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Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease
- Source :
- BMC Med. Genomics 13:120 (2020), BMC Medical Genomics, Vol 13, Iss 1, Pp 1-18 (2020), BMC Medical Genomics
- Publication Year :
- 2019
- Publisher :
- Cold Spring Harbor Laboratory, 2019.
-
Abstract
- Background Advanced age-related macular degeneration (AMD) is a leading cause of blindness. While around half of the genetic contribution to advanced AMD has been uncovered, little is known about the genetic architecture of early AMD. Methods To identify genetic factors for early AMD, we conducted a genome-wide association study (GWAS) meta-analysis (14,034 cases, 91,214 controls, 11 sources of data including the International AMD Genomics Consortium, IAMDGC, and UK Biobank, UKBB). We ascertained early AMD via color fundus photographs by manual grading for 10 sources and via an automated machine learning approach for > 170,000 photographs from UKBB. We searched for early AMD loci via GWAS and via a candidate approach based on 14 previously suggested early AMD variants. Results Altogether, we identified 10 independent loci with statistical significance for early AMD: (i) 8 from our GWAS with genome-wide significance (P − 8), (ii) one previously suggested locus with experiment-wise significance (P ARMS2/HTRA1, CFH, C2, C3, CETP, TNFRSF10A, VEGFA, APOE), except two that have not yet been identified with statistical significance for any AMD. Among the 17 genes within these two loci, in-silico functional annotation suggested CD46 and TYR as the most likely responsible genes. Presence or absence of an early AMD effect distinguished the known pathways of advanced AMD genetics (complement/lipid pathways versus extracellular matrix metabolism). Conclusions Our GWAS on early AMD identified novel loci, highlighted shared and distinct genetics between early and advanced AMD and provides insights into AMD etiology. Our data provide a resource comparable in size to the existing IAMDGC data on advanced AMD genetics enabling a joint view. The biological relevance of this joint view is underscored by the ability of early AMD effects to differentiate the major pathways for advanced AMD.
- Subjects :
- 0301 basic medicine
genetic structures
610 Medizin
Genome-wide association study
Macular Degeneration
0302 clinical medicine
Advanced disease
CD46
Genetics (clinical)
Genetics
International AMD genomics consortium (IAMDGC)
ddc:610
0303 health sciences
Genome-wide association study (GWAS)
3. Good health
030220 oncology & carcinogenesis
Age-related macular degeneration (AMD)
Meta-analysis
Research Article
Genetic Markers
lcsh:Internal medicine
UK biobank (UKBB)
lcsh:QH426-470
Locus (genetics)
Genomics
Computational biology
Biology
Polymorphism, Single Nucleotide
Genome-wide association study (GWAS), Meta-analysis, Age-related macular degeneration (AMD), Early AMD, CD46, TYR, International AMD genomics consortium (IAMDGC), UK biobank (UKBB), Machine-learning, Automated phenotyping
03 medical and health sciences
Early AMD
medicine
Humans
Genetic Predisposition to Disease
Genome-wide Association Study (gwas)
Age-related Macular Degeneration (amd)
Early Amd
Cd46
Tyr
International Amd Genomics Consortium (iamdgc)
Uk Biobank (ukbb)
Machine-learning
Automated Phenotyping
lcsh:RC31-1245
030304 developmental biology
TYR
Macular degeneration
medicine.disease
Human genetics
eye diseases
Genetic architecture
lcsh:Genetics
030104 developmental biology
Genetic Loci
Case-Control Studies
Automated phenotyping
HTRA1
030221 ophthalmology & optometry
sense organs
Genome-Wide Association Study
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- BMC Med. Genomics 13:120 (2020), BMC Medical Genomics, Vol 13, Iss 1, Pp 1-18 (2020), BMC Medical Genomics
- Accession number :
- edsair.doi.dedup.....b54583b59cba9c40278282f803e03177