Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error

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Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error. / Tedja, Milly S; Wojciechowski, Robert; Hysi, Pirro G; Eriksson, Nicholas; Furlotte, Nicholas A; Verhoeven, Virginie J M; Iglesias, Adriana I; Meester-Smoor, Magda A; Tompson, Stuart W; Fan, Qiao; Khawaja, Anthony P; Cheng, Ching-Yu; Höhn, René; Yamashiro, Kenji; Wenocur, Adam; Grazal, Clare; Haller, Toomas; Metspalu, Andres; Wedenoja, Juho; Jonas, Jost B; Wang, Ya Xing; Xie, Jing; Mitchell, Paul; Foster, Paul J; Klein, Barbara E K; Klein, Ronald; Paterson, Andrew D; Hosseini, S Mohsen; Shah, Rupal L; Williams, Cathy; Teo, Yik Ying; Tham, Yih Chung; Gupta, Preeti; Zhao, Wanting; Shi, Yuan; Saw, Woei-Yuh; Tai, E-Shyong; Sim, Xue Ling; Huffman, Jennifer E; Polašek, Ozren; Hayward, Caroline; Bencic, Goran; Rudan, Igor; Wilson, James F; Joshi, Peter K; Tsujikawa, Akitaka; Matsuda, Fumihiko; Whisenhunt, Kristina N; Zeller, Tanja; van der Spek, Peter J; Haak, Roxanna; Meijers-Heijboer, Hanne; van Leeuwen, Elisabeth M; Iyengar, Sudha K; Lass, Jonathan H; Hofman, Albert; Rivadeneira, Fernando; Uitterlinden, André G; Vingerling, Johannes R; Lehtimäki, Terho; Raitakari, Olli T; Biino, Ginevra; Concas, Maria Pina; Schwantes-An, Tae-Hwi; Igo, Robert P; Cuellar-Partida, Gabriel; Martin, Nicholas G; Craig, Jamie E; Gharahkhani, Puya; Williams, Katie M; Nag, Abhishek; Rahi, Jugnoo S; Cumberland, Phillippa M; Delcourt, Cécile; Bellenguez, Céline; Ried, Janina S; Bergen, Arthur A; Meitinger, Thomas; Gieger, Christian; Wong, Tien Yin; Hewitt, Alex W; Mackey, David A; Simpson, Claire L; Pfeiffer, Norbert; Pärssinen, Olavi; Baird, Paul N; Vitart, Veronique; Amin, Najaf; van Duijn, Cornelia M; Bailey-Wilson, Joan E; Young, Terri L; Saw, Seang-Mei; Stambolian, Dwight; MacGregor, Stuart; Guggenheim, Jeremy A; Tung, Joyce Y; Hammond, Christopher J; Klaver, Caroline C W; CREAM Consortium.

In: NAT GENET, Vol. 50, No. 6, 06.2018, p. 834-848.

Research output: SCORING: Contribution to journalSCORING: Journal articleResearchpeer-review

Harvard

Tedja, MS, Wojciechowski, R, Hysi, PG, Eriksson, N, Furlotte, NA, Verhoeven, VJM, Iglesias, AI, Meester-Smoor, MA, Tompson, SW, Fan, Q, Khawaja, AP, Cheng, C-Y, Höhn, R, Yamashiro, K, Wenocur, A, Grazal, C, Haller, T, Metspalu, A, Wedenoja, J, Jonas, JB, Wang, YX, Xie, J, Mitchell, P, Foster, PJ, Klein, BEK, Klein, R, Paterson, AD, Hosseini, SM, Shah, RL, Williams, C, Teo, YY, Tham, YC, Gupta, P, Zhao, W, Shi, Y, Saw, W-Y, Tai, E-S, Sim, XL, Huffman, JE, Polašek, O, Hayward, C, Bencic, G, Rudan, I, Wilson, JF, Joshi, PK, Tsujikawa, A, Matsuda, F, Whisenhunt, KN, Zeller, T, van der Spek, PJ, Haak, R, Meijers-Heijboer, H, van Leeuwen, EM, Iyengar, SK, Lass, JH, Hofman, A, Rivadeneira, F, Uitterlinden, AG, Vingerling, JR, Lehtimäki, T, Raitakari, OT, Biino, G, Concas, MP, Schwantes-An, T-H, Igo, RP, Cuellar-Partida, G, Martin, NG, Craig, JE, Gharahkhani, P, Williams, KM, Nag, A, Rahi, JS, Cumberland, PM, Delcourt, C, Bellenguez, C, Ried, JS, Bergen, AA, Meitinger, T, Gieger, C, Wong, TY, Hewitt, AW, Mackey, DA, Simpson, CL, Pfeiffer, N, Pärssinen, O, Baird, PN, Vitart, V, Amin, N, van Duijn, CM, Bailey-Wilson, JE, Young, TL, Saw, S-M, Stambolian, D, MacGregor, S, Guggenheim, JA, Tung, JY, Hammond, CJ, Klaver, CCW & CREAM Consortium 2018, 'Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error', NAT GENET, vol. 50, no. 6, pp. 834-848. https://doi.org/10.1038/s41588-018-0127-7

