Literature DB >> 28607702

Multiple sclerosis in Latin America: A different disease course severity? A collaborative study from the MSBase Registry.

Juan Ignacio Rojas1, Liliana Patrucco1, Maria Trojano2, Alessandra Lugaresi3, Guillermo Izquierdo4, Helmut Butzkueven, Vilija Jokubaitis5, Pierre Duquette, Marc Girard6, Francois Grand'Maison7, Pierre Grammond8, Celia Oreja-Guevara9, Raymond Hupperts10, Cavit Boz11, Thor Petersen12, Roberto Bergamaschi13, Giorgio Giuliani14, Jeannette Lechner-Scott15, Michael Barnett16, Maria Edite Rio17, Vincent Van Pesch18, Maria Pia Amato19, Gerardo Iuliano20, Marcela Fiol21, Mark Slee22, Freek Verheul23, Ricardo Fernandez-Bolanos24, Dieter Poehlau25, Maria Laura Saladino26, Leontien Den Braber-Moerland27, Norma Deri28, Walter Oleschko-Arruda29, Jose Antonio Cabrera-Gomez30, Mark Paine31, Norbert Vella32, Ilya Kister33, Eli Skromne34, Aldo Savino35, Cameron Shaw36, Fraser Moore37, Steve Vucic38, Tatjana Petkovska-Boskova39, Elizabeth Alejandra Bacile Bacile40, Vetere Santiago41, Edgardo Cristiano1.   

Abstract

Limited data suggest that multiple sclerosis (MS) in Latin America (LA) could be less severe than in the rest of the world. The objective was to compare the course of MS between LA and other regions.
METHODS: Centers from 18 countries with >20 cases enrolled in the MSBase Registry participated. Patients with MS with a disease duration of >1 year and <30 years at time of EDSS measurement were evaluated. The MS Severity Score (MSSS) was used as a measure of disease progression. Comparisons among regions (North America, Europe, Australia and LA), hemispheres and countries were performed.
RESULTS: A total of 9610 patients were included. Patients were from: Europe, 6290 (65.6%); North America, 1609 (16.7%); Australia, 1119 (11.6%); and LA, 592 (6.1%). The mean MSSS in patients from LA was 4.47 ± 2.8, 4.53 ± 2.8 in North America, 4.51 ± 2.8 in Europe and 4.49 ± 2.7 in Australia. Mean MSSS in the northern hemisphere was 4.51 ± 1.6 compared to 4.48 ± 1.9 in the southern hemisphere. No differences were found for MSSS among hemispheres (p = 0.68), regions (p = 0.96) or countries (p = 0.50).
CONCLUSIONS: Our analyses did not discover any difference in mean MSSS among patients from different regions, hemispheres or countries.

Entities:  

Keywords:  MSSS; Multiple sclerosis; South America; disease progression

Year:  2015        PMID: 28607702      PMCID: PMC5408755          DOI: 10.1177/2055217315600193

Source DB:  PubMed          Journal:  Mult Scler J Exp Transl Clin        ISSN: 2055-2173


Introduction

Multiple sclerosis (MS) is an inflammatory and degenerative demyelinating disease of the central nervous system (CNS).[1,2] It represents the most common inflammatory condition of the CNS and is the second cause of disability among young adults and middle-aged people in industrialized countries.[3,4] Many population-based studies have identified geographical differences in incidence, prevalence and disease prognosis between regions that could be conditioned by environmental, genetic and ethnic factors.[3,5,6] In Latin America (LA), there is strong evidence that the frequency of MS is lower than in Europe and North America.[6,7] In terms of disease progression, limited evidence suggests that MS patients in LA may have a more benign course in comparison with European and North American patients.[8] However, there are not enough studies from different areas of LA to allow comparisons between the disease progression among regions.[6,7] Given these suggestive but unconfirmed results, we sought to compare MS course between LA and other regions of the world, using the Multiple Sclerosis Severity Score (MSSS) scale and data derived from the MSBase Registry.

