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1.
Brain ; 147(1): 135-146, 2024 01 04.
Article in English | MEDLINE | ID: mdl-37642541

ABSTRACT

The identification of prognostic markers in early multiple sclerosis (MS) is challenging and requires reliable measures that robustly predict future disease trajectories. Ideally, such measures should make inferences at the individual level to inform clinical decisions. This study investigated the prognostic value of longitudinal structural networks to predict 5-year Expanded Disability Status Scale (EDSS) progression in patients with relapsing-remitting MS (RRMS). We hypothesized that network measures, derived from MRI, outperform conventional MRI measurements at identifying patients at risk of developing disability progression. This longitudinal, multicentre study within the Magnetic Resonance Imaging in MS (MAGNIMS) network included 406 patients with RRMS (mean age = 35.7 ± 9.1 years) followed up for 5 years (mean follow-up = 5.0 ± 0.6 years). EDSS was determined to track disability accumulation. A group of 153 healthy subjects (mean age = 35.0 ± 10.1 years) with longitudinal MRI served as controls. All subjects underwent MRI at baseline and again 1 year after baseline. Grey matter atrophy over 1 year and white matter lesion load were determined. A single-subject brain network was reconstructed from T1-weighted scans based on grey matter atrophy measures derived from a statistical parameter mapping-based segmentation pipeline. Key topological measures, including network degree, global efficiency and transitivity, were calculated at single-subject level to quantify network properties related to EDSS progression. Areas under receiver operator characteristic (ROC) curves were constructed for grey matter atrophy and white matter lesion load, and the network measures and comparisons between ROC curves were conducted. The applied network analyses differentiated patients with RRMS who experience EDSS progression over 5 years through lower values for network degree [H(2) = 30.0, P < 0.001] and global efficiency [H(2) = 31.3, P < 0.001] from healthy controls but also from patients without progression. For transitivity, the comparisons showed no difference between the groups [H(2) = 1.5, P = 0.474]. Most notably, changes in network degree and global efficiency were detected independent of disease activity in the first year. The described network reorganization in patients experiencing EDSS progression was evident in the absence of grey matter atrophy. Network degree and global efficiency measurements demonstrated superiority of network measures in the ROC analyses over grey matter atrophy and white matter lesion load in predicting EDSS worsening (all P-values < 0.05). Our findings provide evidence that grey matter network reorganization over 1 year discloses relevant information about subsequent clinical worsening in RRMS. Early grey matter restructuring towards lower network efficiency predicts disability accumulation and outperforms conventional MRI predictors.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Humans , Adult , Young Adult , Middle Aged , Gray Matter/diagnostic imaging , Gray Matter/pathology , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Prognosis , Brain/diagnostic imaging , Brain/pathology , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Multiple Sclerosis, Relapsing-Remitting/pathology , Magnetic Resonance Imaging/methods , Atrophy/pathology , Disease Progression
2.
Neurol Sci ; 45(1): 231-239, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37480392

ABSTRACT

INTRODUCTION: Fabry disease (FD) can be undiagnosed in the context of multiple sclerosis (MS) due to similar clinical and paraclinical features. Our study aimed to determine the prevalence (and the necessity of screening) of FD among patients with possible or definite MS. METHODS: In this prospective monocentric observational study, we included consecutive patients enrolled between May 2017 and May 2019 after the first clinical event suggestive of MS. All patients underwent FD screening using dried blood spots in a stepwise manner combining genetic and enzyme testing. Patients were followed until May 2022. RESULTS: We included 160 patients (73.1% female, mean age 33.9 years). The 2017 revised McDonald's criteria for definite MS were fulfilled by 74 (46.3%) patients at the time of study recruitment and 89 (55.6%) patients after 3-5 years of follow-up. None of the patients had a pathogenic GLA variant, and four (2.5%) had a variant of unknown significance (p.A143T, p.S126G, 2 × p.D313Y). In two of these patients, the intrathecal synthesis of oligoclonal bands was absent, and none had hyperproteinorachia or pleocytosis in cerebrospinal fluid. Detailed examination of FD organ manifestations revealed only discrete ocular and kidney involvement in two patients. CONCLUSION: The prevalence of FD in the population of suspected or definite MS patients does not appear to be high. Our results do not support routine FD screening in all patients with a possible diagnosis of MS, but there is an urgent need to search for red flags and include FD in the differential diagnosis of MS.


