Publication:
The risk of secondary progressive multiple sclerosis is geographically determined but modifiable

dc.contributor.coauthorSharmin, Sifat
dc.contributor.coauthorRoos, Izanne
dc.contributor.coauthorSimpson-Yap, Steve
dc.contributor.coauthorMalpes, Charles
dc.contributor.coauthorSanchez, Marina M.
dc.contributor.coauthorOzakbas, Serkan
dc.contributor.coauthorHorakova, Dana
dc.contributor.coauthorHavrdova, Eva K.
dc.contributor.coauthorPatti, Francesco
dc.contributor.coauthorAlroughani, Raed
dc.contributor.coauthorIzquierdo, Guillermo
dc.contributor.coauthorEichau, Sara
dc.contributor.coauthorBoz, Cavit
dc.contributor.coauthorZakaria, Magd
dc.contributor.coauthorOnofrj, Marco
dc.contributor.coauthorLugaresi, Alessandra
dc.contributor.coauthorWeinstock-Guttman, Bianca
dc.contributor.coauthorPrat, Alexandre
dc.contributor.coauthorGirard, Marc
dc.contributor.coauthorDuquette, Pierre
dc.contributor.coauthorTerzi, Murat
dc.contributor.coauthorAmato, Maria Pia
dc.contributor.coauthorKarabudak, Rana
dc.contributor.coauthorGrand'Maison, Francois
dc.contributor.coauthorKhoury, Samia J.
dc.contributor.coauthorGrammond, Pierre
dc.contributor.coauthorLechner-Scott, Jeannette
dc.contributor.coauthorBuzzard, Katherine
dc.contributor.coauthorSkibina, Olga
dc.contributor.coauthorvan der Walt, Anneke
dc.contributor.coauthorButzkueven, Helmut
dc.contributor.coauthorTurkoglu, Recai
dc.contributor.coauthorMaimone, Davide
dc.contributor.coauthorKermode, Allan
dc.contributor.coauthorShalaby, Nevin
dc.contributor.coauthorPesch, Vincent V.
dc.contributor.coauthorButler, Ernest
dc.contributor.coauthorSidhom, Youssef
dc.contributor.coauthorGouider, Riadh
dc.contributor.coauthorMrabet, Saloua
dc.contributor.coauthorGerlach, Oliver
dc.contributor.coauthorSoysal, Aysun
dc.contributor.coauthorBarnett, Michael
dc.contributor.coauthorKuhle, Jens
dc.contributor.coauthorHughes, Stella
dc.contributor.coauthorSa, Maria J.
dc.contributor.coauthorHodgkinson, Suzanne
dc.contributor.coauthorOreja-Guevara, Celia
dc.contributor.coauthorAmpapa, Radek
dc.contributor.coauthorPetersen, Thor
dc.contributor.coauthorRamo-Tello, Cristina
dc.contributor.coauthorSpitaleri, Daniele
dc.contributor.coauthorMcCombe, Pamela
dc.contributor.coauthorTaylor, Bruce
dc.contributor.coauthorPrevost, Julie
dc.contributor.coauthorFoschi, Matteo
dc.contributor.coauthorSlee, Mark
dc.contributor.coauthorMcGuigan, Chris
dc.contributor.coauthorLaureys, Guy
dc.contributor.coauthorHijfte, Liesbeth V.
dc.contributor.coauthorde Gans, Koen
dc.contributor.coauthorSolaro, Claudio
dc.contributor.coauthorOh, Jiwon
dc.contributor.coauthorMacdonell, Richard
dc.contributor.coauthorAguera-Morales, Eduardo
dc.contributor.coauthorSinghal, Bhim
dc.contributor.coauthorGray, Orla
dc.contributor.coauthorGarber, Justin
dc.contributor.coauthorWijmeersch, Bart V.
dc.contributor.coauthorSimu, Mihaela
dc.contributor.coauthorCastillo-Trivino, Tamara
dc.contributor.coauthorSanchez-Menoyo, Jose L.
dc.contributor.coauthorKhurana, Dheeraj
dc.contributor.coauthorAl-Asmi, Abdullah
dc.contributor.coauthorAl-Harbi, Talal
dc.contributor.coauthorDeri, Norma
dc.contributor.coauthorFragoso, Yara
dc.contributor.coauthorLalive, Patrice H.
dc.contributor.coauthorSinnige, L. G. F.
dc.contributor.coauthorShaw, Cameron
dc.contributor.coauthorShuey, Neil
dc.contributor.coauthorCsepany, Tunde
dc.contributor.coauthorSempere, Angel P.
dc.contributor.coauthorMoore, Fraser
dc.contributor.coauthorDecoo, Danny
dc.contributor.coauthorWillekens, Barbara
dc.contributor.coauthorGobbi, Claudio
dc.contributor.coauthorMassey, Jennifer
dc.contributor.coauthorHardy, Todd
dc.contributor.coauthorParratt, John
dc.contributor.coauthorKalincik, Tomas
dc.contributor.departmentKUTTAM (KoƧ University Research Center for Translational Medicine)
dc.contributor.departmentSchool of Medicine
dc.contributor.kuauthorAltıntaş, Ayşe
dc.contributor.schoolcollegeinstituteResearch Center
dc.contributor.schoolcollegeinstituteSCHOOL OF MEDICINE
dc.date.accessioned2025-01-19T10:28:14Z
dc.date.issued2023
dc.description.abstractGeographical 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.
dc.description.indexedbyWOS
dc.description.indexedbyScopus
dc.description.indexedbyPubMed
dc.description.issue11
dc.description.openaccessGreen Published, hybrid
dc.description.publisherscopeInternational
dc.description.sponsoredbyTubitakEuN/A
dc.description.sponsorshipWe thank the patients who contributed to the MSBase registry, the participating neurologists, and the principal investigators for supporting this study. The list of MSBase Study Group contributors is provided in Appendix 1. Administrative and technical support was provided by the MSBase administrations Ms Charlotte Sartori, Dr Sabah Quddus and Ms Eloise Hinson.
dc.description.volume146
dc.identifier.doi10.1093/brain/awad218
dc.identifier.eissn1460-2156
dc.identifier.issn0006-8950
dc.identifier.quartileQ1
dc.identifier.scopus2-s2.0-85176495277
dc.identifier.urihttps://doi.org/10.1093/brain/awad218
dc.identifier.urihttps://hdl.handle.net/20.500.14288/25667
dc.identifier.wos1063488100001
dc.keywordsSecondary progressive multiple sclerosis
dc.keywordsDisease-modifying Therapy
dc.keywordsLatitude
dc.keywordsGeography
dc.keywordsHealth expenditure
dc.language.isoeng
dc.publisherOxford Univ Press
dc.relation.grantnoWe thank the patients who contributed to the MSBase registry, the participating neurologists, and the principal investigators for supporting this study. The list of MSBase Study Group contributors is provided in Appendix 1. Administrative and technical sup
dc.relation.ispartofBrain
dc.subjectClinical neurology
dc.subjectNeurosciences
dc.titleThe risk of secondary progressive multiple sclerosis is geographically determined but modifiable
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.kuauthorAltıntaş, Ayşe
local.publication.orgunit1SCHOOL OF MEDICINE
local.publication.orgunit1Research Center
local.publication.orgunit2KUTTAM (KoƧ University Research Center for Translational Medicine)
local.publication.orgunit2School of Medicine
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