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Published in: Neurological Sciences 9/2022

Open Access 07-06-2022 | Multiple Sclerosis | Original Article

Do patients’ and referral centers’ characteristics influence multiple sclerosis phenotypes? Results from the Italian multiple sclerosis and related disorders register

Authors: Roberto Bergamaschi, Ettore Beghi, Cristina Bosetti, Michela Ponzio, Claudia Santucci, Vito Lepore, Paola Mosconi, U. Aguglia, M. P. Amato, A. L. Ancona, B. Ardito, C. Avolio, R. Balgera, P. Banfi, V. Barcella, P. Barone, P. Bellantonio, A. Berardinelli, R. Bergamaschi, P. Bertora, M. Bianchi, P. Bramanti, V. Brescia Morra, G. Brichetto, A. M. Brioschi, M. Buccafusca, S. Bucello, V. Busillo, B. Calchetti, R. Cantello, M. Capobianco, F. Capone, L. Capone, D. Cargnelutti, M. Carrozzi, E. Cartechini, G. Cavaletti, P. Cavalla, M. G. Celani, R. Clerici, M. Clerico, E. Cocco, P. Confalonieri, M. G. Coniglio, A. Conte, F. Corea, S. Cottone, P. Crociani, F. D’Andrea, M. C. Danni, G. De Luca, D. de Pascalis, M. De Riz, F. De Robertis, G. De Rosa, N. De Stefano, M. Della Corte, A. Di Sapio, R. Docimo, M. Falcini, N. Falcone, S. Fermi, E. Ferraro, M. T. Ferrò, M. Fortunato, M. Foschi, A. Gajofatto, A. Gallo, P. Gallo, M. Gatto, P. Gazzola, A. Giordano, F. Granella, M. F. Grasso, M. G. Grasso, L. M. E. Grimaldi, P. Iaffaldano, D. Imperiale, M. Inglese, R. Iodice, S. Leva, V. Luezzi, A. Lugaresi, G. Lus, D. Maimone, L. Mancinelli, G. T. Maniscalco, G. A. Marfia, B. Marini, A. Marson, N. Mascoli, L. Massacesi, F. Melani, M. Merello, G. Meucci, M. Mirabella, S. Montepietra, D. Nasuelli, P. Nicolao, F. Passantino, F. Patti, M. Peresson, I. Pesci, C. Piantadosi, M. L. Piras, M. Pizzorno, K. Plewnia, C. Pozzilli, A. Protti, R. Quatrale, S. Realmuto, G. Ribizzi, S. Rinalduzzi, A. Rini, S. Romano, M. Romeo, M. Ronzoni, P. Rossi, M. Rovaris, G. Salemi, G. Santangelo, M. Santangelo, G. Santuccio, P. Sarchielli, L. Sinisi, P. Sola, C. Solaro, D. Spitaleri, S. Strumia, T. Tassinari, S. Tonietti, C. Tortorella, R. Totaro, A. Tozzo, G. Trivelli, M. Ulivelli, P. Valentino, S. Venturi, M. Vianello, M. Zaffaroni, R. Zarbo, Maria Trojano, Mario Alberto Battaglia, Marco Capobianco, Maura Pugliatti, Monica Ulivelli, Paola Mosconi, Claudio Gasperini, Francesco Patti, Maria Pia Amato, Roberto Bergamaschi, Giancarlo Comi, on behalf of the Italian Multiple Sclerosis and Related Disorders Register Centers Group and the Scientific Committee of Italian SM and Related Disorders Register

Published in: Neurological Sciences | Issue 9/2022

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Abstract

Background

Multiple sclerosis (MS) is characterized by phenotypical heterogeneity, partly resulting from demographic and environmental risk factors. Socio-economic factors and the characteristics of local MS facilities might also play a part.

Methods

This study included patients with a confirmed MS diagnosis enrolled in the Italian MS and Related Disorders Register in 2000–2021. Patients at first visit were classified as having a clinically isolated syndrome (CIS), relapsing–remitting (RR), primary progressive (PP), progressive-relapsing (PR), or secondary progressive MS (SP). Demographic and clinical characteristics were analyzed, with centers’ characteristics, geographic macro-areas, and Deprivation Index. We computed the odds ratios (OR) for CIS, PP/PR, and SP phenotypes, compared to the RR, using multivariate, multinomial, mixed effects logistic regression models.

Results

In all 35,243 patients from 106 centers were included. The OR of presenting more advanced MS phenotypes than the RR phenotype at first visit significantly diminished in relation to calendar period. Females were at a significantly lower risk of a PP/PR or SP phenotype. Older age was associated with CIS, PP/PR, and SP. The risk of a longer interval between disease onset and first visit was lower for the CIS phenotype, but higher for PP/PR and SP. The probability of SP at first visit was greater in the South of Italy.

