Evidence map›Paper›PMID 40839688›Full record

ArticlePloS one2025

Flexible PVDF sensors for bruxism bite force measurement: A redefined instrumental approach.

Bernardo Flores-Ramírez, Ernesto Suaste-Gómez, Víctor García-Limón, Fernando Angeles-Medina

Abstract read
In one paragraph

Article in PloS one, 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. Review
  2. Review
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

4 authors.

Bernardo Flores-RamírezDepartment of Electrical Engineering, Section Bioelectronics, Center for Research and Advanced Studies (CINVESTAV), Mexico City, Mexico.
Ernesto Suaste-GómezDepartment of Electrical Engineering, Section Bioelectronics, Center for Research and Advanced Studies (CINVESTAV), Mexico City, Mexico.ORCID https://orcid.org/0000-0002-3747-5312
Víctor García-LimónDepartment of Electrical Engineering, Section Bioelectronics, Center for Research and Advanced Studies (CINVESTAV), Mexico City, Mexico.
Fernando Angeles-MedinaDivision of Postgraduate Studies and Research, Odontology Faculty, National Autonomous University of Mexico (UNAM), Mexico City, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bruxism, characterized by involuntary clenching or grinding teeth, is a prevalent condition primarily associated with oral health consequences such as dental wear, temporomandibular disorders (TMD), and masticatory muscle pain, while also being linked secondarily to tension-type headaches and sleep disturbances. Accurate measurement of bite force is valuable for assessing bruxism severity, understanding its biomechanical effects, and evaluating treatment outcomes. However, existing measurement methods often lack practicality for continuous or real-time monitoring. This study introduces a novel, noninvasive approach using flexible polyvinylidene fluoride (PVDF) capacitive sensors, leveraging PVDF's piezoelectric properties to correlate bite force with the output frequency of a precision timer circuit. Experimental results demonstrated the sensor's ability to measure bite forces in two bruxism scenarios. Static tests simulating clenching forces (0-80 kg) demonstrated sensor sensitivities of 0.0051-0.00533 × 103 Hz/kg, while dynamic tests simulating grinding motions (0-24 kg at 1 Hz) showed sensitivities of 0.0052-0.01019 × 103 Hz/kg. While the sensor demonstrated high sensitivity in static loading, its response to rapid force fluctuations was non-linear, suggesting a need for further optimization in dynamic applications. The sensors effectively tracked. real-time force variations while accounting for PVDF's viscoelastic properties and minimizing thermal effects. The proposed sensor system offers flexibility and biocompatibility, making it ideal for real-time monitoring. This innovative system for measuring bite force in bruxism-simulated scenarios represents a step forward in objectively assessing this masticatory behavior. Future work will focus on integrating the sensor with digital health tools and exploring its use in detecting other valuable variables in the oral cavity.

Indexed as

Bite ForceBruxismPolyvinylsFluorocarbon PolymersHumansFluorocarbon Polymerspolyvinylidene fluoridePolyvinyls

Identifiers

PMID40839688
PMCPMC12370117

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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.