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1.
Mult Scler Relat Disord ; 87: 105670, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38772150

ABSTRACT

BACKGROUND: The long-term effect of high efficacy disease modifying therapy (DMT) on neurodegeneration in people with multiple sclerosis (pwMS) is largely unknown. The aim of this study was to evaluate the long-term effect of natalizumab (NTZ) or fingolimod (FTY) therapy on the evolution of brain atrophy compared to moderate efficacy DMT in a real-world clinical setting. METHODS: A total of 438 pwMS with 2,439 MRI exams during treatment were analyzed: 252 pwMS treated with moderate efficacy DMT, 130 with NTZ and 56 with FTY. Evolution of brain atrophy was analyzed over an average follow-up of 6.6 years after treatment initiation. Brain segmentation was performed on clinical 3D-FLAIRs using SynthSeg and regional brain volume changes over time were compared between the treatment groups. RESULTS: Total brain, white matter and deep gray matter atrophy rates did not differ between moderate efficacy DMTs, NTZ and FTY. Annualized ventricle growth rates were lower in pwMS treated with NTZ (1.1 %/year) compared with moderate efficacy DMT (2.4 %/year, p < 0.001) and similar to FTY (2.0 %/year, p = 0.051). Cortical atrophy rates were lower in NTZ (-0.08 %/year) compared with moderate efficacy DMT (-0.16 %/year, p = 0.048). CONCLUSION: In a real-world clinical setting, pwMS treated with NTZ had slower ventricular expansion and cortical atrophy compared to those treated with moderate efficacy DMT.


Subject(s)
Atrophy , Brain , Fingolimod Hydrochloride , Immunologic Factors , Magnetic Resonance Imaging , Multiple Sclerosis , Natalizumab , Humans , Fingolimod Hydrochloride/pharmacology , Fingolimod Hydrochloride/therapeutic use , Fingolimod Hydrochloride/administration & dosage , Natalizumab/pharmacology , Natalizumab/administration & dosage , Natalizumab/therapeutic use , Female , Male , Adult , Middle Aged , Multiple Sclerosis/drug therapy , Multiple Sclerosis/pathology , Multiple Sclerosis/diagnostic imaging , Brain/diagnostic imaging , Brain/drug effects , Brain/pathology , Immunologic Factors/pharmacology , Immunologic Factors/administration & dosage , Neuroprotective Agents/pharmacology , Neuroprotective Agents/administration & dosage , Follow-Up Studies
2.
J Neurol ; 271(1): 355-373, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37716917

ABSTRACT

BACKGROUND: Multiple sclerosis (MS) is characterized by pathology in white matter (WM) and atrophy of grey matter (GM), but it remains unclear how these processes are related, or how they influence clinical progression. OBJECTIVE: To study the spatial and temporal relationship between GM atrophy and damage in connected WM in relapsing-remitting (RR) MS in relation to clinical progression. METHODS: Healthy control (HC) and early RRMS subjects visited our center twice with a 1-year interval for MRI and clinical examinations, including the Expanded Disability Status Scale (EDSS) and Multiple Sclerosis Functional Composite (MSFC) scores. RRMS subjects were categorized as MSFC decliners or non-decliners based on ΔMSFC over time. Ten deep (D)GM and 62 cortical (C) GM structures were segmented and probabilistic tractography was performed to identify the connected WM. WM integrity was determined per tract with, amongst others, fractional anisotropy (FA), mean diffusivity (MD), neurite density index (NDI), and myelin water fraction (MWF). Linear mixed models (LMMs) were used to investigate GM and WM differences between HC and RRMS, and between MSFC decliners and non-decliners. LMM was also used to test associations between baseline WM z-scores and changes in connected GM z-scores, and between baseline GM z-scores and changes in connected WM z-scores, in HC/RRMS subjects and in MSFC decliners/non-decliners. RESULTS: We included 13 HCs and 31 RRMS subjects with an average disease duration of 3.5 years and a median EDSS of 3.0. Fifteen RRMS subjects showed declining MSFC scores over time, and they showed higher atrophy rates and greater WM integrity loss compared to non-decliners. Lower baseline WM integrity was associated with increased CGM atrophy over time in RRMS, but not in HC subjects. This effect was only seen in MSFC decliners, especially when an extended WM z-score was used, which included FA, MD, NDI and MWF. Baseline GM measures were not significantly related to WM integrity changes over time in any of the groups. DISCUSSION: Lower baseline WM integrity was related to more cortical atrophy in RRMS subjects that showed clinical progression over a 1-year follow-up, while baseline GM did not affect WM integrity changes over time. WM damage, therefore, seems to drive atrophy more than conversely.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , White Matter , Humans , Multiple Sclerosis/complications , Gray Matter/diagnostic imaging , Gray Matter/pathology , White Matter/diagnostic imaging , White Matter/pathology , Brain/diagnostic imaging , Brain/pathology , Disease Progression , Magnetic Resonance Imaging , Multiple Sclerosis, Relapsing-Remitting/complications , Atrophy/pathology
3.
Int J MS Care ; 25(4): 157-162, 2023.
Article in English | MEDLINE | ID: mdl-37469337

