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Hamilton K, Smith K, Winn K, Oliver B, Newland P, Hendricks-Ferguson V. Quantifying Fatigue Using Electrophysiological Techniques and Non-invasive Brain Stimulation in People With Multiple Sclerosis- A Review and Discussion. Biol Res Nurs 2024; 26:101-114. [PMID: 37558634 DOI: 10.1177/10998004231194954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
Objective: The purpose of this literature review article is to provide a synthesis of recent research focused on the use of 3 techniques to evaluate MS-related fatigue: electroencephalography [EEG], transcranial direct-current stimulation (tDSC), and transcranial- magnetic stimulation (TMS). Method: We performed a literature search in the Cumulative Index to Nursing and Allied Health Literature (CINAHL, EBSCOhost), MEDLINE (OVID), APA PsycInfo (OVID), Scopus (Elsevier), and Web of Science (Clarivate) databases, limited to 2015 and after. Results: Our review revealed that fatigue in MS patients can be quantified and predicted using electrophysiological techniques. Such techniques, which yield objective data, are historically assessed in relation to subjective data, or perceived fatigue. We identified studies using EEG, TMS, and/or tDCS to study fatigue in people with MS. In total, 220 records were identified with 19 studies meeting inclusion criteria. Quality appraisal revealed that the level of evidence was generally graded "good". Conclusions: Despite the heterogenous nature of reviewed the studies and selected the varied self-report fatigue measures, our literature synthesis suggests promise for the use of EEG, TMS, and/or tDCS approaches in more accurately assessing fatigue in people with MS. Further research is needed in this arena.
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Affiliation(s)
- Karlie Hamilton
- Valentine School of Nursing at Saint Louis University, Saint Louis, MO, USA
| | - Katy Smith
- Valentine School of Nursing at Saint Louis University, Saint Louis, MO, USA
| | | | - Brant Oliver
- Care Experience, Value Institute, Dartmouth Health, Lebanon, NH, USA
- Departments of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Psychiatry and the Dartmouth Institute, Hanover and Lebanon, NH, USA
| | - Pamela Newland
- Goldfarb School of Nursing at Barnes Jewish College, Saint Louis, MO, USA
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Fuh-Ngwa V, Charlesworth JC, Zhou Y, van der Mei I, Melton PE, Broadley SA, Ponsonby AL, Simpson-Yap S, Lechner-Scott J, Taylor BV. The association between disability progression, relapses, and treatment in early relapse onset MS: an observational, multi-centre, longitudinal cohort study. Sci Rep 2023; 13:11584. [PMID: 37463930 DOI: 10.1038/s41598-023-38415-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 07/07/2023] [Indexed: 07/20/2023] Open
Abstract
The indirect contribution of multiple sclerosis (MS) relapses to disability worsening outcomes, and vice-versa, remains unclear. Disease modifying therapies (DMTs) are potential modulators of this association. Understanding how these endo-phenotypes interact may provide insights into disease pathogenesis and treatment practice in relapse-onset MS (ROMS). Utilising a unique, prospectively collected clinical data from a longitudinal cohort of 279 first demyelinating event cases followed for up to 15 years post-onset, we examined indirect associations between relapses and treatment and the risk of disability worsening, and vice-versa. Indirect association parameters were estimated using joint models for longitudinal and survival data. Early relapses within 2.5 years of MS onset predicted early disability worsening outcomes (HR = 3.45, C.I 2.29-3.61) per relapse, but did not contribute to long-term disability worsening thereinafter (HR = 0.21, C.I 0.15-0.28). Conversely, disability worsening outcomes significantly contributed to relapse risk each year (HR = 2.96, C.I 2.91-3.02), and persisted over time (HR = 3.34, C.I 2.90-3.86), regardless of DMT treatments. The duration of DMTs significantly reduced the hazards of relapses (1st-line DMTs: HR = 0.68, C.I 0.58-0.79; 3rd-line DMTs: HR = 0.37, C.I 0.32-0.44) and disability worsening events (1st-line DMTs: HR = 0.74, C.I 0.69-0.79; 3rd-line DMTs: HR = 0.90, C.I 0.85-0.95), respectively. Results from time-dynamic survival probabilities further revealed individuals having higher risk of future relapses and disability worsening outcomes, respectively. The study provided evidence that in ROMS, relapses accrued within 2.5 years of MS onset are strong indicators of disability worsening outcomes, but late relapses accrued 2.5 years post onset are not overt risk factors for further disability worsening. In contrast, disability worsening outcomes are strong positive predictors of current and subsequent relapse risk. Long-term DMT use and older age strongly influence the individual outcomes and their associations.
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Affiliation(s)
- Valery Fuh-Ngwa
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, TAS, 7000, Australia.
| | - Jac C Charlesworth
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, TAS, 7000, Australia
| | - Yuan Zhou
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, TAS, 7000, Australia
| | - Ingrid van der Mei
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, TAS, 7000, Australia
| | - Phillip E Melton
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, TAS, 7000, Australia
| | - Simon A Broadley
- Menzies Health Institute Queensland and School of Medicine, Griffith University, Gold Coast, QLD, 4222, Australia
| | - Anne-Louise Ponsonby
- Florey Institute for Neuroscience and Mental Health, Parkville, VIC, 3052, Australia
| | - Steve Simpson-Yap
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, TAS, 7000, Australia
- Neuroepidemiology Unit, Center for Epidemiology and Biostatistics, The University of Melbourne School of Population & Global Health, Melbourne, VIC, 3053, Australia
| | - Jeannette Lechner-Scott
- School of Medicine and Public Health New Lambton, Hunter New England Health, New Lambton Heights, NSW, Australia
- Department of Neurology, The University of Newcastle Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Bruce V Taylor
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool St, Hobart, TAS, 7000, Australia.
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Yeo T, Bayuangga H, Augusto-Oliveira M, Sealey M, Claridge TDW, Tanner R, Leppert D, Palace J, Kuhle J, Probert F, Anthony DC. Metabolomics detects clinically silent neuroinflammatory lesions earlier than neurofilament-light chain in a focal multiple sclerosis animal model. J Neuroinflammation 2022; 19:252. [PMID: 36210459 PMCID: PMC9549622 DOI: 10.1186/s12974-022-02614-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 09/26/2022] [Indexed: 11/29/2022] Open
Abstract
Background Despite widespread searches, there are currently no validated biofluid markers for the detection of subclinical neuroinflammation in multiple sclerosis (MS). The dynamic nature of human metabolism in response to changes in homeostasis, as measured by metabolomics, may allow early identification of clinically silent neuroinflammation. Using the delayed-type hypersensitivity (DTH) MS rat model, we investigated the serum and cerebrospinal fluid (CSF) metabolomics profiles and neurofilament-light chain (NfL) levels, as a putative marker of neuroaxonal damage, arising from focal, clinically silent neuroinflammatory brain lesions and their discriminatory abilities to distinguish DTH animals from controls. Methods 1H nuclear magnetic resonance (NMR) spectroscopy metabolomics and NfL measurements were performed on serum and CSF at days 12, 28 and 60 after DTH lesion initiation. Supervised multivariate analyses were used to determine metabolomics differences between DTH animals and controls. Immunohistochemistry was used to assess the extent of neuroinflammation and tissue damage. Results Serum and CSF metabolomics perturbations were detectable in DTH animals (vs. controls) at all time points, with the greatest change occurring at the earliest time point (day 12) when the neuroinflammatory response was most intense (mean predictive accuracy [SD]—serum: 80.6 [10.7]%, p < 0.0001; CSF: 69.3 [13.5]%, p < 0.0001). The top discriminatory metabolites at day 12 (serum: allantoin, cytidine; CSF: glutamine, glucose) were all reduced in DTH animals compared to controls, and correlated with histological markers of neuroinflammation, particularly astrogliosis (Pearson coefficient, r—allantoin: r = − 0.562, p = 0.004; glutamine: r = − 0.528, p = 0.008). Serum and CSF NfL levels did not distinguish DTH animals from controls at day 12, rather, significant differences were observed at day 28 (mean [SEM]—serum: 38.5 [4.8] vs. 17.4 [2.6] pg/mL, p = 0.002; CSF: 1312.0 [379.1] vs. 475.8 [74.7] pg/mL, p = 0.027). Neither serum nor CSF NfL levels correlated with markers of neuroinflammation; serum NfL did, however, correlate strongly with axonal loss (r = 0.641, p = 0.001), but CSF NfL did not (p = 0.137). Conclusions While NfL levels were elevated later in the pathogenesis of the DTH lesion, serum and CSF metabolomics were able to detect early, clinically silent neuroinflammation and are likely to present sensitive biomarkers for the assessment of subclinical disease activity in patients. Supplementary Information The online version contains supplementary material available at 10.1186/s12974-022-02614-8.
