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

  • Sifat Sharmin
  • , Izanne Roos
  • , Steve Simpson-Yap
  • , Charles Malpas
  • , Marina M. Sánchez
  • , Serkan Ozakbas
  • , Dana Horakova
  • , Eva K. Havrdova
  • , Francesco Patti
  • , Raed Alroughani
  • , Guillermo Izquierdo
  • , Sara Eichau
  • , Cavit Boz
  • , Magd Zakaria
  • , Marco Onofrj
  • , Alessandra Lugaresi
  • , Bianca Weinstock-Guttman
  • , Alexandre Prat
  • , Marc Girard
  • , Pierre Duquette
  • Murat Terzi, Maria Pia Amato, Rana Karabudak, Francois Grand’Maison, Samia J. Khoury, Pierre Grammond, Jeannette Lechner-Scott, Katherine Buzzard, Olga Skibina, Anneke van der Walt, Helmut Butzkueven, Recai Turkoglu, Ayse Altintas, Davide Maimone, Allan Kermode, Nevin Shalaby, Vincent V. Pesch, Ernest Butler, Youssef Sidhom, Riadh Gouider, Saloua Mrabet, Oliver Gerlach, Aysun Soysal, Michael Barnett, Jens Kuhle, Stella Hughes, Maria J. Sa, Suzanne Hodgkinson, Celia Oreja-Guevara, Radek Ampapa, Thor Petersen, Cristina Ramo-Tello, Daniele Spitaleri, Pamela McCombe, Bruce Taylor, Julie Prevost, Matteo Foschi, Mark Slee, Chris McGuigan, Guy Laureys, Liesbeth V. Hijfte, Koen de Gans, Claudio Solaro, Jiwon Oh, Richard Macdonell, Eduardo Aguera-Morales, Bhim Singhal, Orla Gray, Justin Garber, Bart V. Wijmeersch, Mihaela Simu, Tamara Castillo-Triviño, Jose L. Sanchez-Menoyo, Dheeraj Khurana, Abdullah Al-Asmi, Talal Al-Harbi, Norma Deri, Yara Fragoso, Patrice H. Lalive, L. G.F. Sinnige, Cameron Shaw, Neil Shuey, Tunde Csepany, Angel P. Sempere, Fraser Moore, Danny Decoo, Barbara Willekens, Claudio Gobbi, Jennifer Massey, Todd Hardy, John Parratt, Tomas Kalincik
  • University of Melbourne
  • Royal Melbourne Hospital
  • University of Tasmania
  • Generalitat de Catalunya
  • Dokuz Eylul University
  • Charles University
  • GF Ingrassia
  • Al-Amiri Hospital
  • Hospital Universitario Virgen Macarena
  • Karadeniz Technical University
  • Ain Shams University
  • Gabriele d'Annunzio University
  • University of Bologna
  • Centre Hospitalier de L'Universite de Montreal
  • Ondokuz Mayis University
  • University of Florence
  • Hacettepe University
  • Hôpital Charles LeMoyne
  • American University of Beirut
  • CISSS Chaudière-Appalache
  • University of Newcastle
  • Box Hill Hospital
  • Alfred Health
  • Ministry of Health, Turkey
  • Koc University
  • ARNAS Garibaldi
  • University of Western Australia
  • Kasr Al Ainy MS Research Unit (KAMSU)
  • Université catholique de Louvain
  • Monash Medical Centre
  • Université de Tunis El Manar
  • Zuyderland
  • Maastricht University
  • Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases
  • The University of Sydney
  • University of Basel
  • Royal Victoria Hospital Belfast
  • Centro Hospitalar Universitário de São João
  • University of New South Wales
  • Hospital Clínico San Carlos de Madrid
  • MS centrum
  • Aarhus University
  • Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino
  • University of Queensland
  • Royal Hobart Hospital
  • CSSS Saint-Jérôme
  • Ospedale S. Maria delle Croci
  • Flinders University
  • University College Dublin
  • Ghent University
  • Groene Hart Ziekenhuis
  • CRRF ‘Mons. Luigi Novarese’
  • University of Toronto
  • Austin Health
  • Hospital Universitario Reina Sofía
  • Bombay Hospital and Medical Research Centre
  • South Eastern Health and Social Care Trust
  • Westmead Hospital
  • Hasselt University
  • Emergency Clinical County Hospital ‘Pius Brinzeu’
  • Victor Babes University of Medicine and Pharmacy
  • Hospital Universitario Donostia
  • Hospital de Galdakao
  • Postgraduate Institute of Medical Education and Research
  • Sultan Qaboos University
  • King Fahad Specialist Hospital, Dammam
  • Hospital General de Agudos Juan Fernandez
  • Universidade Metropolitana de Santos
  • University of Geneva
  • Medical Centre Leeuwarden
  • Barwon Health
  • St. Vincent's Hospital Melbourne
  • University of Debrecen
  • Hospital General Universitario de Alicante
  • McGill University
  • AZ Alma Ziekenhuis
  • University of Antwerp
  • Ospedale Civico Lugano
  • St. Vincent's Hospital Sydney
  • Concord Repatriation General Hospital
  • Royal North Shore Hospital

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

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 pro-gressive 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.

Original languageEnglish
Pages (from-to)4633-4644
Number of pages12
JournalBrain
Volume146
Issue number11
DOIs
StatePublished - Nov 1 2023

Keywords

  • disease-modifying therapy
  • geography
  • health expenditure
  • latitude
  • secondary progressive multiple sclerosis

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