Methods

The MSBase Registry is a strictly observational clinic-based database established in July 2004 for sharing, tracking and evaluating outcome data in MS.[9] Investigators aim to include either all patients or all newly diagnosed patients in the database. Data are collected in each participating center by a standardized database management system (iMed),[10] and anonymized datasets are then periodically uploaded to the MSBase server.[10] The objectives, methods and operational details of the MSBase project have previously been described by Butzkueven et al. (2006).[9] Global MSSS, which is derived from the analysis of Expanded Disability Status Scale (EDSS) distributions of nearly 10,000 untreated patients enrolled in 17 European MS centers, represents a median decile rank of each EDSS grade in a population of patients with similar disease durations.[9] The MSSS is an indicator of the relative rate of disability progression, rather than of disability per se, and is therefore a more suitable measure for comparing disease progression in different MS populations than EDSS.[9] The MSSS may be used to compare disease progression in a local MS patient population against the untreated European MS population from which the original Global MSSS Table has been derived, or to compare subpopulations of interest within a local population.[11] MSSS scores were assigned unambiguously to any patient with EDSS from 0 to 9.5 and disease duration of 1–30 years, by referencing the MSSS Table in Roxburgh et al. (2005).[11] The table in Roxburgh et al. provides an algorithm used to derive the Global MSSS ensuring that, for any given year, scores increase with higher values for EDSS. For example, an individual with symptoms for 10 years and an EDSS score of 4 has a Global MSSS score of 5.28. Another patient with symptoms for 20 years and the same EDSS score would have a Global MSSS score of 2.99. A program is available for download from http://www-gene.cimr.cam.ac.uk/MSgenetics/GAMES/MSSS that calculates Global and Local MSSS values.[11] Data extracted from MSBase in March 2011 comprised longitudinal clinical data of 15,670 patients from 55 MS centers in 18 countries. All individuals fulfilling MS Poser or McDonald criteria with a disease duration of >1 year and <30 years at the time of EDSS measurement were evaluated. In patients not suffering a relapse in the previous three months, the most recent EDSS was used to calculate the MSSS. To ensure the quality of analyzed data, only information from centers with at least 20 active records was used, as stipulated in the study protocol. The MSSS was used as a measure of disease progression. Comparisons among regions (North America, Europe, Australia and LA), between hemispheres and between countries were performed using the MSSS in univariate and multivariate analyses (linear regression analysis) accounting for age, clinical course, latitude and specific treatment used for MS and duration (beta interferon, glatiramer acetate, fingolimod and natalizumab). Origin of patients included was determined by country of birth. Latitude was stratified for the analysis in three large groups of countries: those belonging to the northern (N) area (83 degrees N and 45 degrees N), intermediate area (45 degrees N to 35 degrees N) and southern (S) area (12 degrees S and 55 degrees S). The Stata software package, version 10 was used.[12] All p values were two tailed; p < 0.05 was considered significant.

Ethics statement

The MSBase Registry was approved by the Melbourne Health Human Research Ethics Committee and by local ethics committees in all participating centers (exemptions being granted according to applicable local laws and regulations). If required, written informed consent was obtained from enrolled patients.[9]

Results

A total of 9610 patients from a total of 15,670 fulfilled the inclusion criteria. Almost 94% had relapsing–remitting MS, 2.2% primary progressive MS, and 3.8% a secondary progressive form of MS. The distribution of patients from each country is displayed in Table 1.
Table 1.

List of countries divided into three latitude areas.