Subject(s)
Fabry Disease , Multiple Sclerosis , Humans , Female , Adult , Male , Missed Diagnosis , Fabry Disease/diagnosis , Fabry Disease/epidemiology , Multiple Sclerosis/diagnosis , Multiple Sclerosis/epidemiology , Prospective Studies , Diagnosis, Differential
3.
Telemed J E Health ; 30(1): 284-290, 2024 01.
Article in English | MEDLINE | ID: mdl-37449778

ABSTRACT

Background: Research in telerehabilitation (TR) in neurology tends to focus on patients with low to moderate disability. For neurology patients with severe mobility limitations, TR can help to enable rehabilitation for people whose mobility limitations make it difficult for them to access rehabilitation facilities. The aim of this study is to evaluate the interest of people with neurological disability caused by multiple sclerosis (MS) in TR services. Methods: This electronic survey targeted individuals with MS, specifically those with a higher level of disability. Results: A total of 355 patients with MS (155 with severe disabilities) participated in this study. There was no difference in interest in rehabilitation between people with mild-to-moderate and severe disabilities (p = 0.1258, confidence interval [CI] = 95%). However, we found a higher interest in upper limb exercises (p = 0.0006, CI = 95%) and balance training (p = 0.0000, CI = 95%) among people with higher disability. Conclusion: The results of this study may help to improve the planning and targeting of TR interventions, where a different focus of intervention is appropriate for patients with different levels of disability. This may enable TR to be maximally tailored to patient capabilities and current greatest limitations. For example, for people with severe disabilities, it is appropriate to focus on training the upper limb function to maintain self-sufficiency and implement interventions to prevent falls.


Subject(s)
Multiple Sclerosis , Telerehabilitation , Humans , Multiple Sclerosis/rehabilitation , Telerehabilitation/methods , Czech Republic , Mobility Limitation , Exercise Therapy/methods
4.
Mult Scler ; 29(11-12): 1437-1451, 2023 10.
Article in English | MEDLINE | ID: mdl-37840276

ABSTRACT

BACKGROUND: Early diagnosis and treatment of patients with multiple sclerosis (MS) are associated with better outcomes; however, diagnostic delays remain a major problem. OBJECTIVE: Describe the prevalence, determinants and consequences of delayed diagnoses. METHODS: This single-centre ambispective study analysed 146 adult relapsing-remitting MS patients (2016-2021) for frequency and determinants of diagnostic delays and their associations with clinical, cognitive, imaging and biochemical measures. RESULTS: Diagnostic delays were identified in 77 patients (52.7%), including 42 (28.7%) physician-dependent cases and 35 (24.0%) patient-dependent cases. Diagnosis was delayed in 22 (15.1%) patients because of misdiagnosis by a neurologist. A longer diagnostic delay was associated with trends towards greater Expanded Disability Status Scale (EDSS) scores (B = 0.03; p = 0.034) and greater z-score of the blood neurofilament light chain (B = 0.35; p = 0.031) at the time of diagnosis. Compared with patients diagnosed at their first clinical relapse, patients with a history of >1 relapse at diagnosis (n = 63; 43.2%) had a trend towards greater EDSS scores (B = 0.06; p = 0.006) and number of total (B = 0.13; p = 0.040) and periventricular (B = 0.06; p = 0.039) brain lesions. CONCLUSION: Diagnostic delays in MS are common, often determined by early misdiagnosis and associated with greater disease burden.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Adult , Humans , Multiple Sclerosis/diagnosis , Multiple Sclerosis/epidemiology , Multiple Sclerosis/pathology , Delayed Diagnosis , Prevalence , Multiple Sclerosis, Relapsing-Remitting/diagnosis , Multiple Sclerosis, Relapsing-Remitting/epidemiology , Multiple Sclerosis, Relapsing-Remitting/pathology , Recurrence , Magnetic Resonance Imaging , Brain/pathology
5.
Dysphagia ; 38(4): 1087-1095, 2023 Aug.
Article in English | MEDLINE | ID: mdl-36289072

ABSTRACT

Dysphagia is a common symptom of neurological disease, including multiple sclerosis (MS). The DYsphagia in MUltiple Sclerosis (DYMUS) questionnaire was developed as a screening tool for swallowing problems. The purpose of the present study was to validate the Czech version of the DYMUS questionnaire. We validated the questionnaire on a sample of 435 patients with MS and 135 healthy controls (HC) chosen by accidental sampling from larger, long-term studies conducted by the Prague MS Center. For the purposes of this study, we used both electronic (primary method of distribution) and paper-based (backup) versions of the questionnaire. The internal consistency of the whole scale was satisfactory (Cronbach's α =0.833). The DYMUS mean score in HC was 0.215 (standard deviation [SD] = 0.776). Normative data suggested a cut-off value for dysphagia between 1 and 2 points. Principal component analysis (PCA) showed a two-factor structure of the adapted scale. However, the structure did not completely correspond to the originally proposed dimensions of dysphagia for solids and liquids; our data supported dropout of item Q10. Criterion validity was proved by the difference in dysphagia between HC and patients MS (U = 25,546, p < 0.001) and by a positive correlation with the EDSS (Kendall's tau-b = 0.169, p < 0.001) and other patient-reported outcomes. The Czech version of the DYMUS questionnaire is a valid and reliable tool for evaluating swallowing impairment in Czech-speaking patients with MS. Moreover, the questionnaire can be administered electronically, with a paper-based backup.


