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Meibomian gland alterations in allergic conjunctivitis: insights from a novel quantitative analysis algorithm
Jingting Wei1,2, Kunhong Xiao2, Qingyuan Cai1,2
1Fujian Provincial Hospital, Shengli Clinical Medical College of Fujian Medical University, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China.
Frontiers in Cell and Developmental Biology
|January 21, 2025
Summary
Allergic conjunctivitis (AC) significantly alters meibomian gland (MG) structure, reducing gland length and area. This study quantifies these changes using advanced algorithms, linking them to clinical eye conditions.
Area of Science:
- Ophthalmology
- Medical Imaging
- Artificial Intelligence in Healthcare
Background:
- Allergic conjunctivitis (AC) is a common ocular surface inflammatory condition.
- Meibomian gland (MG) dysfunction is increasingly recognized as a contributor to ocular surface disease.
- Quantitative analysis of MG structure changes in AC is crucial for understanding disease mechanisms.
Purpose of the Study:
- To investigate structural changes in meibomian glands (MGs) in patients with allergic conjunctivitis (AC).
- To employ an intelligent quantitative analysis algorithm for precise MG structure evaluation.
- To explore the correlation between MG structural alterations and clinical parameters in AC.
Main Methods:
- Infrared meibography was performed on 252 eyes with AC and 200 control eyes.
- A deep learning-based quantitative algorithm analyzed MG images for length, area, dropout ratio, and deformation.
- Clinical parameters including tear meniscus height, tear break-up time (TBUT), conjunctival hyperemia, and OSDI scores were assessed.
Main Results:
- AC patients exhibited shorter average MG length and reduced central MG area compared to controls.
- Lower tear meniscus height, shorter TBUT, and increased conjunctival hyperemia were observed in AC patients.
- Higher OSDI scores were recorded in AC patients, with gland dropout ratio correlating with gender, age, and OSDI.
Conclusions:
- Intelligent quantitative analysis reveals significant MG structural changes in AC, notably reduced gland length and area.
- AC impacts ocular surface parameters like tear film stability and tear meniscus height.
- The findings highlight the structural basis of MG dysfunction in allergic conjunctivitis.

