Evidence map›Paper›PMID 40845243›Full record

Observational studyJMIR human factors2025

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

Päivi Hämäläinen, Elina Lämsä, Matias Viitala, Hanna Kuusisto, Marja Niiranen, Sari Avikainen, Juha Puustinen, Mervi Ryytty, Juhani Ruutiainen, Merja Soilu-Hänninen

Abstract readObservational Study
In one paragraph

Observational study in JMIR human factors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Evaluation of patient-perceived fatigue in multiple sclerosis utilizing the Finnish MS registry.Multiple sclerosis journal - experimental, translational and clinical
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Päivi HämäläinenStellarQ Ltd, Eerikinkatu 3 A, Turku, 20100, Finland, 358 408671566.ORCID 0000-0002-9020-4650
Elina LämsäNovartis Finland, Espoo, Finland.ORCID 0000-0001-9591-7142
Matias ViitalaStellarQ Ltd, Eerikinkatu 3 A, Turku, 20100, Finland, 358 408671566.ORCID 0000-0003-2854-2410
Hanna KuusistoDepartment of Health and Social Management, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-3697-4961
Marja NiiranenNeuro Center, Neurology, Kuopio University Hospital, Kuopio, Finland.ORCID 0000-0001-8674-020X
Sari AvikainenNeurology, Nova Hospital in Central Finland, Jyväskylä, Finland.ORCID 0009-0004-2550-3891
Juha PuustinenUnit of Neurology, Satasairaala Central Hospital, Satakunta Wellbeing Services County, Pori, Finland.ORCID 0000-0002-4033-1539
Mervi RyyttyMedical Research Center and Neurocenter, Oulu University Hospital, Oulu, Finland.ORCID 0009-0003-3814-371X
Juhani RuutiainenFinnish Neuro Society, Masku, Finland.ORCID 0009-0006-6422-1824
Merja Soilu-HänninenClinical Neurosciences, University of Turku, Turku, Finland.ORCID 0000-0001-6930-0229

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital patient registries are actively used to monitor long-term diseases. However, their potential in symptom management remains underused. Objective: 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. Methods: 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. Results: 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. Conclusions: 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.

Indexed as

Cognitive DysfunctionFatigueMultiple SclerosisRegistriesAdultFemaleFinlandHumansMaleMiddle AgedQuality of Lifecognitiondigital healthelectronic health recordsfatiguemultiple sclerosispatient-generated data

Identifiers

PMID40845243
PMCPMC12373260

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.