Evidence map›Paper›PMID 41676410›Full record

ArticleArchives of medical science : AMS2025

Visual impairment and frailty: insights from genetic correlation and Mendelian randomization.

Zhen Deng, Yangziding Bu, Tianshu Hou

Abstract read
In one paragraph

Article in Archives of medical science : AMS, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Zhen DengChengdu Integrated Traditional Chinese Medicine and Western Medicine Hospital, Chengdu, China.
Yangziding BuChengdu University of Traditional Chinese Medicine, Chengdu, China.
Tianshu HouChengdu Integrated Traditional Chinese Medicine and Western Medicine Hospital, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Visual impairment (VI) is associated with frailty in observational studies, but whether this relationship is causal remains uncertain. This study aimed to investigate the genetic correlation and causal associations between genetically predicted VI and frailty using Mendelian randomization (MR) and linkage disequilibrium score regression (LDSC). Material and methods: Genome-wide association studies provided summary data for VI subtypes (glaucoma, cataracts, diabetic retinopathy, age-related macular degeneration, hypermetropia, myopia) and frailty measures (frailty index (FI) and fried frailty score (FFS)). LDSC was used to estimate genetic correlations, and MR was conducted using inverse-variance weighted (IVW) as the primary method, supplemented by MR-Egger and weighted median. Sensitivity analyses, including radial MR, Cochran's Q test, MR-Egger intercept, and MR-PRESSO, were used to assess pleiotropy and heterogeneity. Results: Significant genetic correlations were found between VI, cataracts, age-related macular degeneration, and frailty. Suggestive correlations were identified between myopia and FI. MR analysis showed increased FI and FFS risks with other cataracts (FI: Conclusions: This study highlights significant genetic associations and bidirectional causal relationships between VI and frailty. Future research should include multiethnic populations and larger datasets to further explore these mechanisms.

Indexed as

causal relationshipfrailtylinkage disequilibrium score regressionMendelian randomizationvisual impairment

Identifiers

PMID41676410
PMCPMC12887980

What Socratic holds

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LicenceCC BY-NC-SA
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Registered trials

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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 Socratic graph.