Cargando…

Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis

BACKGROUND: Fatigue is a common symptom of many diseases, including multiple sclerosis. It manifests as a cognitive or physical condition. Fatigue is poorly understood, and effective therapies are missing. Furthermore, there is a lack of methods to measure fatigue objectively. Fatigability, the meas...

Descripción completa

Detalles Bibliográficos
Autores principales: Barrios, Liliana, Amon, Rok, Oldrati, Pietro, Hilty, Marc, Holz, Christian, Lutterotti, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421030/
https://www.ncbi.nlm.nih.gov/pubmed/36046638
http://dx.doi.org/10.1177/20552076221117740
_version_ 1784777503947096064
author Barrios, Liliana
Amon, Rok
Oldrati, Pietro
Hilty, Marc
Holz, Christian
Lutterotti, Andreas
author_facet Barrios, Liliana
Amon, Rok
Oldrati, Pietro
Hilty, Marc
Holz, Christian
Lutterotti, Andreas
author_sort Barrios, Liliana
collection PubMed
description BACKGROUND: Fatigue is a common symptom of many diseases, including multiple sclerosis. It manifests as a cognitive or physical condition. Fatigue is poorly understood, and effective therapies are missing. Furthermore, there is a lack of methods to measure fatigue objectively. Fatigability, the measurable decline in performance during a task, has been suggested as a complementary method to quantify fatigue. OBJECTIVE: To develop a new and objective measurement of cognitive fatigability and investigate its association with perceived fatigue. METHODS: We introduced the cognitive fatigability assessment test (cFAST), a novel smartphone-based test to quantify cognitive fatigability. Forty-two people with multiple sclerosis (23 fatigued and 19 non-fatigued, defined by the Fatigue Scale for Motor and Cognitive Functions) took part in our validation study. Patients completed cFAST twice. We used t-tests, Monte Carlo sampling, and area under the receiver operating characteristic curves to evaluate our approach using two sets of proposed metrics. RESULTS: When classifying fatigue, our fatigability metric Δresponse time has a mean area under the receiver operating characteristic curve of 0.74 (95% CI 0.64–0.84), making it the best performing metric for this task. Furthermore, Δresponse time shows a statistically significant difference between the fatigued and non-fatigued groups (t = 2.27, P = .03). Particularly, cognitively-fatigued patients decline in performance, while non-fatigued patients do not. CONCLUSIONS: We introduce cFAST, a new instrument to quantify cognitive fatigability. Our pilot study provides evidence that cognitive fatigability assessment test produces a quantifiable drop in cognitive performance in a short period. Furthermore, our results indicate that cFAST may have the potential to serve as a surrogate for subjective cognitive fatigue. cFAST is significantly shorter than the existing fatigability assessments and does not require specialized equipment. Thus, it could enable frequent and remote monitoring, which could substantially aid clinicians in better understanding and treating fatigue.
format Online
Article
Text
id pubmed-9421030
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher SAGE Publications
record_format MEDLINE/PubMed
spelling pubmed-94210302022-08-30 Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis Barrios, Liliana Amon, Rok Oldrati, Pietro Hilty, Marc Holz, Christian Lutterotti, Andreas Digit Health Original Research BACKGROUND: Fatigue is a common symptom of many diseases, including multiple sclerosis. It manifests as a cognitive or physical condition. Fatigue is poorly understood, and effective therapies are missing. Furthermore, there is a lack of methods to measure fatigue objectively. Fatigability, the measurable decline in performance during a task, has been suggested as a complementary method to quantify fatigue. OBJECTIVE: To develop a new and objective measurement of cognitive fatigability and investigate its association with perceived fatigue. METHODS: We introduced the cognitive fatigability assessment test (cFAST), a novel smartphone-based test to quantify cognitive fatigability. Forty-two people with multiple sclerosis (23 fatigued and 19 non-fatigued, defined by the Fatigue Scale for Motor and Cognitive Functions) took part in our validation study. Patients completed cFAST twice. We used t-tests, Monte Carlo sampling, and area under the receiver operating characteristic curves to evaluate our approach using two sets of proposed metrics. RESULTS: When classifying fatigue, our fatigability metric Δresponse time has a mean area under the receiver operating characteristic curve of 0.74 (95% CI 0.64–0.84), making it the best performing metric for this task. Furthermore, Δresponse time shows a statistically significant difference between the fatigued and non-fatigued groups (t = 2.27, P = .03). Particularly, cognitively-fatigued patients decline in performance, while non-fatigued patients do not. CONCLUSIONS: We introduce cFAST, a new instrument to quantify cognitive fatigability. Our pilot study provides evidence that cognitive fatigability assessment test produces a quantifiable drop in cognitive performance in a short period. Furthermore, our results indicate that cFAST may have the potential to serve as a surrogate for subjective cognitive fatigue. cFAST is significantly shorter than the existing fatigability assessments and does not require specialized equipment. Thus, it could enable frequent and remote monitoring, which could substantially aid clinicians in better understanding and treating fatigue. SAGE Publications 2022-08-25 /pmc/articles/PMC9421030/ /pubmed/36046638 http://dx.doi.org/10.1177/20552076221117740 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Barrios, Liliana
Amon, Rok
Oldrati, Pietro
Hilty, Marc
Holz, Christian
Lutterotti, Andreas
Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis
title Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis
title_full Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis
title_fullStr Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis
title_full_unstemmed Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis
title_short Cognitive fatigability assessment test (cFAST): Development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis
title_sort cognitive fatigability assessment test (cfast): development of a new instrument to assess cognitive fatigability and pilot study on its association to perceived fatigue in multiple sclerosis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421030/
https://www.ncbi.nlm.nih.gov/pubmed/36046638
http://dx.doi.org/10.1177/20552076221117740
work_keys_str_mv AT barriosliliana cognitivefatigabilityassessmenttestcfastdevelopmentofanewinstrumenttoassesscognitivefatigabilityandpilotstudyonitsassociationtoperceivedfatigueinmultiplesclerosis
AT amonrok cognitivefatigabilityassessmenttestcfastdevelopmentofanewinstrumenttoassesscognitivefatigabilityandpilotstudyonitsassociationtoperceivedfatigueinmultiplesclerosis
AT oldratipietro cognitivefatigabilityassessmenttestcfastdevelopmentofanewinstrumenttoassesscognitivefatigabilityandpilotstudyonitsassociationtoperceivedfatigueinmultiplesclerosis
AT hiltymarc cognitivefatigabilityassessmenttestcfastdevelopmentofanewinstrumenttoassesscognitivefatigabilityandpilotstudyonitsassociationtoperceivedfatigueinmultiplesclerosis
AT holzchristian cognitivefatigabilityassessmenttestcfastdevelopmentofanewinstrumenttoassesscognitivefatigabilityandpilotstudyonitsassociationtoperceivedfatigueinmultiplesclerosis
AT lutterottiandreas cognitivefatigabilityassessmenttestcfastdevelopmentofanewinstrumenttoassesscognitivefatigabilityandpilotstudyonitsassociationtoperceivedfatigueinmultiplesclerosis