ABSTRACT

BACKGROUND: Although the relationships among physical disability, mood disorders, and pain are well described in multiple sclerosis (MS), little is known about whether those symptoms are associated with sleep disturbances. METHODS: Forty-six patients with MS experiencing pain participated. Sleep was indirectly measured by assessing rest-activity rhythm via actigraphy: interdaily stability, intradaily variability, and relative amplitude. Pain was assessed using visual and verbal analog scales, mood by the Beck Depression Inventory and Symptom Checklist-90, and physical disability by the Expanded Disability Status Scale. RESULTS: Incorporating mood, pain, and physical disability into 1 regression model resulted in a significant association with interdaily stability. CONCLUSIONS: Compared with intradaily variability and relative amplitude, interdaily stability seems to be the most vulnerable actigraphy variable for mood disturbances, pain, and physical disabilities.

4.
Mult Scler Relat Disord ; 74: 104706, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37068370

ABSTRACT

BACKGROUND: It is not known if and when first-line disease modifying therapy (DMT) can safely be discontinued in relapse onset multiple sclerosis (MS) patients. OBJECTIVES: To investigate the characteristics of patients who discontinued first-line DMT, and the occurrence of clinical and radiological inflammatory disease activity after discontinuation. METHODS: We collected clinical and MRI parameters from patients with relapse onset MS in the MS Center Amsterdam and Rijnstate Hospital Arnhem who discontinued first-line DMT with no intention of restarting or switching treatment. RESULTS: In total, 130 patients were included in the analyses. After discontinuation, 78 patients (60%) experienced disease activity. Sixty-three patients (48.5%) showed MRI activity after DMT discontinuation, 40 patients (30.8%) experienced relapse(s), and 29 patients (22.3%) restarted DMT. Higher age at DMT discontinuation was associated with a lower risk of MRI activity (45 -55 vs. <45 years: OR 0.301, p = 0.007, >55 vs. <45 years, OR: 0.296, p = 0.044), and with a lower risk of relapse(s) after discontinuation (45-55 vs. <45 years: OR=0.495, p = 0.106, >55 vs. <45 years: OR=0.081, p = 0.020). CONCLUSION: Higher age at first-line DMT discontinuation is associated with lower risk and severity of radiological disease activity in MS, and a lower risk of relapse(s) after discontinuation.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Humans , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/drug therapy , Disease Progression , Chronic Disease , Magnetic Resonance Imaging , Recurrence , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Retrospective Studies
5.
Mult Scler Relat Disord ; 57: 103364, 2022 Jan.
Article in English | MEDLINE | ID: mdl-35158470

ABSTRACT

BACKGROUND: Patients with multiple sclerosis (MS) who are treated with monoclonal antibodies frequently report an increase of MS-related symptoms prior to the next dose known as the wearing-off phenomenon. The objective of this study was to assess the prevalence and predicting factors of the wearing-off phenomenon in patients with MS using ocrelizumab. METHODS: This was a prospective cohort study in patients with MS receiving ocrelizumab ≥1 year. Most participants received B-cell guided personalized extended interval dosing to limit ocrelizumab exposure and hospital visits during the COVID-19 pandemic (cut-off ≥ 10 cells/µL). Participants completed questionnaires during ocrelizumab infusion and 2 weeks thereafter. Demographics, clinical and radiological characteristics, CD19 B-cell counts, and serum neurofilament light (sNfL) levels were collected. Data were analyzed using logistic regression analyses. RESULTS: Seventy-one (61%) out of 117 participants reported the wearing-off phenomenon during ocrelizumab treatment. The most frequently reported symptoms were fatigue, cognitive disability and sensory symptoms. Wearing-off symptoms started < 1 week (11%), 1-4 weeks (49%) or more than 4 weeks (37%) before ocrelizumab infusion. Fifty participants (43%) reported a current wearing-off phenomenon at the first questionnaire. Higher body mass index (threshold BMI ≥ 25) increased the odds of reporting a current wearing-off phenomenon (OR 2.70, 95% CI 1.26 to 5.80, p = .011). Infusion interval, EDSS score, MRI disease activity, clinical relapses, CD19 B-cell counts, and sNfL levels were no predictors. Disappearance of the wearing-off phenomenon occurred in the first week after ocrelizumab infusion in most participants. Participants with a current wearing-off phenomenon significantly improved in self-reported physical and psychological functioning after ocrelizumab infusion. Reporting the wearing-off phenomenon did not influence treatment satisfaction. Forty of 109 participants (37%) reported post-infusion symptoms, such as fatigue, flu-like symptoms or walking difficulties. These post-infusion symptoms started directly or in the first week after ocrelizumab infusion and disappeared within 2 weeks. CONCLUSIONS: The wearing-off phenomenon is reported by more than half of patients with MS using ocrelizumab. Only BMI was identified as a predicting factor. The wearing-off phenomenon was not elicited by extending infusion intervals or higher B-cell counts. The wearing-off phenomenon of ocrelizumab therefore does not seem to reflect suboptimal control of MS disease activity.


