Finnish Registry-Based Protocol for Screening and Management of Fatigue and Cognitive Problems in Multiple Sclerosis: Observational Study

dc.contributor.authorHämäläinen, Päivi
dc.contributor.authorLämsä, Elina
dc.contributor.authorViitala, Matias
dc.contributor.authorKuusisto, Hanna
dc.contributor.authorNiiranen, Marja
dc.contributor.authorAvikainen, Sari
dc.contributor.authorPuustinen, Juha
dc.contributor.authorRyytty, Mervi
dc.contributor.authorRuutiainen, Juhani
dc.contributor.authorSoilu-Hänninen, Merja
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=kliiniset neurotieteet|en=Clinical Neurosciences|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.74845969893
dc.converis.publication-id500018307
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/500018307
dc.date.accessioned2026-01-21T12:35:40Z
dc.date.available2026-01-21T12:35:40Z
dc.description.abstract<p><b>Background:</b><br></p><p>Digital patient registries are actively used to monitor long-term diseases. However, their potential in symptom management remains underused.</p><p><b>Objective:</b><br></p><p>This study aimed to report on the Finnish registry-based protocol to screen and manage cognitive symptoms and fatigue in multiple sclerosis (MS). Data on a sample collected during the first 2 years are presented.</p><p><b>Methods:</b><br></p><p>At the beginning of 2021, a Finnish protocol to screen and manage patient-perceived concerns related to cognition and fatigue, together with self-assessment of disease severity, symptoms, and quality of life (QoL) annually, was introduced. The Symbol Digit Modalities Test (SDMT), the Multiple Sclerosis Neuropsychological Questionnaire (MSNQ), the Fatigue Scale for Motor and Cognitive Functions (FSMC), as well as the Patient-Reported Expanded Disability Status Scale, the Visual Analog Scales, and the Euro QoL-5 Dimension were implemented into the Finnish MS registry. To support symptom management, patients were offered feedback reports based on the results of the FSMC and the MSNQ. The implementation of the protocol was evaluated in 5 Finnish wellbeing services counties.</p><p><b>Results:</b><br></p><p>Our sample from the beginning of 2021 to the end of 2022 includes data on 430 patients. A total of 86 (20%) patients have been assessed with the SDMT, whereas 329 (76.5%) patients have filled out the FSMC, and 172 (40.0%) patients have completed the MSNQ. The mean SDMT score is 49.0 (SD 13.56), MSNQ score is 35.3 (SD 9.39), total FSMC score is 63.0 (SD 22.49), and subscores for motor and cognitive fatigue are 31.6 (SD 11.43) and 31.5 (SD 11.68), respectively. The SDMT did not correlate with the MSNQ or the FSMC. Instead, the SDMT, MSNQ, and the FSMC correlated significantly with QoL.</p><p><b>Conclusions:</b><br></p><p>Fatigue and cognitive problems have an effect on QoL. In our preliminary sample, patient reports of cognitive problems and especially fatigue were conducted more frequently than the objective evaluation of processing speed. Although the Finnish MS registry offers a digital platform for the systematic screening of fatigue and cognitive problems, further education is needed to support the implementation of the protocol.</p>
dc.identifier.eissn2292-9495
dc.identifier.jour-issn2292-9495
dc.identifier.olddbid212711
dc.identifier.oldhandle10024/195729
dc.identifier.urihttps://www.utupub.fi/handle/11111/53149
dc.identifier.urlhttps://doi.org/10.2196/67990
dc.identifier.urnURN:NBN:fi-fe202601217083
dc.language.isoen
dc.okm.affiliatedauthorPuustinen, Juha
dc.okm.affiliatedauthorSoilu-Hänninen, Merja
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3124 Neurology and psychiatryen_GB
dc.okm.discipline3124 Neurologia ja psykiatriafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherJMIR Publications Inc.
dc.publisher.countryCanadaen_GB
dc.publisher.countryKanadafi_FI
dc.publisher.country-codeCA
dc.relation.articlenumbere67990
dc.relation.doi10.2196/67990
dc.relation.ispartofjournalJMIR Human Factors
dc.relation.volume12
dc.source.identifierhttps://www.utupub.fi/handle/10024/195729
dc.titleFinnish Registry-Based Protocol for Screening and Management of Fatigue and Cognitive Problems in Multiple Sclerosis: Observational Study
dc.year.issued2025

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