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1. Stroke genetics informs drug discovery and risk prediction across ancestries

Author: Mishra, A, Malik, R., Hachiya, T., Jürgenson, T., Namba, S., Posner, D.C., Kamanu, F.K., Koido, M., Grand, Q. Le, Shi, M., He, Y., Georgakis, M.K., Caro, I., Krebs, K., Liaw, Y.C., Vaura, F.C., Lin, K., Winsvold, B.S., Srinivasasainagendra, V., Parodi, L., Bae, H.J., Chauhan, G., Chong, M.R., Tomppo, L., Akinyemi, R., Roshchupkin, G.V., Habib, N., Jee, Y.H., Thomassen, J.Q., Abedi, V., Cárcel-Márquez, J., Nygaard, M., Leonard, H.L., Yang, C., Yonova-Doing, E., Knol, M.J., Lewis, A.J., Judy, R.L., Ago, T., Amouyel, P., Armstrong, N.D., Bakker, M.K., Bartz, T.M., Bennett, D.A., Bis, J.C., Bordes, C., Børte, S., Cain, A., Ridker, P.M., Cho, K., Chen, Z., Cruchaga, C., Cole, J.W., Jager, P.L., Cid, R. de, Endres, M., Ferreira, L.E., Geerlings, M.I., Gasca, N.C., Gudnason, V., Hata, J., He, J., Heath, A.K., Ho, Y.L., Havulinna, A.S., Hopewell, J.C., Hyacinth, H.I., Inouye, M., Jacob, M.A., Jeon, C.E., Jern, C., Kamouchi, M., Keene, K.L., Kitazono, T., Kittner, S.J., Konuma, T., Kumar, A., Lacaze, P., Launer, L.J., Lee, K.J., Lepik, K., Li, J, Li, L, Manichaikul, A., Markus, H.S., Marston, N.A., Meitinger, T., Mitchell, B.D., Montellano, F.A., Morisaki, T., Mosley, T.H., Nalls, M.A., Nordestgaard, B.G., O'Donnell, M.J., Okada, Y., Onland-Moret, N.C., Ovbiagele, B., Peters, A., Psaty, B.M., Rich, S.S., Tuladhar, A.M., Leeuw, F.E. de, Dichgans, M., Debette, S., Mishra, A, Malik, R., Hachiya, T., Jürgenson, T., Namba, S., Posner, D.C., Kamanu, F.K., Koido, M., Grand, Q. Le, Shi, M., He, Y., Georgakis, M.K., Caro, I., Krebs, K., Liaw, Y.C., Vaura, F.C., Lin, K., Winsvold, B.S., Srinivasasainagendra, V., Parodi, L., Bae, H.J., Chauhan, G., Chong, M.R., Tomppo, L., Akinyemi, R., Roshchupkin, G.V., Habib, N., Jee, Y.H., Thomassen, J.Q., Abedi, V., Cárcel-Márquez, J., Nygaard, M., Leonard, H.L., Yang, C., Yonova-Doing, E., Knol, M.J., Lewis, A.J., Judy, R.L., Ago, T., Amouyel, P., Armstrong, N.D., Bakker, M.K., Bartz, T.M., Bennett, D.A., Bis, J.C., Bordes, C., Børte, S., Cain, A., Ridker, P.M., Cho, K., Chen, Z., Cruchaga, C., Cole, J.W., Jager, P.L., Cid, R. de, Endres, M., Ferreira, L.E., Geerlings, M.I., Gasca, N.C., Gudnason, V., Hata, J., He, J., Heath, A.K., Ho, Y.L., Havulinna, A.S., Hopewell, J.C., Hyacinth, H.I., Inouye, M., Jacob, M.A., Jeon, C.E., Jern, C., Kamouchi, M., Keene, K.L., Kitazono, T., Kittner, S.J., Konuma, T., Kumar, A., Lacaze, P., Launer, L.J., Lee, K.J., Lepik, K., Li, J, Li, L, Manichaikul, A., Markus, H.S., Marston, N.A., Meitinger, T., Mitchell, B.D., Montellano, F.A., Morisaki, T., Mosley, T.H., Nalls, M.A., Nordestgaard, B.G., O'Donnell, M.J., Okada, Y., Onland-Moret, N.C., Ovbiagele, B., Peters, A., Psaty, B.M., Rich, S.S., Tuladhar, A.M., Leeuw, F.E. de, Dichgans, M., and Debette, S.
Abstract: Item does not contain fulltext, Previous genome-wide association studies (GWASs) of stroke - the second leading cause of death worldwide - were conducted predominantly in populations of European ancestry(1,2). Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis(3), and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach(4), we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry(5). Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.