Subject(s)
COVID-19 , Multiple Sclerosis , Antibodies, Monoclonal, Humanized , Humans , Immunologic Factors/adverse effects , Multiple Sclerosis/drug therapy , Pandemics , Prospective Studies , SARS-CoV-2
6.
Mult Scler Relat Disord ; 57: 103416, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34847379

ABSTRACT

OBJECTIVE: The objective of this study was to measure humoral responses after SARS-CoV-2 vaccination in MS patients treated with ocrelizumab (OCR) compared to MS patients without disease modifying therapies (DMTs) in relation to timing of vaccination and B-cell count. METHODS: OCR treated patients were divided into an early and a late group (cut-off time 12 weeks between infusion and first vaccination). Patients were vaccinated with mRNA-1273 (Moderna). B-cells were measured at baseline (time of first vaccination) and SARS-CoV-2 antibodies were measured at baseline, day 28, 42, 52 and 70. RESULTS: 87 patients were included (62 OCR patients, 29 patients without DMTs). At day 70, seroconversion occurred in 39.3% of OCR patients compared to 100% of MS patients without DMTs. In OCR patients, seroconversion varied between 26% (early group) to 50% (late group) and between 27% (low B-cells) to 56% (at least 1 detectable B-cell/µL). CONCLUSIONS: Low B-cell counts prior to vaccination and shorter time between OCR infusion and vaccination may negatively influence humoral response but does not preclude seroconversion. We advise OCR treated patients to get their first vaccination as soon as possible. In case of an additional booster vaccination, timing of vaccination based on B-cell count and time after last infusion may be considered.


Subject(s)
COVID-19 , Multiple Sclerosis , Antibodies, Monoclonal, Humanized , COVID-19 Vaccines , Humans , SARS-CoV-2 , Vaccination
7.
Mult Scler ; 28(2): 300-308, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34037472

ABSTRACT

BACKGROUND: Early detection and monitoring of cognitive dysfunction in multiple sclerosis (MS) may be enabled with smartphone-adapted tests that allow frequent measurements in the everyday environment. OBJECTIVES: The aim of this study was to determine the reliability, construct and concurrent validity of a smartphone-adapted Symbol Digit Modalities Test (sSDMT). METHODS: During a 28-day follow-up, 102 patients with MS and 24 healthy controls (HC) used the MS sherpa® app to perform the sSDMT every 3 days on their own smartphone. Patients performed the Brief International Cognitive Assessment for MS at baseline. Test-retest reliability (intraclass correlation coefficients, ICC), construct validity (group analyses between cognitively impaired (CI), cognitively preserved (CP) and HC for differences) and concurrent validity (correlation coefficients) were assessed. RESULTS: Patients with MS and HC completed an average of 23.2 (SD = 10.0) and 18.3 (SD = 10.2) sSDMT, respectively. sSDMT demonstrated high test-retest reliability (ICCs > 0.8) with a smallest detectable change of 7 points. sSDMT scores were different between CI patients, CP patients and HC (all ps < 0.05). sSDMT correlated modestly with the clinical SDMT (highest r = 0.690), verbal (highest r = 0.516) and visuospatial memory (highest r = 0.599). CONCLUSION: Self-administered smartphone-adapted SDMT scores were reliable and different between patients who were CI, CP and HC and demonstrated concurrent validity in assessing information processing speed.


Subject(s)
Multiple Sclerosis , Cognition , Humans , Multiple Sclerosis/complications , Multiple Sclerosis/diagnosis , Multiple Sclerosis/psychology , Neuropsychological Tests , Reproducibility of Results , Smartphone
8.
Mult Scler Relat Disord ; 55: 103165, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34404022