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Ow N, Kuspinar A, Mayo NE. Age differences in trajectories of self-rated health of young people with Multiple Sclerosis. Mult Scler Relat Disord 2022; 57:103322. [PMID: 35158425 DOI: 10.1016/j.msard.2021.103322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 09/27/2021] [Accepted: 10/08/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Recent evidence has suggested an existence of a multiple sclerosis (MS) prodrome. Hence, some young adults with MS are very likely to have had symptoms in childhood or adolescence. It is, therefore, reasonable to assume that people aged under 25 years with MS might have had pediatric-onset. In contrast, young people aged between 26 and 35 are less likely to have had pediatric-onset. Contrasting these two groups of people could lead to valuable information about the impact of MS over time. The purpose of this study is to characterize how self-rated health (SRH) in young people with MS changed over time and to estimate the extent to which SRH differs between age groups (18 to 25 years and 26 to 35 years) and sex. METHODS This study utilized placebo arm data from the Multiple Sclerosis Outcome Assessment Consortium database. Responses to the RAND-36 SRH item of 393 participants were included. Group-based trajectory models (GBTM) were used to identify patterns of change over two years. Ordinal regression was performed to estimate whether these trajectory groups differed by age group, sex, and relapse event. RESULTS Results of GBTM showed that all groups were stable over time except one progressing from a rating of "very good" to "excellent". Posterior probabilities showed that 35% of people consistently rated their health "very good or excellent" and 2% consistently rated their health as "poor". Health perceptions differed across age groups (β = 0.5, OR: 1.7 CI: 1.1, 2.6) but not sex (β = -0.1, OR: 0.9 CI: 0.6 1.3). Compared to the younger group, people aged 26 to 35 years are 1.7 times more likely to rate their health poorer. People with relapses are also 2.2 times more likely to rate their health poorer (β = 0.8, OR: 2.2 CI: 1.5, 3.2). CONCLUSION Trajectories of SRH of young people with MS were relatively stable. In the absence of drug treatment, people in the younger group (<25 years) rated their health better than those in a slightly older group which is consistent with lower disability.
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Affiliation(s)
- Nikki Ow
- School of Physical and Occupational Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada; Center for Outcomes Research and Evaluation (CORE), The Research Institute of the McGill University Health Center (RI-MUHC), Montreal, QC, Canada.
| | - Ayse Kuspinar
- School of Rehabilitation Science, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Nancy E Mayo
- School of Physical and Occupational Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada; Center for Outcomes Research and Evaluation (CORE), The Research Institute of the McGill University Health Center (RI-MUHC), Montreal, QC, Canada
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Mohamed AAB, Algahalan HA, Thabit MN. Correlation between functional MRI techniques and early disability in ambulatory patients with relapsing–remitting MS. Egypt J Neurol Psychiatry Neurosurg 2022. [DOI: 10.1186/s41983-022-00457-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
Abstract
Background
Multiple sclerosis (MS) is a common neurological disorder which can lead to an occasional damage to the central nervous system. Conventional magnetic resonance imaging (cMRI) is an important modality in the diagnosis of MS; however, correlation between cMRI findings and clinical impairment is weak. Non-conventional MRI techniques including apparent diffusion coefficient (ADC) and magnetic resonance spectroscopy (MRS) investigate the metabolic changes over the course of MS and overcome the limits of cMRI.
A total of 80 patients with MS and 20 age and sex-matched healthy control subjects were enrolled in this cross-sectional study. Ambulatory patients with relapsing–remitting MS (RRMS) were recruited. Expanded Disability Status Scale (EDSS) was used to assess the disability and the patients were categorized into three groups “no disability”, “minimal disability” and “moderate disability”. All patients underwent cMRI techniques. ADC was measured in MS plaques and in normal appearing white matter (NAWM) adjacent and around the plaque. All metabolites concentrations were expressed as ratios including N-acetyl-aspartate/creatine (NAA/Cr), choline/N-acetyl-aspartate (Cho/NAA) and choline/creatine (Cho/Cr). ADC and metabolite concentrations were measured in the normal white matter of 20 healthy control subjects.
Results
The study was carried on 80 MS patients [36 males (45%) and 44 females (55%)] and 20 healthy control [8 males (40%) and 12 females (60%)]. The ADC values and MRS parameters in NAWM of patients with MS were significantly different from those of the control group. The number of the plaques on T2 images and black holes were significantly higher at “Minimal disability” group. Most of the enhanced plaques were at the “Moderate disability” group with P value < 0.001. The mean of ADC in the group 1, 2 and 3 of disability was 1.12 ± 0.19, 1.50 ± 0.35, 1.51 ± 0.36, respectively, with P value < 0. 001. In the group 1, 2 and 3 of disability, the mean of NAA/Cr ratio at the plaque was 1.34 ± 0.44, 1.59 ± 0.51 and 1.11 ± 0.15, respectively, with P value equal 0.001.
Conclusion
The non-conventional quantitative MRI techniques are useful tools for detection of early disability in MS patients.
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Wicks CR, Sloan R, DiMauro S, Thompson EL, Billington S, Webb M, Pepper G. Patients' experiences of self-identification, seeking support, and anticipation of potential relapse in multiple sclerosis. Mult Scler Relat Disord 2021; 56:103259. [PMID: 34628265 DOI: 10.1016/j.msard.2021.103259] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 08/17/2021] [Accepted: 09/06/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Multiple sclerosis (MS) relapses are associated with increased disability, reduced quality of life and negative psychosocial impacts. However, they often go unrecognised; people with MS (MSers) may face barriers to self-identification of relapses or seeking support for them. The charity Shift.ms sought to better understand 1) MSers' challenges in self-identifying potential relapses, 2) where MSers' seek support for potential relapses, and 3) the impact of the anticipation of relapses on MSers' wellbeing and daily living. METHODS Shift.ms developed a patient perspective 8-question pilot survey (included likert-style, multiple-choice, and optional free-text responses) and shared it with Shift.ms' international online community (n = 20,052). Descriptive quantitative analysis, and content analysis and thematic analysis of qualitative free-text responses were used. RESULTS 1,737 MSers responded. Just under one third (29.9%) of MSers reported that it takes them 24 h or less to self-identify a potential relapse, while more than half (54.5%) reported that identification occurs within 48 h; 55% MSers felt that the "at least 24 h" clinical criterion of relapse classification was appropriate. Challenges to relapse self-identification included confounding background symptoms or infection, variability of relapse symptoms, and individualistic nature of MS. Fatigue was reported to be the most common symptom of relapse (75%), however fatigue was also the symptom most commonly mistaken for relapse (40%). Barriers to relapse self-identification were a shorter duration since MS diagnosis and a perceived lack of consensus around relapse classification. Respondents reported they most often seek relapse support/advice from healthcare professionals (HCPs) (37.1%), family/friends (32.1%), or not at all (16.9%). Rather than temporal criteria (i.e. the 24 h criterion), participants felt that severity of symptoms could play a more critical role in whether to seek support for a potential relapse. Barriers to seeking support/advice included variability in HCP advice and feelings of invalidation. Anticipation of relapses negatively impacted MSers wellbeing; led to reduced participation in activities, and the development of adjustment/coping strategies. Relapse triggers included stress, reduced self-care, infection/illness; 78.5% reported stress or anxiety had triggered relapse. CONCLUSIONS These findings highlight difficulties MSers face in self-identifying relapses, barriers to accessing support, and impact of anticipation of relapses. They also highlight opportunities for improved MSer and HCP communication, dialogue and two-way education to help optimise patient access to relapse support and intervention.