Published: 2022

2. Stroke genetics informs drug discovery and risk prediction across ancestries

Author: Mishra, A, Malik, R., Hachiya, T., Jürgenson, T., Namba, S., Posner, D.C., Kamanu, F.K., Koido, M., Grand, Q. Le, Shi, M., He, Y., Georgakis, M.K., Caro, I., Krebs, K., Liaw, Y.C., Vaura, F.C., Lin, K., Winsvold, B.S., Srinivasasainagendra, V., Parodi, L., Bae, H.J., Chauhan, G., Chong, M.R., Tomppo, L., Akinyemi, R., Roshchupkin, G.V., Habib, N., Jee, Y.H., Thomassen, J.Q., Abedi, V., Cárcel-Márquez, J., Nygaard, M., Leonard, H.L., Yang, C., Yonova-Doing, E., Knol, M.J., Lewis, A.J., Judy, R.L., Ago, T., Amouyel, P., Armstrong, N.D., Bakker, M.K., Bartz, T.M., Bennett, D.A., Bis, J.C., Bordes, C., Børte, S., Cain, A., Ridker, P.M., Cho, K., Chen, Z., Cruchaga, C., Cole, J.W., Jager, P.L., Cid, R. de, Endres, M., Ferreira, L.E., Geerlings, M.I., Gasca, N.C., Gudnason, V., Hata, J., He, J., Heath, A.K., Ho, Y.L., Havulinna, A.S., Hopewell, J.C., Hyacinth, H.I., Inouye, M., Jacob, M.A., Jeon, C.E., Jern, C., Kamouchi, M., Keene, K.L., Kitazono, T., Kittner, S.J., Konuma, T., Kumar, A., Lacaze, P., Launer, L.J., Lee, K.J., Lepik, K., Li, J, Li, L, Manichaikul, A., Markus, H.S., Marston, N.A., Meitinger, T., Mitchell, B.D., Montellano, F.A., Morisaki, T., Mosley, T.H., Nalls, M.A., Nordestgaard, B.G., O'Donnell, M.J., Okada, Y., Onland-Moret, N.C., Ovbiagele, B., Peters, A., Psaty, B.M., Rich, S.S., Tuladhar, A.M., Leeuw, F.E. de, Dichgans, M., Debette, S., Mishra, A, Malik, R., Hachiya, T., Jürgenson, T., Namba, S., Posner, D.C., Kamanu, F.K., Koido, M., Grand, Q. Le, Shi, M., He, Y., Georgakis, M.K., Caro, I., Krebs, K., Liaw, Y.C., Vaura, F.C., Lin, K., Winsvold, B.S., Srinivasasainagendra, V., Parodi, L., Bae, H.J., Chauhan, G., Chong, M.R., Tomppo, L., Akinyemi, R., Roshchupkin, G.V., Habib, N., Jee, Y.H., Thomassen, J.Q., Abedi, V., Cárcel-Márquez, J., Nygaard, M., Leonard, H.L., Yang, C., Yonova-Doing, E., Knol, M.J., Lewis, A.J., Judy, R.L., Ago, T., Amouyel, P., Armstrong, N.D., Bakker, M.K., Bartz, T.M., Bennett, D.A., Bis, J.C., Bordes, C., Børte, S., Cain, A., Ridker, P.M., Cho, K., Chen, Z., Cruchaga, C., Cole, J.W., Jager, P.L., Cid, R. de, Endres, M., Ferreira, L.E., Geerlings, M.I., Gasca, N.C., Gudnason, V., Hata, J., He, J., Heath, A.K., Ho, Y.L., Havulinna, A.S., Hopewell, J.C., Hyacinth, H.I., Inouye, M., Jacob, M.A., Jeon, C.E., Jern, C., Kamouchi, M., Keene, K.L., Kitazono, T., Kittner, S.J., Konuma, T., Kumar, A., Lacaze, P., Launer, L.J., Lee, K.J., Lepik, K., Li, J, Li, L, Manichaikul, A., Markus, H.S., Marston, N.A., Meitinger, T., Mitchell, B.D., Montellano, F.A., Morisaki, T., Mosley, T.H., Nalls, M.A., Nordestgaard, B.G., O'Donnell, M.J., Okada, Y., Onland-Moret, N.C., Ovbiagele, B., Peters, A., Psaty, B.M., Rich, S.S., Tuladhar, A.M., Leeuw, F.E. de, Dichgans, M., and Debette, S.
