Evidence map›Paper›PMID 38258205›Full record

ArticleMicromachines2023

Application of Braided Piezoelectric Poly-l-Lactic Acid Cord Sensor to Sleep Bruxism Detection System with Less Physical or Mental Stress.

Yoshiro Tajitsu, Saki Shimda, Takuto Nonomura, Hiroki Yanagimoto, Shun Nakamura, Ryoma Ueshima, Miyu Kawanobe, Takuo Nakiri, Jun Takarada, Osamu Takeuchi and 4 more

Abstract read
In one paragraph

Article in Micromachines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Research on Flexible Sensors for Wearable Devices: A Review.Nanomaterials (Basel, Switzerland) · 2025
    Review
  4. 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

14 authors.

Yoshiro TajitsuElectrical Engineering Department, Graduate School of Science and Engineering, Kansai University, Osaka 564-8680, Japan.ORCID 0000-0001-7940-1488
Saki ShimdaNishikawa Co., Ltd., Chuo, Tokyo 103-0006, Japan.
Takuto NonomuraNishikawa Co., Ltd., Chuo, Tokyo 103-0006, Japan.
Hiroki YanagimotoElectrical Engineering Department, Graduate School of Science and Engineering, Kansai University, Osaka 564-8680, Japan.
Shun NakamuraElectrical Engineering Department, Graduate School of Science and Engineering, Kansai University, Osaka 564-8680, Japan.
Ryoma UeshimaElectrical Engineering Department, Graduate School of Science and Engineering, Kansai University, Osaka 564-8680, Japan.
Miyu KawanobeElectrical Engineering Department, Graduate School of Science and Engineering, Kansai University, Osaka 564-8680, Japan.
Takuo NakiriElectrical Engineering Department, Graduate School of Science and Engineering, Kansai University, Osaka 564-8680, Japan.
Jun TakaradaElectrical Engineering Department, Graduate School of Science and Engineering, Kansai University, Osaka 564-8680, Japan.
Osamu TakeuchiFaculty of Foreign Language Studies, Kansai University, Osaka 564-8680, Japan.
Rei NishoTeijin Frontier Co., Ltd., Kita, Osaka 530-8605, Japan.
Koji TakeshitaTeijin Frontier Co., Ltd., Kita, Osaka 530-8605, Japan.
Mitsuru TakahashiRevoneo LLC, Fushimi, Kyoto 600-8086, Japan.
Kazuki SugiyamaRevoneo LLC, Fushimi, Kyoto 600-8086, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For many years, we have been developing flexible sensors made of braided piezoelectric poly-l-lactic acid (PLLA) fibers that can be tied and untied for practical applications in society. To ensure good quality of sleep, the occurrence of bruxism has been attracting attention in recent years. Currently, there is a need for a system that can easily and accurately measure the frequency of bruxism at home. Therefore, taking advantage of the braided piezoelectric PLLA cord sensor's unique characteristic of being sewable, we aimed to provide a system that can measure the frequency of bruxism using the braided piezoelectric PLLA cord sensor simply sewn onto a bed sheet on which the subject lies down. After many tests using trial and error, the sheet sensor was completed with zigzag stitching. Twenty subjects slept overnight in a hospital room on sheets integrated with a braided piezoelectric PLLA cord. Polysomnography (PSG) was simultaneously performed on these subjects. The results showed that their bruxism could be detected with an accuracy of more than 95% compared with PSG measurements, which can only be performed in a hospital by a physician and are more burdensome for the subjects, with the subjects simply lying on the bed sheet with a braided piezoelectric PLLA cord sensor sewn into it.

Indexed as

braided cordpiezoelectricityPLLApoly-l-lactic acidsensing

Identifiers

PMID38258205
PMCPMC10819301

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.