CountryN%% RRMS% under DMD
Northern (83 degrees N to 45 degrees N)
 Belgium660.79893
 Canada156116.29590
 Denmark28639392
 Germany1531.69093
 Netherlands148015.48988
 United States of America480.59593
Intermediate (45 degrees N to 35 degrees N)
 Cuba220,210089
 France250.394.492
 Italy254126.59390
 Mexico670.79489
 Portugal1561.68891
 Spain128013.39593
 Turkey3033.28989
Southern (12 degrees S and 55 degrees S)
 Argentina5035,29390
 Australia111911.69493
 Total 9610 100 94.3 91

N: North; RRMS: relapsing–remitting multiple sclerosis; DMD: disease-modifying drug; S: South.

List of countries divided into three latitude areas. N: North; RRMS: relapsing–remitting multiple sclerosis; DMD: disease-modifying drug; S: South. The mean MSSS of the study cohort was 4.5 ± 2.8. There were 6290 patients from Europe (65.6%), 1609 from North America (16.7%), 1119 from Australia (11.6%) and 592 (6.1%) from LA (Tables 2 and 3). The mean MSSS in patients from LA was 4.47 ± 2.8, 4.53 ± 2.8 in North America, 4.51 ± 2.8 in Europe and 4.49 ± 2.7 in Australia. The mean MSSS in the northern hemisphere was 4.51 ± 1.6 compared to 4.48 ± 1.9 in the southern hemisphere (Table 4). No differences were found between the MSSS among hemispheres (p = 0.68), regions (p = 0.96) or between countries (p = 0.50) when analyses were adjusted in multivariate analysis by MS disease course, latitude, specific treatment for MS and by age (Table 4).
Table 2.

Distribution of patients by region.

Region N %
Latin America5926.1
North America160916.7
Europe629065.6
Australia111911.6
Total9610100
Table 3.

Distribution of patients by hemisphere.

Hemisphere N %
Northern hemisphere789982.2
Southern hemisphere171117.8
Total9610100
Table 4.

MSSS comparisons among hemispheres and regions.

Northern hemisphereSouthern hemisphere p
MSSS (mean ± SD) 4.51 ± 1.6 4.48 ± 1.90.68
Latin AmericaNorth AmericaEuropeAustralia p
MSSS (mean ± SD)4.47 ± 2.84.53 ± 2.84.51 ± 2.84.49 ± 2.70.96

MSSS: Multiple Sclerosis Severity Score.

Distribution of patients by region. Distribution of patients by hemisphere. MSSS comparisons among hemispheres and regions. MSSS: Multiple Sclerosis Severity Score.

Discussion

This is the first study that compares the disease progression among regions with a confirmed difference in MS frequency. The analyses of disease progression did not identify any differences in MSSS among patients from different regions, hemispheres or countries. This analysis was facilitated by the availability of a large international database with shared demographic and clinical information collection that allows an increase in the external validation of results.[9] A previous study of the New York State Multiple Sclerosis Consortium Database (NYSMSC) used the MSSS to compare disease progression between African American and white American MS populations in New York. It found that African Americans have a more rapidly disabling disease progression when compared with white American patients, even after adjusting for age, sex, disease duration, subtype and other variables.[13] Although we used a similar methodology to compare populations, the objective was in this case different, our study being the first of its kind to analyze differences in disease progression by region. A possible limitation of our study is the tool used to analyze disease progression (MSSS). There is an inherent uncertainty in dating disease onset in MS, which often has a prolonged subclinical phase,[13] as well as reliance on the self-reporting of patients for the estimate of disease duration. The previous could be viewed as a weakness of the MSSS.[11] The example provided in the Methods section clarified how this uncertainty could create a limitation of the tool used. Another suggested limitation of the MSSS is that since this tool is based in part on the EDSS, it may not provide any clear advantage over the EDSS in practical application.[13] However, the MSSS incorporates two factors that are not taken into account by raw EDSS scores: duration of disease and the expected change in the EDSS over time. For that reason the MSSS should be considered as a measure of the relative rate of disability accumulation in MS, rather than of disability per se, hence providing complementary information to EDSS regarding patient disease severity.[13] In both this and previous studies that have used this methodology the MSSS has been a useful tool in the comparison of disease progression among populations as there is no a priori reason to assume that subclinical phase or recall bias preferentially affects one group more than another. For this reason typical applications of the MSSS were suggested for use in various epidemiologic studies that correlate disease progression among populations with different family members with MS and in studies of genetic association where disease progression is compared between groups with different alleles at a particular locus.[13] It is also important to remember the difference in the amount of patients included per country; however, in this study clinical variables were adjusted for, in order to avoid the possibility of bias. Finally, another bias to consider is that the ascertainment bias given by the kind of patients included could not represent the cases originated in the population. However, all cases followed by study centers were included. This study was designed to analyze the hypothesis of a milder disease progression in regions with less-frequent MS cases in comparison with regions with more prevalent MS cases by using the MSSS. We found no differences between hemispheres or regions in the disease progression of MS patients analyzed by using the MSSS scale to perform the comparisons required. This study represents a first step in understanding why LA MS patients have a different risk of developing MS but a similar disease progression in comparison with European and North American patients. Future studies will help to elucidate our initial findings.

