Please use this identifier to cite or link to this item: https://ahro.austin.org.au/austinjspui/handle/1/33247
Title: The risk of secondary progressive multiple sclerosis is geographically determined but modifiable.
Austin Authors: 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
Affiliation: Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia.
Austin Health
Dokuz Eylul University, Konak/Izmir 35220, Turkey.
Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague 12808, Czech Republic.
Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, Catania 95123, Italy.
Division of Neurology, Department of Medicine, Amiri Hospital, Sharq 73767, Kuwait.
Hospital Universitario Virgen Macarena, Sevilla 41009, Spain.
KTU Medical Faculty Farabi Hospital, Trabzon 61080, Turkey.
Ain Shams University, Cairo 11566, Egypt.
Department of Neuroscience, Imaging, and Clinical Sciences, University G. d'Annunzio, Chieti 66013, Italy.
IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna 40139, Italy.
Department of Neurology, Buffalo General Medical Center, Buffalo 14202, United States.
CHUM MS Center and Universite de Montreal, Montreal H2L 4M1, Canada.
Medical Faculty, 19 Mayis University, Samsun 55160, Turkey.
Department NEUROFARBA, University of Florence, Florence 50134, Italy.
Hacettepe University, Ankara 6100, Turkey.
Neuro Rive-Sud, Quebec J4V 2J2, Canada.
Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon.
CISSS Chaudière-Appalache, Levis G6X 0A1, Canada.
School of Medicine and Public Health, University Newcastle, Newcastle 2305, Australia.
Department of Neurology, Box Hill Hospital, Melbourne 3128, Australia.
Department of Neurology, The Alfred Hospital, Melbourne 3000, Australia.
Haydarpasa Numune Training and Research Hospital, Istanbul 34668, Turkey.
Department of Neurology, School of Medicine, Koc University, Koc University Research Center for Translational Medicine (KUTTAM), Istanbul 34450, Turkey.
Garibaldi Hospital, Catania 95124, Italy.
Perron Institute, University of Western Australia, Nedlands 6009, Australia.
Neurology, Kasr Al Ainy MS Research Unit (KAMSU), Cairo 11562, Egypt.
Cliniques Universitaires Saint-Luc, Brussels 1200 BXL, Belgium.
Monash Medical Centre, Melbourne 3168, Australia.
Department of Neurology, Razi Hospital, Manouba 2010, Tunisia.
Clinical Investigation Center Neurosciences and Mental Health, Faculty of Medicine, University Tunis El Manar, Tunis 1068, Tunisia.
Academic MS Center Zuyderland, Department of Neurology, Zuyderland Medical Center, Sittard-Geleen 5500, Netherlands.;School for Mental Health and Neuroscience, Department of Neurology, Maastricht University Medical Center, Maastricht 6131 BK, Netherlands.
Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul 34147, Turkey.
Brain and Mind Centre, Sydney 2050, Australia.
Neurologic Clinic and Policlinic, Departments of Medicine and Clinical Research, University Hospital and University of Basel, Basel 4000, Switzerland.
Royal Victoria Hospital, Belfast BT12 6BA, United Kingdom.
Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto 4200-319, Portugal.
Liverpool Hospital, Sydney 2170, Australia.
Department of Neurology, Hospital Clinico San Carlos, Madrid 28050, Spain.
Nemocnice Jihlava, Jihlava 58633, Czech Republic.
Aarhus University Hospital, Arhus C 8000, Denmark.
Hospital Germans Trias i Pujol, Badalona 08916, Spain.
Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino, Avellino 83100, Italy.
Royal Brisbane and Women's Hospital, University of Queensland, Brisbane 4000, Australia.
Royal Hobart Hospital, Hobart 7000, Australia.
CSSS Saint-Jérôme, Saint-Jerome J7Z 5T3, Canada.
Department of Neuroscience, Neurology Unit, S. Maria delle Croci Hospital of Ravenna, Ravenna 48121, Italy.
Flinders University, Adelaide 5042, Australia.
St Vincent's University Hospital, Dublin D04 T6F4, Ireland.
Department of Neurology, Universitary Hospital Ghent, Ghent 9000, Belgium.
Groene Hart Ziekenhuis, Gouda 2800 BB, Netherlands.
Department of Rehabilitation, CRRF 'Mons. Luigi Novarese', Moncrivello (VC) 16153, Italy.
St. Michael's Hospital, Toronto M5B1W8, Canada.
Austin Health, Melbourne 3084, Australia.
University Hospital Reina Sofia, Cordoba 14004, Spain.
Bombay Hospital Institute of Medical Sciences, Mumbai 400020, India.
South Eastern HSC Trust, Belfast BT16, UK.
Westmead Hospital, Sydney 2145, Australia.
Rehabilitation and MS-Centre Overpelt and Hasselt University, Hasselt 3900, Belgium.
Clinic of Neurology II, Emergency Clinical County Hospital 'Pius Brinzeu', Timisoara 300723, Romania.;Romania University of Medicine and Pharmacy 'Victor Babes Timisoara', 300041, Romania.
Hospital Universitario Donostia, San Sebastián 20014, Spain.
Hospital de Galdakao-Usansolo, Galdakao 48660, Spain.
PGIMER, Chandigarh 160012, India.
Department of Medicine, Sultan Qaboos University Hospital, Al-Khodh 123, Oman.
Neurology Department, King Fahad Specialist Hospital-Dammam, Khobar 31952, Saudi Arabia.
Hospital Fernandez, Capital Federal, 1425, Argentina.
Universidade Metropolitana de Santos, Santos 11045-002, Brazil.
Department of Clinical Neurosciences, Division of Neurology, Faculty of Medicine, Geneva University Hospital, Geneva 1211, Switzerland.
Medical Center Leeuwarden, Leeuwarden 8934 ad, Netherlands.
Geelong Hospital, Geelong 3220, Australia.
St Vincents Hospital, Fitzroy, Melbourne 3065, Australia.
Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen 4032, Hungary.
Hospital General Universitario de Alicante, Alicante 3010, Spain.
Jewish General Hospital, Montreal H3T 1E2, Canada.
AZ Alma Ziekenhuis, Sijsele-Damme 8340, Belgium.
Department of Neurology, Antwerp University Hospital, Edegem, Belgium.
Translational Neurosciences Research Group, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk 2650, Belgium.
Ospedale Civico Lugano, Lugano 6900, Switzerland.
St Vincent's Hospital Sydney, Sydney 2010, Australia.
Concord Repatriation General Hospital, Sydney 2139, Australia.
Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia.
Issue Date: 2-Nov-2023
Date: 2023
Publication information: Brain: a Journal of Neurology 2023-11-02; 146(11)
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.
URI: https://ahro.austin.org.au/austinjspui/handle/1/33247
DOI: 10.1093/brain/awad218
ORCID: 0000-0002-4476-4016
0000-0002-2156-8864
0000-0002-3713-9570
0000-0002-8600-0460
0000-0002-0195-2834
0000-0003-3778-1376
Journal: Brain : a Journal of Neurology
PubMed URL: 37369086
ISSN: 1460-2156
Type: Journal Article
Subjects: disease-modifying therapy
geography
health expenditure
latitude
secondary progressive multiple sclerosis
Appears in Collections:Journal articles

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