Patients excluded owing to incomplete minimum data set had at least 1 of the following information missing: date of birth, sex, center, multiple sclerosis (MS) course, or MS diagnosis date. Patients excluded owing to insufficient visit data had fewer than 3 visits with Expanded Disability Status Scale score recorded or less than 3 months between second and last visit. PPMS indicates primary progressive MS; PRMS, progressive-relapsing MS.
Multivariable Andersen-Gill model adjusted for multiple potential confounders of disease outcomes. More than 1 progressive event per patient was allowed. HR indicates hazard ratio.
A, Exclusion of all visits that occurred within 12 months of preceding relapse was performed to exclude relapse-associated disability progression. B, Exclusion of bout-onset progressive multiple sclerosis (MS) was performed to identify the effect of ongoing relapses on disability progression in PPMS.
eTable 1. Data quality procedure
eTable 2. Patient disposition per centre
eFigure. Numbers of patients Included by the year of the first recorded visit
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Hughes J, Jokubaitis V, Lugaresi A, et al. Association of Inflammation and Disability Accrual in Patients With Progressive-Onset Multiple Sclerosis. JAMA Neurol. 2018;75(11):1407–1415. doi:10.1001/jamaneurol.2018.2109
What is the role of inflammatory relapses in disability accumulation for patients with progressive-onset multiple sclerosis?
In this longitudinal, prospective cohort study of 1419 patients with progressive-onset multiple sclerosis, superimposed relapse was associated with a reduced likelihood of confirmed disability progression. Time spent on disease-modifying therapy reduced the likelihood of progression in progressive-onset patients with relapse but not in those without relapse.
Disease-modifying therapy may prevent relapse-related disability accrual in patients with progressive-onset multiple sclerosis.
The role of inflammatory disease activity as a determinant of disability in progressive-onset multiple sclerosis (MS) remains contested.
To examine the association of superimposed relapses in progressive-onset MS on disease outcomes.
Design, Setting, and Participants
Observational cohort study from MSBase, a prospectively collected, international database. Data were collected between January 1995 and February 2017. Analyses began in February 2017. From 44 449 patients at time of extraction, 1419 eligible patients (31.9%) were identified for analysis. Inclusion criteria consisted of primary progressive MS (PPMS) or progressive-relapsing MS (PRMS), adult-onset disease, and minimum data set (including ≥3 visits with disability recorded, ≥3 months between second and last visit). Data were analyzed using multivariable regression models (Andersen-Gill) with mixed effects. Two sensitivity analyses to exclude both relapse-related disability progression and bout-onset progressive MS were performed.
Grouped according to presence or absence of relapse, defined as an acute episode of clinical worsening. Quantifiable disability change or correlation on imaging was not required to confirm relapse.
Main Outcomes and Measures
Cumulative hazard of disability progression.
Patients with PRMS were younger than those with PPMS (mean [SD] age, 46  vs 51  years, Cohen d = 0.40) and demonstrated a mean lower Expanded Disability Status Scale score (mean [SD] score, 4.0  vs 4.5 [2.5], Cohen d = 0.28) at inclusion. The ratio of men to women was similar in the PRMS and PPMS groups (252:301 vs 394:472). The overall mean (SD) age was 48 (11) years for men and 50 (10) years for women. Likelihood of confirmed disability progression was lower in patients with superimposed relapses (hazard ratio [HR], 0.83; 95% CI, 0.74-0.94; P = .003). Proportion of follow-up time spent on disease-modifying therapy significantly reduced the hazard of confirmed disability progression in the cohort with relapse (HR, 0.96; 95% CI, 0.94-0.99; P = .01) but not in those without relapse (HR, 1.02; 95% CI, 0.99-1.05; P = .26). When accounting for relapse-related progression, the association of disease-modifying therapy in the cohort with superimposed relapse was no longer observed (HR, 1.10; 95% CI, 0.96-1.24; P = .16).
Conclusions and Relevance
In progressive-onset MS, superimposed relapses are associated with a lower risk of confirmed disability progression. This is most likely attributed to the association of disease-modifying therapy with the prevention of relapse-related disability accrual in patients with superimposed relapse. These findings suggest that inflammatory relapses are an important and modifiable determinant of disability accrual in progressive-onset disease.
Multiple sclerosis (MS) represents a disease with a high burden of morbidity and substantial impact on quality of life.1,2 Primary progressive MS (PPMS) accounts for 10% to 20% of MS and is characterized by a gradual decline in neurological function from the onset of symptoms.2-6 A subset of patients with progressive-onset MS will also experience episodes of distinct clinical relapse, representing the previously described progressive-relapsing phenotype of MS (PRMS).7,8
In 2014, Lublin et al7 proposed a reclassification of progressive-onset MS phenotypes in which PPMS and PRMS are categorized as a single phenotype under the umbrella of PPMS. This single phenotype can be further described by disease activity, defined as the presence or absence of either superimposed clinical relapses or new activity (gadolinium-enhancing or T2 lesions) on magnetic resonance imaging.