Discussion

Differences in the phenotype of MS patients first seen in Italian centers can be only partly explained by differences in the centers’ characteristics. The demographic and socio-economic characteristics of MS patients seem to be the main determinants of the phenotypes at first referral.
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Literature
12.
go back to reference Trojano M, Pellegrini F, Paolicelli D, Fuiani A, Zimatore GB, Tortorella C, Simone IL, Patti F, Ghezzi A, Zipoli V, Rossi P, Pozzilli C, Salemi G, Lugaresi A, Bergamaschi R, Millefiorini E, Clerico M, Lus G, Vianello M, Avolio C, Cavalla P, Lepore V, Livrea P, Comi G, Amato MP Italian Multiple Sclerosis Database Network (MSDN) Group (2009) Real-life impact of early interferon beta therapy in relapsing multiple sclerosis. Ann Neurol. 66(4):513-20.https://doi.org/10.1002/ana.21757 Trojano M, Pellegrini F, Paolicelli D, Fuiani A, Zimatore GB, Tortorella C, Simone IL, Patti F, Ghezzi A, Zipoli V, Rossi P, Pozzilli C, Salemi G, Lugaresi A, Bergamaschi R, Millefiorini E, Clerico M, Lus G, Vianello M, Avolio C, Cavalla P, Lepore V, Livrea P, Comi G, Amato MP Italian Multiple Sclerosis Database Network (MSDN) Group (2009) Real-life impact of early interferon beta therapy in relapsing multiple sclerosis. Ann Neurol. 66(4):513-20.https://​doi.​org/​10.​1002/​ana.​21757
14.
go back to reference Caranci N, Biggeri A, Grisotto L, Pacelli B, Spadea T, Costa G (2010) L’indice di deprivazione italiano a livello di sezione di censimento: definizione, descrizione e associazione con la mortalità. Epidemiol Prev 34:167–176PubMed Caranci N, Biggeri A, Grisotto L, Pacelli B, Spadea T, Costa G (2010) L’indice di deprivazione italiano a livello di sezione di censimento: definizione, descrizione e associazione con la mortalità. Epidemiol Prev 34:167–176PubMed
16.
go back to reference Thompson AJ, Banwell BL, Barkhof F, Carroll WM, Coetzee T, Comi G, Correale J, Fazekas F, Filippi M, Freedman MS, Fujihara K, Galetta SL, Hartung HP, Kappos L, Lublin FD, Marrie RA, Miller AE, Miller DH, Montalban X, Mowry EM, Sorensen PS, Tintoré M, Traboulsee AL, Trojano M, Uitdehaag BMJ, Vukusic S, Waubant E, Weinshenker BG, Reingold SC, Cohen JA (2018) Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. The Lancet Neurology 17(2):162–173. https://doi.org/10.1016/S1474-4422(17)30470-2CrossRefPubMed Thompson AJ, Banwell BL, Barkhof F, Carroll WM, Coetzee T, Comi G, Correale J, Fazekas F, Filippi M, Freedman MS, Fujihara K, Galetta SL, Hartung HP, Kappos L, Lublin FD, Marrie RA, Miller AE, Miller DH, Montalban X, Mowry EM, Sorensen PS, Tintoré M, Traboulsee AL, Trojano M, Uitdehaag BMJ, Vukusic S, Waubant E, Weinshenker BG, Reingold SC, Cohen JA (2018) Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. The Lancet Neurology 17(2):162–173. https://​doi.​org/​10.​1016/​S1474-4422(17)30470-2CrossRefPubMed
22.
