Integrating patient-reported outcomes and quantitative timed tasks to identify relapsing remitting multiple sclerosis patient subgroups: a latent profile analysis

Author(s):  
Farren B.S. Briggs ◽  
Devon S. Conway ◽  
Alessandro S. De Nadai ◽  
Daniel Ontaneda ◽  
Douglas D. Gunzler
2014 ◽  
Vol 2014 ◽  
pp. 1-8 ◽  
Author(s):  
Angela E. Williams ◽  
Jeffrey T. Vietri ◽  
Gina Isherwood ◽  
Armando Flor

Background. A variety of symptoms have been reported, but the prevalence of specific symptoms in relapsing-remitting multiple sclerosis (RRMS), how they are related to one another, and their impact on patient reported outcomes is not well understood.Objective. To describe how symptoms of RRMS cooccur and their impact on patient-reported outcomes.Methods. Individuals who reported a physician diagnosis of RRMS in a large general health survey in the United States indicated the symptoms they experience because of RRMS and completed validated scales, including the work productivity and activity impairment questionnaire and either the SF-12v2 or SF-36v2. Symptom clusters were identified through hierarchical cluster analysis, and the relationship between clusters and outcomes was assessed through regression.Results. Fatigue, difficulty walking, and numbness were the most commonly reported symptoms. Seven symptom clusters were identified, and several were significantly related to patient reported outcomes. Pain, muscle spasms, and stiffness formed a cluster strongly related to physical quality of life; depression was strongly related to mental quality of life and cognitive difficulty was associated with work impairment.Conclusions. Symptoms in RRMS show a strong relationship with quality of life and should be taken into consideration in treatment decisions and evaluation of treatment success.


Medicine ◽  
2020 ◽  
Vol 99 (28) ◽  
pp. e21212
Author(s):  
Giangaetano D’Aleo ◽  
Carmela Rifici ◽  
Antonina Donato ◽  
Francesco Corallo ◽  
Marcella Di Cara ◽  
...  

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