medRxivGenetic & Genomic MedicinePreprint
Retinal Transcriptome-Wide Association Study Identifies Novel Alzheimer's Disease Risk Genes
Yinuo ZhangiD, Brian D. CheniD, Huaigu Sun, Ruhao Shi, Li YiD, Jiawen DuiD, Andrea R.V.R. Horimoto
Abstract
INTRODUCTIONAlzheimers 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 Alzheimers 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 (CD55, CD46, TREM2) and provide functional transcriptomic evidence to prioritize novel causal drivers of AD pathogenesis, including STYX and the LRRC37 gene family. DISCUSSIONRetinal data capture core AD genetic architecture and reveal novel risk genes, highlighting the retina as a molecularly informative tissue for dementia research.
- organism: human
- assay: bulk RNA-seq
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Brain and Blood Transcriptome-Wide Association Studies Identify Five Novel Genes Associated with Alzheimer's Disease
Makaela Mews, Adam Christian Naj, … William S. Bush·Journal of Alzheimer s DiseasePeer-reviewed·Mar 20, 2025
- Cell-associated Transcriptional Alterations in the Retinal of Alzheimer's Disease
Jennifer Ngolab, Adam Mark, … Robert A. Rissman·bioRxiv·Aug 18, 2022
- Multimodal Analysis of Transcriptional Regulation in the Dorsolateral Prefrontal Cortex Enhances Alzheimer's Disease Risk Gene Discovery
Kyurhi Kim, Qiang Liu, … Michael P. Epstein·medRxiv·Nov 1, 2026
- Genome-wide meta-analysis, fine-mapping, and integrative prioritization identify new Alzheimer's disease risk genes
Jeremy Schwartzentruber, Sarah Cooper, … Andrew Roger Bassett·Nature GeneticsPeer-reviewed·Feb 15, 2021
- Bayesian genome-wide TWAS with reference transcriptomic data of brain and blood tissues identified 93 risk genes for Alzheimer's disease dementia
Shu-yi Guo, Jingjing Yang·medRxiv·Jul 6, 2023
- Transcriptome-wide association study of Alzheimer disease reveals many differentially expressed genes and multiple biological pathways in brain tissue from African American donors
Mark W. Logue, Adam Thomas Labadorf, … Lindsay A. Farrer·medRxiv·Oct 29, 2024