Progressive-onset MS with and without superimposed relapse is associated with a reduced time to irreversible disability milestones; however, there is limited research to date identifying factors that contribute to this disability accrual.9,10 In particular, likely owing to the low prevalence of PRMS, the role of episodic inflammation in disability accumulation remains contested.11-16
While previous landmark cohort studies did not identify any association of superimposed relapse with disability outcomes in progressive-onset MS, findings of more recent research indicates that a subset of patients with a more rapidly deteriorating course may exist.11-16 Moreover, results of recent randomized clinical trials provide further support for the notion of a subset of patients with progressive-onset MS characterized by a greater degree of ongoing inflammatory activity.17,18 The implications of characterizing this subset of patients with progressive-onset MS include (1) identification of a subgroup of patients that may benefit from preexisting therapy, (2) recognition of inflammatory relapse as a disability modifier in design of future therapeutic trials, and (3) a better pathophysiological understanding of the interaction between relapse and progression, the 2 core phenomena of MS.19 Hence, characterizing the clinical features of progressive-onset MS with and without relapse represents an area of unmet need.
Our study used MSBase, a large international, observational cohort, to examine the association of superimposed relapses on disability accumulation in progressive-onset MS.20 We first described the clinical characteristics of patients with progressive-onset with relapse vs those without. Following this, we evaluated the association between superimposed relapses and disability outcomes. Finally, we investigated the interaction between disease activity and disease-modifying therapy (DMT) in progressive-onset MS.
The MSBase registry20 (registered with WHO ICTRP, anzctr.org.au identifier: ACTRN12605000455662) was approved by the Melbourne Health Human Research Ethics Committee and the local ethics committees of participating centers (or exemptions were granted in accordance with local laws and regulations). If required, enrolled patients provided written informed consent.
Data from 44 449 patients from 117 centers in 36 countries were extracted from the MSBase registry in February 2017. The study followed the complete-case analysis principle. The inclusion criteria consisted of the diagnosis of definite PPMS or PRMS (according to 2005 or 2010 revised McDonald criteria21,22), adult-onset disease, 3 or more visits with Expanded Disability Status Scale (EDSS) score recorded, more than 3 months between second and last visit, and availability of the minimum data set. The minimum data set requirements included date of birth, sex, MS course, and center; only patient data from centers contributing 10 or more patient records were included.
Data entry into MSBase registry was near real time and was achieved through the iMed clinical record system or the MSBase online data entry portal. Data were collected between January 1995 and February 2017, and analyses began in February 2017. Data recorded in local databases before the launch of MSBase were merged into MSBase in 2004 or later.20 Data quality was assessed prior to screening for inclusion and statistical analysis as per standard MSBase procedures (eTable 1 in the Supplement).23
Lublin et al7 have defined PPMS as with or without relapses, which replaced the previous diagnoses of PRMS and PPMS, respectively. For simplicity, we will use PRMS and PPMS as diagnostic categories throughout the remainder of the article and progressive-onset MS when describing both groups. Patients were categorized into the PRMS group based on the diagnosis of PRMS and/or progressive-onset MS with a recorded relapse in the data set; otherwise they were categorized as PPMS.
On-study follow-up was defined as the time between first and last eligible visit, where the eligibility of the latter was defined by the presence of 1 further confirmatory visit 3 or more months later. Only visits from January 1, 1995, with EDSS score recorded were included.
Disability was measured using the EDSS, with neurostatus certification required at each participating center to improve the reliability of clinical disability assessment.24 Relapse was defined as the occurrence of new symptoms or exacerbation of existing symptoms persisting for at least 24 hours, in the absence of concurrent illness or fever, and occurring at least 30 days after a previous relapse.25 MSBase protocol does not require quantifiable disability change or correlation on imaging to confirm relapse. Progression was defined as an increase in EDSS score by 1 step (1.5 steps if baseline EDSS score was 0, and 0.5 steps if baseline EDSS score was >5.5).
The primary outcome was a confirmed disability progression event, defined as increase in EDSS score by 1.5 steps if baseline EDSS score was 0, 1 step if baseline EDSS score was 1 to 5.5, and 0.5 steps if baseline EDSS score was 6 or greater. As multiple progression events were allowed per patient, periods of EDSS score progression were measured from each base visit, defined as the date of inclusion and 1 day after subsequent confirmed progression events. Expanded Disability Status Scale score was confirmed at a minimum of 3 months and sustained for the remainder of follow-up.26 While EDSS scores irrespective of their association with relapse were eligible to establish disability progression, only EDSS scores recorded more than 30 days from onset of relapse could be used to confirm disability progression. Patients who did not reach end points were censored at the final eligible visit.
