Person: Kang, Jae Hee
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Publication Common Variants at 9p21 and 8q22 Are Associated with Increased Susceptibility to Optic Nerve Degeneration in Glaucoma
(Public Library of Science, 2012) Yaspan, Brian L.; Hauser, Michael A.; Allingham, R. Rand; Olson, Lana M.; Abdrabou, Wael; Brodeur, Wendy; Budenz, Donald L.; Caprioli, Joseph; Crenshaw, Andrew; Crooks, Kristy; DelBono, Elizabeth; Doheny, Kimberly F.; Gaasterland, Douglas; Gaasterland, Terry; Laurie, Cathy; Lichter, Paul R.; Loomis, Stephanie; Liu, Yutao; Medeiros, Felipe A.; McCarty, Cathy; Mirel, Daniel; Moroi, Sayoko E.; Musch, David C.; Realini, Anthony; Rozsa, Frank W.; Schuman, Joel S.; Scott, Kathleen; Singh, Kuldev; Trager, Edward H.; VanVeldhuisen, Paul; Vollrath, Douglas; Wollstein, Gadi; Yoneyama, Sachiko; Zhang, Kang; Weinreb, Robert N.; Ernst, Jason; Masuda, Tomohiro; Zack, Don; Richards, Julia E.; Pericak-Vance, Margaret; Haines, Jonathan L.; Wiggs, Janey; Kang, Jae Hee; Fan, Baojian; Wang, Danyi; Friedman, David S.; Lee, Richard K.; Stein, Joshua D.; Kellis, Manolis; Pasquale, LouisOptic nerve degeneration caused by glaucoma is a leading cause of blindness worldwide. Patients affected by the normal-pressure form of glaucoma are more likely to harbor risk alleles for glaucoma-related optic nerve disease. We have performed a meta-analysis of two independent genome-wide association studies for primary open angle glaucoma (POAG) followed by a normal-pressure glaucoma (NPG, defined by intraocular pressure (IOP) less than 22 mmHg) subgroup analysis. The single-nucleotide polymorphisms that showed the most significant associations were tested for association with a second form of glaucoma, exfoliation-syndrome glaucoma. The overall meta-analysis of the GLAUGEN and NEIGHBOR dataset results (3,146 cases and 3,487 controls) identified significant associations between two loci and POAG: the CDKN2BAS region on 9p21 (rs2157719 [G], OR = 0.69 [95%CI 0.63–0.75], p = 1.86×10(^{−18})), and the SIX1/SIX6 region on chromosome 14q23 (rs10483727 [A], OR = 1.32 [95%CI 1.21–1.43], p = 3.87×10(^{−11})). In sub-group analysis two loci were significantly associated with NPG: 9p21 containing the CDKN2BAS gene (rs2157719 [G], OR = 0.58 [95% CI 0.50–0.67], p = 1.17×10(^{−12})) and a probable regulatory region on 8q22 (rs284489 [G], OR = 0.62 [95% CI 0.53–0.72], p = 8.88×10(^{−10})). Both NPG loci were also nominally associated with a second type of glaucoma, exfoliation syndrome glaucoma (rs2157719 [G], OR = 0.59 [95% CI 0.41–0.87], p = 0.004 and rs284489 [G], OR = 0.76 [95% CI 0.54–1.06], p = 0.021), suggesting that these loci might contribute more generally to optic nerve degeneration in glaucoma. Because both loci influence transforming growth factor beta (TGF-beta) signaling, we performed a genomic pathway analysis that showed an association between the TGF-beta pathway and NPG (permuted p = 0.009). These results suggest that neuro-protective therapies targeting TGF-beta signaling could be effective for multiple forms of glaucoma.
