Austin Health

Title
The risk of secondary progressive multiple sclerosis is geographically determined but modifiable.
Publication Date
2023-11-02
Author(s)
Sharmin, Sifat
Roos, Izanne
Simpson-Yap, Steve
Malpas, Charles
Sánchez, 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 A L
Aguera-Morales, Eduardo
Singhal, Bhim
Gray, Orla
Garber, Justin
Wijmeersch, Bart V
Simu, Mihaela
Triviño, Tamara C
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
Subject
disease-modifying therapy
geography
health expenditure
latitude
secondary progressive multiple sclerosis
Type of document
Journal Article
OrcId
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0000-0002-3713-9570
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0000-0002-0195-2834
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0000-0003-3778-1376
DOI
10.1093/brain/awad218
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 which is characterised 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 operationalised 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 51126 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, Kuwait, 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.
Link
Citation
Brain: a Journal of Neurology 2023-11-02; 146(11)
Jornal Title
Brain : a Journal of Neurology
ISSN
1460-2156

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