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June 1, 2026Frontiers in Cellular and Infection Microbiology0 citationsOpen Access

Sex-specific associations between gut microbiota and myopia in adolescents: a clinical predictive modeling study

ZLZichen LuanYZYucui ZhengNZNing Zhang

Key Points

  • This study aims to explore the relationship between gut microbiota and myopia in adolescents, focusing on sex disparities.
  • 16S rRNA sequencing was performed on fecal samples from 102 adolescents (49 myopic, 53 non-myopic).
  • Microbial diversity, taxonomy, and classification were analyzed using random forest modeling, stratified by sex.
  • Functional predictions regarding metabolism and immune pathways were assessed.
  • Myopic males exhibited significantly lower gut microbial richness (P < 0.01) compared to non-myopic males.
  • Differences in specific genera were observed between myopic and non-myopic males, with notable changes in Akkermansia and Veillonella.
  • The random forest model achieved an overall accuracy of 76.84%, with male performance at 89.13% compared to 69.21% in females.

Abstract

Introduction Myopia is a common refractive disorder in adolescents, and its association with the gut microbiota remains incompletely defined. Methods We performed 16S rRNA sequencing on fecal samples from 102 adolescents (49 myopic, 53 non-myopic; aged 6–18 years) and analyzed microbial diversity, taxonomy, function, and random forest-based classification, stratified by sex Results Myopic adolescents showed lower gut microbial richness (observed and Chao1, both P 0.05) than non-myopic controls, but overall community structure did not differ. Sex-stratified analyses revealed that these diversity reductions occurred only in myopic males (all α-diversity indices, P 0.01), not in females. Several genera differed between myopic and non-myopic males (e.g., lower Akkermansia, Alistipes, Oscillibacter; higher Veillonella, Sutterella), whereas fewer differences were found in females. Functional predictions indicated altered metabolism and immune pathways. A random forest model achieved moderate overall accuracy (AUC = 76.84%), with higher performance in males (89.13%) than females (69.21%). Discussion Adolescent myopia is associated with reduced gut microbial richness and sex-specific compositional changes, particularly in males, underscoring the importance of sex in gut–eye axis research.

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Cite This Study

Luan et al. (2026) studied this question.

synapsesocial.com/papers/6a1d208702fbce9130636f03https://doi.org/10.3389/fcimb.2026.1778840
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