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


Journal

Brain : a journal of neurology
ISSN: 1460-2156
Titre abrégé: Brain
Pays: England
ID NLM: 0372537

Informations de publication

Date de publication:
02 11 2023
Historique:
received: 01 03 2023
revised: 16 05 2023
accepted: 21 05 2023
medline: 9 11 2023
pubmed: 27 6 2023
entrez: 27 6 2023
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 37369086
pii: 7208967
doi: 10.1093/brain/awad218
pmc: PMC10629760
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

4633-4644

Informations de copyright

© The Author(s) 2023. Published by Oxford University Press on behalf of the Guarantors of Brain.

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Auteurs

Sifat Sharmin (S)

CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia.
Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia.

Izanne Roos (I)

CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia.
Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia.

Steve Simpson-Yap (S)

CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia.
Neuroepidemiology Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne 3050, Australia.
Menzies Institute for Medical Research, University of Tasmania, Tasmania 7000, Australia.

Charles Malpas (C)

CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia.
Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia.

Marina M Sánchez (MM)

CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia.
Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia.
Department of Neurology, Hospital Germans Trias i Pujol, Badalona 08916, Spain.

Serkan Ozakbas (S)

Faculty of Medicine, Dokuz Eylul University, Konak/Izmir 35220, Turkey.

Dana Horakova (D)

Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague 12808, Czech Republic.

Eva K Havrdova (EK)

Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague 12808, Czech Republic.

Francesco Patti (F)

Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, Catania 95123, Italy.

Raed Alroughani (R)

Division of Neurology, Department of Medicine, Amiri Hospital, Sharq 73767, Kuwait.

Guillermo Izquierdo (G)

Multiple Sclerosis Unit, Hospital Universitario Virgen Macarena, Sevilla 41009, Spain.

Sara Eichau (S)

Multiple Sclerosis Unit, Hospital Universitario Virgen Macarena, Sevilla 41009, Spain.

Cavit Boz (C)

Faculty of Medicine, Karadeniz Technical University, Karadeniz Technical University Farabi Hospital, Trabzon 61080, Turkey.

Magd Zakaria (M)

Faculty of Medicine, Ain Shams University, Cairo 11566, Egypt.

Marco Onofrj (M)

Department of Neuroscience, Imaging, and Clinical Sciences, University G. d'Annunzio, Chieti 66013, Italy.

Alessandra Lugaresi (A)

Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna 40139, Italy.

Bianca Weinstock-Guttman (B)

Department of Neurology, Jacobs Multiple Sclerosis Center for Treatment and Research, University at Buffalo, Buffalo 14202, USA.

Alexandre Prat (A)

CHUM MS Center, Faculty of Medicine, Universite de Montreal, Montreal H2L 4M1, Canada.

Marc Girard (M)

CHUM MS Center, Faculty of Medicine, Universite de Montreal, Montreal H2L 4M1, Canada.

Pierre Duquette (P)

CHUM MS Center, Faculty of Medicine, Universite de Montreal, Montreal H2L 4M1, Canada.

Murat Terzi (M)

Faculty of Medicine, 19 Mayis University, Samsun 55160, Turkey.

Maria Pia Amato (MP)

Department NEUROFARBA, University of Florence, Florence 50134, Italy.

Rana Karabudak (R)

Department of Neurology, Hacettepe University, Ankara 6100, Turkey.

Francois Grand'Maison (F)

Neuro Rive-Sud, Hôpital Charles LeMoyne, Quebec J4V 2J2, Canada.

Samia J Khoury (SJ)

Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.

Pierre Grammond (P)

Médecine spécialisée, CISSS Chaudière-Appalaches, Levis G6X 0A1, Canada.

Jeannette Lechner-Scott (J)

School of Medicine and Public Health, University of Newcastle, Newcastle 2305, Australia.

Katherine Buzzard (K)

Department of Neurology, Box Hill Hospital, Melbourne 3128, Australia.

Olga Skibina (O)

Department of Neurology, Box Hill Hospital, Melbourne 3128, Australia.

Anneke van der Walt (A)

Department of Neurology, The Alfred Hospital, Melbourne 3000, Australia.

