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.
Authors
- Meng‐Che Tsai (ORCID: https://orcid.org/0000-0003-1057-3315)
- Ellen E. Freeman (ORCID: https://orcid.org/0000-0002-1403-8427)
- Pirro G. Hysi (ORCID: https://orcid.org/0000-0001-5752-2510)
- Kelly M. Burkett (ORCID: https://orcid.org/0000-0002-9488-5588)
- Marie‐Hélène Roy‐Gagnon (ORCID: https://orcid.org/0000-0001-8747-0846)
- Julian Little (ORCID: https://orcid.org/0000-0001-5026-5531)
- Joseph Bastasic
- Mohan Rakesh
Institutions
- University of Ottawa (CA)
- King's College London (GB)
- National Cheng Kung University Hospital (TW)
- National Cheng Kung University (TW)
Publication Details
- 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
- Field-Weighted Citation Impact
- 0.00
Funders
- Government of Canada
- Canadian Institutes of Health Research