Do eye diseases increase the risk of arthritis in the elderly population?

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

13 Scopus Citations
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Author(s)

  • Qian Yao
  • Zilin Liu
  • Wenli Cao
  • Yubiao Zhang
  • Zhifei Che
  • Hao Peng

Detail(s)

Original languageEnglish
Pages (from-to)15580-15594
Number of pages15
Journal / PublicationAging
Volume13
Issue number11
Online published10 Jun 2021
Publication statusPublished - 15 Jun 2021
Externally publishedYes

Link(s)

Abstract

There are very few longitudinal studies which have previously conducted an investigation into whether eye diseases are a risk for arthritis, and how this occurs. The study employed a variety of machine-learning algorithms, including random forest for investigating the risks, and to elucidate these underlying mechanisms by focusing on five aspects containing 389 characterized variables (mental health and wellbeing; physical health; disability, functional impairment and helpers; health behavior; and health measures). The study population included 8,423 individuals. Cataracts, glaucoma, and other eye diseases increase the likelihood of arthritis after two years by 131.8% (odds ratio (OR)=2.318, 95% confidence interval: 1.748 to 3.038), 123.1% (OR=2.231, 1.306 to 3.626), and 91.1% (OR=1.911, 1.501 to 2.415). Random forest corroborated that cataract contributes the most to arthritis risks after two years, followed by other eye diseases and glaucoma (mean Gini-index: 5.20, 2.11, 1.31). It is of note that the potential mechanisms of cataract-induced arthritis risk were elucidated extensively. The control domains of life quality, negative aging self-perceptions, mobility (steadiness, physical limitations, and muscle strength) and memory impairments, and sleep quality mediated the relationship between cataracts and arthritis significantly. Furthermore, different eye diseases affected osteoarthritis, rheumatoid arthritis, and other arthritis to varying degrees. Eye diseases increased the risk of arthritis, whereby cataracts were the most significant. Interventions which target these discovered mechanisms may be the preferred levers for reducing cataract-related arthritis risk.

Research Area(s)

  • Aged, Arthritis/etiology, Confidence Intervals, Eye Diseases/complications, Female, Humans, Logistic Models, Longitudinal Studies, Male, Middle Aged, Odds Ratio, Risk Factors, Sex Characteristics, eye diseases, cataracts, glaucoma, arthritis

Citation Format(s)

Do eye diseases increase the risk of arthritis in the elderly population? / Jin, Wenyi; Yao, Qian; Liu, Zilin et al.
In: Aging, Vol. 13, No. 11, 15.06.2021, p. 15580-15594.

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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