neuroimmunology, neurobiology, and neuroimaging, together with clinical neurology provided support for the notion that MS is not a single disease but rather a spectrum. Predictive markers of disease subtypes, disease activity and response to therapy are being developed; some already applied to practice, allowing informed management. In parallel, population-specific issues, some genetic-driven, others caused by environmental (sun-exposure, life-style, etc.), gender-related (hormones) and epigenetic factors, are being elucidated. Additionally, patient empowerment-based approaches, including integration of patient-reported outcome measures (PRO) as well as tools to enhance patients' adherence to medications, are being developed, some already provided as part of emerging mobile-health technologies. SUMMARY Developments in the MS field, elucidating disease subtypes and interpopulation diversities, together with integration of patient-centered approaches, allow transition toward precision medicine in MS clinical trials and patient care.
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15
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Opsahl JA, Vaudel M, Guldbrandsen A, Aasebø E, Van Pesch V, Franciotta D, Myhr KM, Barsnes H, Berle M, Torkildsen Ø, Kroksveen AC, Berven FS. Label-free analysis of human cerebrospinal fluid addressing various normalization strategies and revealing protein groups affected by multiple sclerosis. Proteomics 2016; 16:1154-65. [PMID: 26841090 DOI: 10.1002/pmic.201500284] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Revised: 12/08/2015] [Accepted: 01/28/2016] [Indexed: 11/05/2022]
Abstract
The aims of the study were to: (i) identify differentially regulated proteins in cerebrospinal fluid (CSF) between multiple sclerosis (MS) patients and non-MS controls; (ii) examine the effect of matching the CSF samples on either total protein amount or volume, and compare four protein normalization strategies for CSF protein quantification. CSF from MS patients (n = 37) and controls (n = 64), consisting of other noninflammatory neurological diseases (n = 50) and non neurological spinal anesthetic subjects (n = 14), were analyzed using label-free proteomics, quantifying almost 800 proteins. In total, 122 proteins were significantly regulated (p < 0.05), where 77 proteins had p-value <0.01 or AUC value >0.75. Hierarchical clustering indicated that there were two main groups of MS patients, those with increased levels of inflammatory response proteins and decreased levels of proteins involved in neuronal tissue development (n = 30), and those with normal protein levels for both of these protein groups (n = 7). The main subgroup of controls clustering with the MS patients showing increased inflammation and decreased neuronal tissue development were patients suffering from chronic fatigue. Our data indicate that the preferable way to quantify proteins in CSF is to first match the samples on total protein amount and then normalize the data based on the median intensities, preferably from the CNS-enriched proteins.
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Affiliation(s)
- Jill A Opsahl
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway.,The KG Jebsen Centre for MS-research, Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Marc Vaudel
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Astrid Guldbrandsen
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway.,The KG Jebsen Centre for MS-research, Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Elise Aasebø
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Vincent Van Pesch
- Neurology Department, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Diego Franciotta
- Laboratory of Neuroimmunology, IRCCS, "C. Mondino" National Neurological Institute, Pavia, Italy
| | - Kjell-Morten Myhr
- The KG Jebsen Centre for MS-research, Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Harald Barsnes
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway.,Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Magnus Berle
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway.,Surgical Clinic, Haukeland University Hospital, Bergen, Norway
| | - Øivind Torkildsen
- The KG Jebsen Centre for MS-research, Department of Clinical Medicine, University of Bergen, Bergen, Norway.,The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Ann C Kroksveen
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway.,The KG Jebsen Centre for MS-research, Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Frode S Berven
- Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, Bergen, Norway.,The KG Jebsen Centre for MS-research, Department of Clinical Medicine, University of Bergen, Bergen, Norway
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16
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Guldbrandsen A, Farag Y, Kroksveen AC, Oveland E, Lereim RR, Opsahl JA, Myhr KM, Berven FS, Barsnes H. CSF-PR 2.0: An Interactive Literature Guide to Quantitative Cerebrospinal Fluid Mass Spectrometry Data from Neurodegenerative Disorders. Mol Cell Proteomics 2016; 16:300-309. [PMID: 27890865 DOI: 10.1074/mcp.o116.064477] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 11/18/2016] [Indexed: 01/23/2023] Open
Abstract
The rapidly growing number of biomedical studies supported by mass spectrometry based quantitative proteomics data has made it increasingly difficult to obtain an overview of the current status of the research field. A better way of organizing the biomedical proteomics information from these studies and making it available to the research community is therefore called for. In the presented work, we have investigated scientific publications describing the analysis of the cerebrospinal fluid proteome in relation to multiple sclerosis, Parkinson's disease and Alzheimer's disease. Based on a detailed set of filtering criteria we extracted 85 data sets containing quantitative information for close to 2000 proteins. This information was made available in CSF-PR 2.0 (http://probe.uib.no/csf-pr-2.0), which includes novel approaches for filtering, visualizing and comparing quantitative proteomics information in an interactive and user-friendly environment. CSF-PR 2.0 will be an invaluable resource for anyone interested in quantitative proteomics on cerebrospinal fluid.
