Suppr超能文献

瑞典1923例多发性硬化症患者的疾病改善治疗轨迹及相关病假和残疾抚恤金情况

Trajectories of disease-modifying therapies and associated sickness absence and disability pension among 1923 people with multiple sclerosis in Sweden.

作者信息

Teni Fitsum Sebsibe, Machado Alejandra, Murley Chantelle, He Anna, Fink Katharina, Gyllensten Hanna, Glaser Anna, Alexanderson Kristina, Hillert Jan, Friberg Emilie

机构信息

Department of Clinical Neuroscience, Division of Insurance Medicine, Karolinska Institutet, Stockholm 171 77, Sweden.

Department of Clinical Neuroscience, Division of Insurance Medicine, Karolinska Institutet, Stockholm 171 77, Sweden.

出版信息

Mult Scler Relat Disord. 2023 Jan;69:104456. doi: 10.1016/j.msard.2022.104456. Epub 2022 Dec 9.

Abstract

BACKGROUND

There is limited information on the trajectories of disease-modifying therapy (DMT) use and their association with sickness absence and/or disability pension (SADP) among people with multiple sclerosis (PwMS). The objective of the study was to identify trajectories of DMT use over 10 years among PwMS, identify sociodemographic and clinical factors associated with the trajectories, and to assess the association between identified trajectories and SADP days.

METHODS

A longitudinal register-based study was conducted, on a prospective data set linked across six nationwide registers, assessing treatment courses of PwMS with DMTs for the 10 years following multiple sclerosis (MS) onset. The study included 1923 PwMS with MS onset in 2007-2010, when aged 19-56 years. In each 6-month-period, their treatment was categorized as before treatment, high-efficacy, non-high-efficacy, or no DMT. Sequence analysis was performed to identify sequences of the treatment categories and cluster them into different DMT trajectories. Cluster belonging, in relation to demographic and clinical characteristics, was assessed through log-multinomial regression analysis. The association of trajectories/cluster-belonging with SADP net days was assessed using generalized estimating equation (GEE) models.

RESULTS

Cluster analyses identified 4 trajectories of DMT use: long-term non-high-efficacy DMTs (38.6%), escalation to high-efficacy DMTs (31.2%), delayed start and escalation to high-efficacy DMTs (15.4%), and discontinued/ no DMT (14.2%). Age, MS type, expanded disability status scale (EDSS) score and the number of DMT switches were associated with cluster belonging. The youngest age group (18-25) were more likely to be in the escalation to high-efficacy cluster. People with primary progressive MS were more likely to be in the delayed start or discontinued/ no DMT cluster. Higher EDSS scores were associated to being in the other three clusters than in the long-term non-high-efficacy DMTs cluster. Higher number of DMT switches were associated with being in the escalation to high-efficacy DMTs cluster but less likely to be in the delayed start or discontinued/ no DMT clusters. Descriptive analyses showed a trend of fewer mean SADP days among PwMS using non-high-efficacy DMT than the other clusters about 9 years after onset. PwMS in the escalation to high-efficacy and discontinued/no DMT clusters had more SADP days. PwMS in the delayed start and escalation to high-efficacy DMTs cluster, started with fewer SADP days which increased over time. SADP days adjusted through GEE models showed trends comparable with the descriptive analysis.

CONCLUSION

This study described the long-term real-world trajectories of DMT use among PwMS in Sweden using sequence analysis and showed the association of the trajectories with SADP days as well as sociodemographic and clinical characteristics.

摘要

背景

关于疾病修饰治疗(DMT)的使用轨迹及其与多发性硬化症患者(PwMS)的病假缺勤和/或残疾抚恤金(SADP)之间的关联,目前信息有限。本研究的目的是确定PwMS在10年期间的DMT使用轨迹,识别与这些轨迹相关的社会人口统计学和临床因素,并评估所确定的轨迹与SADP天数之间的关联。

方法

进行了一项基于纵向登记的研究,该研究基于一个前瞻性数据集,该数据集与六个全国性登记处相关联,评估PwMS在多发性硬化症(MS)发病后10年使用DMT的治疗过程。该研究纳入了1923例在2007 - 2010年发病、年龄在19 - 56岁之间的PwMS。在每6个月的时间段内,他们的治疗被分类为治疗前、高效能、非高效能或无DMT。进行序列分析以识别治疗类别序列并将它们聚类为不同的DMT轨迹。通过对数多项回归分析评估聚类归属与人口统计学和临床特征的关系。使用广义估计方程(GEE)模型评估轨迹/聚类归属与SADP净天数之间的关联。

结果

聚类分析确定了4种DMT使用轨迹:长期非高效能DMT(38.6%)、升级至高效能DMT(31.2%)、延迟开始并升级至高效能DMT(15.4%)以及停用/无DMT(14.2%)。年龄、MS类型、扩展残疾状态量表(EDSS)评分和DMT转换次数与聚类归属相关。最年轻的年龄组(18 - 25岁)更有可能属于升级至高效能聚类。原发性进行性MS患者更有可能属于延迟开始或停用/无DMT聚类。较高的EDSS评分与属于其他三个聚类而非长期非高效能DMT聚类相关。较高的DMT转换次数与升级至高效能DMT聚类相关,但不太可能属于延迟开始或停用/无DMT聚类。描述性分析显示,在发病后约9年,使用非高效能DMT的PwMS的平均SADP天数有少于其他聚类的趋势。升级至高效能和停用/无DMT聚类的PwMS有更多的SADP天数。延迟开始并升级至高效能DMT聚类的PwMS开始时SADP天数较少,且随时间增加。通过GEE模型调整后的SADP天数显示出与描述性分析相当的趋势。

结论

本研究使用序列分析描述了瑞典PwMS中DMT使用的长期真实世界轨迹,并显示了这些轨迹与SADP天数以及社会人口统计学和临床特征之间的关联。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验