Mean with 95% CIs or median with quartiles (first quartile to third quartile) were used to describe data distributions. Cohen d was calculated to determine effect size across PRMS vs PPMS groups.
Multivariable models with mixed effects adjusted for annualized visit rate were fitted to analyze the association of superimposed relapse on the cumulative hazard of confirmed disability progression events (Andersen-Gill). In addition to MS group (PRMS or PPMS), sex, frequency of visits with EDSS scores, and proportion of follow-up on both DMT and immunosuppression were modeled as covariates. Age and EDSS scores were additionally modeled as time-dependent covariates, measured at each base visit. To account for center-specific bias (including any differences in the years of patient inclusion) and within-patient dependence, we modeled center and patient identification as random effects. Proportional hazards assumption was assessed with Schoenfeld residuals and any violations corrected by introducing an interaction term with a time variable.
To identify any differential association of DMT with confirmed disability progression between groups, we subsequently introduced an interaction term between proportion of follow-up receiving DMT (per 10% follow-up time receiving DMT) and MS group to each model. Finally, to further characterize this potential interaction, we stratified each model according to MS group.
Two sensitivity analyses were performed to (1) exclude the role of relapse-related disability progression by excluding visits preceded by relapse within 12 months and (2) exclude bout-onset progressive MS by selecting only patients with recorded relapses 30 days or more from symptom onset.
All statistical analyses were performed using R, version 3.3.2 (R Foundation for Statistical Computing). Mixed-effects models were fitted using the coxme package. Models were selected according to model validity, clinical relevance, and goodness of fit determined by the Akaike Information Criterion. All hypotheses were tested at a 2-tailed .05 level of significance.
Prior to inclusion, progressive-onset disease represented 6.4% of patients with recorded MS course in the MSBase registry. Of the patients enrolled in the MSBase registry at time of data extraction, 1419 patients from 83 centers across 28 countries were eligible for analysis after the inclusion criteria were applied (Figure 1 and eTable 2 in the Supplement). Data were captured between January 1995 and February 2017, with 1219 patients (86%) with the first visit recorded after 2000 (eFigure in the Supplement). Median prospective follow-up period was 5.0 (quartiles, 2.3-9.0) years per patient.
Patient, treatment, and relapse characteristics in the PRMS vs PPMS groups are summarized in Table 1. Patients with PRMS were younger at disease onset (mean [SD] age, 39  vs 43  years; Cohen d = 0.38) and date of inclusion (mean [SD] age, 46  vs 51  years; Cohen d = 0.40), and demonstrated a lower EDSS at inclusion (mean [SD] score, 4.0  vs 4.5 [2.5]; Cohen d = 0.28) compared with those in the PPMS group. The male-female ratio in the PRMS group was 1:1.19 compared with 1:1.20 in the PPMS group. Of the patients who received treatment, interferon-beta was most common in both the PRMS and PPMS groups (186 [73%] and 99 [56%] patients, respectively).
Of the 553 patients in the PRMS group, 320 (58%) experienced a total of 864 recorded relapses during follow-up. The majority (505 of 864 [58%]) of relapses involved the pyramidal tract. The median annualized relapse rate from symptom onset to end of follow-up was 0.15 (quartiles, 0.08-0.26) relapses per year.
The preliminary univariable analysis unadjusted for confounding covariates revealed a lower risk of disability progression in patients with PRMS compared with PPMS (hazard ratio [HR], 0.86; 95% CI: 0.78-0.96; P = .005). When adjusting for potential confounders of disease outcomes, a lower likelihood of confirmed disability progression in PRMS was maintained (HR, 0.83; 95% CI, 0.74-0.94; P = .003). The adjusted cumulative hazard of confirmed disability progression events in the PRMS and PPMS groups is visualized in Figure 2.
To further investigate the association between DMT and disease course, we incorporated an interaction term between the proportion of time receiving DMT and MS group into the multivariable model. The association between exposure to DMT (per 10% follow-up time spent receiving DMT) and likelihood of confirmed disability progression was dependent on allocation to PRMS or PPMS group (HR, 0.93; 95% CI, 0.90-0.97; P < .001).