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Affiliation(s)
| | - Rob Sloan
- Shift.ms, Platform, New Station Street, Leeds, LS1 4JB, UK
| | - Sophie DiMauro
- Shift.ms, Platform, New Station Street, Leeds, LS1 4JB, UK
| | | | - Sam Billington
- Shift.ms, Platform, New Station Street, Leeds, LS1 4JB, UK
| | - Mark Webb
- Shift.ms, Platform, New Station Street, Leeds, LS1 4JB, UK
| | - George Pepper
- Shift.ms, Platform, New Station Street, Leeds, LS1 4JB, UK.
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Waltrip RW, Mahler N, Ahsan A, Herbert LB. Effect of Health Care Providers' Focused Discussion and Proactive Education About Relapse Management on Patient Reporting of Multiple Sclerosis Relapse. Int J MS Care 2021; 23:151-156. [PMID: 34483753 DOI: 10.7224/1537-2073.2020-018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background Treatments for multiple sclerosis (MS) relapse include intravenous corticosteroids and repository corticotropin injection. Despite available treatment, in the Multiple Sclerosis in America 2017 survey, only 47% of patients reported always/often contacting their MS health care provider (HCP) during relapse. In this study, the Multiple Sclerosis in America 2017 survey participants who received intravenous corticosteroids or repository corticotropin injection for treatment of past relapses completed a follow-up survey to understand how patients characterize relapse severity and to explore predictors of patients contacting their HCP during a relapse. Methods Patients were 18 years and older, diagnosed as having MS by an HCP, and currently using disease-modifying therapy. Patients completed an online survey assessing relapse characteristics and interactions with the HCP treating the patient's MS. Regression analysis identified predictors of patients contacting their HCP during relapse. Results Mean age of the 126 respondents was 49.2 years, 81.0% were female, and most (80.2%) had one or more relapses in the past 2 years. Patients estimated that 38.3% of their relapses were mild; 45.1%, moderate; and 16.6%, severe. Number and frequency of symptoms increased with relapse severity. Less than half (46.0%) reported they were extremely likely to contact their HCP during a relapse. The best predictors of being likely to contact the HCP during relapse were the HCP having previously discussed the importance of immediately communicating a relapse and patients' willingness to accept the HCP's recommendation for relapse treatment. Conclusions Findings highlight the importance of HCPs' advance discussions with patients with MS regarding relapse management to increase the likelihood patients will contact their HCP during relapse.
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Balasa R, Barcutean L, Mosora O, Manu D. Reviewing the Significance of Blood-Brain Barrier Disruption in Multiple Sclerosis Pathology and Treatment. Int J Mol Sci 2021; 22:ijms22168370. [PMID: 34445097 PMCID: PMC8395058 DOI: 10.3390/ijms22168370] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 07/19/2021] [Accepted: 07/31/2021] [Indexed: 12/27/2022] Open
Abstract
The disruption of blood–brain barrier (BBB) for multiple sclerosis (MS) pathogenesis has a double effect: early on during the onset of the immune attack and later for the CNS self-sustained ‘inside-out’ demyelination and neurodegeneration processes. This review presents the characteristics of BBB malfunction in MS but mostly highlights current developments regarding the impairment of the neurovascular unit (NVU) and the metabolic and mitochondrial dysfunctions of the BBB’s endothelial cells. The hypoxic hypothesis is largely studied and agreed upon recently in the pathologic processes in MS. Hypoxia in MS might be produced per se by the NVU malfunction or secondary to mitochondria dysfunction. We present three different but related terms that denominate the ongoing neurodegenerative process in progressive forms of MS that are indirectly related to BBB disruption: progression independent of relapses, no evidence of disease activity and smoldering demyelination or silent progression. Dimethyl fumarate (DMF), modulators of S1P receptor, cladribine and laquinimode are DMTs that are able to cross the BBB and exhibit beneficial direct effects in the CNS with very different mechanisms of action, providing hope that a combined therapy might be effective in treating MS. Detailed mechanisms of action of these DMTs are described and also illustrated in dedicated images. With increasing knowledge about the involvement of BBB in MS pathology, BBB might become a therapeutic target in MS not only to make it impenetrable against activated immune cells but also to allow molecules that have a neuroprotective effect in reaching the cell target inside the CNS.
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Affiliation(s)
- Rodica Balasa
- Department of Neurology, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade”, 540136 Targu Mures, Romania;
- Neurology 1 Clinic, Emergency Clinical County Hospital Mures, 540136 Targu Mures, Romania;
| | - Laura Barcutean
- Department of Neurology, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade”, 540136 Targu Mures, Romania;
- Neurology 1 Clinic, Emergency Clinical County Hospital Mures, 540136 Targu Mures, Romania;
- Correspondence: ; Tel.: +40-745-373947
| | - Oana Mosora
- Neurology 1 Clinic, Emergency Clinical County Hospital Mures, 540136 Targu Mures, Romania;
| | - Doina Manu
- Advanced Research Center Medical and Pharmaceutical, University of Medicine, Pharmacy, Sciences and Technology “George Emil Palade”, 540142 Targu Mures, Romania;
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Abstract
SUMMARY Our increasing understanding of the immunopathogenesis of multiple sclerosis has led to the development of many disease-modifying therapies that have revolutionized the care of patients with relapsing forms of the disease. Our understanding of the pathophysiologic basis of progressive forms of the disease is much more limited but has dramatically changed over the past several decades. We are now on the verge of developing therapies that promote remyelination, reduce axonal loss, and restore axonal function. This progress is challenged by inadequate animal models of progressive disease and incomplete biomarkers of progression. In measuring central nervous system function, evoked potentials may have an advantage over biomarkers, which measure only pathologic change. Monitoring multifocal visual evoked potential amplitude may be one possible means of monitoring disease progression in multiple sclerosis. Additional clinical studies are required to document whether evoked potentials can adequately serve as effective biomarkers of progression.
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Ahuja Y, Kim N, Liang L, Cai T, Dahal K, Seyok T, Lin C, Finan S, Liao K, Savovoa G, Chitnis T, Cai T, Xia Z. Leveraging electronic health records data to predict multiple sclerosis disease activity. Ann Clin Transl Neurol 2021; 8:800-810. [PMID: 33626237 PMCID: PMC8045951 DOI: 10.1002/acn3.51324] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 12/26/2020] [Accepted: 02/01/2021] [Indexed: 12/26/2022] Open
Abstract
Objective No relapse risk prediction tool is currently available to guide treatment selection for multiple sclerosis (MS). Leveraging electronic health record (EHR) data readily available at the point of care, we developed a clinical tool for predicting MS relapse risk. Methods Using data from a clinic‐based research registry and linked EHR system between 2006 and 2016, we developed models predicting relapse events from the registry in a training set (n = 1435) and tested the model performance in an independent validation set of MS patients (n = 186). This iterative process identified prior 1‐year relapse history as a key predictor of future relapse but ascertaining relapse history through the labor‐intensive chart review is impractical. We pursued two‐stage algorithm development: (1) L1‐regularized logistic regression (LASSO) to phenotype past 1‐year relapse status from contemporaneous EHR data, (2) LASSO to predict future 1‐year relapse risk using imputed prior 1‐year relapse status and other algorithm‐selected features. Results The final model, comprising age, disease duration, and imputed prior 1‐year relapse history, achieved a predictive AUC and F score of 0.707 and 0.307, respectively. The performance was significantly better than the baseline model (age, sex, race/ethnicity, and disease duration) and noninferior to a model containing actual prior 1‐year relapse history. The predicted risk probability declined with disease duration and age. Conclusion Our novel machine‐learning algorithm predicts 1‐year MS relapse with accuracy comparable to other clinical prediction tools and has applicability at the point of care. This EHR‐based two‐stage approach of outcome prediction may have application to neurological disease beyond MS.
