Ultrasonographic Evaluation of Masseter Muscle Thickness and Fractal Dimension in Bruxist and Healthy Individuals

Background/Objectives: This study aimed to determine whether masseter muscle thickness and ultrasound-derived fractal dimension (FD) differ between patients with bruxism and healthy controls. Methods: Thirty patients with clinically assessed bruxism and 30 healthy volunteers (15 female, 15 male each) were included. Bruxism required a history of tooth grinding or clenching for at least one year plus at least one of three additional findings (tooth wear, masseter tenderness on palpation, morning jaw pain or headache); controls had none of these findings. Bilateral B-mode scans were acquired at rest and during maximum clenching under standardized settings. Thickness was measured with calipers, and FD was calculated by box-counting in ImageJ (version 1.54f) from three 100 × 100-pixel regions of interest per image. Intraobserver reliability was excellent for thickness (ICC = 0.967–0.980) and good for FD (ICC = 0.850–0.929). Results: Thickness was greater in bruxism patients on both sides and in both conditions (p < 0.001; bilateral mean at rest 12.95 ± 1.47 vs. 9.72 ± 1.78 mm). Bilateral mean FD was higher in bruxism patients during clenching (1.202 ± 0.027 vs. 1.182 ± 0.028; p = 0.008), and this difference remained significant after Holm correction across six FD comparisons. The resting difference (1.188 ± 0.026 vs. 1.171 ± 0.031; p = 0.029) was not robust to multiplicity correction or to exclusion of two controls whose regions of interest extended beyond the muscle. Conclusions: Clinically assessed bruxism was associated with greater masseter thickness in this sample. Bilateral mean FD was modestly higher during clenching; the resting FD difference was not robust. The reproducibility and clinical relevance of these texture measures require further study.

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Journal
Diagnostics
Published
2026-11-04
DOI
https://doi.org/10.3390/diagnostics16213648
Primary Topic
Temporomandibular Joint Disorders
Type
article
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article

Ultrasonographic Evaluation of Masseter Muscle Thickness and Fractal Dimension in Bruxist and Healthy Individuals

Esin AKOL GÖRGÜN, AYŞEGÜL ÖNDEŞ
Diagnostics
Temporomandibular Joint Disorders
article

Ultrasonographic Evaluation of Masseter Muscle Thickness and Fractal Dimension in Bruxist and Healthy Individuals

Esin AKOL GÖRGÜN, AYŞEGÜL ÖNDEŞ
article en

Abstract

Background/Objectives: This study aimed to determine whether masseter muscle thickness and ultrasound-derived fractal dimension (FD) differ between patients with bruxism and healthy controls. Methods: Thirty patients with clinically assessed bruxism and 30 healthy volunteers (15 female, 15 male each) were included. Bruxism required a history of tooth grinding or clenching for at least one year plus at least one of three additional findings (tooth wear, masseter tenderness on palpation, morning jaw pain or headache); controls had none of these findings. Bilateral B-mode scans were acquired at rest and during maximum clenching under standardized settings. Thickness was measured with calipers, and FD was calculated by box-counting in ImageJ (version 1.54f) from three 100 × 100-pixel regions of interest per image. Intraobserver reliability was excellent for thickness (ICC = 0.967–0.980) and good for FD (ICC = 0.850–0.929). Results: Thickness was greater in bruxism patients on both sides and in both conditions (p < 0.001; bilateral mean at rest 12.95 ± 1.47 vs. 9.72 ± 1.78 mm). Bilateral mean FD was higher in bruxism patients during clenching (1.202 ± 0.027 vs. 1.182 ± 0.028; p = 0.008), and this difference remained significant after Holm correction across six FD comparisons. The resting difference (1.188 ± 0.026 vs. 1.171 ± 0.031; p = 0.029) was not robust to multiplicity correction or to exclusion of two controls whose regions of interest extended beyond the muscle. Conclusions: Clinically assessed bruxism was associated with greater masseter thickness in this sample. Bilateral mean FD was modestly higher during clenching; the resting FD difference was not robust. The reproducibility and clinical relevance of these texture measures require further study.

DiagnosticsVol. 16(21)
Adıyaman University (TR)
Openalex Percentile: Top 10%
Temporomandibular Joint Disorders
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