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Affiliation(s)
- Astrid Guldbrandsen
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Yehia Farag
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Ann Cathrine Kroksveen
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Eystein Oveland
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Ragnhild R Lereim
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Jill A Opsahl
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Kjell-Morten Myhr
- §KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway.,¶Norwegian Multiple Sclerosis Registry and Biobank, Haukeland University Hospital, 5021 Bergen, Norway
| | - Frode S Berven
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway; .,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway.,‖Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital, 5021 Bergen, Norway
| | - Harald Barsnes
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,**Department of Clinical Science, University of Bergen, 5020 Bergen, Norway.,‡‡Computational Biology Unit, Department of Informatics, University of Bergen, 5020 Bergen, Norway
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17
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Kroksveen AC, Guldbrandsen A, Vaudel M, Lereim RR, Barsnes H, Myhr KM, Torkildsen Ø, Berven FS. In-Depth Cerebrospinal Fluid Quantitative Proteome and Deglycoproteome Analysis: Presenting a Comprehensive Picture of Pathways and Processes Affected by Multiple Sclerosis. J Proteome Res 2016; 16:179-194. [PMID: 27728768 DOI: 10.1021/acs.jproteome.6b00659] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
In the current study, we conducted a quantitative in-depth proteome and deglycoproteome analysis of cerebrospinal fluid (CSF) from relapsing-remitting multiple sclerosis (RRMS) and neurological controls using mass spectrometry and pathway analysis. More than 2000 proteins and 1700 deglycopeptides were quantified, with 484 proteins and 180 deglycopeptides significantly changed between pools of RRMS and pools of controls. Approximately 300 of the significantly changed proteins were assigned to various biological processes including inflammation, extracellular matrix organization, cell adhesion, immune response, and neuron development. Ninety-six significantly changed deglycopeptides mapped to proteins that were not found changed in the global protein study. In addition, four mapped to the proteins oligo-myelin glycoprotein and noelin, which were found oppositely changed in the global study. Both are ligands to the nogo receptor, and the glycosylation of these proteins appears to be affected by RRMS. Our study gives the most extensive overview of the RRMS affected processes observed from the CSF proteome to date, and the list of differential proteins will have great value for selection of biomarker candidates for further verification.
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Affiliation(s)
- Ann Cathrine Kroksveen
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
| | - Astrid Guldbrandsen
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
| | - Marc Vaudel
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
| | - Ragnhild Reehorst Lereim
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
| | - Harald Barsnes
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
| | - Kjell-Morten Myhr
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
| | - Øivind Torkildsen
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
| | - Frode S Berven
- Proteomics Unit (PROBE), Department of Biomedicine, ‡The KG Jebsen Centre for MS Research, Department of Clinical Medicine, §KG Jebsen Center for Diabetes Research, Department of Clinical Science, and ⊥Computational Biology Unit, Department of Informatics, University of Bergen , Bergen N-5009, Norway.,Center for Medical Genetics and Molecular Medicine and ∥The Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital , Bergen N-5021, Norway
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18
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Abstract
Treatments with a range of efficacy and risk of adverse events have become available for the management of multiple sclerosis (MS). However, now the heterogeneity of clinical expression and responses to treatment pose major challenges to improving patient care. Selecting and managing the drug best balancing benefit and risk demands a new focus on the individual patient. Personalised medicine for MS is based on improving the precision of diagnosis for each patient in order to capture prognosis and provide an evidence-based framework for predicting treatment response and personalising patient monitoring. It involves development of predictive models involving the integration of clinical and biological data with an understanding of the impact of disease on the lives of individual patients. Here, we provide a brief, selective review of challenges to personalisation of the management of MS and suggest an agenda for stakeholder engagement and research to address them.