Helmut Butzkueven (H)

Department of Neurology, The Alfred Hospital, Melbourne 3000, Australia.

Recai Turkoglu (R)

Department of Neurology, Haydarpasa Numune Training and Research Hospital, Istanbul 34668, Turkey.

Ayse Altintas (A)

Department of Neurology, School of Medicine, Koc University, Koc University Research Center for Translational Medicine (KUTTAM), Istanbul 34450, Turkey.

Davide Maimone (D)

Centro Sclerosi Multipla, UOC Neurologia, ARNAS Garibaldi, Catania 95124, Italy.

Allan Kermode (A)

Perron Institute, University of Western Australia, Nedlands 6009, Australia.

Nevin Shalaby (N)

Department of Neurology, Kasr Al Ainy MS Research Unit (KAMSU), Cairo 11562, Egypt.

Vincent V Pesch (VV)

Service de Neurologie, Cliniques Universitaires Saint-Luc, Brussels 1200 BXL, Belgium.

Ernest Butler (E)

Monash Medical Centre, Melbourne 3168, Australia.

Youssef Sidhom (Y)

Department of Neurology, Razi Hospital, Manouba 2010, Tunisia.

Riadh Gouider (R)

Department of Neurology, Razi Hospital, Manouba 2010, Tunisia.
Clinical Investigation Center Neurosciences and Mental Health, Faculty of Medicine, University of Tunis El Manar, Tunis 1068, Tunisia.

Saloua Mrabet (S)

Department of Neurology, Razi Hospital, Manouba 2010, Tunisia.
Clinical Investigation Center Neurosciences and Mental Health, Faculty of Medicine, University of Tunis El Manar, Tunis 1068, Tunisia.

Oliver Gerlach (O)

Academic MS Center Zuyderland, Department of Neurology, Zuyderland Medical Center, Sittard-Geleen 5500, The Netherlands.
School for Mental Health and Neuroscience, Department of Neurology, Maastricht University Medical Center, Maastricht 6131 BK, The Netherlands.

Aysun Soysal (A)

Department of Neurology, Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul 34147, Turkey.

Michael Barnett (M)

Multiple Sclerosis Clinic, Brain and Mind Centre, Sydney 2050, Australia.

Jens Kuhle (J)

Neurologic Clinic and Policlinic, Departments of Medicine and Clinical Research, University Hospital and University of Basel, Basel 4000, Switzerland.

Stella Hughes (S)

Department of Neurology, Royal Victoria Hospital, Belfast BT12 6BA, UK.

Maria J Sa (MJ)

Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto 4200-319, Portugal.

Suzanne Hodgkinson (S)

Immune tolerance laboratory Ingham Institute and Department of Medicine, University of New South Wales, Sydney 2170, Australia.

Celia Oreja-Guevara (C)

Department of Neurology, Hospital Clinico San Carlos, Madrid 28050, Spain.

Radek Ampapa (R)

MS centrum, Nemocnice Jihlava, Jihlava 58633, Czech Republic.

Thor Petersen (T)

Department of Neurology, Aarhus University Hospital, Arhus C 8000, Denmark.

Cristina Ramo-Tello (C)

Department of Neurology, Hospital Germans Trias i Pujol, Badalona 8916, Spain.

Daniele Spitaleri (D)

Centro Sclerosi Multipla, Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino, Avellino 83100, Italy.

Pamela McCombe (P)

Royal Brisbane and Women's Hospital, University of Queensland, Brisbane 4000, Australia.

Bruce Taylor (B)

Department of Neurology, Royal Hobart Hospital, Hobart 7000, Australia.

Julie Prevost (J)

Département de neurologie, CSSS Saint-Jérôme, Saint-Jerome J7Z 5T3, Canada.

Matteo Foschi (M)

Department of Neuroscience, Neurology Unit, S. Maria delle Croci Hospital of Ravenna, Ravenna 48121, Italy.

Mark Slee (M)

College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia.

Chris McGuigan (C)

Department of Neurology, St Vincent's University Hospital, Dublin D04 T6F4, Ireland.

