Evidence map›Paper›PMID 41211298›Full record

ArticleOphthalmology science2026

Investigating the Shared Genetic Architecture of 3 Age-Related Ocular Disorders.

Zhan-Pei Bai, Yi-Suo Pan, Yi-Xin Cai, Chong Chen, Di Tao, Xin-Yi Zhao, Yi-Fan Shen, Feng Chen, Jun-Hua Li, Jia Qu and 1 more

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Neuroinflammation in glaucoma: a myriad of cellular pathways and players.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Review
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

11 authors.

Zhan-Pei BaiZhejiang Provincial Clinical Research Center for Pediatric Precision Medicine, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Yi-Suo PanNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Yi-Xin CaiZhejiang Provincial Clinical Research Center for Pediatric Precision Medicine, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Chong ChenNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Di TaoNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Xin-Yi ZhaoNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Yi-Fan ShenZhejiang Provincial Clinical Research Center for Pediatric Precision Medicine, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Feng ChenZhejiang Provincial Clinical Research Center for Pediatric Precision Medicine, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Jun-Hua LiNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Jia QuNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Xiu-Feng HuangZhejiang Provincial Clinical Research Center for Pediatric Precision Medicine, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To explore the shared genetic architecture, causal relationships, and cell type-specific expression patterns of pleiotropic genes in age-related macular degeneration (AMD), cataract, and primary open-angle glaucoma (POAG), uncovering molecular mechanisms and informing targeted therapies. Design: A genetic association study combined with cross-trait meta-analyses, Mendelian randomization analyses, and single-cell RNA sequencing (scRNA-seq) analysis. Subjects: The data related to 3 age-related ocular diseases, including AMD, cataract, and POAG, were obtained from publicly available genome-wide association study (GWAS) databases. Methods: We conducted a comprehensive genetic analysis utilizing GWAS summary statistics to examine genetic correlations among AMD, cataract, and POAG. Cross-trait meta-analyses were performed to identify shared risk loci. Mendelian randomization was employed to investigate potential causal relationships between these conditions. Additionally, we analyzed scRNA-seq data to examine the expression patterns of identified pleiotropic genes across different retinal cell types. Main Outcome Measures: Identification of shared risk single nucleotide polymorphisms (SNPs) and pleiotropic loci. Causal relationships between AMD, cataract, and POAG. Cell type-specific expression patterns of pleiotropic genes in retinal cells. Results: Our analysis revealed significant genetic correlations, with a negative correlation between AMD and POAG and a positive correlation between cataract and POAG. Cross-trait meta-analyses identified shared risk SNPs, with Conclusions: This study provides compelling evidence for shared genetic architecture and causal relationships among AMD, cataract, and POAG. The identification of specific pleiotropic genes and their expression patterns across retinal cell types offers new insights into the molecular mechanisms underlying these age-related ocular diseases, potentially informing the development of targeted therapeutic strategies. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Indexed as

Age-related ocular diseasesGenetic correlationsGenome-wide association studyPleiotropic geneShared genetic architecture

Identifiers

PMID41211298
PMCPMC12593574

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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.