APA

Tedja, M. S., Wojciechowski, R., Hysi, P. G., Eriksson, N., Furlotte, N. A., Verhoeven, V. J. M., Iglesias, A. I., Meester-Smoor, M. A., Tompson, S. W., Fan, Q., Khawaja, A. P., Cheng, C-Y., Höhn, R., Yamashiro, K., Wenocur, A., Grazal, C., Haller, T., Metspalu, A., Wedenoja, J., ... CREAM Consortium (2018). Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error. NAT GENET, 50(6), 834-848. https://doi.org/10.1038/s41588-018-0127-7

Vancouver

Tedja MS, Wojciechowski R, Hysi PG, Eriksson N, Furlotte NA, Verhoeven VJM et al. Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error. NAT GENET. 2018 Jun;50(6):834-848. https://doi.org/10.1038/s41588-018-0127-7

Bibtex

@article{e77ec8c59be34559be65de533e2fa8c2,
title = "Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error",
abstract = "Refractive errors, including myopia, are the most frequent eye disorders worldwide and an increasingly common cause of blindness. This genome-wide association meta-analysis in 160,420 participants and replication in 95,505 participants increased the number of established independent signals from 37 to 161 and showed high genetic correlation between Europeans and Asians (>0.78). Expression experiments and comprehensive in silico analyses identified retinal cell physiology and light processing as prominent mechanisms, and also identified functional contributions to refractive-error development in all cell types of the neurosensory retina, retinal pigment epithelium, vascular endothelium and extracellular matrix. Newly identified genes implicate novel mechanisms such as rod-and-cone bipolar synaptic neurotransmission, anterior-segment morphology and angiogenesis. Thirty-one loci resided in or near regions transcribing small RNAs, thus suggesting a role for post-transcriptional regulation. Our results support the notion that refractive errors are caused by a light-dependent retina-to-sclera signaling cascade and delineate potential pathobiological molecular drivers.",
keywords = "Adult, Asian Continental Ancestry Group/genetics, Blindness/genetics, European Continental Ancestry Group/genetics, Female, Gene Expression Regulation, Genetic Predisposition to Disease, Genome-Wide Association Study/methods, Humans, Male, Myopia/genetics, Polymorphism, Single Nucleotide, Refractive Errors/genetics, Retina/metabolism, Retinal Pigment Epithelium/metabolism, Signal Transduction",
author = "Tedja, {Milly S} and Robert Wojciechowski and Hysi, {Pirro G} and Nicholas Eriksson and Furlotte, {Nicholas A} and Verhoeven, {Virginie J M} and Iglesias, {Adriana I} and Meester-Smoor, {Magda A} and Tompson, {Stuart W} and Qiao Fan and Khawaja, {Anthony P} and Ching-Yu Cheng and Ren{\'e} H{\"o}hn and Kenji Yamashiro and Adam Wenocur and Clare Grazal and Toomas Haller and Andres Metspalu and Juho Wedenoja and Jonas, {Jost B} and Wang, {Ya Xing} and Jing Xie and Paul Mitchell and Foster, {Paul J} and Klein, {Barbara E K} and Ronald Klein and Paterson, {Andrew D} and Hosseini, {S Mohsen} and Shah, {Rupal L} and Cathy Williams and Teo, {Yik Ying} and Tham, {Yih Chung} and Preeti Gupta and Wanting Zhao and Yuan Shi and Woei-Yuh Saw and E-Shyong Tai and Sim, {Xue Ling} and Huffman, {Jennifer E} and Ozren Pola{\v s}ek and Caroline Hayward and Goran Bencic and Igor Rudan and Wilson, {James F} and Joshi, {Peter K} and Akitaka Tsujikawa and Fumihiko Matsuda and Whisenhunt, {Kristina N} and Tanja Zeller and {van der Spek}, {Peter J} and Roxanna Haak and Hanne Meijers-Heijboer and {van Leeuwen}, {Elisabeth M} and Iyengar, {Sudha K} and Lass, {Jonathan H} and Albert Hofman and Fernando Rivadeneira and Uitterlinden, {Andr{\'e} G} and Vingerling, {Johannes R} and Terho Lehtim{\"a}ki and Raitakari, {Olli T} and Ginevra Biino and Concas, {Maria Pina} and Tae-Hwi Schwantes-An and Igo, {Robert P} and Gabriel Cuellar-Partida and Martin, {Nicholas G} and Craig, {Jamie E} and Puya Gharahkhani and Williams, {Katie M} and Abhishek Nag and Rahi, {Jugnoo S} and Cumberland, {Phillippa M} and C{\'e}cile Delcourt and C{\'e}line Bellenguez and Ried, {Janina S} and Bergen, {Arthur A} and Thomas Meitinger and Christian Gieger and Wong, {Tien Yin} and Hewitt, {Alex W} and Mackey, {David A} and Simpson, {Claire L} and Norbert Pfeiffer and Olavi P{\"a}rssinen and Baird, {Paul N} and Veronique Vitart and Najaf Amin and {van Duijn}, {Cornelia M} and Bailey-Wilson, {Joan E} and Young, {Terri L} and Seang-Mei Saw and Dwight Stambolian and Stuart MacGregor and Guggenheim, {Jeremy A} and Tung, {Joyce Y} and Hammond, {Christopher J} and Klaver, {Caroline C W} and {CREAM Consortium}",
year = "2018",
month = jun,
doi = "10.1038/s41588-018-0127-7",
language = "English",
volume = "50",
pages = "834--848",
journal = "NAT GENET",
issn = "1061-4036",
publisher = "NATURE PUBLISHING GROUP",
number = "6",

