Literature DB >> 29346644

Genome-wide analysis of disease progression in age-related macular degeneration.

Qi Yan1, Ying Ding2, Yi Liu1,2, Tao Sun1,2, Lars G Fritsche3, Traci Clemons4, Rinki Ratnapriya5, Michael L Klein6, Richard J Cook7, Yu Liu8, Ruzong Fan9, Lai Wei8, Gonçalo R Abecasis3, Anand Swaroop5, Emily Y Chew10, Daniel E Weeks2,11, Wei Chen1,2,11.   

Abstract

Family- and population-based genetic studies have successfully identified multiple disease-susceptibility loci for Age-related macular degeneration (AMD), one of the first batch and most successful examples of genome-wide association study. However, most genetic studies to date have focused on case-control studies of late AMD (choroidal neovascularization or geographic atrophy). The genetic influences on disease progression are largely unexplored. We assembled unique resources to perform a genome-wide bivariate time-to-event analysis to test for association of time-to-late-AMD with ∼9 million variants on 2721 Caucasians from a large multi-center randomized clinical trial, the Age-Related Eye Disease Study. To our knowledge, this is the first genome-wide association study of disease progression (bivariate survival outcome) in AMD genetic studies, thus providing novel insights to AMD genetics. We used a robust Cox proportional hazards model to appropriately account for between-eye correlation when analyzing the progression time in the two eyes of each participant. We identified four previously reported susceptibility loci showing genome-wide significant association with AMD progression: ARMS2-HTRA1 (P = 8.1 × 10-43), CFH (P = 3.5 × 10-37), C2-CFB-SKIV2L (P = 8.1 × 10-10) and C3 (P = 1.2 × 10-9). Furthermore, we detected association of rs58978565 near TNR (P = 2.3 × 10-8), rs28368872 near ATF7IP2 (P = 2.9 × 10-8) and rs142450006 near MMP9 (P = 0.0006) with progression to choroidal neovascularization but not geographic atrophy. Secondary analysis limited to 34 reported risk variants revealed that LIPC and CTRB2-CTRB1 were also associated with AMD progression (P < 0.0015). Our genome-wide analysis thus expands the genetics in both development and progression of AMD and should assist in early identification of high risk individuals.

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Year:  2018        PMID: 29346644      PMCID: PMC6059197          DOI: 10.1093/hmg/ddy002

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  23 in total

1.  Risk models for progression to advanced age-related macular degeneration using demographic, environmental, genetic, and ocular factors.

Authors:  Johanna M Seddon; Robyn Reynolds; Yi Yu; Mark J Daly; Bernard Rosner
Journal:  Ophthalmology       Date:  2011-09-29       Impact factor: 12.079

2.  Susceptibility genes for age-related maculopathy on chromosome 10q26.

Authors:  Johanna Jakobsdottir; Yvette P Conley; Daniel E Weeks; Tammy S Mah; Robert E Ferrell; Michael B Gorin
Journal:  Am J Hum Genet       Date:  2005-07-26       Impact factor: 11.025

3.  CFH haplotypes without the Y402H coding variant show strong association with susceptibility to age-related macular degeneration.

Authors:  Mingyao Li; Pelin Atmaca-Sonmez; Mohammad Othman; Kari E H Branham; Ritu Khanna; Michael S Wade; Yun Li; Liming Liang; Sepideh Zareparsi; Anand Swaroop; Gonçalo R Abecasis
Journal:  Nat Genet       Date:  2006-08-27       Impact factor: 38.330

4.  Five-year progression of unilateral age-related macular degeneration to bilateral involvement: the Three Continent AMD Consortium report.

Authors:  Nichole Joachim; Johanna Maria Colijn; Annette Kifley; Kristine E Lee; Gabriëlle H S Buitendijk; Barbara E K Klein; Chelsea E Myers; Stacy M Meuer; Ava G Tan; Elizabeth G Holliday; John Attia; Gerald Liew; Sudha K Iyengar; Paulus T V M de Jong; Albert Hofman; Johannes R Vingerling; Paul Mitchell; Caroline C W Klaver; Ronald Klein; Jie Jin Wang
Journal:  Br J Ophthalmol       Date:  2017-01-20       Impact factor: 4.638

5.  Inclusion of genotype with fundus phenotype improves accuracy of predicting choroidal neovascularization and geographic atrophy.