ABSTRACT

OBJECTIVE: Patient reported outcome measures (PROMs) are especially relevant in times of increased interest in telehealth but little is known about their relation to functional disability measures. METHODS: We assessed 248 people with MS at baseline and at > = 5-years follow-up. We investigated cross-sectional and longitudinal correlations between changes in the Guy's Neurological disability scale (GNDS), and the physical part of the Multiple Sclerosis Impact Scale (MSIS-29) and the Expanded Disability Status Scale (EDSS), 9-hole peg test (9-HPT) and timed 25-foot walk (T25FW). RESULTS: The strongest cross-sectional correlations were found between the GNDS and EDSS in the complete cohort (r = 0.66, p <.001, n = 248) as well as in progressive patients (r = 0.72, p <.001, n = 35), and the GNDS and T25FW in progressive MS (r = 0.64, p <.001, n = 34). Longitudinal correlations were poor except for changes on the leg domain of the GNDS in relation to T25FW changes in progressive MS (r = 0.68, p <.001, n = 26). In the majority of cases a clinically significant deterioration on the EDSS also resulted in a clinically significant worsening of the GDNS and MSIS. CONCLUSION: Both PROMs correlate well with physical disability outcomes, and seem suitable for detecting changes in lower limb function in progressive MS. The GNDS has a higher agreement with EDSS progression than the MSIS-physical.


Subject(s)
Multiple Sclerosis , Cross-Sectional Studies , Disability Evaluation , Disease Progression , Humans , Multiple Sclerosis/diagnosis , Patient Reported Outcome Measures , Severity of Illness Index
9.
Mult Scler J Exp Transl Clin ; 7(2): 20552173211013831, 2021.
Article in English | MEDLINE | ID: mdl-34123391

ABSTRACT

Ocrelizumab is often used as an alternative therapy in natalizumab-treated MS patients at risk for progressive multifocal leukoencephalopathy (PML). Our objective was to assess efficacy and safety of JC-virus positive patients switching (either directly or indirectly) from natalizumab to ocrelizumab. Forty-two patients were included from an observational cohort (median follow-up 21 months). No evidence of disease activity was found in 83% of direct switchers and 50% of indirect switchers. Two direct switchers were diagnosed with carry-over PML. Our data support a direct switch for adequate disease suppression, although carry-over PML illustrates the dilemma when choosing between a direct or indirect switch.

10.
Mult Scler Relat Disord ; 52: 102974, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33990055

ABSTRACT

OBJECTIVE: To determine characteristics of multiple sclerosis patients that discontinued natalizumab treatment in a real-world cohort. METHODS: Data was collected from an ongoing observational cohort study of all natalizumab treated patients at the Amsterdam UMC. RESULTS: Of 253 patients who ever received natalizumab treatment, 147 have discontinued treatment. The most frequent reason for treatment discontinuation was JC-virus (JCV) positivity. CONCLUSIONS: JCV positivity seems the most frequent reason for natalizumab discontinuation. The heterogeneity in treatment switches reflects the advances made in treatment options, and underlines the need for adequate patient counselling.


Subject(s)
JC Virus , Leukoencephalopathy, Progressive Multifocal , Multiple Sclerosis , Antibodies, Viral , Cohort Studies , Humans , Natalizumab
11.
Mult Scler Relat Disord ; 47: 102666, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33291033

ABSTRACT

Background Neurofilament light is a neuronal protein detectable in serum (sNfL), with high potential as disease activity biomarker in multiple sclerosis (MS). To date, little is known about sNfL fluctuations between 2 consecutive measurements in healthy controls (HC) and MS patients. Yet this information is critical, as it will help define a clinically significant variation. Methods sNfL was measured at 2 consecutive time points in a cohort of 90 MS patients (untreated relapsing remitting MS (uRRMS), n=35; treated relapsing remitting MS (tRRMS), n= 21; secondary progressive MS, SPMS, n=21; primary progressive MS, PPMS, n=13), and 90 age-matched HC, using the Simoa NfL light® assay. Results Mean sNfL was elevated in all MS subtypes compared to HC (p<0.0001), and positively associated with age in HC (r=0.70, p<0.001), confirming previous reports. Mean sNfL was higher at follow-up compared to baseline in HC (p<0.001), and lower in uRRMS(p=0.036) and tRRMS (p=0.008). At follow-up, a similar proportion of HC (50.0%), untreated RRMS (51.4%), treated RRMS (33.3%), SPMS (45.0%) and PPMS (46.2%) had variations in sNfL levels exceeding 20% of baseline levels. Conclusions Our data suggest variations in sNfL occur both in HC and MS populations to a similar extent and magnitude. Variations between two consecutive sNfL measurements may reflect natural variations and not necessarily variations in inflammatory disease activity.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Biomarkers , Humans , Intermediate Filaments , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Neurofilament Proteins
12.
Mult Scler ; 27(9): 1421-1431, 2021 08.
Article in English | MEDLINE | ID: mdl-33150823

