Redefining the Multiple Sclerosis Severity Score (MSSS): The effect of sex and onset phenotype
Yuan Zhou 1, Suzi B Claflin 1, Jim Stankovich 2, Ingrid van der Mei 1, Steve Simpson Jr 3, Richard H Roxburgh 4, Tomas Kalincik 5, Leigh Blizzard 1, Alessandra Lugaresi 6, Raed Alroughani 7, Seyed Aidin Sajedi 8, Helmut Butzkueven 2, Eugenio Pucci 9, Daniele LA Spitaleri 10, Franco Granella 11, Edgardo Cristiano 12, Bassem Yamout 13, Stella Hughes 14, Riadh Gouider 15, José Luis Sánchez Menoyo 16, Javier Olascoaga 17, Chris McGuigan 18, Cameron Shaw 19, Allan G Kermode 20, Krisztian Kasa 21, Talal Al-Harbi 22, Ayse Altintas 23, Guy Laureys 24, Yara Fragoso 25, Todd A Hardy 26, Tunde Csepany 27, Carmen-Adella Sirbu 28, Danny Decoo 29, Attila Sas 30, Jose C Alvarez-Cermeño 31, Karim Kotkata 32, Jorge Millán-Pascual 33, Bruce V Taylor 1
Affiliations
Affiliations
- 1Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.
- 2Department of Neuroscience, Monash University, Melbourne, VIC, Australia.
- 3Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia/Royal Melbourne Hospital, The University of Melbourne, Melbourne, VIC, Australia.
- 4Centre for Brain Research Neurogenetics Clinic, The University of Auckland, Auckland, New Zealand.
- 5CORe, Department of Medicine, The University of Melbourne, Melbourne, VIC, Australia/Department of Neurology, The University of Melbourne, Melbourne, VIC, Australia.
- 6IRCCS Istituto delle Scienze Neurologiche di Bologna, UOSI Riabilitazione Sclerosi Multipla, Bologna, Italy/Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy.
- 7Amiri Hospital, Kuwait City, Kuwait.
- 8Neuroscience Research Center, Golestan University of Medical Sciences, Gorgan, Iran.
- 9Generale Provinciale Macerata, Macerata, Italy.
- 10Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino, Avellino, Italy.
- 11University of Parma, Parma, Italy.
- 12Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.
- 13American University of Beirut Medical Center, Beirut, Lebanon.
- 14Craigavon Area Hospital, Craigavon, UK.
- 15Razi Hospital, Tunis, Tunisia.
- 16Hospital de Galdakao-Usansolo, Bizkaia, Spain.
- 17Hospital Donostia, Gipuzkoa, Spain.
- 18St. Vincent's University Hospital, Dublin, Ireland.
- 19Geelong Hospital, Geelong, VIC, Australia.
- 20Perron Institute for Neurological and Translational Sciences, Nedlands, WA, Australia.
- 21Jahn Ferenc Teaching Hospital, Budapest, Hungary.
- 22King Fahad Specialist Hospital-Dammam, Dammam, Saudi Arabia.
- 23Department of Neurology, School of Medicine, Koç University, Istanbul, Turkey.
- 24University Hospital Ghent, Gent, Belgium.
- 25Universidade Metropolitana de Santos, Santos, Brazil.
- 26University of Parma, Parma, Italy/Concord Repatriation General Hospital, Sydney, NSW, Australia.
- 27Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
- 28Central University Emergency Military Hospital, Bucharest, Romania.
- 29AZ Alma, Eeklo, Belgium.
- 30Borsod-Abaúj-Zemplén County Hospital, Miskolc, Hungary.
- 31Ramon y Cajal University Hospital, Madrid, Spain.
- 32Alexandria University Student Hospital, Alexandria, Egypt.
- 33Hospital Mancha Centro, Real, Spain.
Abstract
Background: The Multiple Sclerosis Severity Score (MSSS) is a widely used measure of the disability progression rate. However, the global MSSS may not be the best basis for comparison between all patient groups.
Objective: We evaluated sex-specific and onset phenotype-specific MSSS matrices to determine if they were more effective than the global MSSS as a basis for comparison within these subsets.