Subject(s)
Deglutition Disorders , Multiple Sclerosis , Humans , Deglutition Disorders/diagnosis , Deglutition Disorders/etiology , Multiple Sclerosis/complications , Czech Republic , Surveys and Questionnaires , Patient Reported Outcome Measures , Reproducibility of Results
6.
Int J Mol Sci ; 24(12)2023 Jun 12.
Article in English | MEDLINE | ID: mdl-37373196

ABSTRACT

In this prospective longitudinal study, we quantified regional brain volume and susceptibility changes during the first two years after the diagnosis of multiple sclerosis (MS) and identified their association with cerebrospinal fluid (CSF) markers at baseline. Seventy patients underwent MRI (T1 and susceptibility weighted images processed to quantitative susceptibility maps, QSM) with neurological examination at the diagnosis and after two years. In CSF obtained at baseline, the levels of oxidative stress, products of lipid peroxidation, and neurofilaments light chain (NfL) were determined. Brain volumetry and QSM were compared with a group of 58 healthy controls. In MS patients, regional atrophy was identified in the striatum, thalamus, and substantia nigra. Magnetic susceptibility increased in the striatum, globus pallidus, and dentate and decreased in the thalamus. Compared to controls, MS patients developed greater atrophy of the thalamus, and a greater increase in susceptibility in the caudate, putamen, globus pallidus and a decrease in the thalamus. Of the multiple calculated correlations, only the decrease in brain parenchymal fraction, total white matter, and thalamic volume in MS patients negatively correlated with increased NfL in CSF. Additionally, negative correlation was found between QSM value in the substantia nigra and peroxiredoxin-2, and QSM value in the dentate and lipid peroxidation levels.


Subject(s)
Central Nervous System Diseases , Multiple Sclerosis , Humans , Prospective Studies , Longitudinal Studies , Iron , Brain/diagnostic imaging , Brain/pathology , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Central Nervous System Diseases/pathology , Magnetic Resonance Imaging/methods , Oxidative Stress , Atrophy/pathology , Gray Matter/pathology
7.
Bratisl Lek Listy ; 124(2): 128-132, 2023.
Article in English | MEDLINE | ID: mdl-36598300

ABSTRACT

OBJECTIVES: The aim of this study was to investigate bleeding risk in patients treated with VKAs after ground-level falls, considering the type and severity of bleeding. METHODS: The study was designed as a retrospective cohort study and included a total of 204 elderly patients aged > 65 years treated for AF continuously with warfarin for more than 3 years. Data were obtained from hospital registries in Bratislava, Slovakia. A 5-year assessment of death/survival was performed to determine mortality. RESULTS: There was no statistically significant difference in severe bleeding (2.13 % with falls vs 2.55 % without, p = 1) and 5-year mortality (45 % and 38 % respectively, p = 0.3987) based on the presence of falls. Multivariate analysis, after adjustment for age, CHA2DS2VASc, HASBLED, stroke history, labile INR and number of falls showed that only HASBLED score was a statistically significant contributor (CI: 1.0245 - 1.0919, p = 0.0007) to severe bleeding. There was statistically significant difference in severe bleeding (18 % vs 0 %, p = 0.0132) between patients suffering from spontaneous and bleeding after falls and also when comparing individual bleeding episodes (12 % vs 1 %, p < 0.0001). There was no statistically significant difference in 5-year mortality between the two groups (43 % vs 42 % respectively, p = 0.3931). CONCLUSIONS: Our results show that occurrence of falls in AF patients treated with VKAs have no significant impact on the incidence of severe bleeding and 5-year mortality and that spontaneous bleeding was associated with a significantly higher risk of severe bleeding compared to bleeding after falling (Tab. 4, Ref. 30).


Subject(s)
Atrial Fibrillation , Stroke , Aged , Humans , Warfarin/adverse effects , Atrial Fibrillation/complications , Atrial Fibrillation/drug therapy , Accidental Falls , Retrospective Studies , Anticoagulants/adverse effects , Hemorrhage/chemically induced , Hemorrhage/epidemiology , Hemorrhage/complications , Stroke/etiology , Risk Factors
8.
Eur J Neurol ; 29(5): 1446-1456, 2022 05.
Article in English | MEDLINE | ID: mdl-35015921