Guy Laureys (G)

Department of Neurology, Universitary Hospital Ghent, Ghent 9000, Belgium.

Liesbeth V Hijfte (LV)

Department of Neurology, Universitary Hospital Ghent, Ghent 9000, Belgium.

Koen de Gans (K)

Department of Neurology, Groene Hart Hospital, Gouda 2800 BB, The Netherlands.

Claudio Solaro (C)

Department of Rehabilitation, CRRF 'Mons. Luigi Novarese', Moncrivello (VC) 16153, Italy.

Jiwon Oh (J)

Barlo Multiple Sclerosis Centre, St. Michael's Hospital, Toronto M5B1W8, Canada.

Richard Macdonell (R)

Department of Neurology, Austin Health, Melbourne 3084, Australia.

Eduardo Aguera-Morales (E)

Department of Neurology, University Hospital Reina Sofia, Cordoba 14004, Spain.

Bhim Singhal (B)

Department of Neurology, Bombay Hospital Institute of Medical Sciences, Mumbai 400020, India.

Orla Gray (O)

Department of Neurology, South Eastern HSC Trust, Belfast BT16, UK.

Justin Garber (J)

Department of Neurology, Westmead Hospital, Sydney 2145, Australia.

Bart V Wijmeersch (BV)

Rehabilitation and MS-Centre Overpelt, Hasselt University, Hasselt 3900, Belgium.

Mihaela Simu (M)

Clinic of Neurology II, Emergency Clinical County Hospital 'Pius Brinzeu', Timisoara 300723, Romania.
Department of Neurology, Victor Babes University of Medicine and Pharmacy Timisoara, Timisoara 300041, Romania.

Tamara Castillo-Triviño (T)

Department of Neurology, Hospital Universitario Donostia, San Sebastián 20014, Spain.

Jose L Sanchez-Menoyo (JL)

Department of Neurology, Hospital de Galdakao-Usansolo, Galdakao 48660, Spain.

Dheeraj Khurana (D)

Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh 160012, India.

Abdullah Al-Asmi (A)

Department of Medicine, Sultan Qaboos University Hospital, Al-Khodh 123, Oman.

Talal Al-Harbi (T)

Neurology Department, King Fahad Specialist Hospital-Dammam, Khobar 31952, Saudi Arabia.

Norma Deri (N)

Hospital Fernandez, Buenos Aires 1425, Argentina.

Yara Fragoso (Y)

Department of Neurology, Universidade Metropolitana de Santos, Santos 11045-002, Brazil.

Patrice H Lalive (PH)

Department of Clinical Neurosciences, Division of Neurology, Faculty of Medicine, Geneva University Hospital, Geneva 1211, Switzerland.

L G F Sinnige (LGF)

Department of Neurology, Medical Center Leeuwarden, Leeuwarden 8934 AD, The Netherlands.

Cameron Shaw (C)

Neuroscience Department, Barwon Health, University Hospital Geelong, Geelong 3220, Australia.

Neil Shuey (N)

Department of Neurology, St Vincents Hospital, Fitzroy, Melbourne 3065, Australia.

Tunde Csepany (T)

Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen 4032, Hungary.

Angel P Sempere (AP)

Department of Neurology, Hospital General Universitario de Alicante, Alicante 3010, Spain.

Fraser Moore (F)

Department of Neurology, McGill University, Montreal H3T 1E2, Canada.

Danny Decoo (D)

Department of Neurology & Neuro-Rehabilitation, AZ Alma Ziekenhuis, Sijsele-Damme 8340, Belgium.

Barbara Willekens (B)

Department of Neurology, Antwerp University Hospital, Edegem 2650, Belgium.
Translational Neurosciences Research Group, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk 2650, Belgium.

Claudio Gobbi (C)

Ospedale Civico Lugano, Lugano 6900, Switzerland.

Jennifer Massey (J)

St Vincent's Hospital Sydney, Sydney 2010, Australia.

Todd Hardy (T)

Concord Repatriation General Hospital, Sydney 2139, Australia.

John Parratt (J)

Royal North Shore Hospital, Sydney 2065, Australia.

Tomas Kalincik (T)

CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia.
Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia.

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