Evidence map›Paper›PMID 41670758›Full record

ArticleSleep & breathing = Schlaf & Atmung2026

Biomechanical characteristics of upper airway muscles and their association with obstructive sleep apnea risk in industrial workers.

Engin Ramazanoglu, Hakan Polat, Fatma Yilmaz, Burcu Bagci, Meltem Uzun, Nevin Ergun

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Article in Sleep & breathing = Schlaf & Atmung, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Engin RamazanogluFaculty of Health Sciences, Department of Physiotherapy and Rehabilitation, Mardin Artuklu University, Artuklu Campus, Diyarbakır Road, 47200, Artuklu, Mardin, Türkiye. enginramazanoglu@artuklu.edu.tr.ORCID 0000-0002-2765-0121
Hakan PolatFaculty of Health Sciences, Department of Physiotherapy and Rehabilitation, SANKO University, Gaziantep, Türkiye.ORCID 0000-0002-3704-9081
Fatma YilmazFaculty of Health Sciences, Department of Physiotherapy and Rehabilitation, SANKO University, Gaziantep, Türkiye.ORCID 0009-0003-3702-2406
Burcu BagciFaculty of Health Sciences, Department of Physiotherapy and Rehabilitation, SANKO University, Gaziantep, Türkiye.ORCID 0000-0001-8292-057X
Meltem UzunFaculty of Health Sciences, Department of Physiotherapy and Rehabilitation, SANKO University, Gaziantep, Türkiye.ORCID 0000-0002-9740-7223
Nevin ErgunFaculty of Health Sciences, Department of Physiotherapy and Rehabilitation, SANKO University, Gaziantep, Türkiye.ORCID 0000-0001-6575-7205

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundObstructive Sleep Apnea Syndrome (OSAS) is characterized by repetitive upper airway obstruction during sleep. The viscoelastic properties of accessory respiratory muscles may play a compensatory role in maintaining airway patency. This study aimed to investigate the association between OSAS risk and muscle biomechanics in industrial workers.

methodsThis cross-sectional study included 236 male industrial workers aged 18–55, categorized into low, moderate, and high OSAS risk groups using the STOP-BANG questionnaire. The viscoelastic properties (tone, stiffness, elasticity) of the genioglossus, sternocleidomastoid, and masseter muscles were assessed using the MyotonPRO device. Sociodemographic and occupational data were collected. Statistical analyses included Kruskal-Wallis and Spearman correlation tests and additionally, univariate and multivariate linear regression.

resultsA significant difference was found only in left genioglossus tone across STOP-BANG risk groups (p < 0.05). Age and BMI were moderately associated with increased muscle stiffness and reduced elasticity, particularly in the SCM and masseter muscles. In regression analyses, right SCM stiffness and BMI were significant in the univariate model; however, after adjusting for age, BMI, smoking and duration of employment, only right SCM stiffness remained an independent predictor of STOP-BANG score (β ≈ 0.01, p < 0.05).

conclusionsMuscle viscoelastic properties are influenced not only by OSAS risk but also by age, BMI, occupational exposure, and smoking. Importantly, SCM stiffness may serve as a potential biomechanical marker associated with OSAS risk. Muscle biomechanics assessments could be used as a supportive, non-invasive screening tool in high-risk occupational populations.

Indexed as

Occupational DiseasesRespiratory MusclesSleep Apnea, ObstructiveAdolescentAdultBiomechanical PhenomenaCross-Sectional StudiesHumansMaleMiddle AgedRisk FactorsYoung AdultOccupational health, obstructive sleep apneaUpper airway musclesViscoelastic properties

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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.