Evidence map›Paper›PMID 41581017›Full record

ArticleJournal of sleep research2026

Electromyography Frequency Spectrum Is a Better Indicator of Sleep Bruxism Severity Related to Temporomandibular Disorder Pain Than Conventional Masticatory Muscle Activation and Bruxism Time Indices-A Pilot Study.

Minna Pitkänen, Miro Rytkönen, Tomi Miettinen, Jari Ahlberg, Frank Lobbezoo, Katja Myllymaa, Juha Töyräs, Timo Leppänen, Sami Myllymaa

Abstract read
In one paragraph

Article in Journal of sleep research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Minna PitkänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-1716-3909
Miro RytkönenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0009-0002-8286-8876
Tomi MiettinenComprehensive Cancer Center, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.ORCID 0000-0002-8896-4431
Jari AhlbergDepartment of Oral and Maxillofacial Diseases, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-6052-0441
Frank LobbezooDepartment of Orofacial Pain & Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0001-9877-7640
Katja MyllymaaDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-5780-1982
Juha TöyräsDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-8035-1606
Timo LeppänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-4017-821X
Sami MyllymaaDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-9779-4358

Funding

Foundation of the Finnish Anti-Tuberculosis AssociationResearch Council of Finland 361199Research Foundation of the Pulmonary DiseasesSelma and Maja-Lisa Selander's Fund (Minerva Foundation)Sigrid Jusélius FoundationState Research Funding for University-Level Health Research, Kuopio University Hospital, Wellbeing Services County of North Savo 5041797State Research Funding for University-Level Health Research, Kuopio University Hospital, Wellbeing Services County of North Savo 5041803State Research Funding for University-Level Health Research, Kuopio University Hospital, Wellbeing Services County of North Savo 5041820State Research Funding for University-Level Health Research, Kuopio University Hospital, Wellbeing Services County of North Savo 50TP012
6 · The paper itself

Abstract

Sleep bruxism (SB) has been reportedly associated with temporomandibular disorder (TMD); however, solid evidence is lacking. Previous studies have primarily used traditional metrics, such as the masticatory muscle activity (MMA) index and bruxism time index (BTI) to investigate the link between SB and TMD. However, we aimed to examine how the electromyography (EMG) frequency spectrum is associated with TMD in SB participants. We hypothesised that the EMG signal frequencies during MMA events would be lower in SB participants with TMD pain compared to those without TMD pain. In this exploratory study, we retrospectively analysed home polysomnography data from 44 participants who indicated possible SB. The median signal frequencies and absolute power were calculated using the Fast Fourier Transform of the EMG signals during MMA events. Moreover, the MMA index and BTI were calculated, and all parameters were compared between SB participants with and without TMD pain. The results showed that the absolute power and median frequencies were significantly lower in SB participants with TMD pain compared to those without TMD pain (p < 0.05), whereas the MMA index and BTI did not differ between the groups (p > 0.05). These findings suggest that masticatory muscles are getting fatigued in TMD participants with SB and therefore, EMG frequency-based analysis may provide a promising direction for future assessment of TMD consequences of SB. However, these preliminary results should be validated in future studies involving a larger and more heterogeneous pool of participants.

Indexed as

ElectromyographyMasticatory MusclesSleep BruxismTemporomandibular Joint DisordersAdultFemaleHumansMaleMiddle AgedPilot ProjectsPolysomnographyRetrospective StudiesSeverity of Illness Indexbruxismelectromyographyfrequency spectrumpaintemporomandibular disorders

Identifiers

PMID41581017
PMCPMC13357957

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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.