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Affiliation(s)
- Arie Gafson
- Division of Brain Sciences, Department of Medicine, Imperial College London, London, UK
| | - Matt J Craner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Paul M Matthews
- Division of Brain Sciences, Department of Medicine, Imperial College London, London, UK/Centre for Neurotechnology, Imperial College London, London, UK
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Ibitoye R, Kemp K, Rice C, Hares K, Scolding N, Wilkins A. Oxidative stress-related biomarkers in multiple sclerosis: a review. Biomark Med 2016; 10:889-902. [PMID: 27416337 DOI: 10.2217/bmm-2016-0097] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To provide an up-to-date review of oxidative stress biomarkers in multiple sclerosis and thus identify candidate molecules with greatest promise as biomarkers of diagnosis, disease activity or prognosis. METHOD A semi-systematic literature search using PubMed and other databases. RESULTS Nitric oxide metabolites, superoxide dismutase, catalase, glutathione reductase, inducible nitric oxide synthase, protein carbonyl, 3-nitrotyrosine, isoprostanes, malondialdehyde and products of DNA oxidation have been identified across multiple studies as having promise as diagnostic, therapeutic or prognostic markers in MS. CONCLUSION Heterogeneity of study design, particularly patient selection, limits comparability across studies. Further cohort studies are needed, and we would recommend promising markers be incorporated into future clinical trials to prospectively validate their potential.
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Affiliation(s)
- Richard Ibitoye
- Institute of Clinical Neurosciences, University of Bristol/Level 1, Learning & Research, Southmead Hospital, Southmead Road, Bristol, BS10 5NB, UK
| | - Kevin Kemp
- Institute of Clinical Neurosciences, University of Bristol/Level 1, Learning & Research, Southmead Hospital, Southmead Road, Bristol, BS10 5NB, UK
| | - Claire Rice
- Institute of Clinical Neurosciences, University of Bristol/Level 1, Learning & Research, Southmead Hospital, Southmead Road, Bristol, BS10 5NB, UK
| | - Kelly Hares
- Institute of Clinical Neurosciences, University of Bristol/Level 1, Learning & Research, Southmead Hospital, Southmead Road, Bristol, BS10 5NB, UK
| | - Neil Scolding
- Institute of Clinical Neurosciences, University of Bristol/Level 1, Learning & Research, Southmead Hospital, Southmead Road, Bristol, BS10 5NB, UK
| | - Alastair Wilkins
- Institute of Clinical Neurosciences, University of Bristol/Level 1, Learning & Research, Southmead Hospital, Southmead Road, Bristol, BS10 5NB, UK
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Del Boccio P, Rossi C, di Ioia M, Cicalini I, Sacchetta P, Pieragostino D. Integration of metabolomics and proteomics in multiple sclerosis: From biomarkers discovery to personalized medicine. Proteomics Clin Appl 2016; 10:470-84. [DOI: 10.1002/prca.201500083] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 11/17/2015] [Accepted: 12/30/2015] [Indexed: 01/04/2023]
Affiliation(s)
- Piero Del Boccio
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Claudia Rossi
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Maria di Ioia
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
- Department of Neurosciences and Imaging; University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Ilaria Cicalini
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Paolo Sacchetta
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Damiana Pieragostino
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
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21
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Harlow DE, Honce JM, Miravalle AA. Remyelination Therapy in Multiple Sclerosis. Front Neurol 2015; 6:257. [PMID: 26696956 PMCID: PMC4674562 DOI: 10.3389/fneur.2015.00257] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Accepted: 11/23/2015] [Indexed: 01/10/2023] Open
Abstract
Multiple sclerosis (MS) is an immune-mediated disorder of the central nervous system that results in destruction of the myelin sheath that surrounds axons and eventual neurodegeneration. Current treatments approved for the treatment of relapsing forms of MS target the aberrant immune response and successfully reduce the severity of attacks and frequency of relapses. Therapies are still needed that can repair damage particularly for the treatment of progressive forms of MS for which current therapies are relatively ineffective. Remyelination can restore neuronal function and prevent further neuronal loss and clinical disability. Recent advancements in our understanding of the molecular and cellular mechanisms regulating myelination, as well as the development of high-throughput screens to identify agents that enhance myelination, have lead to the identification of many potential remyelination therapies currently in preclinical and early clinical development. One problem that has plagued the development of treatments to promote remyelination is the difficulty in assessing remyelination in patients with current imaging techniques. Powerful new imaging technologies are making it easier to discern remyelination in patients, which is critical for the assessment of these new therapeutic strategies during clinical trials. This review will summarize what is currently known about remyelination failure in MS, strategies to overcome this failure, new therapeutic treatments in the pipeline for promoting remyelination in MS patients, and new imaging technologies for measuring remyelination in patients.