ABSTRACT

BACKGROUND: Clinical measures in multiple sclerosis (MS) face limitations that may be overcome by utilising smartphone keyboard interactions acquired continuously and remotely during regular typing. OBJECTIVE: The aim of this study was to determine the reliability and validity of keystroke dynamics to assess clinical aspects of MS. METHODS: In total, 102 MS patients and 24 controls were included in this observational study. Keyboard interactions were obtained with the Neurokeys keyboard app. Eight timing-related keystroke features were assessed for reliability with intraclass correlation coefficients (ICCs); construct validity by analysing group differences (in fatigue, gadolinium-enhancing lesions on magnetic resonance imaging (MRI), and patients vs controls); and concurrent validity by correlating with disability measures. RESULTS: Reliability was moderate in two (ICC = 0.601 and 0.742) and good to excellent in the remaining six features (ICC = 0.760-0.965). Patients had significantly higher keystroke latencies than controls. Latency between key presses correlated the highest with Expanded Disability Status Scale (r = 0.407) and latency between key releases with Nine-Hole Peg Test and Symbol Digit Modalities Test (ρ = 0.503 and r = -0.553, respectively), ps < 0.001. CONCLUSION: Keystroke dynamics were reliable, distinguished patients and controls, and were associated with clinical disability measures. Consequently, keystroke dynamics are a promising valid surrogate marker for clinical disability in MS.


Subject(s)
Multiple Sclerosis , Disability Evaluation , Fatigue , Humans , Magnetic Resonance Imaging , Reproducibility of Results
13.
Chaos ; 30(11): 113133, 2020 Nov.
Article in English | MEDLINE | ID: mdl-33261343

ABSTRACT

Within data gathered through passive monitoring of patients with Multiple Sclerosis (MS), there is a clear necessity for improved methodological approaches to match the emergence of continuous, objective, measuring technologies. As most gold standards measure infrequently and require clinician presence, fluctuations in the daily progression are not accounted for. Due to the underlying conditions of homogeneity and stationarity (the main tenets of ergodicity) not being met for the majority of the statistical methods employed in the clinical setting, alternative approaches should be investigated. A solution is to use a non-linear time series analysis approach. Here, Early-Warning Signals (EWS) in the form of critical fluctuations in Keystroke Dynamics (KD), collected using participant's smartphones, are investigated as indicators for a clinical change in three groups. These are patients with MS and changes in Magnetic Resonance Imaging (MRI), patients with MS but without changes in MRI, and healthy controls (HCs). Here, we report examples of EWS and changes in KD coinciding with clinically relevant changes in outcome measures in both patients with and without differences in the amount of MRI enhancing lesions. We also report no clinically relevant changes in EWS in the HC population. This study is a first promising step toward using EWS to identify periods of instability as measured by a continuous objective measure as a proxy for outcome measures in the field of MS.


Subject(s)
Multiple Sclerosis , Humans , Magnetic Resonance Imaging
14.
Mult Scler Relat Disord ; 46: 102492, 2020 Nov.
Article in English | MEDLINE | ID: mdl-33039944

ABSTRACT

BACKGROUND: Ocrelizumab is an approved intravenously administered anti-CD20 antibody for multiple sclerosis (MS). Shortening the 600 mg infusion to 2 hours reduces the total site stay from 5.5-6 hours (approved infusion duration including mandatory pre-medication and post-infusion observation) to 4 hours. The safety profile of shorter-duration ocrelizumab infusions was investigated using results from ENSEMBLE PLUS. METHODS: ENSEMBLE PLUS is a randomized, double-blind substudy to the single-arm ENSEMBLE study (NCT03085810). In ENSEMBLE, patients with early-stage relapsing-remitting MS received ocrelizumab 600 mg infusions every 24 weeks for 192 weeks. In ENSEMBLE PLUS, ocrelizumab 600 mg administered over the approved 3.5-hour infusion time (conventional duration) is compared with a 2-hour infusion (shorter duration); the durations of the initial infusions (2×300 mg, 14 days apart) were unaffected. The primary endpoint was the proportion of patients with infusion-related reactions (IRRs) following the first Randomized Dose. RESULTS: From November 1, 2018, to December 13, 2019, 745 patients were randomized 1:1 to the conventional or shorter infusion group. At the first Randomized Dose, 99/373 patients (26.5%) in the conventional and 107/372 patients (28.8%) in the shorter infusion group experienced IRRs. The majority of IRRs were mild or moderate; >99% of all IRRs resolved without sequelae in both groups (conventional infusion group, 99/99; shorter infusion group, 106/107). No IRRs were serious, life-threatening, or fatal. No IRR-related discontinuations occurred. During the first Randomized Dose, 22/373 (5.9%) and 39/372 (10.5%) patients in the conventional and shorter infusion groups, respectively, had IRRs leading to infusion slowing/interruption. Adverse events were consistent with the known safety profile of ocrelizumab. CONCLUSION: The rates and severity of IRRs were similar between conventional and shorter infusions. No new safety signals were detected. Shortening the infusion time to 2 hours reduces the total site stay time (including mandatory pre-medication/infusion/observation) from 5.5-6 hours to 4 hours, and may reduce patient and site staff burden. A short video summarizing the key results is provided in supplemental material.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Antibodies, Monoclonal, Humanized/adverse effects , Humans , Immunologic Factors/adverse effects , Multiple Sclerosis, Relapsing-Remitting/drug therapy
15.
Mult Scler ; 26(8): 912-923, 2020 07.
Article in English | MEDLINE | ID: mdl-31066634