Outcomes of the stratified models are outlined in Table 2. In the PRMS cohort (n = 553), we observed a 4% relative decrease in the hazard of confirmed disability progression events for each 10% increment in persistence receiving DMT (HR, 0.96; 95% CI, 0.94-0.99; P = .01). This association was not seen in the PPMS cohort (n = 866; HR, 1.02; 95% CI, 0.99-1.05; P = .26). In addition, we observed that male sex (PRMS group: HR, 1.19; 95% CI, 1.00-1.40; P = .04; PPMS group: HR, 1.22; 95% CI, 1.07-1.39; P = .003) and EDSS score at each base visit (PRMS group: HR, 1.09; 95% CI, 1.04-1.14; P < .001; PPMS group: HR, 1.04; 95% CI, 1.00-1.08; P = .03) increased the likelihood of confirmed disability progression within PRMS and PPMS groups. We did not observe any association between age (PRMS group: HR, 1.00; 95% CI, 0.99-1.00; P = .40; PPMS group: HR, 1.00; 95% CI, 0.99-1.00; P = .14) or proportion of follow-up receiving immunosuppression (PRMS group: HR, 1.00; 95% CI, 0.98-1.03; P = .77; PPMS group: HR, 1.00; 95% CI, 0.96-1.03; P = .82) and likelihood of confirmed disability progression.
The first sensitivity analysis, which excluded relapse-related disability progression, identified 1356 patients from the original cohort. When accounting for relapse-related progression, a reduced likelihood of confirmed disability progression in patients with PRMS vs those with PPMS was maintained (HR, 0.87; 95% CI, 0.77-0.98; P = .03) (Figure 3A). However, when stratified according to MS group (PRMS or PPMS), results of this sensitivity analysis revealed no association between proportion of follow-up time on DMT and cumulative hazard of disability progression in PRMS (HR, 1.10; 95% CI, 0.96-1.24; P = .16).
The second sensitivity analysis identified 436 patients with relapses that occurred later than the first 30 days of symptom onset. A reduced likelihood of disability progression in the PRMS group was maintained after excluding bout-onset progressive MS (HR, 0.83; 95% CI, 0.73-0.95; P = .006) (Figure 3B).
In this study of 1419 patients from the international, observational MSBase cohort, we have demonstrated that the presence of superimposed relapse in progressive-onset MS is associated with a reduced progression of disability. Interestingly, we have shown that DMT reduces the likelihood of progression in progressive-onset MS with relapse but not in progressive-onset MS without relapse. The sensitivity analysis excluding disability progression events that were preceded by relapses showed that the association of DMT with disability progression is mediated through controlling relapse-related disability worsening. This suggests that relapses in progressive-onset MS, as a clinical correlate of episodic inflammatory activity, represent a positive prognostic marker and provide an opportunity to improve disease outcomes through prevention of relapse-related disability accrual.
To date and to our knowledge, there are limited epidemiologic data describing the characteristics of progressive-onset MS with superimposed relapse vs without. The ratio of men to women in our study (1:1.19 in PRMS and 1:1.20 in PPMS) was consistent with previous studies describing the clinical characteristics of PPMS and those comparing PRMS with PPMS.5,10-12,27,28 Where previous research has identified no difference in age at onset between patients with vs without relapse, we demonstrated that patients with PRMS were younger at disease onset compared with those with PPMS.12 This may be attributed to a reduced time to diagnosis due to the bout onset of the disease in a proportion of patients with PRMS.
Additionally, few studies have described the relapse characteristics of patients with PRMS, to our knowledge.12,13 Tullman et al13 described a mean (SD) annualized relapse rate of 0.6 (0.8) in a cohort of 16 patients with PRMS. Our median annualized relapse rate of 0.15 (quartiles 0.08 to 0.26) is likely a conservative estimate, as it includes time from symptom onset prior to inclusion date. Consistent with previous findings, the domain most commonly affected by relapses was the motor system.12,13
The role of superimposed relapse in disability accumulation in progressive-onset MS remains contested.11-16 Several recent studies have identified superimposed relapse as an independent determinant of disability accrual.13,15,16 Conversely, other studies have identified no influence of superimposed relapse on the accumulation of disability in progressive-onset MS phenotypes.11,12,14 Our study established a negative association between superimposed relapses in progressive-onset MS and the likelihood of confirmed disability progression, which can be attributed to an association of treatment in the PRMS but not the PPMS group. Additionally, the findings of our first sensitivity analysis suggest that, in the absence of treatment effect, patients with PRMS continue to have a reduced likelihood of disability progression compared with those with PPMS. These findings may indicate a difference in the underlying natural history of PRMS vs PPMS when accounting for relapse-related progression.
