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Predominant cognitive phenotypes in multiple sclerosis: Insights from patient-centered outcomes
- Publication Year :
- 2021
-
Abstract
- Background Since combining information from different domains could be useful to increase prediction accuracy over and above what can be achieved at the level of single category of markers, this study aimed to identify distinct and predominant subtypes, i.e., cognitive phenotypes, in people with multiple sclerosis (PwMS) considering both cognitive impairment and mood disorders. Methods A latent class analysis (LCA) was applied on data from 872 PwMS who were tested with Montreal Cognitive Assessment (MoCA), Symbol Digit Modalities Test (SDMT) and Hospital Anxiety and Depression Scale (HADS). Furthermore, the distribution of demographic (i.e., age, gender, years of education) and clinical characteristics (i.e., disease duration, disease course, disability level) was examined amongst the identified phenotypes. Results Based on model fit and parsimony criteria, LCA identified four cognitive phenotypes: 1) only memory difficulties (n = 247; 28.3%); 2) minor memory and language deficits with mood disorders (n = 185; 21.2%); 3) moderate memory, language and attention impairments (n = 164; 18.8%); 4) severe memory, language, attention, information processing and executive functions difficulties (n = 276; 31.7%). Conclusions Since less is known about the progressive deterioration of cognition in PwMS, a taxonomy of distinct subtypes that consider information from different clustered domains (i.e., cognition and mood) represents both a challenge and opportunity for an advanced understanding of cognitive impairments and development of tailored cognitive treatments in MS.
- Subjects :
- Neuropsychological Tests
Hospital Anxiety and Depression Scale
Multiple sclerosis
03 medical and health sciences
0302 clinical medicine
Cognition
Cognitive phenotype
Latent class analysis
Patient-Centered Care
medicine
Humans
Cognitive Dysfunction
030212 general & internal medicine
business.industry
Patient-centered outcomes
Montreal Cognitive Assessment
General Medicine
medicine.disease
Executive functions
Latent class model
Mood
Cognitive impairment
Phenotype
Neurology
Mood disorders
Multiple Sclerosis
Neurology (clinical)
business
030217 neurology & neurosurgery
Clinical psychology
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....b105dc2ce515e3dcfc873e8c48aa7f90