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Affiliation(s)
- Yuri Ahuja
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Nicole Kim
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Liang Liang
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Tianrun Cai
- Division of Rheumatology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Kumar Dahal
- Division of Rheumatology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Thany Seyok
- Division of Rheumatology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Chen Lin
- Clinical Natural Language Processing Program, Boston Children's Hospital, Boston, MA, USA
| | - Sean Finan
- Clinical Natural Language Processing Program, Boston Children's Hospital, Boston, MA, USA
| | - Katherine Liao
- Division of Rheumatology, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Guergana Savovoa
- Clinical Natural Language Processing Program, Boston Children's Hospital, Boston, MA, USA
| | - Tanuja Chitnis
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Tianxi Cai
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA.,Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Zongqi Xia
- Department of Neurology and Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, USA
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Cattaneo D, Gervasoni E, Anastasi D, Di Giovanni R, Brichetto G, Carpinella I, Cavalla P, Confalonieri P, Groppo E, Prosperini L, Tacchino A, Rovaris M, Solaro C. Prevalence and patterns of subclinical motor and cognitive impairments in non-disabled individuals with early multiple sclerosis: a multicenter cross-sectional study. Ann Phys Rehabil Med 2021; 65:101491. [PMID: 33454397 DOI: 10.1016/j.rehab.2021.101491] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 11/10/2020] [Accepted: 11/12/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Motor and cognitive disorders appear early in the course of multiple sclerosis (MS) and develop gradually over time. OBJECTIVE To study the frequency and pattern of subtle functional disorders in people with MS (PwMS) with no overt signs of disability in an early phase of the disease and their association with walking impairments in daily activities. METHODS In this cross-sectional study, we recruited PwMS with an Expanded Disability Status Scale (EDSS) score ≤ 2.5 and disease duration ≤ 5 years. Participants were assessed with functional scales rating walking endurance (6-Min Walk Test), perceived walking ability (Twelve-item Multiple Sclerosis Walking Scale), balance (Fullerton Advanced Balance scale_short), manual dexterity (Nine Hole Peg Test), fatigue (Fatigue Severity Scale), and cognitive impairments (Brief International Cognitive Assessment). RESULTS About 90% of the 82 PwMS (mean [SD] EDSS score 1.5 [0.7] and disease duration 2.2 [1.7] years) showed endurance values below the expected score; almost 30% showed impairment, and for 57%, perceived walking ability score was abnormal. Balance was impaired in 48% of participants, as was manual dexterity (29%) and fatigue (24%), but only a few showed cognitive impairments. Only 11% of PwMS had no abnormal score on the scales used in the assessment. As compared with EDSS score 0 to 1.5, with EDSS score 2 to 2.5, performance was worse for endurance (difference ±61.0 m, p=0.016), perceived walking ability (-11 points, p=0.002), balance (+1.9 points, p=0.005), manual dexterity (-2.8 sec, p=0.004), and fatigue (-1.3 points, p=0.013). Factors that predicted perceived walking ability were balance (B = -1.37, p<0.001) and fatigue (B = 5.11, p<0.001) rather than endurance (B = -0.01, p=048). CONCLUSION Even PwMS with no clinical disability and classified as having "no problem walking" present walking and other functional deficits when assessed with specific functional tests. The addition of specific tools could better identify subtle motor and cognitive deficits. Finally, the assessment of balance disorders and fatigue is important to understand individuals' perceived walking impairments in daily activities.
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Affiliation(s)
- Davide Cattaneo
- IRCSS Fondazione Don Carlo Gnocchi, Via Capecelatro 66, 20148 Milano, Italy
| | - Elisa Gervasoni
- IRCSS Fondazione Don Carlo Gnocchi, Via Capecelatro 66, 20148 Milano, Italy.
| | - Denise Anastasi
- IRCSS Fondazione Don Carlo Gnocchi, Via Capecelatro 66, 20148 Milano, Italy
| | - Rachele Di Giovanni
- Rehabilitation Department, CRRF Mons L Novarese, 13040 Loc. Trompone, Moncrivello (VC), Italy
| | - Giampaolo Brichetto
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), via Operai 40, 16149 Genoa, Italy
| | - Ilaria Carpinella
- IRCSS Fondazione Don Carlo Gnocchi, Via Capecelatro 66, 20148 Milano, Italy
| | - Paola Cavalla
- MS Center, Department of Neuroscience and Mental Health, City of Health and Science, University Hospital of Torino, via Cherasco 15, Turin, Italy
| | - Paolo Confalonieri
- Multiple Sclerosis Center, IRCCS Foundation "Carlo Besta" Neurological Institute, Milan, Italy
| | - Elisabetta Groppo
- IRCSS Fondazione Don Carlo Gnocchi, Via Capecelatro 66, 20148 Milano, Italy; Clinica Neurologica III, Università degli Studi di Milano, Polo Universitario San Paolo, ASST Santi Paolo e Carlo, Via Antonio di Rudinì, 820142 Milano, Italy
| | - Luca Prosperini
- Department of Neurosciences, S. Camillo-Forlanini Hospital, c.ne Gianicolense 87, 00152 Rome, Italy
| | - Andrea Tacchino
- Scientific Research Area, Italian Multiple Sclerosis Foundation (FISM), via Operai 40, 16149 Genoa, Italy
| | - Marco Rovaris
- IRCSS Fondazione Don Carlo Gnocchi, Via Capecelatro 66, 20148 Milano, Italy
| | - Claudio Solaro
- Rehabilitation Department, CRRF Mons L Novarese, 13040 Loc. Trompone, Moncrivello (VC), Italy
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Jin B, Zhang C, Geng Y, Liu M. Therapeutic Effect of Ginsenoside Rd on Experimental Autoimmune Encephalomyelitis Model Mice: Regulation of Inflammation and Treg/Th17 Cell Balance. Mediators Inflamm 2020; 2020:8827527. [PMID: 33380901 DOI: 10.1155/2020/8827527] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/17/2020] [Accepted: 11/24/2020] [Indexed: 12/17/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune inflammatory disease. Inflammatory infiltrates and demyelination of the CNS are the major characteristics of MS and its related animal model-experimental autoimmune encephalomyelitis (EAE). Immoderate autoimmune responses of Th17 cells and dysfunction of Treg cells critically contribute to the pathogenesis of MS and EAE. Our previous study showed that Ginsenoside Rd effectively ameliorated the clinical severity in EAE mice, but the mechanism remains unclear. In this study, we investigated the therapeutic effect of Ginsenoside Rd on EAE in vivo and in vitro and also explored the potential mechanisms for alleviating the injury of EAE. The results indicated that Ginsenoside Rd was effective for the treatment of EAE in mice and splenocytes. Ginsenoside Rd treatment on EAE mice ameliorated the severity of EAE and attenuated the characteristic signs of disease. Ginsenoside Rd displayed the therapeutic function to EAE by modulating inflammation and autoimmunity, via the downregulation of related proinflammatory cytokines IL-6 and IL-17, upregulation of inhibitory cytokines TGF-β and IL-10, and modulation of Treg/Th17 imbalance. And the Foxp3/RORγt/JAK2/STAT3 signaling was found to be associated with this protective function. In addition, analysis of gut microbiota showed that Ginsenoside Rd also had modulation potential on gut microbiota in EAE mice. Based on this study, we hypothesize that Ginsenoside Rd could be a potential and promising agent for the treatment of MS.
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Newland P, Salter A, Flach A, Flick L, Thomas FP, Gulick EE, Rantz M, Skubic M. Associations Between Self-Reported Symptoms and Gait Parameters Using In-Home Sensors in Persons With Multiple Sclerosis. Rehabil Nurs 2020; 45:80-7. [PMID: 30649037 DOI: 10.1097/rnj.0000000000000210] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND PURPOSE Multiple sclerosis (MS) is a progressive neurological disorder, characterized by exacerbations and remissions, often resulting in disability affecting multiple neurological functions. The purpose of this article was (1) to describe the frequencies of self-reported symptoms in a natural environment and (2) to determine characteristics and associations between self-reported symptoms and home gait parameters (speed, stride time, and stride length) at baseline and at 3 months in patients with MS. METHODS Participants completed the self-report MS-Related Symptom Scale to measure symptoms. A three-dimensional depth imaging system (Foresite Healthcare) was used to measure gait parameters in the home environment. RESULTS These data show significant correlations between the following symptoms: knee locking or collapsing, difficulty sleeping, depression, and anxiety with decreased number of average walks per day; however, the symptoms including trouble-making toilet: day and difficulty in starting urine were positively correlated with average walks per day. The symptom numbness was significantly correlated with decreased speed and decreased stride length. DISCUSSION AND CONCLUSIONS Our findings suggest that certain groups of symptoms were more frequently reported with certain gait parameters (stride time/speed) in persons with MS. Rehabilitation nurses can provide optimal care to prevent future decline in symptoms and gait.