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Affiliation(s)
- Danielle E Harlow
- Department of Cell and Developmental Biology, University of Colorado Anschutz Medical Campus , Aurora, CO , USA
| | - Justin M Honce
- Department of Radiology, University of Colorado Anschutz Medical Campus , Aurora, CO , USA
| | - Augusto A Miravalle
- Department of Neurology, University of Colorado Anschutz Medical Campus , Aurora, CO , USA
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22
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Rounds WH, Salinas EA, Wilks TB, Levin MK, Ligocki AJ, Ionete C, Pardo CA, Vernino S, Greenberg BM, Bigwood DW, Eastman EM, Cowell LG, Monson NL. MSPrecise: A molecular diagnostic test for multiple sclerosis using next generation sequencing. Gene 2015; 572:191-7. [PMID: 26172868 PMCID: PMC4702260 DOI: 10.1016/j.gene.2015.07.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2015] [Revised: 06/11/2015] [Accepted: 07/03/2015] [Indexed: 12/25/2022]
Abstract
BACKGROUND We have previously demonstrated that cerebrospinal fluid-derived B cells from early relapsing-remitting multiple sclerosis (RRMS) patients that express a VH4 gene accumulate specific replacement mutations. These mutations can be quantified as a score that identifies such patients as having or likely to convert to RRMS. Furthermore, we showed that next generation sequencing is an efficient method for obtaining the sequencing information required by this mutation scoring tool, originally developed using the less clinically viable single-cell Sanger sequencing. OBJECTIVE To determine the accuracy of MSPrecise, the diagnostic test that identifies the presence of the RRMS-enriched mutation pattern from patient cerebrospinal fluid B cells. METHODS Cerebrospinal fluid cell pellets were obtained from RRMS and other neurological disease (OND) patient cohorts. VH4 gene segments were amplified, sequenced by next generation sequencing and analyzed for mutation score. RESULTS The diagnostic test showed a sensitivity of 75% on the RRMS cohort and a specificity of 88% on the OND cohort. The accuracy of the test in identifying RRMS patients or patients that will develop RRMS is 84%. CONCLUSION MSPrecise exhibits good performance in identifying patients with RRMS irrespective of time with RRMS.
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Affiliation(s)
- William H Rounds
- Department of Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, USA
| | - Edward A Salinas
- Department of Clinical Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Mikhail K Levin
- Department of Clinical Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Ann J Ligocki
- Department of Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, USA
| | - Carolina Ionete
- Department of Neurology, UMass Memorial Medical Center, Worcester, MA, USA
| | - Carlos A Pardo
- Department of Neurology and Neurosurgery, John Hopkins University, Baltimore, MD, USA
| | - Steven Vernino
- Department of Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, USA
| | - Benjamin M Greenberg
- Department of Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, USA
| | | | | | - Lindsay G Cowell
- Department of Clinical Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Nancy L Monson
- Department of Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, USA; Department of Immunology, UT Southwestern Medical Center, Dallas, TX, USA.
