# Metabolomic Profiling of Middle Ear Effusion Suggests a Predominant Influence of Age over Viscosity: An HR-MAS NMR Study

**Authors:** Seokhwan Lee, Seonghye Kim, Sojeon Moon, Se-Joon Oh, Seok-Hyun Kim, Hyun-Min Lee, Suhkmann Kim, Sung-Won Choi

PMC · DOI: 10.3390/ijms27010020 · International Journal of Molecular Sciences · 2025-12-19

## TL;DR

This study shows that age has a bigger impact on the chemical makeup of ear fluid in OME than the fluid's thickness, with important implications for understanding the condition in children and adults.

## Contribution

The study reveals that age, not viscosity, is the main factor influencing the metabolome of middle ear effusion.

## Key findings

- Age was the primary determinant of metabolic variance in middle ear effusion, overshadowing viscosity-related differences.
- Pyruvate and lactate levels increased with age, while glutamate and leucine levels decreased.
- Taurine, glycine, and choline were significantly associated with effusion viscosity after adjusting for age.

## Abstract

Otitis media with effusion (OME) involves heterogeneous middle ear effusion (MEE), and its classification based on viscosity (serous/mucous) is often confounded by patient age. This study determined the independent contributions of age and viscosity to the MEE metabolome. In this prospective study, high-resolution magic-angle spinning nuclear magnetic resonance analysis of 83 MEE samples (45 adult serous, 17 child serous < 12 years, and 21 child mucous) was performed. Statistical analyses included principal component analysis, correlation analysis, analysis of covariance (ANCOVA), and age-adjusted receiver operating characteristic curve analysis. Age was the primary metabolic variance determinant, overshadowing viscosity-related differences. Significant age-associated metabolic trends were identified: pyruvate and lactate levels increased with age, whereas glutamate and leucine levels decreased, indicating energy and inflammatory metabolism shifts. After adjusting for age using ANCOVA, taurine, glycine, and choline were significantly associated with effusion viscosity, and a combined panel of these metabolites achieved an age-adjusted area under the curve of 0.707 (95% confidence interval: 0.55–0.89). In conclusion, the MEE metabolic profile was more strongly influenced by patient age than by viscosity, suggesting fundamental differences in OME pathophysiology between children and adults. Nonetheless, specific viscosity-associated metabolites were identified, offering a basis for objective metabolic typing.

## Linked entities

- **Chemicals:** pyruvate (PubChem CID 107735), lactate (PubChem CID 61503), glutamate (PubChem CID 611), leucine (PubChem CID 857), taurine (PubChem CID 1123), glycine (PubChem CID 750), choline (PubChem CID 305)
- **Diseases:** Otitis media with effusion (MONDO:0005892), OME (MONDO:0005892)

## Full-text entities

- **Diseases:** effusion (MESH:D000080324), inflammatory (MESH:D007249), MEE (MESH:D010034)
- **Chemicals:** lactate (MESH:D019344), pyruvate (MESH:D019289), glycine (MESH:D005998), taurine (MESH:D013654), leucine (MESH:D007930), choline (MESH:D002794), glutamate (MESH:D018698)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12785847/full.md

## References

37 references — full list in the complete paper: https://tomesphere.com/paper/PMC12785847/full.md

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Source: https://tomesphere.com/paper/PMC12785847