Anthropometric traits, intraocular pressure, and glaucoma in the Canadian Longitudinal Study on Aging: a sex-specific Mendelian randomization study

Purpose Investigate potential causal relationships of body mass index (BMI) and waist-to-hip ratio (WHR) with intraocular pressure (IOP) and glaucoma using sex-specific Mendelian randomization (MR). Methods Cross-sectional analyses were performed using baseline data on 22,902 study participants from the Canadian Longitudinal Study on Aging (CLSA). Sex-specific associations of body mass index and WHR with corneal-compensated intraocular pressure and glaucoma were examined using multivariable linear and logistic regression. One-sample and two-sample Mendelian randomization analyses were conducted to assess potential causality. Results BMI was positively associated with IOP for both males (β = 0.125 per standard deviation (SD), 95% confidence interval (CI) [0.049, 0.200]) and females (β = 0.235 per SD, 95% CI [0.164, 0.307]). WHR was significantly associated with IOP for females (β = 0.098 per SD, 95% CI [0.025, 0.170]), but not males ( P -value = 0.463). BMI and WHR were not significantly associated with glaucoma for either sex ( P -value ≥0.2). For the one-sample MR analyses, the effect of genetically predicted BMI on IOP in males was borderline significant (β = 0.434 per SD, 95% confidence interval (CI) [0.005, 0.874], P -value = 0.053). The two-sample MR analyses found evidence of genetically predicted BMI being associated with IOP in females (Weighted Median: β = 0.694 per SD, 95% CI [0.127, 1.260], P -value = 0.016). MR results were not significant for WHR ( P -value >0.05). Conclusion Sex-specific MR found suggestive evidence that BMI (general adiposity) might be causally linked to IOP.

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Journal
Frontiers in Genetics
Published
2026-11-08
DOI
https://doi.org/10.3389/fgene.2026.1855056
Primary Topic
Glaucoma and retinal disorders
Type
article
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0.00

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article

Anthropometric traits, intraocular pressure, and glaucoma in the Canadian Longitudinal Study on Aging: a sex-specific Mendelian randomization study

Meng‐Che Tsai, Ellen E. Freeman, Pirro G. Hysi, Kelly M. Burkett et al.
Frontiers in Genetics
Glaucoma and retinal disorders
article

Anthropometric traits, intraocular pressure, and glaucoma in the Canadian Longitudinal Study on Aging: a sex-specific Mendelian randomization study

Meng‐Che Tsai, Ellen E. Freeman, Pirro G. Hysi, Kelly M. Burkett, Marie‐Hélène Roy‐Gagnon, Julian Little, Joseph Bastasic, Mohan Rakesh
article en

Abstract

Purpose Investigate potential causal relationships of body mass index (BMI) and waist-to-hip ratio (WHR) with intraocular pressure (IOP) and glaucoma using sex-specific Mendelian randomization (MR). Methods Cross-sectional analyses were performed using baseline data on 22,902 study participants from the Canadian Longitudinal Study on Aging (CLSA). Sex-specific associations of body mass index and WHR with corneal-compensated intraocular pressure and glaucoma were examined using multivariable linear and logistic regression. One-sample and two-sample Mendelian randomization analyses were conducted to assess potential causality. Results BMI was positively associated with IOP for both males (β = 0.125 per standard deviation (SD), 95% confidence interval (CI) [0.049, 0.200]) and females (β = 0.235 per SD, 95% CI [0.164, 0.307]). WHR was significantly associated with IOP for females (β = 0.098 per SD, 95% CI [0.025, 0.170]), but not males ( P -value = 0.463). BMI and WHR were not significantly associated with glaucoma for either sex ( P -value ≥0.2). For the one-sample MR analyses, the effect of genetically predicted BMI on IOP in males was borderline significant (β = 0.434 per SD, 95% confidence interval (CI) [0.005, 0.874], P -value = 0.053). The two-sample MR analyses found evidence of genetically predicted BMI being associated with IOP in females (Weighted Median: β = 0.694 per SD, 95% CI [0.127, 1.260], P -value = 0.016). MR results were not significant for WHR ( P -value >0.05). Conclusion Sex-specific MR found suggestive evidence that BMI (general adiposity) might be causally linked to IOP.

Frontiers in GeneticsVol. 17
University of Ottawa (CA), King's College London (GB), National Cheng Kung University Hospital (TW), National Cheng Kung University (TW)
Government of Canada, Canadian Institutes of Health Research
Good health and well-being
Glaucoma and retinal disorders
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