bioRxiv preprint doi: https://doi.org/10.1101/778613; this version posted September 23, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. 1 Towards the identification of causal genes for age-related macular degeneration 2 3 Fei-Fei Cheng1,2,3,5, You-Yuan Zhuang1,2,5, Xin-Ran Wen1,2, Angli Xue4, Jian Yang3,4,6,*, Zi-Bing 4 Jin1,2,6,* 5 6 1Division of Ophthalmic Genetics, The Eye Hospital, Wenzhou Medical University, Wenzhou 325027, 7 China; 8 2National Center for International Research in Regenerative Medicine and Neurogenetics, National 9 Clinical Research Center for Ophthalmology, State Key Laboratory of Ophthalmology, Optometry and 10 Visual Science, Wenzhou, 325027 China; 11 3Institute for Advanced Research, Wenzhou Medical University, Wenzhou 325035, China; 12 4Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, 4072, 13 Australia; 14 5These authors contributed equally. 15 6These authors jointly supervised this work. 16 *Correspondence: Zi-Bing Jin <
[email protected]> or Jian Yang <
[email protected]>. 17 18 Abstract 19 Age-related macular degeneration (AMD) is a leading cause of visual impairment in ageing 20 populations and has no radical treatment or prevention. Although genome-wide association studies 21 (GWAS) have identified many susceptibility loci for AMD, the underlying causal genes remain 22 elusive. Here, we prioritized nine putative causal genes by integrating expression quantitative trait 23 locus (eQTL) data from blood (푛 = 2,765) with AMD GWAS data (16,144 cases vs.