Objectives The role of low muscle mass in acute neck infections is underexplored. This study aimed to validate the reliability of MRI-based masseter muscle area (MMA) measurements, derive normative age-related data in a diverse patient cohort, and evaluate the association between MMA measurements and infection severity and clinical outcomes in patients with acute neck infections. Materials and methods In this retrospective single-center study, 526 patients with clinically confirmed acute neck infections who underwent emergency neck MRI had bilateral MMA measured on T2-weighted Dixon images at the mandibular foramen level. MMA was normalized to height squared (MMA/h2). Interobserver reliability of MMA was assessed between two readers using intraclass correlation coefficients (ICC). Among adults, associations with infection severity markers and clinical outcomes were examined using univariable and multivariable tests. Results The interobserver agreement for MMA was excellent (ICC = 0.991). MMA/h2 declined significantly with age (r = −0.21, p < 0.01). In adults, MMA/h2 correlated negatively with age, maximal abscess diameter, and length of hospital stay (LOS; p < 0.01 for all); patients with abscesses had lower MMA/h2 than those without (p = 0.002). Multivariable analysis confirmed that MMA/h2 independently predicted abscess diameter after adjustment for age and C-reactive protein (CRP) (p = 0.001), but not LOS (p = 0.136). Conclusion Opportunistic MRI-based MMA measurements are highly reliable and associated with age, LOS, and abscess presence and size in acute neck infections. Our findings suggest a link between low masseter muscle mass and disease severity in patients with acute neck infections. Key Points <Emphasis Type="BoldItalic">Question</Emphasis> Low muscle mass associates with adverse outcomes in various diseases, yet its prognostic role in acute neck infections remains underexplored. <Emphasis Type="BoldItalic">Findings</Emphasis> MRI-based masseter muscle area measurements showed excellent reliability, declined with age, and predicted larger abscess diameter and longer hospital stay in adult patients. <Emphasis Type="BoldItalic">Clinical relevance</Emphasis> Opportunistic MRI measurement of masseter muscle area is reliable and clinically associated with abscess size and length of hospital stay in patients with acute neck infections, providing clinically relevant information and supporting early risk stratification. Graphical Abstract

MRI-based measurement of masseter muscle area: reliability and clinical relevance in acute neck infections

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2026年4月3日

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Akseli Elo,
Jari-Pekka Vierula,
Jaakko Heikkinen,
Janne Nurminen,
Tatu Happonen,
Mikko Nyman,
Jarno Velhonoja,
Heikki Irjala,
Tero Soukka,
Kimmo Mattila,
Otso Arponen,
Aapo Sirén,
Jussi Hirvonen

摘要

Objectives

The role of low muscle mass in acute neck infections is underexplored. This study aimed to validate the reliability of MRI-based masseter muscle area (MMA) measurements, derive normative age-related data in a diverse patient cohort, and evaluate the association between MMA measurements and infection severity and clinical outcomes in patients with acute neck infections.

Materials and methods

In this retrospective single-center study, 526 patients with clinically confirmed acute neck infections who underwent emergency neck MRI had bilateral MMA measured on T2-weighted Dixon images at the mandibular foramen level. MMA was normalized to height squared (MMA/h²). Interobserver reliability of MMA was assessed between two readers using intraclass correlation coefficients (ICC). Among adults, associations with infection severity markers and clinical outcomes were examined using univariable and multivariable tests.

Results

The interobserver agreement for MMA was excellent (ICC = 0.991). MMA/h² declined significantly with age (r = −0.21, p < 0.01). In adults, MMA/h² correlated negatively with age, maximal abscess diameter, and length of hospital stay (LOS; p < 0.01 for all); patients with abscesses had lower MMA/h² than those without (p = 0.002). Multivariable analysis confirmed that MMA/h² independently predicted abscess diameter after adjustment for age and C-reactive protein (CRP) (p = 0.001), but not LOS (p = 0.136).

Conclusion

Opportunistic MRI-based MMA measurements are highly reliable and associated with age, LOS, and abscess presence and size in acute neck infections. Our findings suggest a link between low masseter muscle mass and disease severity in patients with acute neck infections.

Key Points

Question Low muscle mass associates with adverse outcomes in various diseases, yet its prognostic role in acute neck infections remains underexplored.

Findings MRI-based masseter muscle area measurements showed excellent reliability, declined with age, and predicted larger abscess diameter and longer hospital stay in adult patients.

Clinical relevance Opportunistic MRI measurement of masseter muscle area is reliable and clinically associated with abscess size and length of hospital stay in patients with acute neck infections, providing clinically relevant information and supporting early risk stratification.

Graphical Abstract