Evidence map›Paper›PMID 42428058›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Retinal Transcriptome-Wide Association Study Identifies Novel Alzheimer's Disease Risk Genes.

Yinuo Zhang, Brian Chen, Huaigu Sun, Ruhao Shi, Yun Li, Jiawen Du, Andrea R V R Horimoto

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Yinuo ZhangDepartment of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
Brian ChenDepartment of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
Huaigu SunSchool of Public Health, Rutgers University, Piscataway, NJ, 08854, USA.
Ruhao ShiDepartment of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
Yun LiDepartment of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
Jiawen DuDepartment of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.ORCID 0000-0003-3711-8101
Andrea R V R HorimotoDepartment of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.

Funding

Preclinical CoreP50HD103573 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI GABRIEL S DICHTER · 2020 to 2026
$9.7M
Study of Selective Cell and System Vulnerability in Alzheimer's DiseaseR01AG079291 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Li Gan, Yun Li · 2023 to 2026
$5.4M
Polygenic risk scores for cardiometabolic disorders: the role of blood cells immune response and evolutionary adaptationU01HG011720 · NHGRI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Yun Li, ALEXANDER P REINER · 2021 to 2026
$5.4M
Immune Cells in Alzheimer’s Disease and Related Dementias in the Jackson Heart StudyR01AG075884 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Laura M Raffield · 2022 to 2026
$3.7M
Construction and Application of Comprehensive Knowledge Graphs for Alzheimer's DiseaseR01AG085581 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Yun Li, Hongtu Zhu · 2024 to 2026
$3.7M
Genetics of Cardiovascular Disease in Chronic Kidney DiseaseR01HL163972 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI FRANCESCHINI, NORA, LI, YUN · 2022 to 2025
$1.9M
NHGRI NIH HHS U01 HG011720NHLBI NIH HHS R01 HL163972NIA NIH HHS R01 AG075884NIA NIH HHS R01 AG079291NIA NIH HHS R01 AG085581NICHD NIH HHS P50 HD103573
6 · The paper itself

Abstract

introductionAlzheimer's disease (AD) is the leading cause of dementia worldwide. The retina shares molecular pathways with the brain, yet no study has systematically linked retinal gene expression to AD risk.

methodsWe performed transcriptome-wide association studies (TWAS) using two independent retinal eQTL panels (Strunz et al., n = 311; EyeGEx, n = 406) and a large meta-analyzed AD genome-wide association study (GWAS) (Bellenguez et al., 111,326 cases, 677,663 controls). Genes were further validated with GWAS in the independent Alzheimer's Disease Sequencing Project (ADSP) using a matched eQTL-panel strategy.

resultsWe identified 62 AD-associated genes across the two eQTL panels using Bellenguez et al. as the discovery cohort. Of these, 31 were replicated in the ADSP cohort. The findings highlight shared complement-mediated immune dysregulation ( DISCUSSION: Retinal data capture core AD genetic architecture and reveal novel risk genes, highlighting the retina as a molecularly informative tissue for dementia research.

Indexed as

Alzheimer’s diseasecomplement systemexpression quantitative trait loci (eQTL)OTTERSretinatranscriptome-wide association study (TWAS)

Identifiers

PMID42428058
PMCPMC13345444

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.