Funding

The author(s) received no financial support for the research, authorship, and/or publication of this article. The author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: Maria Trojano received speaking honoraria from Biogen Idec, Bayer-Schering, Sanofi Aventis, Merck-Serono, Teva and Novartis; has received research grants from Biogen Idec, Merck Serono, and Novartis. Alessandra Lugaresi is a Bayer Schering, Biogen Idec, Genzyme and Merck Serono Advisory Board Member. She has received travel grants and honoraria from Bayer Schering, Biogen Idec, Merck Serono, Novartis, Sanofi and Teva; research grants from Bayer Schering, Biogen Idec, Merck Serono, Novartis, Sanofi and Teva; and travel and research grants from the Associazione Italiana Sclerosi Multipla. Guillermo Izquierdo has received speaking honoraria from Biogen Idec, Novartis, Sanofi, Merck Serono and Teva. Helmut Butzkueven has served on scientific advisory boards for Biogen Idec and Novartis and has received conference travel support from Novartis, Biogen Idec and Genzyme. He serves on steering committees for trials conducted by Biogen Idec and Novartis, and his institutions have received research support from Genzyme, Merck Serono, Novartis and Biogen Idec. Vilija Jokubaitis has received conference travel support from Novartis. Pierre Duquette has nothing to declare. Marc Girard has received consulting fees from Teva Canada Innovation, Biogen Idec, Novartis and Genzyme Sanofi; and lecture payments from Teva Canada Innovation, Novartis and EMD Serono. Dr Girard has also received a research grant from Canadian Institutes of Health Research. Francois Grand’Maison has received honoraria or research funding from Biogen Idec, Genzyme, Novartis, Teva Neurosciences, Mitsubishi and ONO pharmaceuticals. Celia Oreja-Guevara has received honoraria as consultant on scientific advisory boards from Biogen Idec, Bayer-Schering, Merck Serono, Teva and Novartis; and has participated in clinical trials/other research projects by Biogen Idec, GSK, Teva and Novartis. Raymond Hupperts has received honoraria as consultant on scientific advisory boards from Merck Serono, Biogen Idec, Genzyme-Sanofi and Teva, research funding from Merck-Serono and Biogen-Idec, and speaker honoraria from Sanofi-Genzyme and Novartis. Cavit Boz has received conference travel support from Biogen Idec, Novartis, Bayer-Schering, Merck-Serono and Teva; and has participated in clinical trials by Sanofi Aventis, Roche and Novartis. Thor Petersen has received funding or speaker honoraria from Biogen Idec, Merck Serono, Novartis, Bayer Schering, Sanofi-Aventis, Roche and Genzyme. Roberto Bergamaschi has received speaker honoraria from Bayer Schering, Biogen Idec, Genzyme, Merck Serono, Novartis, Sanofi-Aventis, Teva; research grants from Bayer Schering, Biogen Idec, Merck Serono, Novartis, Sanofi-Aventis, Teva; and congress and travel/accommodation expense compensations by Almirall, Bayer Schering, Biogen Idec, Genzyme, Merck Serono, Novartis, Sanofi-Aventis, Teva. Eugenio Pucci has served on scientific advisory boards for Genzyme and Biogen Idec; he has received honoraria and travel grants from Sanofi Aventis, UCB, Lundbeck, Novartis, Bayer Schering, Biogen Idec, Merck Serono, Genzyme and Teva; and he has received travel grants from Associazione