ABSTRACT

BACKGROUND AND PURPOSE: The effect of pregnancy on brain changes and radiological disease activity in women with multiple sclerosis (MS) is not well understood. This study was undertaken to describe the dynamics of lesion activity and brain volume changes during the pregnancy and postpartum periods. METHODS: This observational study of 62 women with relapsing-remitting MS included magnetic resonance imaging (221 scans) as well as clinical visits at baseline (<24 and >6 months before pregnancy), prepregnancy (<6 months before pregnancy), postpartum (<3 months after delivery), and follow-up (>12 and <24 months after delivery) periods. RESULTS: The majority of women had a mild disability and a short disease duration (median = 5.5 years). Eighteen (29.0%) women had a relapse during the year preceding pregnancy onset, nine (14.5%) during pregnancy, and 20 (32.3%) in the year following delivery. Disability status remained unchanged during follow-up. Women in the postpartum period (n = 62) had higher T2 lesion volume (median = 1.18 ml vs. 0.94 ml), greater annualized T2 lesion volume increase (0.23 ml vs. 0.0 ml), lower brain parenchymal fraction (85.6% vs. 86.4%), and greater annualized brain volume loss (-1.74% vs. -0.16%) compared with the prepregnancy period (all p < 0.001). At 12-24 months after delivery, women (n = 41) had higher T2 lesion volume (1.16 ml vs. 1.0 ml) and lower brain parenchymal fraction (86.0% vs. 86.5%) compared to the prepregnancy period (both p < 0.001). CONCLUSIONS: The postpartum period was associated with an increase in T2 lesion volume and accelerated brain volume loss in a considerable proportion of women. This should be considered in treatment decision-making and designing clinical trials.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Atrophy/pathology , Brain/diagnostic imaging , Brain/pathology , Female , Humans , Magnetic Resonance Imaging , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Pregnancy
9.
BMC Neurol ; 22(1): 270, 2022 Jul 19.
Article in English | MEDLINE | ID: mdl-35854235

ABSTRACT

BACKGROUND: Early infratentorial and focal spinal cord lesions on magnetic resonance imaging (MRI) are associated with a higher risk of long-term disability in patients with multiple sclerosis (MS). The role of diffuse spinal cord lesions remains less understood. The purpose of this study was to evaluate focal and especially diffuse spinal cord lesions in patients with early relapsing-remitting MS and their association with intracranial lesion topography, global and regional brain volume, and spinal cord volume. METHODS: We investigated 58 MS patients with short disease duration (< 5 years) from a large academic MS center and 58 healthy controls matched for age and sex. Brain, spinal cord, and intracranial lesion volumes were compared among patients with- and without diffuse spinal cord lesions and controls. Binary logistic regression models were used to analyse the association between the volume and topology of intracranial lesions and the presence of focal and diffuse spinal cord lesions. RESULTS: We found spinal cord involvement in 75% of the patients (43/58), including diffuse changes in 41.4% (24/58). Patients with diffuse spinal cord changes exhibited higher volumes of brainstem lesion volume (p = 0.008). The presence of at least one brainstem lesion was associated with a higher probability of the presence of diffuse spinal cord lesions (odds ratio 47.1; 95% confidence interval 6.9-321.6 p < 0.001) as opposed to focal spinal cord lesions (odds ratio 0.22; p = 0.320). Patients with diffuse spinal cord lesions had a lower thalamus volume compared to patients without diffuse spinal cord lesions (p = 0.007) or healthy controls (p = 0.002). CONCLUSIONS: Diffuse spinal cord lesions are associated with the presence of brainstem lesions and with a lower volume of the thalamus. This association was not found in patients with focal spinal cord lesions. If confirmed, thalamic atrophy in patients with diffuse lesions could increase our knowledge on the worse prognosis in patients with infratentorial and SC lesions.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Spinal Cord Diseases , Brain/pathology , Brain Stem/diagnostic imaging , Brain Stem/pathology , Disability Evaluation , Humans , Magnetic Resonance Imaging , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Multiple Sclerosis, Relapsing-Remitting/pathology , Spinal Cord/diagnostic imaging , Spinal Cord/pathology , Spinal Cord Diseases/pathology
10.
Neurol Sci ; 43(3): 1911-1920, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34392392

ABSTRACT

PURPOSE: To identify the clinical and paraclinical markers of employment status in multiple sclerosis (MS). METHODS: This was a cross-sectional sub-study investigating 1226 MS patients. To minimalized confounding effect, two groups of patients, matched by sex, age, and education, were selected: 307 patients with full time employment and 153 unemployed patients receiving disability pension. We explored associations between employment status and Expanded Disability Status Scale (EDSS), 25 Foot Walk Test (25FWT), Nine Hole Peg Test (9HPT), Brief International Cognitive Assessment for MS (BICAMS), Paced Auditory Serial Addition Test (PASAT), Beck Depression Inventory (BDI), SLOAN charts (SLOAN), and brain volumetric MRI measures. RESULTS: Both groups differed significantly on all variables of interest (p < 0.001). In the univariate analyses, EDSS, SDMT (Symbol Digit Modalities Test) adjusted for BDI, 25FWT, and 9HPT best explained variability in vocational status. In multivariate analyses, the combination of EDSS, 25FWT, SDMT, BDI, and corpus callosum fraction (CCF) explained the greatest variability. As a next step, after patients were matched by EDSS, differences in SDMT, 25FWT (both p < 0.001), 9HPT, CCF, and T2 lesion volume were still present (all p < 0.005) between both groups. The best multivariate model consisted of SDMT, BDI, and T2 lesion volume. CONCLUSIONS: EDSS, walking ability, cognitive performance, and MRI volumetric parameters are independently associated with employment status.