ABSTRACT

OBJECTIVE: To validate kappa free light chain (KFLC) and lambda free light chain (LFLC) indices as a diagnostic biomarker in multiple sclerosis (MS). METHODS: We performed a multicenter study including 745 patients from 18 centers (219 controls and 526 clinically isolated syndrome (CIS)/MS patients) with a known oligoclonal IgG band (OCB) status. KFLC and LFLC were measured in paired cerebrospinal fluid (CSF) and serum samples. Gaussian mixture modeling was used to define a cut-off for KFLC and LFLC indexes. RESULTS: The cut-off for the KFLC index was 6.6 (95% confidence interval (CI) = 5.2-138.1). The cut-off for the LFLC index was 6.9 (95% CI = 4.5-22.2). For CIS/MS patients, sensitivity of the KFLC index (0.88; 95% CI = 0.85-0.90) was higher than OCB (0.82; 95%CI = 0.79-0.85; p < 0.001), but specificity (0.83; 95% CI = 0.78-0.88) was lower (OCB = 0.92; 95% CI = 0.89-0.96; p < 0.001). Both sensitivity and specificity for the LFLC index were lower than OCB. CONCLUSION: Compared with OCB, the KFLC index is more sensitive but less specific for diagnosing CIS/MS. Lacking an elevated KFLC index is more powerful for excluding MS compared with OCB but the latter is more important for ruling in a diagnosis of CIS/MS.


Subject(s)
Immunoglobulin kappa-Chains/metabolism , Immunoglobulin lambda-Chains/metabolism , Multiple Sclerosis/diagnosis , Oligoclonal Bands , Adult , Biomarkers/blood , Biomarkers/cerebrospinal fluid , Female , Humans , Immunoglobulin kappa-Chains/blood , Immunoglobulin kappa-Chains/cerebrospinal fluid , Immunoglobulin lambda-Chains/blood , Immunoglobulin lambda-Chains/cerebrospinal fluid , Male , Middle Aged , Oligoclonal Bands/blood , Oligoclonal Bands/cerebrospinal fluid , Reproducibility of Results , Sensitivity and Specificity
16.
Mult Scler Relat Disord ; 38: 101489, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31731213

ABSTRACT

BACKGROUND: Fampridine is an effective treatment to improve ambulation for some multiple sclerosis (MS) patients. Remarkable discrepancies exist between responder rates in clinical trials and the proportion of patients continuing treatment in clinical practice. This may be related to clinical phenotypes of MS patients, and the influence of patient reported outcome (PRO) on treatment decision making. OBJECTIVE: To analyse responder rates to fampridine on ambulation and upper extremity function (UEF) and the influence on treatment decision making in different clinical subgroups in a real-world setting. METHODS: MS patients with ambulatory impairment treated with fampridine were included. Patients were subdivided based on disease duration, clinical phenotype, Expanded Disability Status Scale (EDSS), baseline walking speed, and presence of UEF impairment. Ambulatory response was assessed with the Timed 25-Foot Walk (T25FW, responder defined as ≥20% improvement) and with the MS Walking Scale (MSWS, responder defined as ≥8 points improvement) as a PRO. For patients also reporting impaired UEF, the Arm Function in MS Questionnaire (AMSQ, responder defined as ≥15 improvement) was the PRO of choice. Decision on treatment continuation was based on improvement of T25FW, MSWS and the clinicians' overall impression for improvement. RESULTS: In total 344 patients were included of which 75.3% continued treatment. More patients with a relapsing clinical phenotype continued treatment vs patients with a progressive phenotype (83.6 vs 68.6%, p < 0.01). A positive linear trend was found between severity of walking disability, as determined by baseline walking speed, and T25FW response (p < 0.01), while there was an inverse linear association between walking disability and MSWS response (p = 0.03). However, the proportion of patients continuing treatment was similar between subgroups of baseline walking speed. Impaired UEF was reported by 183 (66.5%) patients, of which 64 (39.3%) were AMSQ responders. Patients responding on AMSQ compared to non-responders, were also more frequently MSWS responders (82.8 vs 65.3%, p = 0.02), while response on T25FW was similar, and continued treatment more often (85.9 vs 70.7%, p = 0.04). This suggests an influence of PRO on treatment decision making. CONCLUSION: Responder rates and treatment continuation of fampridine differed between clinical subgroups of MS. PROs influenced treatment decision making of fampridine in clinical practice, particularly in patients with mild ambulatory impairment or those reporting UEF impairment. To some extent, these findings explain discrepancies found between clinical trials and clinical practice, and support the importance of subgroup analyses and incorporation of PROs in clinical trials. For clinical practice, using PROs to assess patients experience in conjunction with performance measures helps in treatment decision making.