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Ontaneda D, Tallantyre EC, Raza PC, Planchon SM, Nakamura K, Miller D, Hersh C, Craner M, Bale C, Chaudhry B, Gunzler DD, Love TE, Gerry S, Coles A, Cohen JA, Evangelou N. Determining the effectiveness of early intensive versus escalation approaches for the treatment of relapsing-remitting multiple sclerosis: The DELIVER-MS study protocol. Contemp Clin Trials 2020; 95:106009. [DOI: 10.1016/j.cct.2020.106009] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 04/08/2020] [Accepted: 04/14/2020] [Indexed: 12/29/2022]
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Hauser SL, Kappos L, Arnold DL, Bar-Or A, Brochet B, Naismith RT, Traboulsee A, Wolinsky JS, Belachew S, Koendgen H, Levesque V, Manfrini M, Model F, Hubeaux S, Mehta L, Montalban X. Five years of ocrelizumab in relapsing multiple sclerosis: OPERA studies open-label extension. Neurology 2020; 95:e1854-e1867. [PMID: 32690791 PMCID: PMC7682822 DOI: 10.1212/wnl.0000000000010376] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 04/10/2020] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE To assess over 3 years of follow-up the effects of maintaining or switching to ocrelizumab (OCR) therapy on clinical and MRI outcomes and safety measures in the open-label extension (OLE) phase of the pooled OPERA: I/II studies in relapsing multiple sclerosis. METHODS After 2 years of double-blind, controlled treatment, patients continued OCR (600 mg infusions every 24 weeks) or switched from interferon (IFN)-β-1a (44 μg 3 times weekly) to OCR when entering the OLE phase (3 years). Adjusted annualized relapse rate, time to onset of 24-week confirmed disability progression (CDP)/improvement (CDP), brain MRI activity (gadolinium-enhanced and new/enlarging T2 lesions), and percentage brain volume change were analyzed. RESULTS Of patients entering the OLE phase, 88.6% completed year 5. The cumulative proportion with 24-week CDP was lower in patients who initiated OCR earlier vs patients initially receiving IFN-β-1a (16.1% vs 21.3% at year 5; p = 0.014). Patients continuing OCR maintained and those switching from IFN-β-1a to OCR attained near complete and sustained suppression of new brain MRI lesion activity from years 3-5. Over the OLE phase, patients continuing OCR exhibited less whole brain volume loss from double-blind study baseline vs those switching from IFN-β-1a (-1.87% vs -2.15% at year 5; p < 0.01). Adverse events were consistent with past reports and no new safety signals emerged with prolonged treatment. CONCLUSION Compared with patients switching from IFN-β-1a, earlier and continuous OCR treatment up to 5 years provided sustained benefit on clinical and MRI measures of disease progression. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that earlier and continuous treatment with OCR provided sustained benefit on clinical and MRI outcomes of disease activity and progression compared with patients switching from IFN-β-1a. The study is rated Class III because of the initial treatment randomization disclosure that occurred after inclusion in OLE. CLINICAL TRIAL IDENTIFIERS NCT01247324/NCT01412333.
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Affiliation(s)
- Stephen L Hauser
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Ludwig Kappos
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Douglas L Arnold
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Amit Bar-Or
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Bruno Brochet
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Robert T Naismith
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Anthony Traboulsee
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Jerry S Wolinsky
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Shibeshih Belachew
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Harold Koendgen
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA.
| | - Victoria Levesque
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Marianna Manfrini
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Fabian Model
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Stanislas Hubeaux
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Lahar Mehta
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
| | - Xavier Montalban
- From the Department of Neurology (S.L.H.), University of California, San Francisco; Neurologic Clinic and Policlinic (L.K.), Departments of Medicine, Clinical Research, Biomedicine and Biomedical Engineering, University Hospital Basel, University of Basel, Switzerland; NeuroRx Research (D.L.A.); Departments of Neurology and Neurosurgery (D.L.A.), McGill University, Montreal, Canada; Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics (A.B.-O.), University of Pennsylvania, Philadelphia; Department of Neurology (B.B.), CHU de Bordeaux, France; Department of Neurology (R.T.N.), Washington University School of Medicine, St. Louis, MO; Division of Neurology (A.T.), Department of Medicine, University of British Columbia, Vancouver, Canada; Department of Neurology (J.S.W.), McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth); F. Hoffmann-La Roche Ltd (S.B., H.K., M.M., F.M., S.H.), Basel, Switzerland; Genentech, Inc. (V.L., L.M.), South San Francisco, CA; Division of Neurology (X.M.), University of Toronto, Canada; and Department of Neurology-Neuroimmunology (X.M.), Vall d'Hebron University Hospital, Barcelona, Spain. During completion of the work related to this article, S.B. and L.M. were employees of F. Hoffmann-La Roche Ltd; current affiliations are Biogen (S.B.), Cambridge, MA; and Alder Biopharmaceuticals Inc. (L.M.), Bothell, WA
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Ahmed Ali M, Gamil Shaker O, Mohamed Eid H, Elsayed Mahmoud E, Mahmoud Ezzat E, Nady Gaber S. Relationship between miR-155 and miR-146a polymorphisms and susceptibility to multiple sclerosis in an Egyptian cohort. Biomed Rep 2020; 12:276-84. [PMID: 32257191 DOI: 10.3892/br.2020.1286] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 12/13/2019] [Indexed: 11/05/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disorder of the central nervous system. It was previously demonstrated that miR-155 and miR-146a served a vital role in the pathophysiology of MS, and single nucleotide polymorphisms in miR-155 and miR-146a were found to be associated with the susceptibility to different autoimmune diseases, such as systemic lupus erythematosus, rheumatoid arthritis and type I diabetes. The aim of the present study was to analyze the association between susceptibility to MS and two genetic polymorphisms (miR-155 rs767649 A>T and miR-146a rs57095329 A>G) in a cohort of Egyptian patients. The presence of the two polymorphisms were analyzed in 114 patients with MS and 152 healthy controls using quantitative PCR. The present study demonstrated for the first time that: The TT genotype and T allele in miR-155 (rs767649 A>T) polymorphism were associated with an increased risk of MS; the miR-146a (rs57095329 A>G) mutated G allele conferred protection against the development of MS in all genetic models; miR-155 rs767649 A>T was a risk associated polymorphism of MS in females, but not in males; and miR-155 rs767649 AT/TT and miR-146a rs57095329 GG genotypes showed significantly higher distributions among patients with higher Expanded Disability Status Scale scores and secondary progressive MS subgroups. Therefore, miR-155 rs767649 polymorphism may confer susceptibility to MS, whereas miR-146a rs57095329 may be protective against MS in an Egyptian cohort.