Abstract: Contains fulltext : 287499.pdf (Publisher’s version ) (Open Access), Previous genome-wide association studies (GWASs) of stroke - the second leading cause of death worldwide - were conducted predominantly in populations of European ancestry(1,2). Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis(3), and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach(4), we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry(5). Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.
Published: 2022

3. Stroke genetics informs drug discovery and risk prediction across ancestries

Author: Mishra, A, Malik, R, Hachiya, T, Jurgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, Y-C, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, H-J, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Carcel-Marquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Borte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, Y-L, Havulinna, AS, Hopewell, JC, Hyacinth, HI, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, K-J, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O'Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, Rich, SS, Rosand, J, Sabatine, MS, Sacco, RL, Saleheen, D, Sandset, EC, Salomaa, V, Sargurupremraj, M, Sasaki, M, Satizabal, CL, Schmidt, CO, Shimizu, A, Smith, NL, Sloane, KL, Sutoh, Y, Sun, YV, Tanno, K, Tiedt, S, Tatlisumak, T, Torres-Aguila, NP, Tiwari, HK, Tregouet, D-A, Trompet, S, Tuladhar, AM, Tybjaerg-Hansen, A, van Vugt, M, Vibo, R, Verma, SS, Wiggins, KL, Wennberg, P, Woo, D, Wilson, PWF, Xu, H, Yang, Q, Yoon, K, Millwood, IY, Gieger, C, Ninomiya, T, Grabe, HJ, Jukema, JW, Rissanen, IL, Strbian, D, Kim, YJ, Chen, P-H, Mayerhofer, E, Howson, JMM, Irvin, MR, Adams, H, Wassertheil-Smoller, S, Christensen, K, Ikram, MA, Rundek, T, Worrall, BB, Lathrop, GM, Riaz, M, Simonsick, EM, Korv, J, Franca, PHC, Zand, R, Prasad, K, Frikke-Schmidt, R, de Leeuw, F-E, Liman, T, Haeusler, KG, Ruigrok, YM, Heuschmann, PU, Longstreth, WT, Jung, KJ, Bastarache, L, Pare, G, Damrauer, SM, Chasman, DI, Rotter, JI, Anderson, CD, Zwart, J-A, Niiranen, TJ, Fornage, M, Liaw, Y-P, Seshadri, S, Fernandez-Cadenas, I, Walters, RG, Ruff, CT, Owolabi, MO, Huffman, JE, Milani, L, Kamatani, Y, Dichgans, M, Debette, S, Lee, J-M, Cheng, Y-C, Meschia, JF, Chen, WM, Sale, MM, Zonderman, AB, Evans, MK, Wilson, JG, Correa, A, Traylor, M, Lewis, CM, Reiner, A, Haessler, J, Langefeld, CD, Gottesman, RF, Yaffe, K, Liu, YM, Kooperberg, C, Lange, LA, Furie, KL, Arnett, DK, Benavente, OR, Grewal, RP, Peddareddygari, LR, Hveem, K, Lindstrom, S, Wang, L, Smith, EN, Gordon, W, Vlieg, AVH, de Andrade, M, Brody, JA, Pattee, JW, Brumpton, BM, Suchon, P, Chen, M-H, Frazer, KA, Turman, C, Germain, M, MacDonald, J, Braekkan, SK, Armasu, SM, Pankratz, N, Jackson, RD, Nielsen, JB, Giulianin, F, Puurunen, MK, Ibrahim, M, Heckbert, SR, Bammler, TK, McCauley, BM, Taylor, KD, Pankow, JS, Reiner, AP, Gabrielsen, ME, Deleuze, J-F, O'Donnell, CJ, Kim, J, McKnight, B, Kraft, P, Hansen, J-B, Rosendaal, FR, Heit, JA, Tang, W, Morange, P-E, Johnson, AD, Kabrhel, C, van Dijk, EJ, Koudstaal, PJ, Luijckx, G-J, Nederkoorn, PJ, van