Marchigiana Sclerosi Multipla e altre malattie neurologiche. Jeannette Lechner-Scott has accepted travel compensation from Novartis, Biogen and Merck Serono. Her institution receives honoraria for talks and advisory board commitment and also clinic support from Bayer Health Care, Biogen Idec, Teva, Genzyme Sanofi, Merck Serono and Novartis. Michael Barnett has served on scientific advisory boards for Biogen Idec, Novartis and Genzyme and has received conference travel support from Biogen Idec and Novartis. He serves on steering committees for trials conducted by Novartis. His institution has received research support from Biogen Idec, Merck-Serono and Novartis. Vincent Van Pesch has served on advisory boards for Biogen Idec, Novartis Pharma and Sanofi-Genzyme; he has received travel grants and consultancy fees from Biogen Idec, Bayer Schering, Sanofi Aventis, Merck Serono, Sanofi-Genzyme and Novartis Pharma; and he has received research grants from Bayer Schering. Maria Pia Amato has received honoraria as consultant on scientific advisory boards by Biogen Idec, Bayer-Schering, Merck Serono, Teva and Sanofi-Aventis; and has received research grants by Biogen Idec, Bayer-Schering, Merck Serono, Teva and Novartis. Gerardo Iuliano has had travel/accommodations/meeting expenses funded by Bayer Schering, Biogen Idec, Merck Serono, Novartis, Sanofi Aventis and Teva. Marcela Fiol has received honoraria and/or travel and accommodations by Merck Serono, Novartis, Biogen, Bayer, Genzyme and Teva. Mark Slee has nothing to declare. Freek Verheul is an advisory board member for Teva, Biogen, Merck Serono and Novartis. Ricardo Fernandez-Bolanos has received speaking honoraria from Biogen-Idec, Novartis, Merck Serono and Teva. Dieter Poehlau has received speaking honoraria from Biogen Idec, Novartis, Merck Serono, Almirall, Teva, Sanofi Aventis, and research funding from Biogen Idec and Novartis. Maria Laura Saladino has nothing to declare. Norma Deri has received funding from Bayer, Merck Serono, Biogen Idec, Genzyme and Novartis. Walter Oleschko- Arruda has nothing to declare. Jose Antonio Cabrera-Gomez has nothing to declare. Ilya Kister has served on scientific advisory board for Biogen Idec and received research support from the Guthy-Jackson Charitable Foundation, National Multiple Sclerosis Society, Biogen-Idec, Serono and Novartis. Cameron Shaw has received travel assistance from Biogen Idec and Novartis. Fraser Moore has participated in clinical trials sponsored by EMD Serono and Novartis. Steve Vucic has nothing to declare. Tatjana Petkovska-Boskova has nothing to declare. Vetere Santiago has nothing to declare. Liliana Patrucco has received honoraria as consultant on scientific advisory boards from Biogen Idec, Bayer-Schering, Merck-Serono, Genzyme and Novartis; and has participated in clinical trials/other research projects by Merck-Serono, Roche and Novartis. Juan Ignacio Rojas has received honoraria as consultant on scientific advisory boards from Genzyme and Novartis. Edgardo Cristiano has received honoraria as consultant on scientific advisory boards from Biogen Idec, Bayer-Schering, Merck Serono, Genzyme and Novartis; and has participated in clinical trials/other research projects by Merck Serono, Roche and Novartis.
  10 in total

Review 1.  Multiple sclerosis.