Publication Meta-analysis of genome-wide association studies identifies novel loci that influence cupping and the glaucomatous process
(Nature Pub. Group, 2014) Springelkamp, Henriët.; Höhn, René; Mishra, Aniket; Hysi, Pirro G.; Khor, Chiea-Chuen; Loomis, Stephanie J.; Bailey, Jessica N. Cooke; Gibson, Jane; Thorleifsson, Gudmar; Janssen, Sarah F.; Luo, Xiaoyan; Ramdas, Wishal D.; Vithana, Eranga; Nongpiur, Monisha E.; Montgomery, Grant W.; Xu, Liang; Mountain, Jenny E.; Gharahkhani, Puya; Lu, Yi; Amin, Najaf; Karssen, Lennart C.; Sim, Kar-Seng; van Leeuwen, Elisabeth M.; Iglesias, Adriana I.; Verhoeven, Virginie J. M.; Hauser, Michael A.; Loon, Seng-Chee; Despriet, Dominiek D. G.; Nag, Abhishek; Venturini, Cristina; Sanfilippo, Paul G.; Schillert, Arne; Kang, Jae H.; Landers, John; Jonasson, Fridbert; Cree, Angela J.; van Koolwijk, Leonieke M. E.; Rivadeneira, Fernando; Souzeau, Emmanuelle; Jonsson, Vesteinn; Menon, Geeta; Mitchell, Paul; Wang, Jie Jin; Rochtchina, Elena; Attia, John; Scott, Rodney; Holliday, Elizabeth G.; Wong, Tien-Yin; Baird, Paul N.; Xie, Jing; Inouye, Michael; Viswanathan, Ananth; Sim, Xueling; Weinreb, Robert N.; de Jong, Paulus T. V. M.; Oostra, Ben A.; Uitterlinden, André G.; Hofman, Albert; Ennis, Sarah; Thorsteinsdottir, Unnur; Burdon, Kathryn P.; Allingham, R. Rand; Brilliant, Murray H.; Budenz, Donald L.; Cooke Bailey, Jessica N.; Christen, William G.; Fingert, John; Friedman, David S.; Gaasterland, Douglas; Gaasterland, Terry; Haines, Jonathan L.; Kang, Jae Hee; Kraft, Peter; Lee, Richard K.; Lichter, Paul R.; Liu, Yutao; Moroi, Sayoko E.; Pasquale, Louis; Pericak-Vance, Margaret A.; Realini, Anthony; Richards, Julia E.; Schuman, Joel S.; Scott, William K.; Singh, Kuldev; Sit, Arthur J.; Vollrath, Douglas; Wiggs, Janey; Wollstein, Gadi; Zack, Donald J.; Zhang, Kang; Donnelly (Chair), Peter; Barroso (Deputy Chair), Ines; Blackwell, Jenefer M.; Bramon, Elvira; Brown, Matthew A.; Casas, Juan P.; Corvin, Aiden; Deloukas, Panos; Duncanson, Audrey; Jankowski, Janusz; Markus, Hugh S.; Mathew, Christopher G.; Palmer, Colin N. A.; Plomin, Robert; Rautanen, Anna; Sawcer, Stephen J.; Trembath, Richard C.; Viswanathan, Ananth C.; Wood, Nicholas W.; Spencer, Chris C. A.; Band, Gavin; Bellenguez, Céline; Freeman, Colin; Hellenthal, Garrett; Giannoulatou, Eleni; Pirinen, Matti; Pearson, Richard; Strange, Amy; Su, Zhan; Vukcevic, Damjan; Donnelly, Peter; Langford, Cordelia; Hunt, Sarah E.; Edkins, Sarah; Gwilliam, Rhian; Blackburn, Hannah; Bumpstead, Suzannah J.; Dronov, Serge; Gillman, Matthew; Gray, Emma; Hammond, Naomi; Jayakumar, Alagurevathi; McCann, Owen T.; Liddle, Jennifer; Potter, Simon C.; Ravindrarajah, Radhi; Ricketts, Michelle; Waller, Matthew; Weston, Paul; Widaa, Sara; Whittaker, Pamela; Barroso, Ines; Mathew (Chair), Christopher G.; Spector, Timothy D.; Mirshahi, Alireza; Saw, Seang-Mei; Vingerling, Johannes R.; Teo, Yik-Ying; Wolfs, Roger C. W.; Lemij, Hans G.; Tai, E-Shyong; Jansonius, Nomdo M.; Jonas, Jost B.; Cheng, Ching-Yu; Aung, Tin; Klaver, Caroline C. W.; Craig, Jamie E.; Macgregor, Stuart; Mackey, David A.; Lotery, Andrew J.; Stefansson, Kari; Bergen, Arthur A. B.; Young, Terri L.; Pfeiffer, Norbert; Hewitt, Alex W.; van Duijn, Cornelia M.; Hammond, Christopher J.Glaucoma is characterized by irreversible optic nerve degeneration and is the most frequent cause of irreversible blindness worldwide. Here, the International Glaucoma Genetics Consortium conducts a meta-analysis of genome-wide association studies of vertical cup-disc ratio (VCDR), an important disease-related optic nerve parameter. In 21,094 individuals of European ancestry and 6,784 individuals of Asian ancestry, we identify 10 new loci associated with variation in VCDR. In a separate risk-score analysis of five case-control studies, Caucasians in the highest quintile have a 2.5-fold increased risk of primary open-angle glaucoma as compared with those in the lowest quintile. This study has more than doubled the known loci associated with optic disc cupping and will allow greater understanding of mechanisms involved in this common blinding condition.