A substantially greater proportion of patients with PRMS received DMT compared with PPMS (46% vs 21%). The relatively high proportion of patients with progressive-onset MS receiving DMT likely represents individual practices in tertiary centers, which we have accounted for by incorporating center as a random effect in our mixed-effects model. Persistence receiving DMT reduced the likelihood of progression in patients with PRMS, an association that was not observed in those with PPMS. This observation is in keeping with the outcomes of the INFORMS trial, which did not find any effect of fingolimod on 3-month confirmed disability progression in PPMS over 3 years.29 Our own observational study extended this result to other DMT in patients with PPMS without superimposed episodic inflammatory activity.30 This finding is also consistent with previous findings that patients with episodic clinical worsening or inflammatory changes on magnetic resonance imaging are more likely to respond to DMT.17,18,31,32 Furthermore, when relapse-related disability progression was excluded in a sensitivity analysis, the association of DMT in PRMS was no longer observed. Given that clinical relapse is seen as a clinical correlate of acute inflammatory changes, this finding suggests that DMT in progressive-onset MS mitigates acute episodic inflammation-associated disability accrual.33
We confirmed the results of previous studies documenting male sex as a negative prognostic factor in PPMS.9,34,35 Compared with the role of DMT, time receiving immunosuppression did not influence likelihood of disability progression. The finding that a higher EDSS score at baseline visit increases the risk of disability accrual in both patient cohorts may be inherent to the definition of progression, where a baseline EDSS score greater than 5.5 requires only a half-step increment. However, given that higher EDSS scores are relatively infrequent, this may also reflect the association of patients with a more severe disability trajectory as described by Signori et al.31
Studies of observational data are subject to multiple biases. We have mitigated the impact of detection bias by adjusting the analyses for the frequency of recorded EDSS scores, which is representative of the frequency of clinical appointments. We have accounted for confounding by sex and baseline EDSS score by incorporating these as covariates. The median duration between symptom onset and inclusion was similar for both PRMS and PPMS groups (Cohen d = 0.06). By modeling age as a time-dependent covariate from date of inclusion, we have concurrently adjusted for disease duration from inclusion. We have also controlled for center-specific management and within-patient dependence by incorporating center and patient identification as random effects within our models. Finally, we have shown that the reduced rate of disability progression remains present when excluding patients with bout-onset progressive MS.
The principal limitation of this study is inherent in the use of the EDSS as a clinical measure of disability. We have enhanced reliability of disability measurement by requiring neurostatus certification from involved centers.24 The proportion of patients with progressive-onset MS in our cohort (6.4% prior to exclusion criteria) was lower than previously documented.2-6 This may represent a level of underreporting of progressive-onset MS by clinicians and thus may impact negatively on the generalizability of results. Furthermore, the MSBase observational plan does not require quantifiable disability change to confirm relapse. We have attempted to minimize erroneous reporting through standardized quality assurance procedures as described elsewhere.23 Magnetic resonance imaging as a marker of inflammatory activity may provide further insight into the role of DMTs in progressive-onset MS; however, to date, we are limited by availability of imaging data in this cohort.
In patients with progressive-onset MS, superimposed relapses are associated with a lower risk of confirmed disability progression. This is most likely attributed to differences in natural disease course as well as the preventive association of DMT on relapse-related disability accrual in patients with progressive-onset disease and superimposed relapse. These findings provide further evidence for a progressive-onset MS phenotype with acute episodic inflammatory changes, thereby identifying patients who may respond to existing immunotherapies. Relapse, as a clinical correlate of acute episodic inflammation in progressive-onset MS, therefore constitutes a prognostic marker and a treatment target. Further research is needed to characterize the role of acute episodic inflammation in progressive-onset disease, in particular incorporating evidence of inflammatory magnetic resonance imaging activity as a predictor of disease course.
Accepted for Publication: June 1, 2018.
Corresponding Author: Tomas Kalincik, MD, PhD, Royal Melbourne Hospital, 300 Grattan St, Level 4 E, Parkville VIC 3050, Australia (email@example.com).
Published Online: August 6, 2018. doi:10.1001/jamaneurol.2018.2109
Author Contributions: Drs Hughes and Kalincik had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
Concept and design: Hughes, Verheul, Terzi, Butzkueven, Kalincik.
Acquisition, analysis, or interpretation of data: Hughes, Jokubaitis, Lugaresi, Hupperts, Izquierdo, Prat, Girard, Duquette, Grand’Maison, Grammond, Sola, Ferraro, Ramo-Tello, Trojano, Slee, Shaygannejad, Boz, Lechner-Scott, Van Pesch, Pucci, Solaro, Granella, Spitaleri, Alroughani, Jun, Fambiatos, Van der Walt, Butzkueven, Kalincik.
Drafting of the manuscript: Hughes, Lugaresi, Fambiatos, Kalincik.
Critical revision of the manuscript for important intellectual content: Jokubaitis, Hupperts, Izquierdo, Prat, Girard, Duquette, Grand'Maison, Grammond, Sola, Ferraro, Ramo-Tello, Trojano, Slee, Shaygannejad, Boz, Lechner-Scott, Van Pesch, Pucci, Solaro, Verheul, Terzi, Granella, Spitaleri, Alroughani, Jun, Van der Walt, Butzkueven, Kalincik.
Statistical analysis: Hughes, Jokubaitis, Jun, Kalincik.
Obtained funding: Lechner-Scott, Butzkueven, Kalincik.
Administrative, technical, or material support: Hupperts, Slee, Lechner-Scott, Pucci, Terzi, Van der Walt, Butzkueven, Kalincik.