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23
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Kroksveen AC, Jaffe JD, Aasebø E, Barsnes H, Bjørlykke Y, Franciotta D, Keshishian H, Myhr KM, Opsahl JA, van Pesch V, Teunissen CE, Torkildsen Ø, Ulvik RJ, Vethe H, Carr SA, Berven FS. Quantitative proteomics suggests decrease in the secretogranin-1 cerebrospinal fluid levels during the disease course of multiple sclerosis. Proteomics 2015; 15:3361-9. [DOI: 10.1002/pmic.201400142] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2014] [Revised: 03/12/2015] [Accepted: 07/01/2015] [Indexed: 11/10/2022]
Affiliation(s)
- Ann C. Kroksveen
- The KG Jebsen Centre for MS-research; Department of Clinical Medicine; University of Bergen; Bergen Norway
- Proteomics Unit (PROBE); Department of Biomedicine; University of Bergen; Bergen Norway
| | - Jacob D. Jaffe
- Broad Institute of MIT and Harvard; 7 Cambridge Center; Cambridge MA USA
| | - Elise Aasebø
- Proteomics Unit (PROBE); Department of Biomedicine; University of Bergen; Bergen Norway
| | - Harald Barsnes
- Proteomics Unit (PROBE); Department of Biomedicine; University of Bergen; Bergen Norway
- Computational Biology Unit, Department of Informatics; University of Bergen; Bergen Norway
| | - Yngvild Bjørlykke
- Proteomics Unit (PROBE); Department of Biomedicine; University of Bergen; Bergen Norway
- Department of Clinical Science; University of Bergen; Bergen Norway
| | - Diego Franciotta
- Laboratory of Neuroimmunology; “C. Mondino” National Neurological Institute; Pavia Italy
| | - Hasmik Keshishian
- Broad Institute of MIT and Harvard; 7 Cambridge Center; Cambridge MA USA
| | - Kjell-Morten Myhr
- The KG Jebsen Centre for MS-research; Department of Clinical Medicine; University of Bergen; Bergen Norway
- The Norwegian Multiple Sclerosis Competence Centre; Department of Neurology; Haukeland University Hospital; Bergen Norway
| | - Jill A. Opsahl
- The KG Jebsen Centre for MS-research; Department of Clinical Medicine; University of Bergen; Bergen Norway
- Proteomics Unit (PROBE); Department of Biomedicine; University of Bergen; Bergen Norway
| | - Vincent van Pesch
- Neurochemistry Unit; Institute of Neuroscience, Université Catholique de Louvain; Brussels Belgium
| | - Charlotte E. Teunissen
- Neurochemistry Laboratory and Biobank; Department of Clinical Chemistry; VU University Medical Center; Amsterdam The Netherlands
| | - Øivind Torkildsen
- The KG Jebsen Centre for MS-research; Department of Clinical Medicine; University of Bergen; Bergen Norway
- The Norwegian Multiple Sclerosis Competence Centre; Department of Neurology; Haukeland University Hospital; Bergen Norway
| | - Rune J. Ulvik
- Department of Clinical Medicine; University of Bergen; Bergen Norway
- Laboratory of Clinical Biochemistry; Haukeland University Hospital; Bergen Norway
| | - Heidrun Vethe
- Proteomics Unit (PROBE); Department of Biomedicine; University of Bergen; Bergen Norway
- Department of Clinical Science; University of Bergen; Bergen Norway
| | - Steven A. Carr
- Broad Institute of MIT and Harvard; 7 Cambridge Center; Cambridge MA USA
| | - Frode S. Berven
- The KG Jebsen Centre for MS-research; Department of Clinical Medicine; University of Bergen; Bergen Norway
- Proteomics Unit (PROBE); Department of Biomedicine; University of Bergen; Bergen Norway
- The Norwegian Multiple Sclerosis Competence Centre; Department of Neurology; Haukeland University Hospital; Bergen Norway
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24
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Sengupta S, Varshney S, Bhardwaj N, Basak T. Identification of differentially expressed proteins in vitamin B12. JOURNAL OF THE PRACTICE OF CARDIOVASCULAR SCIENCES 2015. [DOI: 10.4103/2395-5414.157568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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