TY - JOUR
T1 - Genetic pleiotropy between age-related macular degeneration and 16 complex diseases and traits
AU - Grassmann, Felix
AU - Kiel, Christina
AU - Zimmermann, Martina E.
AU - Gorski, Mathias
AU - Grassmann, Veronika
AU - Stark, Klaus
AU - Heid, Iris M.
AU - Weber, Bernhard H.F.
AU - Fritsche, Lars G.
AU - Igl, Wilmar
AU - Bailey, Jessica N.Cooke
AU - Sengupta, Sebanti
AU - Bragg-Gresham, Jennifer L.
AU - Burdon, Kathryn P.
AU - Hebbring, Scott J.
AU - Wen, Cindy
AU - Kim, Ivana K.
AU - Cho, David
AU - Zack, Donald
AU - Souied, Eric
AU - Scholl, Hendrik P.N.
AU - Bala, Elisa
AU - Lee, Kristine E.
AU - Hunter, David J.
AU - Sardell, Rebecca J.
AU - Mitchell, Paul
AU - Merriam, Joanna E.
AU - Cipriani, Valentina
AU - Hoffman, Joshua D.
AU - Schick, Tina
AU - Lechanteur, Yara T.E.
AU - Guymer, Robyn H.
AU - Johnson, Matthew P.
AU - Jiang, Yingda
AU - Stanton, Chloe M.
AU - Buitendijk, Gabriëlle H.S.
AU - Zhan, Xiaowei
AU - Kwong, Alan M.
AU - Boleda, Alexis
AU - Brooks, Matthew
AU - Gieser, Linn
AU - Ratnapriya, Rinki
AU - Branham, Kari E.
AU - Foerster, Johanna R.
AU - Heckenlively, John R.
AU - Othman, Mohammad I.
AU - Vote, Brendan J.
AU - Liang, Helena Hai
AU - Souzeau, Emmanuelle
AU - McAllister, Ian L.
AU - International AMD Genomics Consortium (IAMDGC)
N1 - Acknowledgements
The authors thank the International AMD Genomics Consortium (IAMDGC, http://eaglep.case.edu/iamdgc_web/) for providing the genotypes. They also thank Paul N. Baird (Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Australia), Michael B. Gorin (Department of Ophthalmology, David Geffen School of Medicine, Stein Eye Institute, University of California, USA), Jie Jin Wang (Centre for Vision Research, Department of Ophthalmology and Westmead Millennium Institute for Medical Research, University of Sydney, Australia), and Ron Klein (Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, USA) from the IAMDGC for their critical comments on the final manuscript.
PY - 2017/3
Y1 - 2017/3
N2 - Background: Age-related macular degeneration (AMD) is a common condition of vision loss with disease development strongly influenced by environmental and genetic factors. Recently, 34 loci were associated with AMD at genome-wide significance. So far, little is known about a genetic overlap between AMD and other complex diseases or disease-relevant traits. Methods: For each of 60 complex diseases/traits with publicly available genome-wide significant association data, the lead genetic variant per independent locus was extracted and a genetic score was calculated for each disease/trait as the weighted sum of risk alleles. The association with AMD was estimated based on 16,144 AMD cases and 17,832 controls using logistic regression. Results: Of the respective disease/trait variance, the 60 genetic scores explained on average 4.8% (0.27-20.69%) and 16 of them were found to be significantly associated with AMD (Q-values < 0.01, p values from < 1.0 × 10-16 to 1.9 × 10-3). Notably, an increased risk for AMD was associated with reduced risk for cardiovascular diseases, increased risk for autoimmune diseases, higher HDL and lower LDL levels in serum, lower bone-mineral density as well as an increased risk for skin cancer. By restricting the analysis to 1824 variants initially used to compute the 60 genetic scores, we identified 28 novel AMD risk variants (Q-values < 0.01, p values from 1.1 × 10-7 to 3.0 × 10-4), known to be involved in cardiovascular disorders, lipid metabolism, autoimmune diseases, anthropomorphic traits, ocular disorders, and neurological diseases. The latter variants represent 20 novel AMD-associated, pleiotropic loci. Genes in the novel loci reinforce previous findings strongly implicating the complement system in AMD pathogenesis. Conclusions: We demonstrate a substantial overlap of the genetics of several complex diseases/traits with AMD and provide statistically significant evidence for an additional 20 loci associated with AMD. This highlights the possibility that so far unrelated pathologies may have disease pathways in common.
AB - Background: Age-related macular degeneration (AMD) is a common condition of vision loss with disease development strongly influenced by environmental and genetic factors. Recently, 34 loci were associated with AMD at genome-wide significance. So far, little is known about a genetic overlap between AMD and other complex diseases or disease-relevant traits. Methods: For each of 60 complex diseases/traits with publicly available genome-wide significant association data, the lead genetic variant per independent locus was extracted and a genetic score was calculated for each disease/trait as the weighted sum of risk alleles. The association with AMD was estimated based on 16,144 AMD cases and 17,832 controls using logistic regression. Results: Of the respective disease/trait variance, the 60 genetic scores explained on average 4.8% (0.27-20.69%) and 16 of them were found to be significantly associated with AMD (Q-values < 0.01, p values from < 1.0 × 10-16 to 1.9 × 10-3). Notably, an increased risk for AMD was associated with reduced risk for cardiovascular diseases, increased risk for autoimmune diseases, higher HDL and lower LDL levels in serum, lower bone-mineral density as well as an increased risk for skin cancer. By restricting the analysis to 1824 variants initially used to compute the 60 genetic scores, we identified 28 novel AMD risk variants (Q-values < 0.01, p values from 1.1 × 10-7 to 3.0 × 10-4), known to be involved in cardiovascular disorders, lipid metabolism, autoimmune diseases, anthropomorphic traits, ocular disorders, and neurological diseases. The latter variants represent 20 novel AMD-associated, pleiotropic loci. Genes in the novel loci reinforce previous findings strongly implicating the complement system in AMD pathogenesis. Conclusions: We demonstrate a substantial overlap of the genetics of several complex diseases/traits with AMD and provide statistically significant evidence for an additional 20 loci associated with AMD. This highlights the possibility that so far unrelated pathologies may have disease pathways in common.
KW - Age-related macular degeneration
KW - AMD
KW - Complex traits
KW - Genetic association studies
KW - Genetic risk scores
KW - GRS
KW - Shared genetics
UR - http://www.scopus.com/inward/record.url?scp=85016152757&partnerID=8YFLogxK
U2 - 10.1186/s13073-017-0418-0
DO - 10.1186/s13073-017-0418-0
M3 - Article
C2 - 28347358
AN - SCOPUS:85016152757
VL - 9
JO - Genome Medicine
JF - Genome Medicine
SN - 1756-994X
M1 - 29
ER -