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Haas J, Jeffery D, Silva D, Meier DP, Meinert R, Cohen J, Hartung HP. Early initiation of fingolimod reduces the rate of severe relapses over the long term: Post hoc analysis from the FREEDOMS, FREEDOMS II, and TRANSFORMS studies. Mult Scler Relat Disord 2019; 36:101335. [PMID: 31557679 DOI: 10.1016/j.msard.2019.07.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 06/21/2019] [Accepted: 07/19/2019] [Indexed: 01/16/2023]
Abstract
BACKGROUND Relapse frequency is often correlated with the prognosis of multiple sclerosis (MS). In patients with relapsing-remitting MS (RRMS), relapses vary in severity and may affect activities of daily living, require steroid intervention, or hospitalization. Incomplete recovery from relapses results in increasing disability. In pivotal phase III studies of fingolimod (FREEDOMS, FREEDOMS II, and TRANSFORMS), the frequency of overall and severe relapses was significantly reduced in patients with RRMS treated with fingolimod compared with placebo or intramuscular interferon β-1a (IFN β-1a). The objective of this study was to report the effect of early initiation of fingolimod on relapse severity in patients with RRMS. METHODS This is a post hoc descriptive analysis of data from the pooled placebo-controlled FREEDOMS/FREEDOMS II studies and from the active-comparator TRANSFORMS study. Patients were analyzed under 2 groups: patients initially randomized to receive fingolimod 0.5 mg during the core phase and continued fingolimod 0.5 mg in the extension phase (immediate fingolimod group), and patients initially randomized to placebo or IFN β-1a during the core phase and switched to fingolimod during the extension phase (delayed fingolimod group). Annualized relapse rate (ARR) was estimated for severe relapses (defined as Expanded Disability Status Scale increase of >1 point, or >2-point change in 1 or 2 Functional Systems, respectively, or >1-point change in >4 Functional Systems). ARR was also estimated for relapses that affected activities of daily living, required steroid use, or hospitalization. RESULTS In the pooled FREEDOMS/FREEDOMS II extensions, the immediate fingolimod group showed sustained reductions in the proportion (core: 15.8% and extension: 9.3%) and in ARR over 4 years (0.032 and 0.015) for severe relapses, in relapses requiring steroids (0.149 and 0.123), hospitalization (0.049 and 0.039) and relapses affecting activities of daily living (0.155 and 0.112). In the TRANSFORMS extension, similar reductions were observed in the immedaite group for the proportion of severe relapses (core: 11.8% and extension: 9.8%). ARR remained low over 2 years for severe relapses (0.024 and 0.018), relapses affecting activities of daily living (0.112 and 0.109), relapses requiring steroids (0.156 and 0.161) and hospitalization (0.027 and 0.033). Results in the FREEDOMS/FREEDOMS II and TRANSFORMS extensions for the delayed group were similar. In the TRANSFORMS extension, the proportion of severe relapses were 18.0% (core) and 11.1% (extension); there were significant reductions in ARR for severe relapses (core: 0.079 and extension: 0.029), relapses requiring steroids (0.366 and 0.232), hospitalization (0.092 and 0.055), and relapses affecting activities of daily living (0.285 and 0.144) (all p < 0.0001). Complete recovery was reported for the majority of relapses during the core and extension phases in both the immediate and delayed fingolimod groups (Pooled FREEDOMS/FREEDOMS II: immediate group 59.7%-65.5% and delayed group 64.9%-67.7%; TRANSFORMS: 72.1%-80.0% and 65.4%-70.8%). CONCLUSIONS In patients with RRMS, the frequency of severe relapses and relapse severity remained low in the immedaite fingolimod group over a period of 4 years. Reductions in the proportion of severe relapses post switch from IFN β-1a or placebo to fingolimod underscore the clinical benefit and the relevance of an early initiation of fingolimod.
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Affiliation(s)
- Judith Haas
- Center for Multiple Sclerosis, Jewish Hospital, Berlin, Germany.
| | | | | | | | | | - Jeffrey Cohen
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Hans-Peter Hartung
- Department of Neurology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
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Koch-henriksen N, Thygesen LC, Sørensen PS, Magyari M. Worsening of disability caused by relapses in multiple sclerosis: A different approach. Mult Scler Relat Disord 2019; 32:1-8. [DOI: 10.1016/j.msard.2019.04.017] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 03/26/2019] [Accepted: 04/12/2019] [Indexed: 12/30/2022]
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Yan XB, Zhao YF, Yang YM, Wang N, He BZ, Qiu XT. Impact of astrocyte and lymphocyte interactions on the blood-brain barrier in multiple sclerosis. Rev Neurol (Paris) 2019; 175:396-402. [PMID: 31027862 DOI: 10.1016/j.neurol.2018.12.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 12/12/2018] [Accepted: 12/28/2018] [Indexed: 11/25/2022]
Abstract
OBJECTIVE This study was designed to investigate the impact of astrocyte and lymphocyte (LC) interactions in the blood-brain barrier (BBB) on the pathogenesis of multiple sclerosis (MS). METHODS Primary rat brain microvascular endothelial cells (rBMECs) and astrocytes isolated from Sprague-Dawley rats were used to establish in vitro BBB models. Transendothelial electrical resistance (TEER) and permeability were compared between rBMEC monocultures and rBMEC/astrocyte co-cultures to evaluate the validity of each as a BBB cell model. rBMEC/LC co-cultures and rBMEC/astrocyte/LC tri-cultures were established to evaluate inflammatory responses in MS by measuring the gene expression levels of nerve growth factor (NGF), matrix metalloproteinase 2 (MMP-2), matrix metalloproteinase 9 (MMP-9), interleukin 17 (IL-17), interferon γ (IFN-γ), and forkhead box P3 (Foxp3). RESULTS The rBMEC/astrocyte co-cultures exhibited higher TEER values and lower lymphocyte permeabilities than those of rBMEC monocultures. Compared to the rBMEC mono-cultures, the rBMEC/astrocyte/LC tri-cultures showed significantly decreased NGF, IL-17, and IFN-γ and increased MMP-2 and Foxp3 expression. Furthermore, the tri-cultures exhibited decreased NGF, IL-17, and IFN-γ expression compared to the rBMEC/astrocyte co-cultures, and increased MMP-2 expression compared to that shown by the rBMEC/LC co-cultures. MMP-9 expression did not vary significantly between the four established BBB cell models. CONCLUSION These results suggest that the synergistic effect between astrocytes and LCs may increase the expression of MMP-2 and decrease that of IL-17 and IFN-γ at the BBB. Furthermore, the use of rBMEC/astrocytes/LC tri-cultures enabled us to test the synergistic effect between astrocytes and LCs and their roles in MS pathogenesis.
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Affiliation(s)
- X-B Yan
- Department of Neurology, The Second Clinical Hospital of Harbin Medical University, 150086 Harbin, China.
| | - Y-F Zhao
- Department of Neurology, The Second Clinical Hospital of Harbin Medical University, 150086 Harbin, China
| | - Y-M Yang
- Department of Neurology, The Second Clinical Hospital of Harbin Medical University, 150086 Harbin, China
| | - N Wang
- Department of Neurology, The Second Clinical Hospital of Harbin Medical University, 150086 Harbin, China
| | - B-Z He
- The University of New South Wales, 2033 Kensington, Australia
| | - X-T Qiu
- Department of Neurology, The Second Clinical Hospital of Harbin Medical University, 150086 Harbin, China
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Abstract
Multiple sclerosis (MS) is a chronic inflammatory demyelinating disease of the central nervous system and one of the leading causes of disability in young adults. While some patients with MS have a benign course in which they develop limited disability even after many years, other patients have a rapidly progressive course resulting in severe disability. However, the progression of the disease, particularly disability, is currently a predictable course with neuroimaging features to some extend. Magnetic resonance imaging (MRI) is not only the main diagnostic tool but also used to monitor response to therapies, thanks to its high sensitivity and ability to identify clinically silent lesions. This report presents a literature review which examines in detail the relationship between MRI findings and disability.
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Affiliation(s)
- Rahşan Göçmen
- Hacettepe University School of Medicine, Department of Radiology, Ankara, Turkey
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21
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Rotondo E, Graziosi A, Di Stefano V, Mohn AA. Methylprednisolone-induced hepatotoxicity in a 16-year-old girl with multiple sclerosis. BMJ Case Rep 2018; 11:11/1/e226687. [PMID: 30567201 DOI: 10.1136/bcr-2018-226687] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory disease with demyelination of the central nervous system. High-dosage corticosteroids are the first-line therapy in the acute relapsing of MS. We report a case of severe high-dose methylprednisolone-induced acute hepatitis in a patient with a new diagnosis of MS. A 16-year-old girl was admitted for urticaria, angioedema, nausea and vomiting a month later she had been diagnosed with MS and treated with high-dosage methylprednisolone. Laboratory investigations showed hepatic insufficiency with grossly elevated liver enzymes. A liver biopsy showed focal centrilobular hepatocyte necrosis with interface hepatitis. Methylprednisolone-induced hepatotoxicity can confuse the clinical picture of patients with MS and complicate the differential diagnosis. We believe that each specialist should know it and monitor patients with MS taking high doses of methylprednisolone. As there is no screening model that predicts idiosyncratic hepatotoxicity, we promote screening for potential liver injury following pulse steroid therapy.