Authors:  Lorah T Perlee; Aruna T Bansal; Karen Gehrs; Jeffrey S Heier; Karl Csaky; Rando Allikmets; Paul Oeth; Toni Paladino; Daniel H Farkas; P Lyle Rawlings; Gregory S Hageman
Journal:  Ophthalmology       Date:  2013-03-21       Impact factor: 12.079

6.  Positive feedback regulation between MMP-9 and VEGF in human RPE cells.

Authors:  Margrit Hollborn; Christina Stathopoulos; Anja Steffen; Peter Wiedemann; Leon Kohen; Andreas Bringmann
Journal:  Invest Ophthalmol Vis Sci       Date:  2007-09       Impact factor: 4.799

7.  Prediction model for prevalence and incidence of advanced age-related macular degeneration based on genetic, demographic, and environmental variables.

Authors:  Johanna M Seddon; Robyn Reynolds; Julian Maller; Jesen A Fagerness; Mark J Daly; Bernard Rosner
Journal:  Invest Ophthalmol Vis Sci       Date:  2008-12-30       Impact factor: 4.799

8.  Susceptibility genes and progression in age-related maculopathy: a study of single eyes.

Authors:  Astrid Farwick; Jürgen Wellmann; Monika Stoll; Daniel Pauleikhoff; Hans-Werner Hense
Journal:  Invest Ophthalmol Vis Sci       Date:  2009-09-24       Impact factor: 4.799

9.  Gene expression pattern of cells from inflamed and normal areas of osteoarthritis synovial membrane.

Authors:  Cécile Lambert; Jean-Emile Dubuc; Eulàlia Montell; Josep Vergés; Carine Munaut; Agnès Noël; Yves Henrotin
Journal:  Arthritis Rheumatol       Date:  2014-04       Impact factor: 10.995

10.  Seven new loci associated with age-related macular degeneration.

Authors:  Lars G Fritsche; Wei Chen; Matthew Schu; Brian L Yaspan; Yi Yu; Gudmar Thorleifsson; Donald J Zack; Satoshi Arakawa; Valentina Cipriani; Stephan Ripke; Robert P Igo; Gabriëlle H S Buitendijk; Xueling Sim; Daniel E Weeks; Robyn H Guymer; Joanna E Merriam; Peter J Francis; Gregory Hannum; Anita Agarwal; Ana Maria Armbrecht; Isabelle Audo; Tin Aung; Gaetano R Barile; Mustapha Benchaboune; Alan C Bird; Paul N Bishop; Kari E Branham; Matthew Brooks; Alexander J Brucker; William H Cade; Melinda S Cain; Peter A Campochiaro; Chi-Chao Chan; Ching-Yu Cheng; Emily Y Chew; Kimberly A Chin; Itay Chowers; David G Clayton; Radu Cojocaru; Yvette P Conley; Belinda K Cornes; Mark J Daly; Baljean Dhillon; Albert O Edwards; Evangelos Evangelou; Jesen Fagerness; Henry A Ferreyra; James S Friedman; Asbjorg Geirsdottir; Ronnie J George; Christian Gieger; Neel Gupta; Stephanie A Hagstrom; Simon P Harding; Christos Haritoglou; John R Heckenlively; Frank G Holz; Guy Hughes; John P A Ioannidis; Tatsuro Ishibashi; Peronne Joseph; Gyungah Jun; Yoichiro Kamatani; Nicholas Katsanis; Claudia N Keilhauer; Jane C Khan; Ivana K Kim; Yutaka Kiyohara; Barbara E K Klein; Ronald Klein; Jaclyn L Kovach; Igor Kozak; Clara J Lee; Kristine E Lee; Peter Lichtner; Andrew J Lotery; Thomas Meitinger; Paul Mitchell; Saddek Mohand-Saïd; Anthony T Moore; Denise J Morgan; Margaux A Morrison; Chelsea E Myers; Adam C Naj; Yusuke Nakamura; Yukinori Okada; Anton Orlin; M Carolina Ortube; Mohammad I Othman; Chris Pappas; Kyu Hyung Park; Gayle J T Pauer; Neal S Peachey; Olivier Poch; Rinki Ratna Priya; Robyn Reynolds; Andrea J Richardson; Raymond Ripp; Guenther Rudolph; Euijung Ryu; José-Alain Sahel; Debra A Schaumberg; Hendrik P N Scholl; Stephen G Schwartz; William K Scott; Humma Shahid; Haraldur Sigurdsson; Giuliana Silvestri; Theru A Sivakumaran; R Theodore Smith; Lucia Sobrin; Eric H Souied; Dwight E Stambolian; Hreinn Stefansson; Gwen M Sturgill-Short; Atsushi Takahashi; Nirubol Tosakulwong; Barbara J Truitt; Evangelia E Tsironi; André G Uitterlinden; Cornelia M van Duijn; Lingam Vijaya; Johannes R Vingerling; Eranga N Vithana; Andrew R Webster; H-Erich Wichmann; Thomas W Winkler; Tien Y Wong; Alan F Wright; Diana Zelenika; Ming Zhang; Ling Zhao; Kang Zhang; Michael L Klein; Gregory S Hageman; G Mark Lathrop; Kari Stefansson; Rando Allikmets; Paul N Baird; Michael B Gorin; Jie Jin Wang; Caroline C W Klaver; Johanna M Seddon; Margaret A Pericak-Vance; Sudha K Iyengar; John R W Yates; Anand Swaroop; Bernhard H F Weber; Michiaki Kubo; Margaret M Deangelis; Thierry Léveillard; Unnur Thorsteinsdottir; Jonathan L Haines; Lindsay A Farrer; Iris M Heid; Gonçalo R Abecasis
Journal:  Nat Genet       Date:  2013-03-03       Impact factor: 38.330