Authors:  J H Noseworthy; C Lucchinetti; M Rodriguez; B G Weinshenker
Journal:  N Engl J Med       Date:  2000-09-28       Impact factor: 91.245

Review 2.  The worldwide prevalence of multiple sclerosis.

Authors:  Maura Pugliatti; Stefano Sotgiu; Giulio Rosati
Journal:  Clin Neurol Neurosurg       Date:  2002-07       Impact factor: 1.876

3.  Rapid disease course in African Americans with multiple sclerosis.

Authors:  I Kister; E Chamot; J H Bacon; P M Niewczyk; R A De Guzman; B Apatoff; P Coyle; A D Goodman; M Gottesman; C Granger; B Jubelt; L Krupp; M Lenihan; F Lublin; C Mihai; A Miller; F E Munschauer; A B Perel; B E Teter; B Weinstock-Guttman; R Zivadinov; J Herbert
Journal:  Neurology       Date:  2010-07-20       Impact factor: 9.910

4.  Cost of multiple sclerosis in Europe.

Authors:  G Kobelt; M Pugliatti
Journal:  Eur J Neurol       Date:  2005-06       Impact factor: 6.089

Review 5.  A systematic review of the epidemiology of multiple sclerosis in South America.

Authors:  E Cristiano; L Patrucco; J I Rojas
Journal:  Eur J Neurol       Date:  2008-12       Impact factor: 6.089

Review 6.  The epidemiology of multiple sclerosis in Latin America and the Caribbean: a systematic review.

Authors:  E Cristiano; Ji Rojas; M Romano; N Frider; G Machnicki; Dh Giunta; D Calegaro; T Corona; J Flores; F Gracia; M Macias-Islas; J Correale
Journal:  Mult Scler       Date:  2012-10-08       Impact factor: 6.312

7.  Multiple Sclerosis Severity Score: using disability and disease duration to rate disease severity.

Authors:  R H S R Roxburgh; S R Seaman; T Masterman; A E Hensiek; S J Sawcer; S Vukusic; I Achiti; C Confavreux; M Coustans; E le Page; G Edan; G V McDonnell; S Hawkins; M Trojano; M Liguori; E Cocco; M G Marrosu; F Tesser; M A Leone; A Weber; F Zipp; B Miterski; J T Epplen; A Oturai; P Soelberg Sørensen; E G Celius; N Téllez Lara; X Montalban; P Villoslada; A M Silva; M Marta; I Leite; B Dubois; J Rubio; H Butzkueven; T Kilpatrick; M P Mycko; K W Selmaj; M E Rio; M Sá; G Salemi; G Savettieri; J Hillert; D A S Compston
Journal:  Neurology       Date:  2005-04-12       Impact factor: 9.910

8.  MSBase: an international, online registry and platform for collaborative outcomes research in multiple sclerosis.

Authors:  H Butzkueven; J Chapman; E Cristiano; F Grand'Maison; M Hoffmann; G Izquierdo; D Jolley; L Kappos; T Leist; D Pöhlau; V Rivera; M Trojano; F Verheul; J P Malkowski
Journal:  Mult Scler       Date:  2006-12       Impact factor: 6.312

9.  Epidemiology of multiple sclerosis in US veterans: VII. Risk factors for MS.

Authors:  J F Kurtzke; W F Page
Journal:  Neurology       Date:  1997-01       Impact factor: 9.910