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Affiliation(s)
- Eleonora Rotondo
- Department of Paediatrics, "G. d'Annunzio" University, Chieti, Italy
| | | | - Vincenzo Di Stefano
- Department of Neuroscience, Imaging and Clinical Sciences, "G. d'Annunzio" University, Chieti, Italy
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Lavorgna L, Borriello G, Esposito S, Abbadessa G, Capuano R, De Giglio L, Logoteta A, Pozzilli C, Tedeschi G, Bonavita S. Impact of early diagnosis on clinical characteristics of an Italian sample of people with multiple sclerosis recruited online. Mult Scler Relat Disord 2019; 27:239-46. [PMID: 30419509 DOI: 10.1016/j.msard.2018.10.113] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 10/19/2018] [Accepted: 10/28/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND In order to anticipate the diagnosis of Multiple Sclerosis (MS), the diagnostic criteria had been reviewed several times in the last years. OBJECTIVE We wanted to understand whether earlier diagnoses of MS have impacted on therapeutic management of the disease. METHODS We designed a 22-item survey posted on SMsocialnetwork, a webplatform with a medical supervision, dedicated to Italian MS patients. We collected socio-demographic data, disease and treatment-related information of 1000 patients. RESULTS The median age at diagnosis significantly decreased over years. In the last decades the time delay between disease onset and diagnosis reduced, the disease phenotypes at diagnosis shifted from progressive form to relapsing ones and clinically isolated syndrome, the number of early treated patients increased over time. CONCLUSION We showed, verifying a large sample of patients in a reallife setting, that the improvement of the diagnostic process allowed the anticipation of MS diagnosis over years and had a huge impact in terms of treatment approach.
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Nazareth TA, Rava AR, Polyakov JL, Banfe EN, Waltrip II RW, Zerkowski KB, Herbert LB. Relapse prevalence, symptoms, and health care engagement: patient insights from the Multiple Sclerosis in America 2017 survey. Mult Scler Relat Disord 2018; 26:219-234. [DOI: 10.1016/j.msard.2018.09.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 09/05/2018] [Indexed: 11/17/2022]
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Tiloca C, Sorosina M, Esposito F, Peroni S, Colombrita C, Ticozzi N, Ratti A, Martinelli-Boneschi F, Silani V. No C9orf72 repeat expansion in patients with primary progressive multiple sclerosis. Mult Scler Relat Disord 2018; 25:192-195. [PMID: 30099204 DOI: 10.1016/j.msard.2018.07.047] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 05/29/2018] [Accepted: 07/31/2018] [Indexed: 12/14/2022]
Abstract
Pathological repeat expansion (RE) of the C9orf72 hexanucleotide sequence is associated to amyotrophic lateral sclerosis (ALS) and frontotemporal dementia disease continuum, although other heterogeneous clinical phenotypes have been documented. The occurrence of multiple sclerosis (MS) in some C9orf72 carriers with a more severe ALS disease course has suggested a possible modifying role for MS. However, C9orf72 RE seems not to play a role in MS pathogenesis. In this study, we screened C9orf72 in 189 Italian patients with primary progressive MS (PPMS), a rare clinical form characterized by less inflammation over neurodegenerative features. We failed to detect C9orf72 RE, but a significant representation of intermediate alleles (≥ 20 units) was observed in our PPMS cohort (2.1%) compared to healthy controls (0%, p < 0.05). In the normal range, allele distribution showed a trimodal pattern (2,5,8-repeat units) in PPMS and healthy controls with no significant difference. Our findings further demonstrate that C9orf72 RE is not genetically associated to MS spectrum, but suggest that intermediate alleles may represent risk factors as already reported for Parkinson disease.
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Affiliation(s)
- Cinzia Tiloca
- Istituto Auxologico Italiano, IRCCS, Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Milan 20145, Italy
| | - Melissa Sorosina
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSpe), Division of Neuroscience, San Raffaele Scientific Institute, Milan 20132, Italy
| | - Federica Esposito
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSpe), Division of Neuroscience, San Raffaele Scientific Institute, Milan 20132, Italy; Department of Neurology and Neuro-rehabilitation, San Raffaele Scientific Institute, Milan 20132, Italy
| | - Silvia Peroni
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSpe), Division of Neuroscience, San Raffaele Scientific Institute, Milan 20132, Italy
| | - Claudia Colombrita
- Istituto Auxologico Italiano, IRCCS, Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Milan 20145, Italy
| | - Nicola Ticozzi
- Istituto Auxologico Italiano, IRCCS, Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Milan 20145, Italy; Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, Università degli Studi di Milano, Milan 20122, Italy
| | - Antonia Ratti
- Istituto Auxologico Italiano, IRCCS, Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Milan 20145, Italy; Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, Università degli Studi di Milano, Milan 20122, Italy
| | - Filippo Martinelli-Boneschi
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSpe), Division of Neuroscience, San Raffaele Scientific Institute, Milan 20132, Italy; Laboratory of Genomics of Neurological Diseases and Department of Neurology, Policlinico San Donato Hospital and Scientific Institute, San Donato Milanese 20097, Italy; Department of Biomedical Sciences for Health, Università degli Studi di Milano, Milan 20133, Italy
| | - Vincenzo Silani
- Istituto Auxologico Italiano, IRCCS, Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Milan 20145, Italy; Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, Università degli Studi di Milano, Milan 20122, Italy.
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Makshakov GS, Nazarov VD, Totolyan NA, Lapin SV, Mazing AV, Emanuel VL, Krasnov VS, Shumilina MV, Skoromets AA, Evdoshenko EP. [The association of intrathecal production of immunoglobulin free light chains and progression of multiple sclerosis]. Zh Nevrol Psikhiatr Im S S Korsakova 2018; 117:4-10. [PMID: 29359727 DOI: 10.17116/jnevro20171171024-10] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
AIM To assess an impact of immunoglobulin free light chains (FLC) on short-term and long-term prognosis of clinical and radiological activity and progression of disability in multiple sclerosis (MS). MATERIAL AND METHODS A sample of 381 patients with definite MS was divided into 2 groups. In group 1, lumbar puncture was performed at the time of clinically isolated syndrome, and patients were prospectively followed up to 2 years (short-term prognosis group, n=97). In group 2, MS was diagnosed immediately after lumbar puncture, and retrospective analysis of the disease course with the duration not less than 5 years was performed (long-term prognosis group, n=284). The Expanded Disability Status Scale (EDSS) and the Multiple Sclerosis Severity Score (MSSS) were used to assess patient's status. Concentrations of kappa and lambda FLC in the CSF (K-FLCCSF, L-FLCCSF) and serum (K-FLCSERUM, L-FLCSERUM) as well as quotients of concentrations (Q-K and Q-L) were determined. Patients were stratified into subgroups with high and low concentrations of K-FLC and L-FLC using cut-offs from our previous studies: K-FLCCSF=0.595 mcg/l and L-FLCCSF=0.127 mcg/l. RESULTS In group 1, significant correlations were found only between EDSS score and concentrations of K-FLCCSF (r=0.377, p=0.00019) and Q-K (r=0.366, p=0.0012). FLC concentrations did not correlate with the number of relapses and new T2 lesions. The age and EDSS score at the disease onset didn't differ between patients with high and low K-FLC and L-FLC (K-FLCCSF: р=0.2658; L-FLCCSF: р=0.5502). A significant decrease of EDSS score after the disease onset was observed in all groups except for patients with high concentrations of K-FLCCSF (p=0.1844), so the EDSS score after 2 years was significantly higher in this subgroup of patients (p=0.0006). In group 2, significant correlations of K-FLC with EDSS score (r=0.181, p=0.002) and MSSS score (r=0.121, р=0.044) for long-term prognosis (median (IQR) = 8 (6-13) years) were found. No correlations of FLC concentrations with the number of relapses during the first 5 years were found. Survival analysis showed that high concentrations of K-FLCCSF were associated with the high risk of progression to EDSS 6 (HR=2.055, p=0.026) but not with EDSS 4 (HR=2.388, p=0.08). CONCLUSION Concentrations of kappa FLC can help to define the prognosis of MS early at the disease course. Although low concentrations of FLC do not exclude a severe disease phenotype, patients with high K-FLCCSF concentrations are at greater risk for faster MS progression, probably, due to impaired reparation of neural tissue. Measurement of FLC concentrations can be used to determine a therapeutic tactics in patients with MS.