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  23 in total

1.  Copula-based score test for bivariate time-to-event data, with application to a genetic study of AMD progression.

Authors:  Tao Sun; Yi Liu; Richard J Cook; Wei Chen; Ying Ding
Journal:  Lifetime Data Anal       Date:  2018-12-17       Impact factor: 1.588

2.  AMD Genetics: Methods and Analyses for Association, Progression, and Prediction.

Authors:  Qi Yan; Ying Ding; Daniel E Weeks; Wei Chen
Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

3.  Age-related Macular Degeneration: Nutrition, Genes and Deep Learning-The LXXVI Edward Jackson Memorial Lecture.

Authors:  Emily Y Chew
Journal:  Am J Ophthalmol       Date:  2020-06-20       Impact factor: 5.258

4.  Immunological Aspects of Age-Related Macular Degeneration.

Authors:  Michael J Allingham; Anna Loksztejn; Scott W Cousins; Priyatham S Mettu
Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

5.  Potential participation of CTRP6, a complement regulator, in the pathology of age related macular degeneration.

Authors:  Katsuhiko Shinomiya; Atsushi Mukai; Eiko Ito; Kazuhito Yoneda; Morio Ueno; Chie Sotozono; Shigeru Kinoshita; Junji Hamuro
Journal:  Jpn J Ophthalmol       Date:  2022-04-09       Impact factor: 2.447

6.  Assessing bidirectional associations between cognitive impairment and late age-related macular degeneration in the Age-Related Eye Disease Study 2.

Authors:  Jimmy T Le; Elvira Agrón; Tiarnan D L Keenan; Traci E Clemons; Willa D Brenowitz; Kristine Yaffe; Emily Y Chew
Journal:  Alzheimers Dement       Date:  2021-11-10       Impact factor: 16.655

7.  Genome-wide association study-based deep learning for survival prediction.

Authors:  Tao Sun; Yue Wei; Wei Chen; Ying Ding
Journal:  Stat Med       Date:  2020-09-24       Impact factor: 2.373

8.  Gene-based association analysis for bivariate time-to-event data through functional regression with copula models.

Authors:  Yue Wei; Yi Liu; Tao Sun; Wei Chen; Ying Ding
Journal:  Biometrics       Date:  2019-10-18       Impact factor: 2.571

9.  EyeDiseases: an integrated resource for dedicating to genetic variants, gene expression and epigenetic factors of human eye diseases.

Authors:  Jian Yuan; Fukun Chen; Dandan Fan; Qi Jiang; Zhengbo Xue; Ji Zhang; Xiangyi Yu; Kai Li; Jia Qu; Jianzhong Su
Journal:  NAR Genom Bioinform       Date:  2021-06-01

Review 10.  Matrix Metalloproteinases in Age-Related Macular Degeneration (AMD).

Authors:  Luis García-Onrubia; Fco Javier Valentín-Bravo; Rosa M Coco-Martin; Rogelio González-Sarmiento; J Carlos Pastor; Ricardo Usategui-Martín; Salvador Pastor-Idoate
Journal:  Int J Mol Sci       Date:  2020-08-18       Impact factor: 5.923

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