Supervision: Jokubaitis, Izquierdo, Sola, Shaygannejad, Verheul, Granella, Spitaleri, Kalincik.
Conflict of Interest Disclosures: Dr Jokubaitis received conference travel support from Teva Pharmaceutical Industries, Novartis, and Biogen and speaker honoraria from Biogen and Novartis. Dr Lugaresi is an advisory board member at Bayer, Biogen, Genzyme, and Merck & Co; received travel grants and honoraria from Bayer, Biogen, Merck & Co, Novartis, Sanofi, Teva Pharmaceutical Industries, and Fondazione Italiana Sclerosi Multipla; and her institution received research grants from Bayer, Biogen, Merck & Co, Novartis, Sanofi, Teva Pharmaceutical Industries, and Fondazione Italiana Sclerosi Multipla. Dr Hupperts received honoraria as a consultant on scientific advisory boards from Merck & Co, Biogen, Sanofi Genzyme, and Teva Pharmaceutical Industries; research funding from Merck & Co and Biogen; and speaker honoraria from Sanofi Genzyme and Novartis. Dr Izquierdo received speaking honoraria from Biogen, Novartis, Sanofi, Merck & Co, and Teva Pharmaceutical Industries. Dr Girard received consulting fees from Teva Pharmaceutical Industries–Canada Innovation, Biogen, Novartis, and Sanofi Genzyme; lecture payments from Teva Pharmaceutical Industries–Canada Innovation, Novartis, and EMD; and has received a research grant from Canadian Institutes of Health Research. Dr Duquette served on editorial boards and has been supported to attend meetings by EMD, Biogen, Novartis, Genzyme, and Teva Pharmaceutical Industries–Neuroscience; holds grants from the Canadian Institutes of Health Research and the Multiple Sclerosis Society of Canada; and has received funding for investigator-initiated trials from Biogen, Novartis, and Genzyme. Dr Grand’Maison received honoraria or research funding from Biogen, Genzyme, Novartis, Teva Pharmaceutical Industries–Neurosciences, Mitsubishi, and Ono Pharmaceutical Co, Ltd. Dr Grammond is an advisory board member for Merck & Co, Novartis, Teva Pharmaceutical Industries–Neuroscience, Biogen, and Genzyme; consultant for Merck & Co; received payments for lectures by Merck & Co, Teva Pharmaceutical Industries–Neuroscience, and Multiple Sclerosis Society of Canada; and received grants for travel from Teva Pharmaceutical Industries–Neuroscience and Novartis. Dr Sola served on scientific advisory boards for Biogen Idec and Teva Pharmaceutical Industries; has received funding for travel and speaker honoraria from Biogen Idec, Merck & Co, Teva Pharmaceutical Industries, Sanofi Genzyme, Novartis, and Bayer; and research grants for her institution from Bayer, Biogen, Merck & Co, Novartis, Sanofi, and Teva Pharmaceutical Industries. Dr Ferraro received travel grants and/or speaker honoraria from Merck & Co, Teva Pharmaceutical Industries, Novartis, Biogen, and Sanofi Genzyme. Dr Ramo-Tello received research funding, compensation for travel, or speaker honoraria from Biogen, Novartis, Genzyme, and Almirall. Dr Trojano received speaker honoraria from Biogen-Idec, Bayer-Schering, Sanofi-Aventis, Merck & Co, Teva Pharmaceutical Industries, Novartis, and Almirall and has received research grants for her institution from Biogen-Idec, Merck & Co, and Novartis. Dr Slee has participated in, but not received honoraria for, advisory board activity for Biogen, Merck & Co, Bayer Schering, Sanofi-Aventis, and Novartis. Dr Boz received conference travel support from Biogen, Novartis, Bayer-Schering, Merck & Co, and Teva Pharmaceutical Industries and has participated in clinical trials by Sanofi-Aventis, Roche, and Novartis. Dr Lechner-Scott accepted travel compensation from Novartis, Biogen, and Merck & Co; her institution receives the honoraria for talks and advisory board commitment from Bayer HealthCare Pharmaceuticals LLC, Biogen, Sanofi Genzyme, Merck & Co, Novartis, and Teva Pharmaceutical Industries; and she has been involved in clinical trials with Biogen, Novartis, and Teva Pharmaceutical Industries. Dr Van Pesch received travel grants from Biogen, Bayer Schering, Genzyme, Merck & Co, Teva Pharmaceutical Industries, and Novartis, and his institution receives honoraria for consultancy and lectures from