Subject(s)
Multiple Sclerosis , Cross-Sectional Studies , Disability Evaluation , Employment , Humans , Magnetic Resonance Imaging , Multiple Sclerosis/complications , Neuropsychological Tests
11.
Mult Scler ; 27(1): 52-60, 2021 01.
Article in English | MEDLINE | ID: mdl-31961243

ABSTRACT

BACKGROUND: Serum neurofilament light chain (sNfL) is a marker of neuroaxonal injury. There is a lack of studies investigating the dynamics of relationships between sNfL levels and radiological disease activity over long-term follow-up in multiple sclerosis (MS). OBJECTIVES: To investigate the relationship among repeated measures of sNfL, lesion burden accumulation, brain volume loss and clinical measures. METHODS: We investigated 172 patients in the early stages of MS (McDonald 2017 criteria). Clinical exams were performed every 3 months and brain magnetic resonance imaging (MRI) scans were collected annually over 48 months. sNfL levels were measured in serum by Simoa assay at the time of treatment initiation and then annually over 36 months. RESULTS: In repeated-measures analysis, considering all time points, we found a strong relationship between percentage changes of sNfL and lesion burden accumulation assessed by T1 lesion volume (p < 0.001) and T2 lesion number (p < 0.001). There was no relationship between percentage changes of sNfL and brain volume loss over 36 months (p > 0.1). Early sNfL levels were associated with delayed brain volume loss after 48 months (p < 0.001). Patients with No Evidence of Disease Activity (NEDA-3) status showed lower sNfL levels compared with active MS patients. CONCLUSIONS: sNfL is associated with ongoing neuroinflammation and predictive of future neurodegeneration in early MS.


Subject(s)
Multiple Sclerosis , Biomarkers , Brain/diagnostic imaging , Humans , Inflammation/diagnostic imaging , Intermediate Filaments , Magnetic Resonance Imaging , Multiple Sclerosis/diagnostic imaging , Neurofilament Proteins
12.
Mult Scler ; 27(13): 2001-2013, 2021 11.
Article in English | MEDLINE | ID: mdl-34612753

ABSTRACT

BACKGROUND: The added value of neurofilament light chain levels in serum (sNfL) to the concept of no evidence of disease activity-3 (NEDA-3) has not yet been investigated in detail. OBJECTIVE: To assess whether combination of sNfL with NEDA-3 status improves identification of patients at higher risk of disease activity during the following year. METHODS: We analyzed 369 blood samples from 155 early relapsing-remitting MS patients on interferon beta-1a. We compared disease activity, including the rate of brain volume loss in subgroups defined by NEDA-3 status and high or low sNfL (> 90th or < 90th percentile). RESULTS: In patients with disease activity (EDA-3), those with higher sNFL had higher odds of EDA-3 in the following year than those with low sNFL (86.5% vs 57.9%; OR = 4.25, 95% CI: [2.02, 8.95]; p = 0.0001) and greater whole brain volume loss during the following year (ß = -0.36%; 95% CI = [-0.60, -0.13]; p = 0.002). Accordingly, NEDA-3 patients with high sNfL showed numerically higher disease activity (EDA-3) in the following year compared with those with low sNfL (57.1% vs 31.1%). CONCLUSION: sNfL improves the ability to identify patients at higher risk of future disease activity, beyond their NEDA-3 status. Measurement of sNfL may assist clinicians in decision-making by providing more sensitive prognostic information.


Subject(s)
Multiple Sclerosis , Brain/diagnostic imaging , Humans , Intermediate Filaments , Multiple Sclerosis/drug therapy , Neurofilament Proteins
13.
Mult Scler ; 27(2): 220-231, 2021 02.
Article in English | MEDLINE | ID: mdl-32255388

ABSTRACT

BACKGROUND: Increased blood brain barrier (BBB) permeability, CNS inflammation and neuroaxonal damage are pathological hallmarks in early multiple sclerosis (MS). OBJECTIVE: To investigate the associations of neurofilament light chain (NfL) levels with measures of BBB integrity and central nervous system (CNS) inflammation in MS during the first demyelinating event. METHODS: Blood and cerebrospinal fluid (CSF) were obtained from 142 MS (McDonald 2017) treatment-naive patients from the SET study (63% female; age: 29.7 ± 7.9 years) following the disease onset. NfL, albumin, immunoglobulin G (IgG), and immunoglobulin M (IgM) levels were measured in CSF and blood samples. Albumin quotient was computed as a marker of BBB integrity. Immune cell subset counts in CSF were measured using flow cytometry. MS risk factors, such as Human leukocyte antigen DRB1 locus gene (HLA DRB1)*1501, anti-Epstein-Barr virus (EBV) antibodies, and 25-hydroxy vitamin D3, were also measured. RESULTS: Higher serum NfL (sNfL) levels were associated with higher albumin quotient (p < 0.001), CSF CD80+ (p = 0.012), and CD80+ CD19+ (p = 0.015) cell frequency. sNfL levels were also associated with contrast-enhancing and T2 lesions on brain magnetic resonance imaging (MRI; all p ⩽ 0.001). Albumin quotient was not associated with any of the MS risk factors assessed. sNfL levels were associated with anti-EBV viral capsid antigen (VCA) IgG levels (p = 0.0026). CONCLUSION: sNfL levels during the first demyelinating event of MS are associated with greater impairment of BBB integrity, immune cell extravasation, and brain lesion activity on MRI.