Methods: Using a large international dataset of multiple sclerosis (MS) patient records and the original MSSS algorithm, we constructed global, sex-specific and onset phenotype-specific MSSS matrices. We compared matrices using permutation analysis.
Results: Our final dataset included 30,203 MS cases, with 28.9% males and 6.5% progressive-onset cases. Our global MSSS matrix did not differ from previously published data (p > 0.05). The progressive-onset-specific matrix differed significantly from the relapsing-onset-specific matrix (p < 0.001), with lower MSSS attributed to cases with the same Expanded Disability Status Score (EDSS) and disease duration. When evaluated with a simulation, using an onset-specific MSSS improved statistical power in mixed cohorts. There were no significant differences by sex.
Conclusion: The differences in the disability accrual rate between progressive- and relapsing-onset MS have a significant effect on MSSS. An onset-specific MSSS should be used when comparing the rate of disability progression among progressive-onset cases and for mixed cohorts.
Keywords: Multiple Sclerosis Severity Score; Multiple sclerosis; disability progression; onset phenotype.
Similar articles
Pediatric Multiple Sclerosis Severity Score in a large US cohort.
Santoro JD, Waltz M, Aaen G, Belman A, Benson L, Gorman M, Goyal MS, Graves JS, Harris Y, Krupp L, Lotze T, Mar S, Moodley M, Ness J, Rensel M, Rodriguez M, Schreiner T, Tillema JM, Waubant E, Weinstock-Guttman B, Hurtubise BF, Roalstad S, Rose J, Casper TC, Chitnis T; US Network of Pediatric MS Centers.Neurology. 2020 Sep 29;95(13):e1844-e1853. doi: 10.1212/WNL.0000000000010414. Epub 2020 Jul 20.PMID: 32690790 Free PMC article.
Multiple Sclerosis Severity Score: using disability and disease duration to rate disease severity.
Roxburgh RH, Seaman SR, Masterman T, Hensiek AE, Sawcer SJ, Vukusic S, Achiti I, Confavreux C, Coustans M, le Page E, Edan G, McDonnell GV, Hawkins S, Trojano M, Liguori M, Cocco E, Marrosu MG, Tesser F, Leone MA, Weber A, Zipp F, Miterski B, Epplen JT, Oturai A, Sørensen PS, Celius EG, Lara NT, Montalban X, Villoslada P, Silva AM, Marta M, Leite I, Dubois B, Rubio J, Butzkueven H, Kilpatrick T, Mycko MP, Selmaj KW, Rio ME, Sá M, Salemi G, Savettieri G, Hillert J, Compston DA.Neurology. 2005 Apr 12;64(7):1144-51. doi: 10.1212/01.WNL.0000156155.19270.F8.PMID: 15824338
Baronica KB, Mlinac K, Ozretić D, Vladić A, Bognar SK.Coll Antropol. 2011 Jan;35 Suppl 1:11-6.PMID: 21648305
Disability profile of MS did not change over 10 years in a population-based prevalence cohort.
Pittock SJ, Mayr WT, McClelland RL, Jorgensen NW, Weigand SD, Noseworthy JH, Rodriguez M.Neurology. 2004 Feb 24;62(4):601-6. doi: 10.1212/wnl.62.4.601.PMID: 14981177 Review.
Mitoxantrone: a review of its use in multiple sclerosis.
Scott LJ, Figgitt DP.CNS Drugs. 2004;18(6):379-96. doi: 10.2165/00023210-200418060-00010.PMID: 15089110 Review.
Cited by
Access keysNCBI HomepageMyNCBI HomepageMain ContentMain Navigation
Search:0 results are available, use up and down arrow keys to navigate.Search
SaveEmail
Send to
Display options
Abstract PubMed PMID
full text links
actions
Cite
Collections
share
page navigation
Title & authors Abstract Similar articles Cited by MeSH terms LinkOut - more resources
Mult Scler
. 2020 Nov;26(13):1765-1774.
doi: 10.1177/1352458519881994. Epub 2019 Oct 31.