Publication Genome-wide association analysis identifies TXNRD2, ATXN2 and FOXC1 as susceptibility loci for primary open angle glaucoma
(2015) Cooke Bailey, Jessica N.; Loomis, Stephanie J.; Kang, Jae Hee; Allingham, R. Rand; Gharahkhani, Puya; Khor, Chiea Chuen; Burdon, Kathryn P.; Aschard, Hugues; Chasman, Daniel; Igo, Robert P.; Hysi, Pirro G.; Glastonbury, Craig A.; Ashley-Koch, Allison; Brilliant, Murray; Brown, Andrew A.; Budenz, Donald L.; Buil, Alfonso; Cheng, Ching-Yu; Choi, Hyon; Christen, William; Curhan, Gary; De Vivo, Immaculata; Fingert, John H.; Foster, Paul J.; Fuchs, Charles; Gaasterland, Douglas; Gaasterland, Terry; Hewitt, Alex W.; Hu, Frank; Hunter, David; Khawaja, Anthony P.; Lee, Richard K.; Li, Zheng; Lichter, Paul R.; Mackey, David A.; McGuffin, Peter; Mitchell, Paul; Moroi, Sayoko E.; Perera, Shamira A.; Pepper, Keating W.; Qi, Qibin; Realini, Tony; Richards, Julia E.; Ridker, Paul; Rimm, Eric; Ritch, Robert; Ritchie, Marylyn; Schuman, Joel S.; Scott, William K.; Singh, Kuldev; Sit, Arthur J.; Song, Yeunjoo E.; Tamimi, Rulla; Topouzis, Fotis; Viswanathan, Ananth C.; Verma, Shefali Setia; Vollrath, Douglas; Wang, Jie Jin; Weisschuh, Nicole; Wissinger, Bernd; Wollstein, Gadi; Wong, Tien Y.; Yaspan, Brian L.; Zack, Donald J.; Zhang, Kang; Weinreb, Robert N.; Pericak-Vance, Margaret A.; Small, Kerrin; Hammond, Christopher J.; Aung, Tin; Liu, Yutao; Vithana, Eranga N.; MacGregor, Stuart; Craig, Jamie E.; Kraft, Phillip; Howell, Gareth; Hauser, Michael A.; Pasquale, Louis; Haines, Jonathan L.; Wiggs, JaneyPrimary open angle glaucoma (POAG) is a leading cause of blindness world-wide. To identify new susceptibility loci, we meta-analyzed GWAS results from 8 independent studies from the United States (3,853 cases and 33,480 controls) and investigated the most significant SNPs in two Australian studies (1,252 cases and 2,592 controls), 3 European studies (875 cases and 4,107 controls) and a Singaporean Chinese study (1,037 cases and 2,543 controls). A meta-analysis of top SNPs identified three novel loci: rs35934224[T] within TXNRD2 (odds ratio (OR) = 0.78, P = 4.05×10−11 encoding a mitochondrial protein required for redox homeostasis; rs7137828[T] within ATXN2 (OR = 1.17, P = 8.73×10−10), and rs2745572[A] upstream of FOXC1 (OR = 1.17, P = 1.76×10−10). Using RT-PCR and immunohistochemistry, we show TXNRD2 and ATXN2 expression in retinal ganglion cells and the optic nerve head. These results identify new pathways underlying POAG susceptibility and suggest novel targets for preventative therapies.
