Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease

Winkler, T. W.; Grassmann, F.; Brandl, C.; Kiel, C.; Guenther, F.; Strunz, T.; Weidner, L.; Zimmermann, M. E.; Korb, C. A.; Poplawski, A.; Schuster, A.; Muller-Nuraysid, M.; Peters, A.; Rauscher, F. G.; Elze, T.; Horn, K.; Scholz, M.; Canadas-Garre, M.; McKnight, A. J.; Quinn, N.; Hogg, R. E.; Kuechenhoff, H.; Heid, I. M.; Stark, K. J.; Weber, B. H.

doi:10.1101/2019.12.20.883801

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bioRxiv · 10.1101/2019.12.20.883801

Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease

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Abstract

BackgroundAdvanced 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 the preceding early stages of the diseases. MethodsTo identify genetic factors for early AMD, we conducted a genome-wide association meta-analysis with 14,034 early AMD cases and 91,214 controls from 11 sources of data including data from the International AMD Genomics Consortium (IAMDGC) and the UK Biobank (UKBB). We ascertained early AMD via color fundus photographs by manual grading for 10 sources and by using an automated machine learning approach for >170,000 images from UKBB. We searched for significant genetic loci in a genome-wide association screen (P<5x10-8) based on the meta-analysis of the 11 sources and via a candidate approach based on 13 suggestive early AMD variants from Holliday et al 2013 (P<0.05/13, additional 3,432 early AMD cases and 11,235 controls). For the novel AMD regions, we conducted in-silico follow-up analysis to prioritize causal genes and pathway analyses. ResultsWe identified 11 loci for early AMD, 9 novel and 2 known for early AMD. Most of these 11 loci overlapped with known advanced AMD loci (near ARMS2/HTRA1, CFH, APOE, C2, C3, CETP, PVRL2, TNFRSF10A, VEGFA), except two that were completely novel to any AMD. Among the 17 genes within the two novel loci, in-silico functional annotation suggested CD46 and TYR as the most likely responsible genes. We found the presence or absence of an early AMD effect to distinguish known pathways of advanced AMD genetics (complement/lipid pathways or extracellular matrix metabolism, respectively). ConclusionsOur data on early AMD genetics provides a resource comparable to the existing data on advanced AMD genetics, which enables a joint view. Our large GWAS on early AMD identified novel loci, highlighted shared and distinct genetics between early and advanced AMD and provides insights into AMD etiology. The ability of early AMD effects to differentiate the major pathways for advanced AMD underscores the biological relevance of a joint view on early and advanced AMD genetics.

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Winkler, T. W., Grassmann, F., Brandl, C., Kiel, C., Guenther, F., Strunz, T., Weidner, L., Zimmermann, M. E., Korb, C. A., Poplawski, A., Schuster, A., Muller-Nuraysid, M., Peters, A., Rauscher, F. G., Elze, T., Horn, K., Scholz, M., Canadas-Garre, M., McKnight, A. J., Quinn, N., Hogg, R. E., Kuechenhoff, H., Heid, I. M., Stark, K. J., Weber, B. H.. 2019-12-20. Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease. https://doi.org/10.1101/2019.12.20.883801

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