Nature CommunicationsGenetic & Genomic MedicinePeer-reviewed journal article
A Proteogenomic Signature of Age-related Macular Degeneration in Blood
Valur EmilssoniD, Elias Freyr GudmundssoniD, Þórarinn JónmundssoniD, Brynjolfur G. JonssoniD, Michael TwarogiD, Valborg GuðmundsdóttiriD, Zhiguang LiiD, Nancy FinkeliD, Stephen H. PooriD, Xin LiuiD, Robert Esterberg, Yiyun ZhangiD, Sandra JoseiD, Chia Ling HuangiD, Sha-Mei LiaoiD, Joseph LoureiroiD, Qin ZhangiD, Cynthia L. GrosskreutziD, Andrew Anh NguyeniD, Qian HuangiD, Barrett D. Leehy, Rebecca PittsiD, Thor AspelundiD, John R. LambiD, Friðbert JónassoniD, , Tony E. WalsheiD
Abstract
Age-related macular degeneration (AMD) is one of the most frequent causes of visual impairment in the elderly population. The overall etiology of AMD is complex and still poorly understood, though age, obesity, smoking, and high-density lipoprotein are known risk factors. In one of the first successful reported genome-wide association studies (GWAS), common genetic variants were strongly associated with AMD, including variants within the complement factor H (CFH) gene. To date, 34 genomic regions have been linked to AMD; however, the genes that mediate the risk remain largely unknown, indicating that novel approaches to identifying causal candidates are needed. Recent advances in proteomic technology have exposed the serum proteomes depth and complexity. In the Age, Gene/Environment Susceptibility Reykjavik Study (AGES-RS), a broad population-based study of the elderly (N = 5764), levels of 4137 human serum proteins and associated networks were integrated with established genetic risk loci for AMD, revealing many predicted as well as novel proteins and pathways, linked to the disease. Serum proteins were also found to reflect AMD severity independent of genetics and predict progression from early to advanced AMD after five years in this population. A two-sample Mendelian randomization study of five proteins associated with AMD found CFHR1, CFHR5, and FUT5 to be causally related to the disease, all of which were directionally consistent with the observational estimates. This study provides a robust and unique framework for elucidating the pathobiology of AMD.
- organism: human
- assay: proteomics
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: database / resource
- approach: statistical model
- approach: benchmark study
- Citations
- 42
- FWCI
- 7.81
- Field percentile
- top 1%
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