Publication Assessing the Association of Mitochondrial Genetic Variation With Primary Open-Angle Glaucoma Using Gene-Set Analyses
(The Association for Research in Vision and Ophthalmology, 2016) Khawaja, Anthony P.; Cooke Bailey, Jessica N.; Kang, Jae Hee; Allingham, R. Rand; Hauser, Michael A.; Brilliant, Murray; Budenz, Donald L.; Christen, William; Fingert, John; Gaasterland, Douglas; Gaasterland, Terry; Kraft, Phillip; Lee, Richard K.; Lichter, Paul R.; Liu, Yutao; Medeiros, Felipe; Moroi, Syoko E.; Richards, Julia E.; Realini, Tony; Ritch, Robert; Schuman, Joel S.; Scott, William K.; Singh, Kuldev; Sit, Arthur J.; Vollrath, Douglas; Wollstein, Gadi; Zack, Donald J.; Zhang, Kang; Pericak-Vance, Margaret; Weinreb, Robert N.; Haines, Jonathan L.; Pasquale, Louis; Wiggs, JaneyPurpose Recent studies indicate that mitochondrial proteins may contribute to the pathogenesis of primary open-angle glaucoma (POAG). In this study, we examined the association between POAG and common variations in gene-encoding mitochondrial proteins. Methods: We examined genetic data from 3430 POAG cases and 3108 controls derived from the combination of the GLAUGEN and NEIGHBOR studies. We constructed biological-system coherent mitochondrial nuclear-encoded protein gene-sets by intersecting the MitoCarta database with the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. We examined the mitochondrial gene-sets for association with POAG and with normal-tension glaucoma (NTG) and high-tension glaucoma (HTG) subsets using Pathway Analysis by Randomization Incorporating Structure. Results: We identified 22 KEGG pathways with significant mitochondrial protein-encoding gene enrichment, belonging to six general biological classes. Among the pathway classes, mitochondrial lipid metabolism was associated with POAG overall (P = 0.013) and with NTG (P = 0.0006), and mitochondrial carbohydrate metabolism was associated with NTG (P = 0.030). Examining the individual KEGG pathway mitochondrial gene-sets, fatty acid elongation and synthesis and degradation of ketone bodies, both lipid metabolism pathways, were significantly associated with POAG (P = 0.005 and P = 0.002, respectively) and NTG (P = 0.0004 and P < 0.0001, respectively). Butanoate metabolism, a carbohydrate metabolism pathway, was significantly associated with POAG (P = 0.004), NTG (P = 0.001), and HTG (P = 0.010). Conclusions: We present an effective approach for assessing the contributions of mitochondrial genetic variation to open-angle glaucoma. Our findings support a role for mitochondria in POAG pathogenesis and specifically point to lipid and carbohydrate metabolism pathways as being important.
Publication Cross-ancestry genome-wide association analysis of corneal thickness strengthens link between complex and Mendelian eye diseases
(Nature Publishing Group UK, 2018) Iglesias, Adriana I.; Mishra, Aniket; Vitart, Veronique; Bykhovskaya, Yelena; Höhn, René; Springelkamp, Henriët; Cuellar-Partida, Gabriel; Gharahkhani, Puya; Bailey, Jessica N. Cooke; Willoughby, Colin E.; Li, Xiaohui; Yazar, Seyhan; Nag, Abhishek; Khawaja, Anthony P.; Polašek, Ozren; Siscovick, David; Mitchell, Paul; Tham, Yih Chung; Haines, Jonathan L.; Kearns, Lisa S.; Hayward, Caroline; Shi, Yuan; van Leeuwen, Elisabeth M.; Taylor, Kent D.; Wang, Jie Jin; Rochtchina, Elena; Attia, John; Scott, Rodney; Holliday, Elizabeth G.; Wong, Tien Yin; Baird, Paul N.; Xie, Jing; Inouye, Michael; Viswanathan, Ananth; Sim, Xueling; Bonnemaijer, Pieter; Rotter, Jerome I.; Martin, Nicholas G.; Zeller, Tanja; Mills, Richard A.; Staffieri, Sandra E.; Jonas, Jost B.; Schmidtmann, Irene; Boutin, Thibaud; Kang, Jae Hee; Lucas, Sionne E. M.; Beutel, Manfred E.; Wilson, James F.; Allingham, R. Rand; Brilliant, Murray H.; Budenz, Donald L.; Christen, William; Fingert, John; Friedman, David S.; Gaasterland, Douglas; Gaasterland, Terry; Hauser, Michael A.; Kraft, Phillip; Lee, Richard K.; Lichter, Paul