}

RIS

TY - JOUR

T1 - Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error

AU - Tedja, Milly S

AU - Wojciechowski, Robert

AU - Hysi, Pirro G

AU - Eriksson, Nicholas

AU - Furlotte, Nicholas A

AU - Verhoeven, Virginie J M

AU - Iglesias, Adriana I

AU - Meester-Smoor, Magda A

AU - Tompson, Stuart W

AU - Fan, Qiao

AU - Khawaja, Anthony P

AU - Cheng, Ching-Yu

AU - Höhn, René

AU - Yamashiro, Kenji

AU - Wenocur, Adam

AU - Grazal, Clare

AU - Haller, Toomas

AU - Metspalu, Andres

AU - Wedenoja, Juho

AU - Jonas, Jost B

AU - Wang, Ya Xing

AU - Xie, Jing

AU - Mitchell, Paul

AU - Foster, Paul J

AU - Klein, Barbara E K

AU - Klein, Ronald

AU - Paterson, Andrew D

AU - Hosseini, S Mohsen

AU - Shah, Rupal L

AU - Williams, Cathy

AU - Teo, Yik Ying

AU - Tham, Yih Chung

AU - Gupta, Preeti

AU - Zhao, Wanting

AU - Shi, Yuan

AU - Saw, Woei-Yuh

AU - Tai, E-Shyong

AU - Sim, Xue Ling

AU - Huffman, Jennifer E

AU - Polašek, Ozren

AU - Hayward, Caroline

AU - Bencic, Goran

AU - Rudan, Igor

AU - Wilson, James F

AU - Joshi, Peter K

AU - Tsujikawa, Akitaka

AU - Matsuda, Fumihiko

AU - Whisenhunt, Kristina N

AU - Zeller, Tanja

AU - van der Spek, Peter J

AU - Haak, Roxanna

AU - Meijers-Heijboer, Hanne

AU - van Leeuwen, Elisabeth M

AU - Iyengar, Sudha K

AU - Lass, Jonathan H

AU - Hofman, Albert

AU - Rivadeneira, Fernando

AU - Uitterlinden, André G

AU - Vingerling, Johannes R

AU - Lehtimäki, Terho

AU - Raitakari, Olli T

AU - Biino, Ginevra

AU - Concas, Maria Pina

AU - Schwantes-An, Tae-Hwi

AU - Igo, Robert P

AU - Cuellar-Partida, Gabriel

AU - Martin, Nicholas G

AU - Craig, Jamie E

AU - Gharahkhani, Puya

AU - Williams, Katie M

AU - Nag, Abhishek

AU - Rahi, Jugnoo S

AU - Cumberland, Phillippa M

AU - Delcourt, Cécile

AU - Bellenguez, Céline

AU - Ried, Janina S

AU - Bergen, Arthur A

AU - Meitinger, Thomas

AU - Gieger, Christian

AU - Wong, Tien Yin

AU - Hewitt, Alex W

AU - Mackey, David A

AU - Simpson, Claire L

AU - Pfeiffer, Norbert

AU - Pärssinen, Olavi

AU - Baird, Paul N

AU - Vitart, Veronique

AU - Amin, Najaf

AU - van Duijn, Cornelia M

AU - Bailey-Wilson, Joan E

AU - Young, Terri L

AU - Saw, Seang-Mei

AU - Stambolian, Dwight

AU - MacGregor, Stuart

AU - Guggenheim, Jeremy A

AU - Tung, Joyce Y

AU - Hammond, Christopher J

AU - Klaver, Caroline C W

AU - CREAM Consortium

PY - 2018/6

Y1 - 2018/6