Subject(s)
Blood-Brain Barrier , Multiple Sclerosis , Adult , Biomarkers , Female , Humans , Intermediate Filaments , Lymphocytes , Male , Neurofilament Proteins , Risk Factors , Young Adult
14.
Mult Scler ; 25(4): 541-553, 2019 04.
Article in English | MEDLINE | ID: mdl-29143562

ABSTRACT

BACKGROUND: Volumetric MRI surrogate markers of disease progression are lacking. OBJECTIVE: To establish cut-off values of brain volume loss able to discriminate between healthy controls and MS patients. METHODS: In total, 386 patients after first demyelinating event suggestive of MS (CIS), 964 relapsing-remitting MS (RRMS) patients, 63 secondary-progressive MS (SPMS) patients and 58 healthy controls were included in this longitudinal study. A total of 11,438 MRI scans performed on the same MRI scanner with the same protocol were analysed. Annualised percentage changes of whole brain, grey matter, thalamus and corpus callosum volumes were estimated. We investigated cut-offs able to discriminate between healthy controls and MS patients. RESULTS: At a predefined specificity of 90%, the annualised percentage change cut-off of corpus callosum volume (-0.57%) was able to distinguish between healthy controls and patients with the highest sensitivity (51% in CIS, 48% in RRMS and 42% in SPMS patients). Lower sensitivities (22%-49%) were found for cut-offs of whole brain, grey matter and thalamic volume loss. Among CIS and RRMS patients, cut-offs were associated with greater accumulation of disability. CONCLUSION: We identified cut-offs of annualised global and regional brain volume loss rates able to discriminate between healthy controls and MS patients.


Subject(s)
Brain/pathology , Disease Progression , Multiple Sclerosis/diagnosis , Multiple Sclerosis/pathology , Adolescent , Adult , Aged , Atrophy/pathology , Brain/diagnostic imaging , Corpus Callosum/diagnostic imaging , Corpus Callosum/pathology , Female , Gray Matter/diagnostic imaging , Gray Matter/pathology , Humans , Longitudinal Studies , Magnetic Resonance Imaging/standards , Male , Middle Aged , Multiple Sclerosis/diagnostic imaging , Sensitivity and Specificity , Thalamus/diagnostic imaging , Thalamus/pathology , Young Adult
15.
J Lipid Res ; 58(2): 403-411, 2017 02.
Article in English | MEDLINE | ID: mdl-27923871

ABSTRACT

The purpose of this work was to determine whether changes in cholesterol profiles after interferon-ß (IFN-ß)1a treatment initiation following the first demyelinating event suggestive of multiple sclerosis are associated with clinical and MRI outcomes over 4 years. A group of 131 patients (age: 27.9 ± 7.8 years, 63% female) with serial 3-monthly clinical and 12-monthly MRI follow-ups over 4 years were investigated. Serum cholesterol profiles, including total cholesterol (TC), HDL cholesterol (HDL-C), and LDL cholesterol (LDL-C) were obtained at baseline, 1 month, 3 months, and every 6 months thereafter. IFN-ß1a initiation caused rapid decreases in serum HDL-C, LDL-C, and TC within 1 month of IFN-ß1a initiation (all P < 0.001) that returned slowly toward baseline. In predictive mixed model analyses, greater percent decreases in HDL-C after 3 months of IFN-ß1a treatment initiation were associated with less brain atrophy over the 4 year time course, as assessed by percent brain volume change (P < 0.001), percent gray matter volume change (P < 0.001), and percent lateral ventricle volume change (P = 0.005). Decreases in cholesterol biomarkers following IFN-ß1a treatment are associated with brain atrophy outcomes over 4 years. Pharmacological interventions targeting lipid homeostasis may be clinically beneficial for disrupting neurodegenerative processes.


