Evidence map›Paper›PMID 41140895›Full record

ArticleOphthalmology science2026

Association of Physical Frailty and Genetic Predisposition with Risk of Irreversible Eye Diseases.

Zhenyi Xu, Ruilang Lin, Xiaojun Wang, Yahang Liu, Chen Huang, Ce Wang, Zhijun Bao

Abstract read
In one paragraph

Article in Ophthalmology science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Zhenyi XuShanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital, Fudan University, Shanghai, China.
Ruilang LinDepartment of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Xiaojun WangShanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital, Fudan University, Shanghai, China.
Yahang LiuDepartment of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Chen HuangDepartment of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Ce WangOncology Clinical Research & Development, Jiangsu Hengrui Pharmaceuticals Co, Ltd, Shanghai, China.
Zhijun BaoShanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital, Fudan University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The evidence linking frailty to overall and specific irreversible eye diseases is limited. Moreover, it is unclear whether frailty is associated with similar increased risk across individuals with different genetic risk profiles. The aim of this study was to examine the association between frailty and overall and specific irreversible eye diseases and explore the modification effect of genetic risk of glaucoma, diabetic retinopathy, and age-related macular degeneration (AMD) in such associations. Design: Prospective cohort study. Participants: The study included a total of 409 579 White participants in the UK Biobank study. Methods: Physical frailty was defined by 5 components: weight loss, exhaustion, low physical activity, slow walking speed, and low grip strength. Participants were classified as nonfrail, prefrail, or frail. Polygenic risk score was categorized as low (tertile 1), intermediate (tertile 2), or high (tertile 3). Cox regression was used to assess the association of physical frailty with irreversible eye diseases. Main Outcomes and Measures: Irreversible eye diseases were identified using hospital admission electronic health records and death registries. Results: Among 409 579 individuals (mean age, 56.5 years; 46.5% male) with a median follow-up of 13.1 years, 10 927, 7 095, and 919 were diagnosed with irreversible eye disease in the nonfrail, prefrail, and frail groups, respectively. Prefrail and frail individuals showed increased risks of overall irreversible eye diseases, with a 12% higher risk for prefrail individuals (hazard ratio [HR], 1.12; 95% confidence interval [CI], 1.09-1.16) and a 47% higher risk for frail individuals (HR, 1.47; 95% CI, 1.37-1.58). Increased risks were also observed for specific irreversible eye diseases, including glaucoma (HR, 1.11 [95% CI, 1.06-1.17] for prefrailty; HR, 1.43 [95% CI, 1.28-1.61] for frailty), diabetic retinopathy (HR, 1.12 [95% CI, 1.03-1.21] for prefrailty; HR, 1.53 [95% CI, 1.34-1.73] for frailty), and AMD (HR, 1.13 [95% CI, 1.08-1.19] for prefrailty; HR, 1.35 [95% CI, 1.20-1.52] for frailty). Furthermore, individuals with more severe frailty status and higher genetic risk exhibited higher risks of irreversible eye diseases than those with low genetic risk and nonfrailty. Conclusions: Frailty was associated with an increased risk of irreversible eye diseases, particularly among individuals with higher genetic risk. These findings suggest that targeted strategies to prevent and manage frailty may contribute to reducing the risk of irreversible eye diseases. Financial Disclosures: The authors have no proprietary or commercial interest in any materials discussed in this article.

Indexed as

Genetic predispositionIrreversible eye diseasesPhysical frailty

Identifiers

PMID41140895
PMCPMC12548098

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.