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Mendelian Randomization | Open Access

Causal effect of obesity on cataract and mediating roles of metabolites: a Mendelian randomization study

Chen Li1Jiao-Man Wang2( )Wei-Hua Yang2( )
Department of Ophthalmology, the First Affiliated Hospital of Soochow University, Suzhou 215006, Jiangsu Province, China
Shenzhen Eye Hospital, Shenzhen Eye Medical Center, Southern Medical University, Shenzhen 518040, Guangdong Province, China
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Abstract

AIM

To investigate the causal effect of obesity on cataract risk and explores the potential mediating roles of metabolites using Mendelian randomization (MR).

METHODS

Summary-level data from large-scale genome-wide association studies to examine the relationship between obesity and cataract were utilized. Obesity-related traits, including body mass index (BMI), waist-to-hip ratio (WHR), and waist circumference (WC). A two-sample MR approach was employed to assess the causal effect of obesity on cataract risk, while potential mediators were identified from suitable genome-wide association studies (GWAS) datasets. Additionally, a metabolic pathway analysis was conducted.

RESULTS

An increase of 1 standard deviation (SD) in BMI, WHR, and WC was associated with a significantly higher risk of cataract (BMI: odds ratio (OR) 1.0017, 95% confidence interval (CI): 1.0001–1.0032, P=0.0320; WHR: OR 1.0029, 95%CI: 1.0006–1.0051, P=0.0129; WC: OR 1.0020, 95%CI: 1.0001–1.0038, P=0.0390]. These associations remained robust after adjusting for confounding factors in multivariable MR analysis. Furthermore, a two-step MR analysis identified eight potential metabolic mediators, with one mediator showing a significant causal role in the relationship between obesity and cataract.

CONCLUSION

This work highlights the importance of addressing obesity as a modifiable risk factor for cataracts, particularly through metabolic pathways.

References

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International Journal of Ophthalmology
Pages 564-574

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Cite this article:
Li C, Wang J-M, Yang W-H. Causal effect of obesity on cataract and mediating roles of metabolites: a Mendelian randomization study. International Journal of Ophthalmology, 2026, 19(3): 564-574. https://doi.org/10.18240/ijo.2026.03.18

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Received: 21 July 2025
Accepted: 25 November 2025
Published: 18 March 2026
© 2026 International Journal of Ophthalmology Press

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).