10.  Geographical variations in sex ratio trends over time in multiple sclerosis.

Authors:  Maria Trojano; Guglielmo Lucchese; Giusi Graziano; Bruce V Taylor; Steve Simpson; Vito Lepore; Francois Grand'maison; Pierre Duquette; Guillermo Izquierdo; Pierre Grammond; Maria Pia Amato; Roberto Bergamaschi; Giorgio Giuliani; Cavit Boz; Raymond Hupperts; Vincent Van Pesch; Jeannette Lechner-Scott; Edgardo Cristiano; Marcela Fiol; Celia Oreja-Guevara; Maria Laura Saladino; Freek Verheul; Mark Slee; Damiano Paolicelli; Carla Tortorella; Mariangela D'Onghia; Pietro Iaffaldano; Vita Direnzo; Helmut Butzkueven
Journal:  PLoS One       Date:  2012-10-25       Impact factor: 3.240

  10 in total
  4 in total

1.  Multiple sclerosis and neuromyelitis optica spectrum disorders in Argentina: comparing baseline data from the Argentinean MS Registry (RelevarEM).

Authors:  Juan Ignacio Rojas; Marina Alonso Serena; Orlando Garcea; Liliana Patrucco; Adriana Carrá; Jorge Correale; Carlos Vrech; Agustín Pappolla; Jimena Miguez; María L Doldan; Facundo Silveira; Ricardo Alonso; Leila Cohen; Cecilia Pita; Berenice A Silva; Marcela Fiol; María I Gaitán; Mariano Marrodan; Laura Negrotto; María C Ysrraelit; Norma Deri; Geraldine Luetic; Alejandro Caride; Edgar Carnero Contentti; Pablo A Lopez; Juan Pablo Pettinicchi; Celeste Curbelo; Alejandra D Martinez; Judith D Steinberg; María E Balbuena; Verónica Tkachuk; Marcos Burgos; Eduardo Knorre; Felisa Leguizamon; Raúl Piedrabuena; Susana Del V Liwacki; Andrés G Barboza; Pedro Nofal; Gabriel Volman; Amelia Alvez Pinheiro; Javier Hryb; Dario Tavolini; Patricio A Blaya; Emanuel Silva; Jorge Blanche; Santiago Tizio; Fernando Caceres; María Laura Saladino; Gisela Zanga; María E Fracaro; Gustavo Sgrilli; Fátima Pagani Cassara; Guido Vazquez; Vladimiro Sinay; María Laura Menichini; Luciana Lazaro; Lorena M Cabrera; Santiago Bestoso; Pablo Divi; Miguel Jacobo; Eduardo Kohler; Matías Kohler; Diego Giunta; Carolina Mainella; Ruben Manzi; Marcela Parada Marcilla; Juan Pablo Viglione; Ivan Martos; Edgardo Reich; Gustavo Jose; Edgardo Cristiano; Nora Fernández Liguori
Journal:  Neurol Sci       Date:  2020-01-20       Impact factor: 3.307

Review 2.  Management of multiple sclerosis patients in central European countries: current needs and potential solutions.

Authors:  Thomas Berger; Monika Adamczyk-Sowa; Tünde Csépány; Franz Fazekas; Tanja Hojs Fabjan; Dana Horáková; Zsolt Illes; Eleonóra Klimová; Fritz Leutmezer; Konrad Rejdak; Csilla Rozsa; Saša Šega Jazbec; Jarmila Szilasiová; Peter Turčáni; Marta Vachová; László Vécsei; Eva Havrdová
Journal:  Ther Adv Neurol Disord       Date:  2018-02-22       Impact factor: 6.570

3.  EMR-integrated minimal core dataset for routine health care and multiple research settings: A case study for neuroinflammatory demyelinating diseases.

Authors:  Sophia von Martial; Tobias J Brix; Luisa Klotz; Philipp Neuhaus; Klaus Berger; Clemens Warnke; Sven G Meuth; Heinz Wiendl; Martin Dugas
Journal:  PLoS One       Date:  2019-10-15       Impact factor: 3.240

Review 4.  Application of the McDonald criteria in Latin America.

Authors:  Liliana Patrucco
Journal:  Mult Scler J Exp Transl Clin       Date:  2017-09-25
  4 in total

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