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

Author:

Sharmin Sifat12,Roos Izanne12,Simpson-Yap Steve134,Malpas Charles12,Sánchez Marina M125,Ozakbas Serkan6,Horakova Dana7,Havrdova Eva K7,Patti Francesco8,Alroughani Raed9,Izquierdo Guillermo10,Eichau Sara10,Boz Cavit11,Zakaria Magd12,Onofrj Marco13,Lugaresi Alessandra14,Weinstock-Guttman Bianca15,Prat Alexandre16,Girard Marc16,Duquette Pierre16,Terzi Murat17,Amato Maria Pia18,Karabudak Rana19,Grand’Maison Francois20,Khoury Samia J21,Grammond Pierre22,Lechner-Scott Jeannette23,Buzzard Katherine24,Skibina Olga24,van der Walt Anneke25,Butzkueven Helmut25,Turkoglu Recai26,Altintas Ayse27,Maimone Davide28,Kermode Allan29ORCID,Shalaby Nevin30,Pesch Vincent V31,Butler Ernest32,Sidhom Youssef33,Gouider Riadh3334,Mrabet Saloua3334,Gerlach Oliver3536,Soysal Aysun37,Barnett Michael38ORCID,Kuhle Jens39ORCID,Hughes Stella40,Sa Maria J41,Hodgkinson Suzanne42,Oreja-Guevara Celia43,Ampapa Radek44,Petersen Thor45,Ramo-Tello Cristina46,Spitaleri Daniele47,McCombe Pamela48,Taylor Bruce49,Prevost Julie50,Foschi Matteo51,Slee Mark52,McGuigan Chris53,Laureys Guy54,Hijfte Liesbeth V54,de Gans Koen55ORCID,Solaro Claudio56,Oh Jiwon57,Macdonell Richard58,Aguera-Morales Eduardo59,Singhal Bhim60,Gray Orla61,Garber Justin62,Wijmeersch Bart V63,Simu Mihaela6465,Castillo-Triviño Tamara66,Sanchez-Menoyo Jose L67,Khurana Dheeraj68,Al-Asmi Abdullah69,Al-Harbi Talal70,Deri Norma71,Fragoso Yara72,Lalive Patrice H73,Sinnige L G F74,Shaw Cameron75,Shuey Neil76,Csepany Tunde77,Sempere Angel P78ORCID,Moore Fraser79,Decoo Danny80,Willekens Barbara8182,Gobbi Claudio83,Massey Jennifer84,Hardy Todd85,Parratt John86,Kalincik Tomas12ORCID

Affiliation:

1. CORe, Department of Medicine, University of Melbourne , Melbourne 3050 , Australia

2. Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital , Melbourne 3050 , Australia

3. Neuroepidemiology Unit, Melbourne School of Population and Global Health, University of Melbourne , Melbourne 3050 , Australia

4. Menzies Institute for Medical Research, University of Tasmania , Tasmania 7000 , Australia

5. Department of Neurology, Hospital Germans Trias i Pujol , Badalona 08916 , Spain

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

32. Monash Medical Centre , Melbourne 3168 , Australia

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

34. Clinical Investigation Center Neurosciences and Mental Health, Faculty of Medicine, University of Tunis El Manar , Tunis 1068 , Tunisia

35. Academic MS Center Zuyderland, Department of Neurology, Zuyderland Medical Center , Sittard-Geleen 5500 , The Netherlands

36. School for Mental Health and Neuroscience, Department of Neurology, Maastricht University Medical Center , Maastricht 6131 BK , The Netherlands

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

56. Department of Rehabilitation, CRRF ‘Mons. Luigi Novarese’ , Moncrivello (VC) 16153 , Italy

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

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

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

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

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

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

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

64. Clinic of Neurology II, Emergency Clinical County Hospital ‘Pius Brinzeu’ , Timisoara 300723 , Romania

65. Department of Neurology, Victor Babes University of Medicine and Pharmacy Timisoara , Timisoara 300041 , Romania

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

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

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

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

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

71. Hospital Fernandez , Buenos Aires 1425 , Argentina

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

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

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

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

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

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

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

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

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

81. Department of Neurology, Antwerp University Hospital , Edegem 2650 , Belgium

82. Translational Neurosciences Research Group, Faculty of Medicine and Health Sciences, University of Antwerp , Wilrijk 2650 , Belgium

83. Ospedale Civico Lugano , Lugano 6900 , Switzerland

84. St Vincent’s Hospital Sydney , Sydney 2010 , Australia

85. Concord Repatriation General Hospital , Sydney 2139 , Australia

86. Royal North Shore Hospital , Sydney 2065 , Australia

Abstract

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 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.

Funder

NHMRC Australia

Merck

Biogen

Novartis

Roche

Bayer Schering

Sanofi Genzyme

Teva Pharmaceutical Industries

Publisher

Oxford University Press (OUP)

Subject

Neurology (clinical)

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