Evidence mapPaperPMID 42291304Full record

ArticleFrontiers in cellular and infection microbiology2026

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

Zichen Luan, Yucui Zheng, Ning Zhang, Yamin Chen, Shumeng Wei, Guiyu Ren, Fuming Kong, Dianhuan Ju, Rui Hao

Abstract read
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Article in Frontiers in cellular and infection microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Zichen Luan *Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Yucui Zheng *Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Ning ZhangClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Yamin ChenClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Shumeng WeiClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Guiyu RenClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
Fuming KongDepartment of Ophthalmology, Eco-city Hospital of Tianjin Fifth Central Hospital, Tianjin, China.
Dianhuan JuDepartment of Ophthalmology, Eco-city Hospital of Tianjin Fifth Central Hospital, Tianjin, China.
Rui HaoClinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

BacteriaGastrointestinal MicrobiomeMyopiaAdolescentBiodiversityChildFecesFemaleHumansMaleRNA, Ribosomal, 16SSequence Analysis, DNASex FactorsRNA, Ribosomal, 16S16S rRNA sequencingadolescentsgut–eye axisgut microbiotamyopiarandom forest model

Identifiers

PMID42291304
PMCPMC13253218

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.