Oostenbrugge, RJ, Visser, MC, Wermer, MJH, Kappelle, LJ, Esko, T, Metspalu, A, Magi, R, Nelis, M, Levi, CR, Maguire, J, Jimenez-Conde, J, Sharma, P, Sudlow, CLM, Rannikmae, K, Schmidt, R, Slowik, A, Pera, J, Thijs, VNS, Lindgren, AG, Ilinca, A, Melander, O, Engstrom, G, Rexrode, KM, Rothwell, PM, Stanne, TM, Johnson, JA, Danesh, J, Butterworth, AS, Heitsch, L, Boncoraglio, GB, Kubo, M, Pezzini, A, Rolfs, A, Giese, A-K, Weir, D, Ross, OA, Lemmons, R, Soderholm, M, Cushman, M, Jood, K, McDonough, CW, Bell, S, Linkohr, B, Lee, T-H, Putaala, J, Lopez, OL, Carty, CL, Jian, X, Schminke, U, Cullell, N, Delgado, P, Ibanez, L, Krupinski, J, Lioutas, V, Matsuda, K, Montaner, J, Muino, E, Roquer, J, Sarnowski, C, Sattar, N, Sibolt, G, Teumer, A, Rutten-Jacobs, L, Kanai, M, Gretarsdottir, S, Rost, NS, Yusuf, S, Almgren, P, Ay, H, Bevan, S, Brown, RD, Carrera, C, Buring, JE, Chen, W-M, Cotlarciuc, I, de Bakker, PIW, DeStefano, AL, den Hoed, M, Duan, Q, Engelter, ST, Falcone, GJ, Gustafsson, S, Hassan, A, Holliday, EG, Howard, G, Hsu, F-C, Ingelsson, E, Harris, TB, Kissela, BM, Kleindorfer, DO, Langenberg, C, Leys, D, Lin, W-Y, Lorentzen, E, Magnusson, PK, McArdle, PF, Pulit, SL, Rice, K, Sakaue, S, Sapkota, BR, Tanislav, C, Thorleifsson, G, Thorsteinsdottir, U, Tzourio, C, van Duijn, CM, Walters, M, Wareham, NJ, Amin, N, Aparicio, HJ, Attia, J, Beiser, AS, Berr, C, Bustamante, M, Caso, V, Choi, SH, Chowhan, A, Dartigues, J-F, Delavaran, H, Dorr, M, Ford, I, Gurpreet, WS, Hamsten, A, Hozawa, A, Ingelsson, M, Iwasaki, M, Kaffashian, S, Kalra, L, Kjartansson, O, Kloss, M, Labovitz, DL, Laurie, CC, Lind, L, Lindgren, CM, Makoto, H, Minegishi, N, Morris, AP, Mueller-Nurasyid, M, Norrving, B, Ogishima, S, Parati, EA, Pedersen, NL, Perola, M, Jousilahti, P, Pileggi, S, Rabionet, R, Riba-Llena, I, Ribases, M, Romero, JR, Rudd, AG, Sarin, A-P, Sarju, R, Satoh, M, Sawada, N, Sigurdsson, A, Smith, A, Stine, OC, Stott, DJ, Strauch, K, Takai, T, Tanaka, H, Touze, E, Tsugane, S, Uitterlinden, AG, Valdimarsson, EM, van der Lee, SJ, Wakai, K, Williams, SR, Wolfe, CDA, Wong, Q, Yamaji, T, Sanghera, DK, Stefansson, K, Martinez-Majander, N, Sobue, K, Soriano-Tarraga, C, Volzke, H, Akpa, O, Sarfo, FS, Akpalu, A, Obiako, R, Wahab, K, Osaigbovo, G, Owolabi, L, Komolafe, M, Jenkins, C, Arulogun, O, Ogbole, G, Adeoye, AM, Akinyemi, J, Agunloye, A, Fakunle, AG, Uvere, E, Olalere, A, Adebajo, OJ, Chen, J, Clarke, R, Collins, R, Guo, Y, Wang, C, Lv, J, Peto, R, Chen, Y, Fairhurst-Hunter, Z, Hill, M, Pozarickij, A, Schmidt, D, Stevens, B, Turnbull, I, Yu, C, Nagai, A, Murakami, Y, Shiroma, EJ, Sigurdsson, S, Ghanbari, M, Boerwinkle, E, Fongang, B, Wang, R, Ikram, MK, Volker, U, de Laat, KF, van Norden, AGW, de Kort, PL, Vermeer, SE, Brouwers, PJAM, Gons, RAR, den Heijer, T, van Dijk, GW, van Rooij, FGW, Aamodt, AH, Skogholt, AH, Willer, CJ, Heuch, I, Hagen, K, Fritsche, LG, Pedersen, LM, Ellekjaer, H, Zhou, W, Martinsen, AE, Kristoffersen, ES, Thomas, LF, Kleinschnitz, C, Frantz, S, Ungethum, K, Gallego-Fabrega, C, Lledos, M, Llucia-Carol, L, Sobrino, T, Campos, F, Castillo, J, Freijo, M, Arenillas, JF, Obach, V, Alvarez-Sabin, J, Molina, CA, Ribo, M, Munoz-Narbona, L, Lopez-Cancio, E, Millan, M, Diaz-Navarro, R, Vives-Bauza, C, Serrano-Heras, G, Segura, T, Dhar, R, Delgado-Mederos, R, Prats-Sanchez, L, Camps-Renom, P, Blay, N, Sumoy, L, Marti-Fabregas, J, Schnohr, P, Jensen, GB, Benn, M, Afzal, S, Kamstrup, PR, van