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Affiliation(s)
- G S Makshakov
- City Center of Multiple Sclerosis and Other Autoimmune Diseases, City Clinical Hospital #31, St. Petersburg, Russia; Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - V D Nazarov
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - N A Totolyan
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - S V Lapin
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - A V Mazing
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - V L Emanuel
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - V S Krasnov
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - M V Shumilina
- City Center of Multiple Sclerosis and Other Autoimmune Diseases, City Clinical Hospital #31, St. Petersburg, Russia; Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - A A Skoromets
- Pavlov First St. Petersburg State Medical University, St. Petersburg, Russia
| | - E P Evdoshenko
- City Center of Multiple Sclerosis and Other Autoimmune Diseases, City Clinical Hospital #31, St. Petersburg, Russia
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Grover G, Ploughman M, Philpott DT, Kelly LP, Devasahayam AJ, Wadden K, Power KE, Button DC. Environmental temperature and exercise modality independently impact central and muscle fatigue among people with multiple sclerosis. Mult Scler J Exp Transl Clin 2018; 3:2055217317747625. [PMID: 29318030 PMCID: PMC5753932 DOI: 10.1177/2055217317747625] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Revised: 11/02/2017] [Accepted: 11/03/2017] [Indexed: 01/01/2023] Open
Abstract
Background Heat sensitivity and fatigue limit the ability of multiple sclerosis patients to participate in exercise. Objective The purpose of this study was to determine the optimal aerobic exercise parameters (environmental temperature and exercise modality) to limit exercise-induced central and muscle fatigue among people with multiple sclerosis. Methods Fourteen people with multiple sclerosis with varying levels of disability completed four randomized exercise sessions at 65% of the maximal volume of oxygen: body-weight supported treadmill cool (16°C), body-weight supported treadmill room (21°C), total-body recumbent stepper cool and total-body recumbent stepper room. Maximum voluntary contraction, electromyography, and evoked contractile properties were collected from the more affected plantar flexors along with subjective levels of fatigue, body temperature and perceived level of exertion. Results Exercise in cooler room temperature increased maximum voluntary contraction force (p = 0.010) and stabilized body temperature (p = 0.011) compared to standard room temperature. People with multiple sclerosis experienced greater peak twitch torque (p = 0.047), shorter time to peak twitch (p = 0.035) and a longer half relaxation time (p = 0.046) after total-body recumbent stepper suggestive of less muscle fatigue. Conclusion Cooling the exercise environment limits the negative effects of central fatigue during aerobic exercise and using total-body recumbent stepper (work distributed among four limbs) rather than body-weight supported treadmill lessens muscular fatigue. Therapists can titrate these two variables to help people with multiple sclerosis achieve sufficient exercise workloads.
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Affiliation(s)
- Geetika Grover
- School of Human Kinetics and Recreation, Memorial University, Canada
| | | | - Devin T Philpott
- School of Human Kinetics and Recreation, Memorial University, Canada
| | - Liam P Kelly
- Recovery and Performance Laboratory, Memorial University, Canada
| | | | - Katie Wadden
- Recovery and Performance Laboratory, Memorial University, Canada
| | - Kevin E Power
- School of Human Kinetics and Recreation, Memorial University, Canada
| | - Duane C Button
- School of Human Kinetics and Recreation, Memorial University, Canada
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Abstract
Accumulating neurological disability has a substantial impact on the lives of patients with multiple sclerosis (MS). As well as the established Expanded Disability Status Scale (EDSS), several other outcome measures are now available for assessing disability progression in MS. This review extends the findings of a previous analysis of relapsing-remitting MS (RRMS) trials published up to 2012, to determine whether there has been a shift in outcome measures used to assess disability in phase III clinical trials in RRMS and progressive MS. Forty relevant trials were identified (RRMS, n = 16; progressive MS, n = 18; other/mixed phenotypes, n = 6). Sustained EDSS worsening, particularly over 3 months, was included as an endpoint in almost all identified trials. Other disability-related endpoints included the Multiple Sclerosis Functional Composite z-score and scores for the physical component summary of the Multiple Sclerosis Impact Scale and Medical Outcomes Study Short-Form (36-item) Health Survey. Tests assessing manual dexterity, ambulation, vision and cognition were also employed, and in some trials, composite endpoints were used. However, there was no obvious trend in choice of disability outcome measures over time. Sustained EDSS worsening over short time periods continues to be the most widely used measure of disability progression in pivotal MS trials, despite its well-recognised limitations. A new tool set is needed for use in MS clinical trials that detects the benefit of potential treatments that slow (or reverse) progressive disability.
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Mayer L, Fink MK, Sammarco C, Laing L. Management Strategies to Facilitate Optimal Outcomes for Patients Treated with Delayed-release Dimethyl Fumarate. Drug Saf 2017; 41:347-356. [DOI: 10.1007/s40264-017-0621-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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29
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Fragoso YD, Willie PR, Goncalves MVM, Brooks JBB. Critical analysis on the present methods for brain volume measurements in multiple sclerosis. Arq Neuropsiquiatr 2017; 75:464-469. [PMID: 28746434 DOI: 10.1590/0004-282x20170072] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Accepted: 03/30/2017] [Indexed: 11/22/2022]
Abstract
Objective The treatment of multiple sclerosis (MS) has quickly evolved from a time when controlling clinical relapses would suffice, to the present day, when complete disease control is expected. Measurement of brain volume is still at an early stage to be indicative of therapeutic decisions in MS. Methods This paper provides a critical review of potential biases and artifacts in brain measurement in the follow-up of patients with MS. Results Clinical conditions (such as hydration or ovulation), time of the day, type of magnetic resonance machine (manufacturer and potency), brain volume artifacts and different platforms for volumetric assessment of the brain can induce variations that exceed the acceptable physiological rate of annual loss of brain volume. Conclusion Although potentially extremely valuable, brain volume measurement still has to be regarded with caution in MS.
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Affiliation(s)
- Yara Dadalti Fragoso
- Universidade Metropolitana de Santos, Centro de Referência de Esclerose Múltipla, Departamento de Neurologia, Santos SP, Brasil
| | - Paulo Roberto Willie
- Universidade da Região de Joinville, Departamento de Neuroradiologia, Joinville SC, Brasil
| | | | - Joseph Bruno Bidin Brooks
- Universidade Metropolitana de Santos, Centro de Referência de Esclerose Múltipla, Departamento de Neurologia, Santos SP, Brasil
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30
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Blackmore S, Hernandez J, Juda M, Ryder E, Freund GG, Johnson RW, Steelman AJ. Influenza infection triggers disease in a genetic model of experimental autoimmune encephalomyelitis. Proc Natl Acad Sci U S A 2017; 114:E6107-E6116. [PMID: 28696309 PMCID: PMC5544260 DOI: 10.1073/pnas.1620415114] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the central nervous system. Most MS patients experience periods of symptom exacerbation (relapses) followed by periods of partial recovery (remission). Interestingly, upper-respiratory viral infections increase the risk for relapse. Here, we used an autoimmune-prone T-cell receptor transgenic mouse (2D2) and a mouse-adapted human influenza virus to test the hypothesis that upper-respiratory viral infection can cause glial activation, promote immune cell trafficking to the CNS, and trigger disease. Specifically, we inoculated 2D2 mice with influenza A virus (Puerto Rico/8/34; PR8) and then monitored them for symptoms of inflammatory demyelination. Clinical and histological experimental autoimmune encephalomyelitis was observed in ∼29% of infected 2D2 mice. To further understand how peripheral infection could contribute to disease onset, we inoculated wild-type C57BL/6 mice and measured transcriptomic alterations occurring in the cerebellum and spinal cord and monitored immune cell surveillance of the CNS by flow cytometry. Infection caused temporal alterations in the transcriptome of both the cerebellum and spinal cord that was consistent with glial activation and increased T-cell, monocyte, and neutrophil trafficking to the brain at day 8 post infection. Finally, Cxcl5 expression was up-regulated in the brains of influenza-infected mice and was elevated in cerebrospinal fluid of MS patients during relapse compared with specimens acquired during remission. Collectively, these data identify a mechanism by which peripheral infection may exacerbate MS as well as other neurological diseases.
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Affiliation(s)
- Stephen Blackmore
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801
| | - Jessica Hernandez
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801
| | - Michal Juda
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801
| | - Emily Ryder
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL 61801
| | - Gregory G Freund
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801
- Department of Pathology, University of Illinois Urbana-Champaign, Urbana, IL 61801
| | - Rodney W Johnson
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL 61801
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801
| | - Andrew J Steelman
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801;
- Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL 61801
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801
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Banwell B, Giovannoni G, Hawkes C, Lublin F. Editors' Welcome. Mult Scler Relat Disord 2016; 6:A1-A2. [DOI: 10.1016/j.msard.2016.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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