Subject(s)
4-Aminopyridine/pharmacology , Clinical Decision-Making , Multiple Sclerosis, Chronic Progressive/drug therapy , Multiple Sclerosis, Chronic Progressive/physiopathology , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Multiple Sclerosis, Relapsing-Remitting/physiopathology , Patient Reported Outcome Measures , Potassium Channel Blockers/pharmacology , Severity of Illness Index , 4-Aminopyridine/administration & dosage , Adult , Female , Follow-Up Studies , Humans , Male , Middle Aged , Mobility Limitation , Phenotype , Potassium Channel Blockers/administration & dosage , Upper Extremity/physiopathology , Walking Speed/physiology
17.
Neuroimage Clin ; 24: 101962, 2019.
Article in English | MEDLINE | ID: mdl-31416017

ABSTRACT

INTRODUCTION: Atrophy of the spinal cord is known to occur in multiple sclerosis (MS). The mean upper cervical cord area (MUCCA) can be used to measure this atrophy. Currently, several (semi-)automated methods for MUCCA measurement exist, but validation in clinical magnetic resonance (MR) images is lacking. METHODS: Five methods to measure MUCCA (SCT-PropSeg, SCT-DeepSeg, NeuroQLab, Xinapse JIM and ITK-SNAP) were investigated in a predefined upper cervical cord region. First, within-scanner reproducibility and between-scanner robustness were assessed using intra-class correlation coefficient (ICC) and Dice's similarity index (SI) in scan-rescan 3DT1-weighted images (brain, including cervical spine using a head coil) performed on three 3 T MR machines (GE MR750, Philips Ingenuity, Toshiba Vantage Titan) in 21 subjects with MS and 6 healthy controls (dataset A). Second, sensitivity of MUCCA measurement to lesions in the upper cervical cord was assessed with cervical 3D T1-weighted images (3 T GE HDxT using a head-neck-spine coil) in 7 subjects with MS without and 14 subjects with MS with cervical lesions (dataset B), using ICC and SI with manual reference segmentations. RESULTS: In dataset A, MUCCA differed between MR machines (p < 0.001) and methods (p < 0.001) used, but not between scan sessions. With respect to MUCCA values, Xinapse JIM showed the highest within-scanner reproducibility (ICC absolute agreement = 0.995) while Xinapse JIM and SCT-PropSeg showed the highest between-scanner robustness (ICC consistency = 0.981 and 0.976, respectively). Reproducibility of segmentations between scan sessions was highest in Xinapse JIM and SCT-PropSeg segmentations (median SI ≥ 0.921), with a significant main effect of method (p < 0.001), but not of MR machine or subject group. In dataset B, SI with manual outlines did not differ between patients with or without cervical lesions for any of the segmentation methods (p > 0.176). However, there was an effect of method for both volumetric and voxel wise agreement of the segmentations (both p < 0.001). Highest volumetric and voxel wise agreement was obtained with Xinapse JIM (ICC absolute agreement = 0.940 and median SI = 0.962). CONCLUSION: Although MUCCA is highly reproducible within a scanner for each individual measurement method, MUCCA differs between scanners and between methods. Cervical cord lesions do not affect MUCCA measurement performance.


Subject(s)
Cervical Cord/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Multiple Sclerosis/diagnostic imaging , Neuroimaging/methods , Adult , Atrophy/diagnostic imaging , Atrophy/pathology , Cervical Cord/pathology , Diffusion Tensor Imaging/instrumentation , Diffusion Tensor Imaging/methods , Female , Humans , Imaging, Three-Dimensional/methods , Male , Middle Aged , Multiple Sclerosis/pathology , Neuroimaging/instrumentation , Reproducibility of Results , Software
18.
Mult Scler Relat Disord ; 33: 82-87, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31174043

ABSTRACT

BACKGROUND: Natalizumab is an effective treatment for relapsing-remitting multiple sclerosis (RRMS). Data on clinical and imaging measures predictive of disease activity and progression during treatment is limited. OBJECTIVE: To determine clinical and imaging predictors of long-term inflammatory disease activity and disability progression in RRMS patients on natalizumab. METHODS: Patients (n = 135) were selected from our prospective observational natalizumab cohort and monitored using brain MRI and extensive clinical testing. Progression and improvement on the Expanded Disability Status Scale (EDSS), no evidence of disease activity (NEDA) and no evidence of progression or active disease (NEPAD) status were determined using measurements after the initial phase of inflammation and the early anti-inflammatory impact of natalizumab. RESULTS: EDSS progression was seen in 43.7% of patients and EDSS improvement in 17.8%. Median follow-up was 4.9 years (IQR 3.6-6.0). Patients with a longer disease duration at natalizumab initiation have a higher hazard for earlier EDSS progression (HR 1.05, CI 1.00-1.09, p = 0.037) and a higher pre-baseline relapse rate predicted a longer NEPAD status (HR 1.70, CI 1.06-2.72, p = 0.028). CONCLUSION: The results suggest that starting natalizumab early, during active inflammatory disease results in a more favourable outcome. When taking into account early inflammation and the impact of natalizumab on disease activity during the initial treatment phase, a higher than expected proportion of patients showed disability progression.