R.; Liu, Yutao; Loomis, Stephanie J.; Moroi, Sayoko E.; Pericak-Vance, Margaret A.; Realini, Anthony; Richards, Julia E.; Schuman, Joel S.; Scott, William K.; Singh, Kuldev; Sit, Arthur J.; Vollrath, Douglas; Weinreb, Robert N.; Wollstein, Gadi; Zack, Donald J.; Zhang, Kang; Donnelly, Peter; Barroso, Ines; Blackwell, Jenefer M.; Bramon, Elvira; Brown, Matthew A.; Casas, Juan P.; Corvin, Aiden; Deloukas, Panos; Duncanson, Audrey; Jankowski, Janusz; Markus, Hugh S.; Mathew, Christopher G.; Palmer, Colin N. A.; Plomin, Robert; Rautanen, Anna; Sawcer, Stephen J.; Trembath, Richard C.; Wood, Nicholas W.; Spencer, Chris C. A.; Band, Gavin; Bellenguez, Céline; Freeman, Colin; Hellenthal, Garrett; Giannoulatou, Eleni; Pirinen, Matti; Pearson, Richard; Strange, Amy; Su, Zhan; Vukcevic, Damjan; Langford, Cordelia; Hunt, Sarah E.; Edkins, Sarah; Gwilliam, Rhian; Blackburn, Hannah; Bumpstead, Suzannah J.; Dronov, Serge; Gillman, Matthew; Gray, Emma; Hammond, Naomi; Jayakumar, Alagurevathi; McCann, Owen T.; Liddle, Jennifer; Potter, Simon C.; Ravindrarajah, Radhi; Ricketts, Michelle; Waller, Matthew; Weston, Paul; Widaa, Sara; Whittaker, Pamela; Uitterlinden, André G.; Vithana, Eranga N.; Foster, Paul J.; Hysi, Pirro G.; Hewitt, Alex W.; Khor, Chiea Chuen; Pasquale, Louis; Montgomery, Grant W.; Klaver, Caroline C. W.; Aung, Tin; Pfeiffer, Norbert; Mackey, David A.; Hammond, Christopher J.; Cheng, Ching-Yu; Craig, Jamie E.; Rabinowitz, Yaron S.; Wiggs, Janey; Burdon, Kathryn P.; van Duijn, Cornelia M.; MacGregor, StuartCentral corneal thickness (CCT) is a highly heritable trait associated with complex eye diseases such as keratoconus and glaucoma. We perform a genome-wide association meta-analysis of CCT and identify 19 novel regions. In addition to adding support for known connective tissue-related pathways, pathway analyses uncover previously unreported gene sets. Remarkably, >20% of the CCT-loci are near or within Mendelian disorder genes. These included FBN1, ADAMTS2 and TGFB2 which associate with connective tissue disorders (Marfan, Ehlers-Danlos and Loeys-Dietz syndromes), and the LUM-DCN-KERA gene complex involved in myopia, corneal dystrophies and cornea plana. Using index CCT-increasing variants, we find a significant inverse correlation in effect sizes between CCT and keratoconus (r = −0.62, P = 5.30 × 10−5) but not between CCT and primary open-angle glaucoma (r = −0.17, P = 0.2). Our findings provide evidence for shared genetic influences between CCT and keratoconus, and implicate candidate genes acting in collagen and extracellular matrix regulation.
Publication Testosterone Pathway Genetic Polymorphisms in Relation to Primary Open-Angle Glaucoma: An Analysis in Two Large Datasets
(The Association for Research in Vision and Ophthalmology, 2018) Cooke Bailey, Jessica N.; Gharahkhani, Puya; Kang, Jae Hee; Butkiewicz, Mariusz; Sullivan, David; Weinreb, Robert N.; Aschard, Hugues; Allingham, R. Rand; Ashley-Koch, Allison; Lee, Richard K.; Moroi, Sayoko E.; Brilliant, Murray H.; Wollstein, Gadi; Schuman, Joel S.; Fingert, John H.; Budenz, Donald L.; Realini, Tony; Gaasterland, Terry; Scott, William K.; Singh, Kuldev; Sit, Arthur J.; Igo, Robert P.; Song, Yeunjoo E.; Hark, Lisa; Ritch, Robert; Rhee, Douglas J.; Vollrath, Douglas; Zack, Donald J.; Medeiros, Felipe; Vajaranant, Thasarat S.; Chasman, Daniel I.; Christen, William G.; Pericak-Vance, Margaret A.; Liu, Yutao; Kraft, Phillip; Richards, Julia E.; Rosner, Bernard; Hauser, Michael A.; Craig, Jamie E.; Burdon, Kathryn P.; Hewitt, Alex W.; Mackey, David A.; Haines, Jonathan L.; MacGregor, Stuart; Wiggs, Janey; Pasquale, LouisPurpose Sex hormones may be associated with primary open-angle glaucoma (POAG), although the mechanisms are unclear. We previously observed that gene variants involved with estrogen metabolism were collectively associated with POAG in women but not men; here we assessed gene variants related to testosterone