Biogen, Bayer Schering, Genzyme, Merck & Co, Roche, Teva Pharmaceutical Industries, and Novartis as well as research grants from Novartis and Bayer Schering. Dr Pucci served on scientific advisory boards for Merck & Co, Genzyme, and Biogen; has received honoraria and travel grants from Sanofi-Aventis, Novartis, Biogen, Merck & Co, Genzyme, and Teva Pharmaceutical Industries; and has received travel grants and equipment from Associazione Marchigiana Sclerosi Multipla e altre malattie neurologiche. Dr Verheul is an advisory board member for Teva Pharmaceutical Industries, Biogen, Merck & Co, and Novartis. Dr Terzi received travel grants from Merck & Co, Novartis, Bayer-Schering, and Teva Pharmaceutical Industries and has participated in clinical trials by Sanofi-Aventis, Roche, and Novartis. Dr Granella received research grants from Biogen; served on scientific advisory boards for Biogen, Novartis, Merck & Co, and Sanofi-Aventis; and received funding for travel and speaker honoraria from Biogen, Merck & Co, Sanofi-Aventis, and Almirall. Dr Spitaleri received honoraria as a consultant on scientific advisory boards by Bayer-Schering, Novartis, and Sanofi-Aventis and compensation for travel from Novartis, Biogen, Sanofi-Aventis, Teva Pharmaceutical Industries, and Merck & Co. Dr Alroughani received honoraria from Biologix Solutions LLC, Biogen, Bayer, Genpharm Services, Genzyme, Merck & Co, GlaxoSmithKline Pharmaceuticals Ltd, and Novartis, and served on advisory boards for Biologix Solutions LLC, Biogen, Bayer, Genpharm Services, Genzyme, Novartis, and Merck & Co. Dr van der Walt received travel support, speaker honoraria, and served on advisory boards for Biogen, Merck & Co, Genzyme, Novartis, and Teva Pharmaceutical Industries. Dr Butzkueven served on scientific advisory boards for Biogen, Novartis, and Sanofi-Aventis; has received conference travel support from Novartis, Biogen, and Sanofi-Aventis; serves on steering committees for trials conducted by Biogen and Novartis and has received research support from Merck & Co, Novartis, and Biogen. Dr Kalincik served on scientific advisory boards for Roche, Sanofi Genzyme, Novartis, Merck & Co, and Biogen; served on steering committees for Brain Atrophy Initiative by Genzyme; received conference travel support and/or speaker honoraria from WebMD Global, Novartis, Biogen, Sanofi Genzyme, Teva Pharmaceutical Industries, bioCSL Inc, and Merck & Co; and has received research support from Biogen. No other disclosures are reported.
Funding/Support: This study was financially supported by the National Health and Medical Research Council of Australia (grants 1083539 and 1129189, Practitioner Fellowships grants 1140766 and 1080518, and Centre for Research Excellence grants 1001216). The MSBase Foundation is a not-for-profit organization that receives support from Merck & Co, Biogen, Novartis, Bayer-Schering, Sanofi Genzyme, Roche, and Teva Pharmaceutical Industries. The study was conducted separately and apart from the guidance of the sponsors.
Role of the Funder/Sponsor: The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Group Information: The MSBase Study Group members are the following: University G. d’Annunzio, Chieti, Italy: Giovanna De Luca, MD, Valeria Di Tommaso, MD, Daniela Travaglini, MD, Erika Pietrolongo, MD, Maria di Ioia, MD, Deborah Farina, MD, Luca Mancinelli, MD; Azienda Ospedaliera Universitaria, Modena, Italy: Francesca Vitetta, MD, Anna Maria Simone, MD; Box Hill Hospital, Melbourne, Australia: Jodi Haartsen, RN; University of Melbourne, Melbourne, Australia: Tim Spelman, PhD, Mark Marriott, PhD, Trevor Kilpatrick, PhD, John King, MBBS, Katherine Buzzard, PhD, Ai-Lan Nguyen, MBBS, Chris Dwyer, MBBS, Mastura Monif, PhD, J. William L. Brown, MD, Amy Kunchok, MBBS; Azienda Sanitaria Unica Regionale Marche–AV3, Macerata, Italy: Matteo Diamanti, MD, Elisabetta Cartechini, MD; University of Parma, Parma, Italy: Erica Curti, MD, Elena Tsantes, MD; University Hospital Nijmegen, Nijmegen, the Netherlands: Cees Zwanikken, MD; Hospital São João, Porto, Portugal: Maria Edite Rio, MD; Craigavon Area Hospital, Craigavon, United Kingdom: Stella