Subject(s)
Immunologic Factors/therapeutic use , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Natalizumab/therapeutic use , Adult , Disability Evaluation , Disease Progression , Female , Humans , Male
19.
Eur J Neurol ; 26(6): 893-902, 2019 06.
Article in English | MEDLINE | ID: mdl-30629788

ABSTRACT

BACKGROUND AND PURPOSE: To predict disability and cognition in multiple sclerosis (MS) after 6 and 12 years, using early clinical and imaging measures. METHODS: A total of 115 patients with MS were selected and followed up after 2 and 6 years, with 79 patients also being followed up after 12 years. Disability was measured using the Expanded Disability Status Scale (EDSS); cognition was measured only at follow-up using neuropsychological testing. Predictors of interest included EDSS score, baseline brain and lesion volumes and their changes over 2 years, baseline age, clinical phenotype, sex and educational level. RESULTS: Higher 6-year EDSS score was predicted by early EDSS score and whole-brain volume changes and baseline diagnosis of primary progressive MS (adjusted R2  = 0.56). Predictors for 12-year EDSS score included larger EDSS score changes and higher T1-hypointense lesion volumes (adjusted R2  = 0.38). Year 6 cognition was predicted by primary progressive MS phenotype, lower educational level, male sex and early whole-brain atrophy (adjusted R2  = 0.26); year 12 predictors included male sex, lower educational level and higher baseline T1-hypointense lesion volumes (adjusted R2  = 0.14). CONCLUSIONS: Patients with early signs of neurodegeneration and a progressive disease onset were more prone to develop both disability progression and cognitive dysfunction. Male sex and lower educational level only affected cognitive dysfunction, which remains difficult to predict and probably needs more advanced imaging measures.


Subject(s)
Brain/pathology , Cognition Disorders/etiology , Cognition/physiology , Multiple Sclerosis/pathology , White Matter/pathology , Adult , Atrophy/diagnostic imaging , Atrophy/pathology , Brain/diagnostic imaging , Cognition Disorders/psychology , Disease Progression , Female , Follow-Up Studies , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Multiple Sclerosis/complications , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/psychology , Neuropsychological Tests , White Matter/diagnostic imaging
20.
Mult Scler Relat Disord ; 28: 44-49, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30553168

ABSTRACT

BACKGROUND: Multiple sclerosis (MS) lacks reliable biomarkers that reflect disease activity. Recent evidence suggests that an altered sphingolipid metabolism is associated with MS pathogenesis. OBJECTIVE: To explore acid sphingomyelinase (ASM) activity and altered sphingolipid metabolism as potential biomarkers in serum of MS patients, to predict active and progressive disease, and response to disease modifying therapy (DMT). METHODS: Levels of serum ASM activity were longitudinally analyzed in 40 clinically isolated syndrome, 64 relapsing remitting (RR) and 10 primary progressive MS patients, and 22 healthy controls (HC). ASM activity and sphingolipid levels were measured in a different sample of 61 RRMS patients using DMT. RESULTS: A significant difference in ASM activity levels was observed between MS patients and HC (p < 0.001). There was no correlation between ASM activity levels and disease activity, progression or response to DMT. Ceramide (Cer)-C16:0 , Cer-C24:0 and sphingomyelin (SM)-C20:0, SM-C22:0, SM-C24:0 and SM-C24:1 showed a significant increase during fingolimod use. CONCLUSION: Although higher levels in MS patients were found, ASM activity levels do not show potential as a biomarker for predicting disease activity, progression or response to DMT. Two ceramides and four types of sphingomyelin require further investigation as potential markers for treatment response.


Subject(s)
Demyelinating Diseases/blood , Demyelinating Diseases/enzymology , Sphingomyelin Phosphodiesterase/blood , Adult , Biomarkers/blood , Ceramides/blood , Demyelinating Diseases/diagnostic imaging , Demyelinating Diseases/therapy , Female , Fingolimod Hydrochloride/therapeutic use , Follow-Up Studies , Humans , Immunologic Factors/therapeutic use , Longitudinal Studies , Male , Prospective Studies , Sphingomyelins/blood , Treatment Outcome
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