metabolism collectively and POAG risk. Methods: We used two datasets: one from the United States (3853 cases and 33,480 controls) and another from Australia (1155 cases and 1992 controls). Both datasets contained densely called genotypes imputed to the 1000 Genomes reference panel. We used pathway- and gene-based approaches with Pathway Analysis by Randomization Incorporating Structure (PARIS) software to assess the overall association between a panel of single nucleotide polymorphisms (SNPs) in testosterone metabolism genes and POAG. In sex-stratified analyses, we evaluated POAG overall and POAG subtypes defined by maximum IOP (high-tension [HTG] or normal tension glaucoma [NTG]). Results: In the US dataset, the SNP panel was not associated with POAG (permuted P = 0.77), although there was an association in the Australian sample (permuted P = 0.018). In both datasets, the SNP panel was associated with POAG in men (permuted P ≤ 0.033) and not women (permuted P ≥ 0.42), but in gene-based analyses, there was no consistency on the main genes responsible for these findings. In both datasets, the testosterone pathway association with HTG was significant (permuted P ≤ 0.011), but again, gene-based analyses showed no consistent driver gene associations. Conclusions: Collectively, testosterone metabolism pathway SNPs were consistently associated with the high-tension subtype of POAG in two datasets.
Publication Analysis combining correlated glaucoma traits identifies five new risk loci for open-angle glaucoma
(Nature Publishing Group UK, 2018) Gharahkhani, Puya; Burdon, Kathryn P.; Cooke Bailey, Jessica N.; Hewitt, Alex W.; Law, Matthew H.; Pasquale, Louis; Kang, Jae Hee; Haines, Jonathan L.; Souzeau, Emmanuelle; Zhou, Tiger; Siggs, Owen M.; Landers, John; Awadalla, Mona; Sharma, Shiwani; Mills, Richard A.; Ridge, Bronwyn; Lynn, David; Casson, Robert; Graham, Stuart L.; Goldberg, Ivan; White, Andrew; Healey, Paul R.; Grigg, John; Lawlor, Mitchell; Mitchell, Paul; Ruddle, Jonathan; Coote, Michael; Walland, Mark; Best, Stephen; Vincent, Andrea; Gale, Jesse; RadfordSmith, Graham; Whiteman, David C.; Montgomery, Grant W.; Martin, Nicholas G.; Mackey, David A; Wiggs, Janey; MacGregor, Stuart; Craig, Jamie E.; Allingham, R. Rand; Brilliant, Murray; Budenz, Donald L.; Fingert, John H.; Gaasterland, Douglas; Gaasterland, Teresa; Hark, Lisa; Hauser, Michael; Igo, Robert P.; Kraft, Phillip; Lee, Richard K.; Lichter, Paul R.; Liu, Yutao; Moroi, Syoko; Pericak-Vance, Margaret; Realini, Anthony; Rhee, Doug; Richards, Julia E.; Ritch, Robert; Schuman, Joel S.; Scott, William K.; Singh, Kuldev; Sit, Arthur J.; Vollrath, Douglas; Wollstein, Gadi; Zack, Donald J.Open-angle glaucoma (OAG) is a major cause of blindness worldwide. To identify new risk loci for OAG, we performed a genome-wide association study in 3,071 OAG cases and 6,750 unscreened controls, and meta-analysed the results with GWAS data for intraocular pressure (IOP) and optic disc parameters (the overall meta-analysis sample size varying between 32,000 to 48,000 participants), which are glaucoma-related traits. We identified and independently validated four novel genome-wide significant associations within or near MYOF and CYP26A1, LINC02052 and CRYGS, LMX1B, and LMO7 using single variant tests, one additional locus (C9) using gene-based tests, and two genetic pathways - “response to fluid shear stress” and “abnormal retina morphology” - in pathway-based tests. Interestingly, some of the new risk loci contribute to risk of other genetically-correlated eye diseases including myopia and age-related macular degeneration. To our knowledge, this study is the first integrative study to combine genetic data from OAG and its correlated traits to identify new risk variants and genetic pathways, highlighting the future potential of combining genetic data from genetically-correlated eye traits for the purpose of gene discovery and mapping.