Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/41603
Title: The risk of secondary progressive multiple sclerosis is geographically determined but modifiable
Authors: Sharmin , Sifat
Roos, Izanne
Simpson-Yap, Steve
Malpes, Charles
Sanchez, Marina M.
Ozakbas, Serkan
Horakova, Dana
Havrdova, Eva K.
Patti, Francesco
Alroughani, Raed
Izquierdo, Guillermo
Eichau, Sara
Boz, Cavit
Zakaria, Magd
Onofrj, Marco
Lugaresi, Alessandra
Weinstock-Guttman, Bianca
Prat, Alexandre
Girard, Marc
Duquette, Pierre
Terzi, Murat
Amato, Maria Pia
Karabudak, Rana
Grand'Maison, Francois
Khoury, Samia J.
Grammond, Pierre
Lechner-Scott, Jeannette
Buzzard, Katherine
Skibina, Olga
van der Walt, Anneke
Butzkueven, Helmut
Turkoglu, Recai
Altintas, Ayse
Maimone, Davide
Kermode, Allan
Shalaby, Nevin
Pesch, Vincent V.
Butler, Ernest
Sidhom, Youssef
Gouider, Riadh
Mrabet, Saloua
Gerlach, Oliver
Soysal, Aysun
Barnett, Michael
Kuhle, Jens
Hughes, Stella
Sa, Maria J.
Hodgkinson, Suzanne
Oreja-Guevara, Celia
Ampapa, Radek
Petersen, Thor
Ramo-Tello, Cristina
Spitaleri, Daniele
McCombe, Pamela
Taylor, Bruce
Prevost, Julie
Foschi, Matteo
Slee, Mark
McGuigan, Chris
Laureys, Guy
Hijfte, Liesbeth V.
de Gans, Koen
Solaro, Claudio
Oh, Jiwon
Macdonell, Richard
Aguera-Morales, Eduardo
Singhal, Bhim
Gray, Orla
Garber, Justin
VAN WIJMEERSCH, Bart 
Simu, Mihaela
Castillo-Trivino, Tamara
Sanchez-Menoyo, Jose L.
Khurana, Dheeraj
Al-Asmi, Abdullah
Al-Harbi, Talal
Deri, Norma
Fragoso, Yara
Lalive, Patrice H.
Sinnige, L. G. F.
Shaw, Cameron
Shuey, Neil
Csepany, Tunde
Sempere, Angel P.
Moore, Fraser
Decoo, Danny
Willekens, Barbara
Gobbi, Claudio
Massey, Jennifer
Hardy, Todd
Parratt, John
Kalincik, Tomas
Issue Date: 2023
Publisher: OXFORD UNIV PRESS
Source: BRAIN, 146 (11), p. 4633–4644,
Abstract: Geographical variations in the incidence and prevalence of multiple sclerosis have been reported globally. Latitude as a surrogate for exposure to ultraviolet radiation but also other lifestyle and environmental factors are regarded as drivers of this variation. No previous studies evaluated geographical variation in the risk of secondary progressive multiple sclerosis, an advanced form of multiple sclerosis that is characterized by steady accrual of irreversible disability.We evaluated differences in the risk of secondary progressive multiple sclerosis in relation to latitude and country of residence, modified by high-to-moderate efficacy immunotherapy in a geographically diverse cohort of patients with relapsing-remitting multiple sclerosis. The study included relapsing-remitting multiple sclerosis patients from the global MSBase registry with at least one recorded assessment of disability. Secondary progressive multiple sclerosis was identified as per clinician diagnosis. Sensitivity analyses used the operationalized definition of secondary progressive multiple sclerosis and the Swedish decision tree algorithm. A proportional hazards model was used to estimate the cumulative risk of secondary progressive multiple sclerosis by country of residence (latitude), adjusted for sex, age at disease onset, time from onset to relapsing-remitting phase, disability (Multiple Sclerosis Severity Score) and relapse activity at study inclusion, national multiple sclerosis prevalence, government health expenditure, and proportion of time treated with high-to-moderate efficacy disease-modifying therapy. Geographical variation in time from relapsing-remitting phase to secondary progressive phase of multiple sclerosis was modelled through a proportional hazards model with spatially correlated frailties.We included 51 126 patients (72% female) from 27 countries. The median survival time from relapsing-remitting phase to secondary progressive multiple sclerosis among all patients was 39 (95% confidence interval: 37 to 43) years. Higher latitude [median hazard ratio = 1.21, 95% credible interval (1.16, 1.26)], higher national multiple sclerosis prevalence [1.07 (1.03, 1.11)], male sex [1.30 (1.22, 1.39)], older age at onset [1.35 (1.30, 1.39)], higher disability [2.40 (2.34, 2.47)] and frequent relapses [1.18 (1.15, 1.21)] at inclusion were associated with increased hazard of secondary progressive multiple sclerosis. Higher proportion of time on high-to-moderate efficacy therapy substantially reduced the hazard of secondary progressive multiple sclerosis [0.76 (0.73, 0.79)] and reduced the effect of latitude [interaction: 0.95 (0.92, 0.99)]. At the country-level, patients in Oman, Tunisia, Iran and Canada had higher risks of secondary progressive multiple sclerosis relative to the other studied regions.Higher latitude of residence is associated with a higher probability of developing secondary progressive multiple sclerosis. High-to-moderate efficacy immunotherapy can mitigate some of this geographically co-determined risk. By analysing longitudinal data from 27 countries, Sharmin et al. reveal a geographically varying risk of conversion to secondary progressive disease in patients with multiple sclerosis. Higher latitude of residence increases the risk while high-to-moderate efficacy immunotherapies reduce the risk substantially.
Notes: Kalincik, T (corresponding author), Univ Melbourne, Dept Med, CORE, Melbourne, Vic 3050, Australia.; Kalincik, T (corresponding author), Royal Melbourne Hosp, Dept Neurol, Ctr Neuroimmunol, Melbourne, Vic 3050, Australia.; Sharmin, S (corresponding author), Univ Melbourne, Royal Melbourne Hosp, Dept Med, CORE, L4 East,300 Grattan St, Melbourne, Vic 3050, Australia.
sifat.sharmin@unimelb.edu.au; tomas.kalincik@unimelb.edu.au
Keywords: secondary progressive multiple sclerosis;disease-modifying therapy;latitude;geography;health expenditure
Document URI: http://hdl.handle.net/1942/41603
ISSN: 0006-8950
e-ISSN: 1460-2156
DOI: 10.1093/brain/awad218
ISI #: 001063488100001
Rights: The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain. This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/bync/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
Category: A1
Type: Journal Contribution
Appears in Collections:Research publications

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