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February 21, 2026Eye3 citationsOpen Access

Influence of inflammatory and metabolic factors on keratoconus risk: a causal inference analysis

GPG. Hysi PirroAHAlison J. HardcastleADAnn E. Davidson

Key Points

  • This analysis aims to understand how inflammatory and metabolic factors influence keratoconus risk through causal inference.
  • Utilized genome-wide association study (GWAS) data for various conditions and glucose levels.
  • Paired summary statistics of atopy and chronic inflammatory diseases with keratoconus genomic data.
  • Employed Mendelian Randomisation to test causal relationships.
  • Atopic disease associated with a significantly higher keratoconus risk (OR = 1.84).
  • Other chronic inflammatory conditions like rheumatoid arthritis increased risk (OR IVW = 1.11).
  • Higher glucose levels linked to reduced keratoconus risk (OR IVW = 0.49).

Abstract

Abstract Background Keratoconus is a complex disease of the cornea, in part caused by environmental exposures whose nature is not fully understood. Methods This study relied on previously published results from genome-wide association studies of European ancestry. Summary statistics of available genome-wide association studies on atopy, chronic inflammatory disease and serum glucose levels; results were paired with genomic association results for keratoconus into a well-powered and hypothesis-driven Mendelian Randomisation to statistically test the causal role that may have over keratoconus risk. Results Our results confirm a higher risk of keratoconus in patients having any atopic disease (OR = 1.84, 95%CI = 1.52–2.22), but also other chronic inflammatory conditions such as rheumatoid arthritis (OR IVW = 1.11, 95%CI = 1.04–1.18) and Crohn’s Disease (OR IVW = 1.08, 95%CI = 1.02–1.15). Also, higher glucose levels considerably reduced keratoconus risk (OR IVW = 0.49, 95% CI = 0.33–0.72) Conclusions Our results suggest that, in addition to atopy, exposure to specific types of systemic inflammatory responses that develop into chronic conditions may increase keratoconus risk. These results will help clinicians to better evaluate the overall keratoconus risk, disease severity and potentially its progression. In conjunction with individual genetic risk profiles, the presence of exposure to atopic disease, high eosinophil counts and comorbidities could have an important predictive role.

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Cite This Study

Pirro et al. (2026) studied this question.

synapsesocial.com/papers/69994c5d873532290d020bc6https://doi.org/10.1038/s41433-026-04281-y
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