Redefining the Multiple Sclerosis Severity Score (MSSS): The effect of sex and onset phenotype
Yuan Zhou 1, Suzi B Claflin 1, Jim Stankovich 2, Ingrid van der Mei 1, Steve Simpson Jr 3, Richard H Roxburgh 4, Tomas Kalincik 5, Leigh Blizzard 1, Alessandra Lugaresi 6, Raed Alroughani 7, Seyed Aidin Sajedi 8, Helmut Butzkueven 2, Eugenio Pucci 9, Daniele LA Spitaleri 10, Franco Granella 11, Edgardo Cristiano 12, Bassem Yamout 13, Stella Hughes 14, Riadh Gouider 15, José Luis Sánchez Menoyo 16, Javier Olascoaga 17, Chris McGuigan 18, Cameron Shaw 19, Allan G Kermode 20, Krisztian Kasa 21, Talal Al-Harbi 22, Ayse Altintas 23, Guy Laureys 24, Yara Fragoso 25, Todd A Hardy 26, Tunde Csepany 27, Carmen-Adella Sirbu 28, Danny Decoo 29, Attila Sas 30, Jose C Alvarez-Cermeño 31, Karim Kotkata 32, Jorge Millán-Pascual 33, Bruce V Taylor 1
Affiliations expand
- PMID: 31668127
- DOI: 10.1177/1352458519881994
Abstract
Background: The Multiple Sclerosis Severity Score (MSSS) is a widely used measure of the disability progression rate. However, the global MSSS may not be the best basis for comparison between all patient groups.
Objective: We evaluated sex-specific and onset phenotype-specific MSSS matrices to determine if they were more effective than the global MSSS as a basis for comparison within these subsets.
Methods: Using a large international dataset of multiple sclerosis (MS) patient records and the original MSSS algorithm, we constructed global, sex-specific and onset phenotype-specific MSSS matrices. We compared matrices using permutation analysis.
Results: Our final dataset included 30,203 MS cases, with 28.9% males and 6.5% progressive-onset cases. Our global MSSS matrix did not differ from previously published data (p > 0.05). The progressive-onset-specific matrix differed significantly from the relapsing-onset-specific matrix (p < 0.001), with lower MSSS attributed to cases with the same Expanded Disability Status Score (EDSS) and disease duration. When evaluated with a simulation, using an onset-specific MSSS improved statistical power in mixed cohorts. There were no significant differences by sex.
Conclusion: The differences in the disability accrual rate between progressive- and relapsing-onset MS have a significant effect on MSSS. An onset-specific MSSS should be used when comparing the rate of disability progression among progressive-onset cases and for mixed cohorts.
Keywords: Multiple Sclerosis Severity Score; Multiple sclerosis; disability progression; onset phenotype.
Similar articles
Pediatric Multiple Sclerosis Severity Score in a large US cohort.
Santoro JD, Waltz M, Aaen G, Belman A, Benson L, Gorman M, Goyal MS, Graves JS, Harris Y, Krupp L, Lotze T, Mar S, Moodley M, Ness J, Rensel M, Rodriguez M, Schreiner T, Tillema JM, Waubant E, Weinstock-Guttman B, Hurtubise BF, Roalstad S, Rose J, Casper TC, Chitnis T; US Network of Pediatric MS Centers.Neurology. 2020 Sep 29;95(13):e1844-e1853. doi: 10.1212/WNL.0000000000010414. Epub 2020 Jul 20.PMID: 32690790 Free PMC article.
Multiple Sclerosis Severity Score: using disability and disease duration to rate disease severity.