N2 - Refractive errors, including myopia, are the most frequent eye disorders worldwide and an increasingly common cause of blindness. This genome-wide association meta-analysis in 160,420 participants and replication in 95,505 participants increased the number of established independent signals from 37 to 161 and showed high genetic correlation between Europeans and Asians (>0.78). Expression experiments and comprehensive in silico analyses identified retinal cell physiology and light processing as prominent mechanisms, and also identified functional contributions to refractive-error development in all cell types of the neurosensory retina, retinal pigment epithelium, vascular endothelium and extracellular matrix. Newly identified genes implicate novel mechanisms such as rod-and-cone bipolar synaptic neurotransmission, anterior-segment morphology and angiogenesis. Thirty-one loci resided in or near regions transcribing small RNAs, thus suggesting a role for post-transcriptional regulation. Our results support the notion that refractive errors are caused by a light-dependent retina-to-sclera signaling cascade and delineate potential pathobiological molecular drivers.

AB - Refractive errors, including myopia, are the most frequent eye disorders worldwide and an increasingly common cause of blindness. This genome-wide association meta-analysis in 160,420 participants and replication in 95,505 participants increased the number of established independent signals from 37 to 161 and showed high genetic correlation between Europeans and Asians (>0.78). Expression experiments and comprehensive in silico analyses identified retinal cell physiology and light processing as prominent mechanisms, and also identified functional contributions to refractive-error development in all cell types of the neurosensory retina, retinal pigment epithelium, vascular endothelium and extracellular matrix. Newly identified genes implicate novel mechanisms such as rod-and-cone bipolar synaptic neurotransmission, anterior-segment morphology and angiogenesis. Thirty-one loci resided in or near regions transcribing small RNAs, thus suggesting a role for post-transcriptional regulation. Our results support the notion that refractive errors are caused by a light-dependent retina-to-sclera signaling cascade and delineate potential pathobiological molecular drivers.

KW - Adult

KW - Asian Continental Ancestry Group/genetics

KW - Blindness/genetics

KW - European Continental Ancestry Group/genetics

KW - Female

KW - Gene Expression Regulation

KW - Genetic Predisposition to Disease

KW - Genome-Wide Association Study/methods

KW - Humans

KW - Male

KW - Myopia/genetics

KW - Polymorphism, Single Nucleotide

KW - Refractive Errors/genetics

KW - Retina/metabolism

KW - Retinal Pigment Epithelium/metabolism

KW - Signal Transduction

U2 - 10.1038/s41588-018-0127-7

DO - 10.1038/s41588-018-0127-7

M3 - SCORING: Journal article

C2 - 29808027

VL - 50

SP - 834

EP - 848

JO - NAT GENET

JF - NAT GENET

SN - 1061-4036

IS - 6

ER -