The relationship between glaucoma and an electronic frailty index with the cumulative incidence of healthcare encounters for falls and fractures in older adults - 28/04/25

Doi : 10.1016/j.tjfa.2025.100051 
Walter D. Duy 1, Nicholas M. Pajewski 1, 2, Jeff D. Williamson 1, 3, Atalie C. Thompson 1, 4,
1 Wake Forest University School of Medicine 
2 Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC 
3 Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 
4 Department of Surgical Ophthalmology, Wake Forest University School of Medicine 

Corresponding author: Atalie C. Thompson, Janeway Tower 6th floor, 1 Medical Center Blvd, Atrium-Health Wake Forest Baptist, Winston-Salem, NC 27517Janeway Tower 6th floor, 1 Medical Center Blvd, Atrium-Health Wake Forest BaptistWinston-SalemNC27517

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Abstract

Objective

To compare the association of glaucoma and glaucoma suspect diagnoses with frailty, quantified via an electronic frailty index (eFI), and to evaluate whether a glaucoma diagnosis moderates the association between frailty and the cumulative risk of acute healthcare encounters for incident falls or fractures.

Design

Retrospective study of electronic health record (EHR) data.

Subjects, Participants, and/or Controls

Adults ≥65 years old with an ICD-10 diagnosis code for glaucoma or glaucoma suspect who had a calculable eFI score as of 10/1/2017.

Methods

Ordinal logistic regression was used to examine the cross-sectional association between glaucoma (predictor) and frailty status (outcome) based on the eFI. The relationship of glaucoma and frailty with the cumulative incidence of hospital or emergency room visits for injurious falls or fractures over time was modeled using cause-specific recurrent event survival models that account for censoring and the competing risk of death.

Main Outcome Measures

Frailty status based on the eFI and cumulative incidence of falls or fractures.

Results

Glaucoma patients were significantly more likely to be frail compared to glaucoma suspects (adjusted odds ratio=1.36, 95% CI(1.16, 1.60)). Both pre-frailty and frailty were associated with an increased risk of incident falls/fractures in older adults: prefrail (hazard ratio=2.07, 95% CI (1.40, 3.06)), frail (hazard ratio=3.35, 95% CI (2.24, 5.03)), but there was no interaction of frailty with glaucoma status on falls/fractures risk. Also, the risk of incident falls/fractures did not significantly differ between glaucoma versus glaucoma suspects.

Conclusions

Glaucoma patients were more likely to be frail or pre-frail based on an EHR-derived index than glaucoma suspects. Both pre-frailty and frailty were associated with increased cumulative risk of injurious falls or fractures but there was no interaction of frailty with glaucoma. Frailty based on the eFI was better at discriminating who is at risk of acute healthcare utilization for falls/fractures than a glaucoma diagnosis.

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Keywords : frailty, glaucoma, falls, fractures


Plan


 No conflicting relationship exists for any author.
 Walter Duy was supported by a Wake Forest Medical Student Research Program stipend funded through the Center for Healthcare Innovation. Dr. Thompson is supported by the NIH/NEI (K23-EY030897); Dr. Thompson, Dr. Pajewski, and Dr. Williamson receive support from the Wake Forest Older Americans Independence Center (P30-AG021332). The sponsors or funding organizations had no role in the design or conduct of this research.


© 2025  Publié par Elsevier Masson SAS.
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