go back to reference Glaser A, Stahmann A, Meissner T, Flachenecker P, Horáková D, Zaratin P, Brichetto G, Pugliatti M, Rienhoff O, Vukusic S, de Giacomoni AC, Battaglia MA, Brola W, Butzkueven H, Casey R, Drulovic J, Eichstädt K, Hellwig K, Iaffaldano P, Ioannidou E, Kuhle J, Lycke K, Magyari M, Malbaša T, Middleton R, Myhr KM, Notas K, Orologas A, Otero-Romero S, Pekmezovic T, Sastre-Garriga J, Seeldrayers P, Soilu-Hänninen M, Stawiarz L, Trojano M, Ziemssen T, Hillert J, Thalheim C (2019) Multiple sclerosis registries in Europe - an updated mapping survey. Mult Scler Relat Disord 27:171–178. https://doi.org/10.1016/j.msard.2018.09.032CrossRefPubMed Glaser A, Stahmann A, Meissner T, Flachenecker P, Horáková D, Zaratin P, Brichetto G, Pugliatti M, Rienhoff O, Vukusic S, de Giacomoni AC, Battaglia MA, Brola W, Butzkueven H, Casey R, Drulovic J, Eichstädt K, Hellwig K, Iaffaldano P, Ioannidou E, Kuhle J, Lycke K, Magyari M, Malbaša T, Middleton R, Myhr KM, Notas K, Orologas A, Otero-Romero S, Pekmezovic T, Sastre-Garriga J, Seeldrayers P, Soilu-Hänninen M, Stawiarz L, Trojano M, Ziemssen T, Hillert J, Thalheim C (2019) Multiple sclerosis registries in Europe - an updated mapping survey. Mult Scler Relat Disord 27:171–178. https://​doi.​org/​10.​1016/​j.​msard.​2018.​09.​032CrossRefPubMed
Metadata
Title
Do patients’ and referral centers’ characteristics influence multiple sclerosis phenotypes? Results from the Italian multiple sclerosis and related disorders register
Authors
Roberto Bergamaschi
Ettore Beghi
Cristina Bosetti
Michela Ponzio
Claudia Santucci
Vito Lepore
Paola Mosconi
U. Aguglia
M. P. Amato
A. L. Ancona
B. Ardito
C. Avolio
R. Balgera
P. Banfi
V. Barcella
P. Barone
P. Bellantonio
A. Berardinelli
R. Bergamaschi
P. Bertora
M. Bianchi
P. Bramanti
V. Brescia Morra
G. Brichetto
A. M. Brioschi
M. Buccafusca
S. Bucello
V. Busillo
B. Calchetti
R. Cantello
M. Capobianco
F. Capone
L. Capone
D. Cargnelutti
M. Carrozzi
E. Cartechini
G. Cavaletti
P. Cavalla
M. G. Celani
R. Clerici
M. Clerico
E. Cocco
P. Confalonieri
M. G. Coniglio
A. Conte
F. Corea
S. Cottone
P. Crociani
F. D’Andrea
M. C. Danni
G. De Luca
D. de Pascalis
M. De Riz
F. De Robertis
G. De Rosa
N. De Stefano
M. Della Corte
A. Di Sapio
R. Docimo
M. Falcini
N. Falcone
S. Fermi
E. Ferraro
M. T. Ferrò
M. Fortunato
M. Foschi
A. Gajofatto
A. Gallo
P. Gallo
M. Gatto
P. Gazzola
A. Giordano
F. Granella
M. F. Grasso
M. G. Grasso
L. M. E. Grimaldi
P. Iaffaldano
D. Imperiale
M. Inglese
R. Iodice
S. Leva
V. Luezzi
A. Lugaresi
G. Lus
D. Maimone
L. Mancinelli
G. T. Maniscalco
G. A. Marfia
B. Marini
A. Marson
N. Mascoli
L. Massacesi
F. Melani
M. Merello
G. Meucci
M. Mirabella
S. Montepietra
D. Nasuelli
P. Nicolao
F. Passantino
F. Patti
M. Peresson
I. Pesci
C. Piantadosi
M. L. Piras
M. Pizzorno
K. Plewnia
C. Pozzilli
A. Protti
R. Quatrale
S. Realmuto
G. Ribizzi
S. Rinalduzzi
A. Rini
S. Romano
M. Romeo
M. Ronzoni
P. Rossi
M. Rovaris
G. Salemi
G. Santangelo
M. Santangelo
G. Santuccio
P. Sarchielli
L. Sinisi
P. Sola
C. Solaro
D. Spitaleri
S. Strumia
T. Tassinari
S. Tonietti
C. Tortorella
R. Totaro
A. Tozzo
G. Trivelli
M. Ulivelli
P. Valentino
S. Venturi
M. Vianello
M. Zaffaroni
R. Zarbo
Maria Trojano
Mario Alberto Battaglia
Marco Capobianco
Maura Pugliatti
Monica Ulivelli
Paola Mosconi
Claudio Gasperini
Francesco Patti
Maria Pia Amato
Roberto Bergamaschi
Giancarlo Comi
on behalf of the Italian Multiple Sclerosis and Related Disorders Register Centers Group and the Scientific Committee of Italian SM and Related Disorders Register
Publication date
07-06-2022
Publisher
Springer International Publishing
Published in
Neurological Sciences / Issue 9/2022
Print ISSN: 1590-1874
Electronic ISSN: 1590-3478
DOI
https://doi.org/10.1007/s10072-022-06169-7

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