Roxburgh RH, Seaman SR, Masterman T, Hensiek AE, Sawcer SJ, Vukusic S, Achiti I, Confavreux C, Coustans M, le Page E, Edan G, McDonnell GV, Hawkins S, Trojano M, Liguori M, Cocco E, Marrosu MG, Tesser F, Leone MA, Weber A, Zipp F, Miterski B, Epplen JT, Oturai A, Sørensen PS, Celius EG, Lara NT, Montalban X, Villoslada P, Silva AM, Marta M, Leite I, Dubois B, Rubio J, Butzkueven H, Kilpatrick T, Mycko MP, Selmaj KW, Rio ME, Sá M, Salemi G, Savettieri G, Hillert J, Compston DA.Neurology. 2005 Apr 12;64(7):1144-51. doi: 10.1212/01.WNL.0000156155.19270.F8.PMID: 15824338
Baronica KB, Mlinac K, Ozretić D, Vladić A, Bognar SK.Coll Antropol. 2011 Jan;35 Suppl 1:11-6.PMID: 21648305
Disability profile of MS did not change over 10 years in a population-based prevalence cohort.
Pittock SJ, Mayr WT, McClelland RL, Jorgensen NW, Weigand SD, Noseworthy JH, Rodriguez M.Neurology. 2004 Feb 24;62(4):601-6. doi: 10.1212/wnl.62.4.601.PMID: 14981177 Review.
Mitoxantrone: a review of its use in multiple sclerosis.
Scott LJ, Figgitt DP.CNS Drugs. 2004;18(6):379-96. doi: 10.2165/00023210-200418060-00010.PMID: 15089110 Review.
See all similar articles
Cited by
Alvarez-Sanchez N, Dunn SE.Curr Top Behav Neurosci. 2023;62:333-373. doi: 10.1007/7854_2022_324.PMID: 35467295
Vitkova M, Diouf I, Malpas C, Horakova D, Kubala Havrdova E, Patti F, Ozakbas S, Izquierdo G, Eichau S, Shaygannejad V, Onofrj M, Lugaresi A, Alroughani R, Prat A, Larochelle C, Girard M, Duquette P, Terzi M, Boz C, Grand'Maison F, Sola P, Ferraro D, Grammond P, Butzkueven H, Buzzard K, Skibina O, Yamout BI, Karabudak R, Gerlach O, Lechner-Scott J, Maimone D, Bergamaschi R, Van Pesch V, Iuliano G, Cartechini E, José Sà M, Ampapa R, Barnett M, Hughes SE, Ramo-Tello CM, Hodgkinson S, Spitaleri DLA, Petersen T, Butler EG, Slee M, McGuigan C, McCombe PA, Granella F, Cristiano E, Prevost J, Taylor BV, Sãnchez-Menoyo JL, Laureys G, Van Hijfte L, Vucic S, Macdonell RA, Gray O, Olascoaga J, Deri N, Fragoso YD, Shaw C, Kalincik T; MSBase Study Group.Neurology. 2022 Jun 14;98(24):e2401-e2412. doi: 10.1212/WNL.0000000000200545. Epub 2022 Apr 11.PMID: 35410900 Free PMC article.
In Utero Exposure to Environmental Tobacco Smoke Increases Neuroinflammation in Offspring.
Durão ACCDS, Brandão WN, Bruno V, W Spelta LE, Duro SO, Barreto Dos Santos N, Paranhos BAPB, Zanluqui NG, Yonamine M, Pierre Schatzmann Peron J, Munhoz CD, Marcourakis T.Front Toxicol. 2022 Jan 17;3:802542. doi: 10.3389/ftox.2021.802542. eCollection 2021.PMID: 35295109 Free PMC article.
Insights Into Patient Variability During Ivacaftor-Lumacaftor Therapy in Cystic Fibrosis.
Hanafin PO, Sermet-Gaudelus I, Griese M, Kappler M, Ellemunter H, Schwarz C, Wilson J, Tan M, Velkov T, Rao GG, Schneider-Futschik EK.Front Pharmacol. 2021 Aug 2;12:577263. doi: 10.3389/fphar.2021.577263. eCollection 2021.PMID: 34408649 Free PMC article.
Predisposing Factors for Sexual Dysfunction in Multiple Sclerosis.
Altmann P, Leutmezer F, Leithner K, Monschein T, Ponleitner M, Stattmann M, Rommer PS, Zrzavy T, Zulehner G, Berek K, Berger T, Bsteh G.Front Neurol. 2021 Feb 9;12:618370. doi: 10.3389/fneur.2021.618370. eCollection 2021.PMID: 33633671 Free PMC article.