TY - JOUR
T1 - Proportion and characteristics of secondary progressive multiple sclerosis in five European registries using objective classifiers
AU - Forsberg, Lars
AU - Spelman, Tim
AU - Klyve, Pernilla
AU - Manouchehrinia, Ali
AU - Ramanujam, Ryan
AU - Mouresan, Elena
AU - Drahota, Jiri
AU - Horakova, Dana
AU - Joensen, Hanna
AU - Pontieri, Luigi
AU - Magyari, Melinda
AU - Ellenberger, David
AU - Stahmann, Alexander
AU - Rodgers, Jeff
AU - Witts, James
AU - Middleton, Rod
AU - Nicholas, Richard
AU - Bezlyak, Vladimir
AU - Adlard, Nicholas
AU - Hach, Thomas
AU - Lines, Carol
AU - Vukusic, Sandra
AU - Soilu-Hänninen, Merja
AU - van der Walt, Anneke
AU - Butzkueven, Helmut
AU - Iaffaldano, Pietro
AU - Trojano, Maria
AU - Glaser, Anna
AU - Hillert, Jan
AU - SPMS Research Collaboration Network
N1 - © The Author(s), 2023.
PY - 2023/2/16
Y1 - 2023/2/16
N2 - BACKGROUND: To assign a course of secondary progressive multiple sclerosis (MS) (SPMS) may be difficult and the proportion of persons with SPMS varies between reports. An objective method for disease course classification may give a better estimation of the relative proportions of relapsing-remitting MS (RRMS) and SPMS and may identify situations where SPMS is under reported.MATERIALS AND METHODS: Data were obtained for 61,900 MS patients from MS registries in the Czech Republic, Denmark, Germany, Sweden, and the United Kingdom (UK), including date of birth, sex, SP conversion year, visits with an Expanded Disability Status Scale (EDSS) score, MS onset and diagnosis date, relapses, and disease-modifying treatment (DMT) use. We included RRMS or SPMS patients with at least one visit between January 2017 and December 2019 if ≥ 18 years of age. We applied three objective methods: A set of SPMS clinical trial inclusion criteria ("EXPAND criteria") modified for a real-world evidence setting, a modified version of the MSBase algorithm, and a decision tree-based algorithm recently published.RESULTS: The clinically assigned proportion of SPMS varied from 8.7% (Czechia) to 34.3% (UK). Objective classifiers estimated the proportion of SPMS from 15.1% (Germany by the EXPAND criteria) to 58.0% (UK by the decision tree method). Due to different requirements of number of EDSS scores, classifiers varied in the proportion they were able to classify; from 18% (UK by the MSBase algorithm) to 100% (the decision tree algorithm for all registries). Objectively classified SPMS patients were older, converted to SPMS later, had higher EDSS at index date and higher EDSS at conversion. More objectively classified SPMS were on DMTs compared to the clinically assigned.CONCLUSION: SPMS appears to be systematically underdiagnosed in MS registries. Reclassified patients were more commonly on DMTs.
AB - BACKGROUND: To assign a course of secondary progressive multiple sclerosis (MS) (SPMS) may be difficult and the proportion of persons with SPMS varies between reports. An objective method for disease course classification may give a better estimation of the relative proportions of relapsing-remitting MS (RRMS) and SPMS and may identify situations where SPMS is under reported.MATERIALS AND METHODS: Data were obtained for 61,900 MS patients from MS registries in the Czech Republic, Denmark, Germany, Sweden, and the United Kingdom (UK), including date of birth, sex, SP conversion year, visits with an Expanded Disability Status Scale (EDSS) score, MS onset and diagnosis date, relapses, and disease-modifying treatment (DMT) use. We included RRMS or SPMS patients with at least one visit between January 2017 and December 2019 if ≥ 18 years of age. We applied three objective methods: A set of SPMS clinical trial inclusion criteria ("EXPAND criteria") modified for a real-world evidence setting, a modified version of the MSBase algorithm, and a decision tree-based algorithm recently published.RESULTS: The clinically assigned proportion of SPMS varied from 8.7% (Czechia) to 34.3% (UK). Objective classifiers estimated the proportion of SPMS from 15.1% (Germany by the EXPAND criteria) to 58.0% (UK by the decision tree method). Due to different requirements of number of EDSS scores, classifiers varied in the proportion they were able to classify; from 18% (UK by the MSBase algorithm) to 100% (the decision tree algorithm for all registries). Objectively classified SPMS patients were older, converted to SPMS later, had higher EDSS at index date and higher EDSS at conversion. More objectively classified SPMS were on DMTs compared to the clinically assigned.CONCLUSION: SPMS appears to be systematically underdiagnosed in MS registries. Reclassified patients were more commonly on DMTs.
UR - http://www.scopus.com/inward/record.url?scp=85148534117&partnerID=8YFLogxK
U2 - 10.1177/20552173231153557
DO - 10.1177/20552173231153557
M3 - Journal article
C2 - 36816812
SN - 2055-2173
VL - 9
SP - 1
EP - 10
JO - Multiple sclerosis journal - experimental, translational and clinical
JF - Multiple sclerosis journal - experimental, translational and clinical
IS - 1
M1 - 20552173231153557
ER -