Hypervigilance and kinesiophobia characterize distinct exploratory data-driven profiles of temporomandibular disorders

Hypervigilance and kinesiophobia have been associated with temporomandibular disorders (TMD), but their relationship with specific diagnostic profiles remains unclear. This study investigated the association between TMD diagnoses, hypervigilance, and kinesiophobia, and whether these variables could differentiate distinct clinical profiles across painful and non-painful conditions. In this multicenter cross-sectional observational study, 862 adults aged 18 to 50 years from Brazil, Chile, and Portugal were classified as controls, non-painful TMD, or painful TMD. Diagnoses were established using the Diagnostic Criteria for Temporomandibular Disorders (DC/TMD). Hypervigilance and kinesiophobia were assessed using the Pain Vigilance and Awareness Questionnaire (PVAQ) and the Tampa Scale for Kinesiophobia for TMD (TSK/TMD). Statistical analyses included factor analysis of mixed data, hierarchical clustering on principal components, and partial least squares discriminant analysis, followed by multivariate and regression analyses to assess potential associations between psychosocial variables and TMD diagnoses. Among 862 participants (312 controls, 550 TMD), kinesiophobia and hypervigilance increased across groups, with the highest levels in painful TMD (p < 0.001). Unsupervised clustering identified three distinct profiles aligned with clinical presentation: controls with low psychological burden, non-painful TMD with intermediate levels, and painful TMD with elevated kinesiophobia and hypervigilance. Multivariate analyses showed associations of psychosocial variables with TMD diagnoses, with kinesiophobia consistently driving group differences, while age, gender, and pain vigilance had a moderate influence. Among TMD subgroups, joint pain was associated with higher pain vigilance and muscular TMD with higher kinesiophobia, suggesting greater clinical complexity. Higher levels of hypervigilance and kinesiophobia were associated with painful and clinical more complex TMD profiles.

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Publication Details

Journal
Scientific Reports
Published
2026-06-29
DOI
https://doi.org/10.1038/s41598-026-60271-w
Primary Topic
Temporomandibular Joint Disorders
Type
article
Field-Weighted Citation Impact
0.00

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article

Hypervigilance and kinesiophobia characterize distinct exploratory data-driven profiles of temporomandibular disorders

Giancarlo De la Torre Canales, Pedro Cebola, Dyanne Medina Flores, Ricardo de Souza Tesch et al.
Scientific Reports
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article

Hypervigilance and kinesiophobia characterize distinct exploratory data-driven profiles of temporomandibular disorders

Giancarlo De la Torre Canales, Pedro Cebola, Dyanne Medina Flores, Ricardo de Souza Tesch, Tassia Tillemont Machado, Javier Salinas, Adriana Battisti Archer, Thayanne Brasil Barbosa Calcia, Beatriz Dulcinéia Mendes de Souza, Diego De Nordenflycht, Jonas Davi da Silva Mello Noel, Gilberto Melo, Anastasios Grigoriadis, Markus Barhanko
article en

Abstract

Hypervigilance and kinesiophobia have been associated with temporomandibular disorders (TMD), but their relationship with specific diagnostic profiles remains unclear. This study investigated the association between TMD diagnoses, hypervigilance, and kinesiophobia, and whether these variables could differentiate distinct clinical profiles across painful and non-painful conditions. In this multicenter cross-sectional observational study, 862 adults aged 18 to 50 years from Brazil, Chile, and Portugal were classified as controls, non-painful TMD, or painful TMD. Diagnoses were established using the Diagnostic Criteria for Temporomandibular Disorders (DC/TMD). Hypervigilance and kinesiophobia were assessed using the Pain Vigilance and Awareness Questionnaire (PVAQ) and the Tampa Scale for Kinesiophobia for TMD (TSK/TMD). Statistical analyses included factor analysis of mixed data, hierarchical clustering on principal components, and partial least squares discriminant analysis, followed by multivariate and regression analyses to assess potential associations between psychosocial variables and TMD diagnoses. Among 862 participants (312 controls, 550 TMD), kinesiophobia and hypervigilance increased across groups, with the highest levels in painful TMD (p < 0.001). Unsupervised clustering identified three distinct profiles aligned with clinical presentation: controls with low psychological burden, non-painful TMD with intermediate levels, and painful TMD with elevated kinesiophobia and hypervigilance. Multivariate analyses showed associations of psychosocial variables with TMD diagnoses, with kinesiophobia consistently driving group differences, while age, gender, and pain vigilance had a moderate influence. Among TMD subgroups, joint pain was associated with higher pain vigilance and muscular TMD with higher kinesiophobia, suggesting greater clinical complexity. Higher levels of hypervigilance and kinesiophobia were associated with painful and clinical more complex TMD profiles.

Scientific ReportsVol. 16(1)
Universidad Andrés Bello (CL), Universidade Estadual de Campinas (UNICAMP) (BR), Karolinska Institutet (SE), Escola Superior de Saúde Egas Moniz (PT), Universidade Federal de Santa Catarina (BR), CUF Porto Hospital (PT), Universidade Católica de Petrópolis (BR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Karolinska Institutet
Reduced inequalities
Openalex Percentile: Top 6%
Temporomandibular Joint Disorders
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