Subject(s)
Interferon beta-1a/administration & dosage , Lipids/blood , Multiple Sclerosis/drug therapy , Nerve Degeneration/drug therapy , Adult , Brain/diagnostic imaging , Brain/drug effects , Brain/physiopathology , Cholesterol/blood , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Demyelinating Diseases/blood , Demyelinating Diseases/diagnostic imaging , Demyelinating Diseases/drug therapy , Demyelinating Diseases/pathology , Female , Humans , Magnetic Resonance Imaging , Male , Multiple Sclerosis/blood , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Nerve Degeneration/blood , Nerve Degeneration/diagnostic imaging , Nerve Degeneration/pathology
16.
Mult Scler ; 23(1): 51-61, 2017 01.
Article in English | MEDLINE | ID: mdl-27053635

ABSTRACT

BACKGROUND: Disease progression and treatment efficacy vary among individuals with multiple sclerosis. Reliable predictors of individual disease outcomes are lacking. OBJECTIVE: To examine the accuracy of the early prediction of 12-year disability outcomes using clinical and magnetic resonance imaging (MRI) parameters. METHODS: A total of 177 patients from the original Avonex-Steroids-Azathioprine study were included. Participants underwent 3-month clinical follow-ups. Cox models were used to model the associations between clinical and MRI markers at baseline or after 12 months with sustained disability progression (SDP) over the 12-year observation period. RESULTS: At baseline, T2 lesion number, T1 and T2 lesion volumes, corpus callosum (CC), and thalamic fraction were the best predictors of SDP (hazard ratio (HR) = 1.7-4.6; p ⩽ 0.001-0.012). At 12 months, Expanded Disability Status Scale (EDSS) and its change, number of new or enlarging T2 lesions, and CC volume % change were the best predictors of SDP over the follow-up (HR = 1.7-3.5; p ⩽ 0.001-0.017). A composite score was generated from a subset of the best predictors of SDP. Scores of ⩾4 had greater specificity (90%-100%) and were associated with greater cumulative risk of SDP (HR = 3.2-21.6; p < 0.001) compared to the individual predictors. CONCLUSION: The combination of established MRI and clinical indices with MRI volumetric predictors improves the prediction of SDP over long-term follow-up and may provide valuable information for therapeutic decisions.


Subject(s)
Magnetic Resonance Imaging , Multiple Sclerosis/diagnostic imaging , Adult , Atrophy , Biomarkers/analysis , Brain/diagnostic imaging , Disability Evaluation , Disease Progression , Female , Follow-Up Studies , Humans , Interferon beta-1a/therapeutic use , Magnetic Resonance Imaging/methods , Male , Middle Aged , Multiple Sclerosis/drug therapy , Multiple Sclerosis/pathology , Predictive Value of Tests
17.
Mult Scler ; 23(2): 242-252, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27230790

ABSTRACT

BACKGROUND: No evidence of disease activity (NEDA) has been proposed as a new treatment goal in multiple sclerosis (MS). NEDA-3 status is defined as the absence of magnetic resonance imaging (MRI; new/enlarging/enhancing lesions and increased whole brain volume loss in NEDA-4) and clinical disease activity. OBJECTIVES: To investigate the persistence of NEDA status over long-term follow-up in MS patients treated with weekly intramuscular interferon beta-1a. METHODS: We included 192 patients after the first demyelinating event suggestive of MS, that is, clinically isolated syndrome (CIS) and 162 relapsing-remitting MS (RRMS) patients. RESULTS: NEDA-3 status was observed in 40.1% of CIS and 20.4% of RRMS patients after 1 year. After 4 years, 10.1% of CIS patients had NEDA-3 status. After 10 years, none of the RRMS patients had NEDA-3 status. Only 4.6% of CIS and 1.0% of RRMS patients maintained NEDA-4 status after 4 years. Loss of NEDA-3 status after the first year was associated with a higher risk of disability progression (hazard ratio (HR) = 2.3-4.0; p = 0.005-0.03) over 6 years. CONCLUSIONS: Despite intramuscular interferon beta-1a treatment, loss of NEDA status occurred in the vast majority of individuals. Loss of NEDA status during the first year was associated with disability progression over long-term follow-up; however, specificity for individual patient was low.


Subject(s)
Interferon beta-1a/therapeutic use , Interferon-beta/therapeutic use , Multiple Sclerosis/drug therapy , Adolescent , Adult , Disease Progression , Female , Follow-Up Studies , Goals , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Multiple Sclerosis/pathology , Time Factors , Young Adult
18.
BMC Neurol ; 17(1): 145, 2017 Jul 28.
Article in English | MEDLINE | ID: mdl-28754092

ABSTRACT

BACKGROUND: Clinically isolated syndrome (CIS) represents first neurological symptoms suggestive of demyelinating lesion in the central nervous system (CNS). Currently, there are no sufficient immunological or genetic markers predicting relapse and disability progression, nor there is evidence of the efficacy of registered disease modifying treatments (DMTs), such as intramuscular interferon beta1a. The aim of the study is to evaluate immunological predictors of a relapse or disability progression. METHODS: One hundred and eighty one patients with CIS were treated with interferon beta1a and followed over the period of 4 years. Lymphocyte subsets were analyzed by flow cytometry. A Kaplan-Meier estimator of survival probability was used to analyze prognosis. For statistical assessment only individual differences between baseline values and values at the time of relapse or confirmed disability progression were analysed. RESULTS: Higher levels of B lymphocytes predicted relapse-free status. On the other hand, a decrease of the naïve subset of cells (CD45RA+ in CD4+) after 12, 24, and 36 months of follow-up were associated with an increased risk of confirmed disability progression. CONCLUSION: Our data suggest that the quantification of lymphocyte subsets in patients after the first demyelinating event suggestive of MS may be an important biomarker.


