使用客观分类器的五个欧洲注册中心的继发性进行性多发性硬化的比例和特征。

Lars Forsberg, Tim Spelman, Pernilla Klyve, Ali Manouchehrinia, Ryan Ramanujam, Elena Mouresan, Jiri Drahota, Dana Horakova, Hanna Joensen, Luigi Pontieri, Melinda Magyari, David Ellenberger, Alexander Stahmann, Jeff Rodgers, James Witts, Rod Middleton, Richard Nicholas, Vladimir Bezlyak, Nicholas Adlard, Thomas Hach, Carol Lines, Sandra Vukusic, Merja Soilu-Hänninen, Anneke van der Walt, Helmut Butzkueven, Pietro Iaffaldano, Maria Trojano, Anna Glaser, Jan Hillert
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引用次数: 2

摘要

背景:继发性进行性多发性硬化症(MS) (SPMS)的病程划分可能是困难的,SPMS患者的比例在不同的报告中有所不同。一种客观的病程分类方法可以更好地估计复发缓解型多发性硬化症(RRMS)和复发缓解型多发性硬化症(SPMS)的相对比例,并可以识别未报告SPMS的情况。材料和方法:从捷克共和国、丹麦、德国、瑞典和英国的MS登记处获得61,900例MS患者的数据,包括出生日期、性别、SP转换年份、以扩展残疾状态量表(EDSS)评分就诊、MS发病和诊断日期、复发和疾病改善治疗(DMT)使用情况。我们纳入了在2017年1月至2019年12月期间至少有一次就诊的RRMS或SPMS患者,如果年龄≥18岁。我们采用了三种客观方法:一套针对现实世界证据设置修改的SPMS临床试验纳入标准(“EXPAND标准”),一套修改版本的MSBase算法,以及最近发表的基于决策树的算法。结果:临床分配的SPMS比例从捷克的8.7%到英国的34.3%不等。客观分类器估计SPMS的比例从15.1%(德国采用EXPAND标准)到58.0%(英国采用决策树方法)。由于对EDSS分数数量的要求不同,分类者能够分类的比例也不同;从18%(英国的MSBase算法)到100%(所有注册中心的决策树算法)。客观分类的SPMS患者年龄较大,转换为SPMS较晚,在索引日期EDSS较高,转换时EDSS较高。与临床分配相比,更客观分类的SPMS在dmt上。结论:在多发性硬化症登记中,SPMS似乎被系统性地低估了。重新分类的患者更常见于dmt。
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Proportion and characteristics of secondary progressive multiple sclerosis in five European registries using objective classifiers.

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.

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来源期刊
CiteScore
4.70
自引率
0.00%
发文量
54
审稿时长
15 weeks
期刊最新文献
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