Hughes, MD; University of Florence, Florence, Italy: Maria Pia Amato, MD; Rehabilitation and MS-Centre Overpelt and Hasselt University, Hasselt, Belgium: Bart Van Wijmeersch, MD; Hospital de Galdakao-Usansolo, Bizkaia, Spain: Jose Luis Sanchez-Menoyo, MD; Hospital Universitario Virgen de Valme, Seville, Spain: Ricardo Fernandez Bolaños, MD; Golestan, Ahvaz, Iran: Seyed Aidin Sajedi, PhD; Ospedali Riuniti di Salerno, Salerno, Italy: Gerardo Iuliano, MD; Francicus Ziekenhuis, Roosendaal, the Netherlands: Leontien Den Braber-Moerland, MD; CSSS Saint-Jérôme, Saint-Jérôme, Canada: Julie Prevost, MD; Hospital General Universitario de Alicante, Alicante, Spain: Angel Perez Sempere, MD; Razi Hospital, Manouba, Tunisia: Youssef Sidhom, MD; Monash Medical Centre, Melbourne, Australia: Ernest Butler, MBBS; Westmead Hospital, Sydney, Australia: Steve Vucic, PhD; Royal Hobart Hospital, Hobart, Australia: Bruce Taylor, PhD; CIREN, Havana, Cuba: Jose Antonio Cabrera-Gomez, MD; Hospital Clinico San Carlos, Madrid, Spain: Celia Oreja-Guevara, MD; C. Mondino National Neurological Institute, Pavia, Italy: Roberto Bergamaschi, PhD; Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey: Recai Turkoglu, MD; Hospital Universitario Donostia, San Sebastián, Spain: Javier Olascoaga, MD; Hospital Italiano, Buenos Aires, Argentina: Edgardo Cristiano, Juan Ingacio Rojas, MD; Liverpool Hospital, Liverpool, Australia: Suzanne Hodgkinson, PhD; The Alfred, Melbourne, Australia: Olga Skibina, MD; King Fahad Specialist Hospital-Dammam, Khobar, Saudi Arabia: Talal Al-Harbi, MD; Istanbul University Cerrahpasa School of Medicine, Istanbul, Turkey: Ayse Altintas, MD; University of Queensland, Queensland, Australia: Pamela McCombe, PhD; Medical Center Leeuwarden, Leeuwarden, the Netherlands: L.G.F. Sinnige, MD; Dokuz Eylul University, İzmir, Turkey: Serkan Ozakbas, MD; Institute of Neuroscience Buenos Aires, Buenos Aires, Argentina: Maria Laura Saladino, MD; Instituto de Neurociencias Cordoba, Cordoba, Argentina: Elizabeth Alejandra Bacile, MD; Sanatorio Allende, Cordoba, Argentina: Carlos Vrech, MD; Geelong Hospital, Geelong, Australia: Cameron Shaw, MD; Charles University in Prague and General University Hospital, Prague, Czech Republic: Eva Havrdova, PhD, Dana Horakova, PhD; Hospital Fernandez, Capital Federal, Argentina: Norma Deri, MD; Jewish General Hospital, Montreal, Canada: Fraser Moore, MD; Nemocnice Jihlava, Jihlava, Czech Republic: Radek Ampapa, MD; American University of Beirut Medical Center, Beirut, Lebanon: Bassem Yamout, MD; Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul, Turkey: Aysun Soysal, MD; New York University Langone Medical Center, New York: Ilya Kister, PhD; Townsville Hospital, Townsville, Australia: Mike Boggild, PhD; Concord Repatriation General Hospital, Sydney, Australia: Todd Hardy, PhD; Kommunehospitalet, Aarhus C, Denmark: Thor Petersen, MD; Royal Victoria Hospital, Edinburgh, United Kingdom: Gavin McDonnell, MD; South East Trust, Belfast, United Kingdom: Orla Gray, MD; Semmelweis University Budapest, Budapest, Hungary: Magdolna Simo, MD; St Vincent’s University Hospital, Dublin, Ireland: Michael Hutchinson, MD; Assaf Harofeh Medical Cente, Be’er Yaakov, Israel: Shlomo Flechter, MD; Mater Dei Hospital, Balzan, Malta: Norbert Vella, MD; University of Western Australia, Perth, Australia: Allan Kermode, PhD, Marzena Fabis-Pedrini, MSc; Austin Health, Melbourne, Australia: Richard Macdonell, PhD; Universitary Hospital Ghent, Ghent, Belgium: Guy Laureys, MD; MS Clinic, Hopital Tenon, Paris, France: Etienne Roullet, MD; University of Debrecen, Debrecen, Hungary: Tunde Csepany, MD; Bombay Hospital Institute of Medical Sciences, Mumbai, India: Bhim Singhal, MD; PGIMER, Chandigarh, India: Dheeraj Khurana, MD; Hospital Kuala Lumpur, Kuala Lumpur, Malaysia: Joyce Pauline Joseph, MD; Royal Hospital, Muscat, Oman: Jabir Alkhaboori, MD; Central Military Emergency University Hospital, Bucharest, Romania: Carmen-Adella Sirbu, MD (data acquisition); and MSBase Administrations: Charlotte Sartori, Sabah Quddus, and Eloise Hinson (administrative and technical support).
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