Subject(s)
Demyelinating Diseases/pathology , Immunophenotyping/methods , Interferon beta-1a/therapeutic use , Lymphocytes/pathology , Biomarkers/blood , Disabled Persons , Disease Progression , Humans , Recurrence
19.
Mult Scler ; 22(6): 770-81, 2016 05.
Article in English | MEDLINE | ID: mdl-26362893

ABSTRACT

BACKGROUND: The utility of blood-brain barrier (BBB) biomarkers for clinical and magnetic resonance imaging progression in multiple sclerosis (MS) has not been extensively investigated. OBJECTIVES: To determine whether cerebrospinal fluid (CSF) measures of BBB at clinical onset predict radiological and clinical deterioration over 48 months. METHODS: This longitudinal study included 182 patients after first clinical event suggestive of MS treated with weekly intramuscular interferon beta-1a. CSF and serum samples were analyzed for leukocytes, total protein, albumin, immunoglobulins, and oligoclonal bands. Optimal thresholds for the albumin quotient (QAlb) were determined. Mixed-effect model analyses, adjusted for age, gender, and treatment escalation, were used to analyze relationship between CSF measures and disease activity outcomes over 48 months of follow-up. RESULTS: Increased QAlb at clinical onset was associated with enlargement of lateral ventricles (p = .001) and greater whole brain (p = .003), white matter (p < .001), corpus callosum (p < .001), and thalamus (p = .003) volume loss over 48 months. Higher QAlb was associated with higher Expanded Disability Status Scale score over 48 months (p = .002). CONCLUSIONS: Increased QAlb at clinical onset is associated with increased brain atrophy and greater disability in patients after first clinical event suggestive of MS.


Subject(s)
Albumins/cerebrospinal fluid , Blood-Brain Barrier , Brain/pathology , Disease Progression , Multiple Sclerosis/cerebrospinal fluid , Multiple Sclerosis/physiopathology , Severity of Illness Index , Adult , Atrophy/pathology , Biomarkers , Brain/diagnostic imaging , Female , Follow-Up Studies , Humans , Male , Multiple Sclerosis/blood , Serum Albumin , Young Adult
20.
Mult Scler ; 22(13): 1709-1718, 2016 11.
Article in English | MEDLINE | ID: mdl-26883943

ABSTRACT

BACKGROUND: We explored the evolution of brain atrophy in relation to development of confirmed disability progression (CDP) on serial 1.5T magnetic resonance imaging (MRI) scans over a 10-year period in 181 patients with early relapsing-remitting multiple sclerosis (RRMS). METHODS: At 10-year follow-up, they were divided into those with (100) or without (76) CDP (confirmed after 48 weeks). Changes in whole brain (WB), cortical, gray matter (GM), white matter, and ventricular cerebrospinal fluid (vCSF) volumes were calculated on three-dimensional T1-weighted (3D-T1) scans between all available time points. RESULTS: In multiple sclerosis (MS) patients with CDP compared to those without, the greatest effect size percentage volume change from baseline to follow-up was detected for WB (d = 0.55, -7.5% vs -5.2%, p < 0.001), followed by vCSF (d = 0.51, +41.1% vs +25.7%, p < 0.001), cortical (d = 0.49, -7.7% vs -6.2%, p = 0.001), and GM (d = 0.40, -7.1% vs -5.8%, p = 0.006) volumes. Mixed-effects model analysis, adjusted for age, sex, and treatment change, showed significant interactions between CDP status and percentage changes for WB and vCSF (p < 0.001), cortical (p = 0.02), and GM (p = 0.04) volumes. CONCLUSIONS: WB and cortical atrophy, and enlargement of vCSF spaces are associated with development of CDP on serial yearly MRI assessments over a period of 10 years.


Subject(s)
Brain/pathology , Cerebral Ventricles/pathology , Disease Progression , Gray Matter/pathology , Multiple Sclerosis, Relapsing-Remitting , White Matter/pathology , Adult , Atrophy/pathology , Brain/diagnostic imaging , Cerebral Ventricles/diagnostic imaging , Female , Follow-Up Studies , Gray Matter/diagnostic imaging , Humans , Magnetic Resonance Imaging , Male , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Multiple Sclerosis, Relapsing-Remitting/pathology , Multiple Sclerosis, Relapsing-Remitting/physiopathology , White Matter/diagnostic imaging
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