Setten, J, van der Laan, SW, Vonk, JMJ, Kim, B-J, Curtze, S, Tiainen, M, Kinnunen, J, Menon, V, Sung, YJ, Saillour-Glenisson, F, Gravel, S, Mishra, A, Malik, R, Hachiya, T, Jurgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, Y-C, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, H-J, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Carcel-Marquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Borte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, Y-L, Havulinna, AS, Hopewell, JC, Hyacinth, HI, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, K-J, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O'Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, Rich, SS, Rosand, J, Sabatine, MS, Sacco, RL, Saleheen, D, Sandset, EC, Salomaa, V, Sargurupremraj, M, Sasaki, M, Satizabal, CL, Schmidt, CO, Shimizu, A, Smith, NL, Sloane, KL, Sutoh, Y, Sun, YV, Tanno, K, Tiedt, S, Tatlisumak, T, Torres-Aguila, NP, Tiwari, HK, Tregouet, D-A, Trompet, S, Tuladhar, AM, Tybjaerg-Hansen, A, van Vugt, M, Vibo, R, Verma, SS, Wiggins, KL, Wennberg, P, Woo, D, Wilson, PWF, Xu, H, Yang, Q, Yoon, K, Millwood, IY, Gieger, C, Ninomiya, T, Grabe, HJ, Jukema, JW, Rissanen, IL, Strbian, D, Kim, YJ, Chen, P-H, Mayerhofer, E, Howson, JMM, Irvin, MR, Adams, H, Wassertheil-Smoller, S, Christensen, K, Ikram, MA, Rundek, T, Worrall, BB, Lathrop, GM, Riaz, M, Simonsick, EM, Korv, J, Franca, PHC, Zand, R, Prasad, K, Frikke-Schmidt, R, de Leeuw, F-E, Liman, T, Haeusler, KG, Ruigrok, YM, Heuschmann, PU, Longstreth, WT, Jung, KJ, Bastarache, L, Pare, G, Damrauer, SM, Chasman, DI, Rotter, JI, Anderson, CD, Zwart, J-A, Niiranen, TJ, Fornage, M, Liaw, Y-P, Seshadri, S, Fernandez-Cadenas, I, Walters, RG, Ruff, CT, Owolabi, MO, Huffman, JE, Milani, L, Kamatani, Y, Dichgans, M, Debette, S, Lee, J-M, Cheng, Y-C, Meschia, JF, Chen, WM, Sale, MM, Zonderman, AB, Evans, MK, Wilson, JG, Correa, A, Traylor, M, Lewis, CM, Reiner, A, Haessler, J, Langefeld, CD, Gottesman, RF, Yaffe, K, Liu, YM, Kooperberg, C, Lange, LA, Furie, KL, Arnett, DK, Benavente, OR, Grewal, RP, Peddareddygari, LR, Hveem, K, Lindstrom, S, Wang, L, Smith, EN, Gordon, W, Vlieg, AVH, de Andrade, M, Brody, JA, Pattee, JW, Brumpton, BM, Suchon, P, Chen, M-H, Frazer, KA, Turman, C, Germain, M, MacDonald, J, Braekkan, SK, Armasu, SM, Pankratz, N, Jackson, RD, Nielsen, JB, Giulianin, F, Puurunen, MK, Ibrahim, M, Heckbert, SR, Bammler, TK, McCauley, BM, Taylor, KD, Pankow, JS, Reiner, AP, Gabrielsen, ME, Deleuze, J-F, O'Donnell, CJ, Kim, J, McKnight, B, Kraft, P, Hansen, J-B, Rosendaal, FR, Heit, JA, Tang, W, Morange, P-E, Johnson, AD, Kabrhel, C, van Dijk, EJ, Koudstaal, PJ, Luijckx, G-J, Nederkoorn, PJ, van Oostenbrugge, RJ, Visser, MC, Wermer, MJH, Kappelle, LJ, Esko, T, Metspalu, A, Magi, R, Nelis, M, Levi, CR, Maguire, J, Jimenez-Conde, J, Sharma, P, Sudlow, CLM, Rannikmae, K, Schmidt, R, Slowik, A, Pera, J, Thijs, VNS, Lindgren, AG, Ilinca, A, Melander, O, Engstrom, G, Rexrode, KM, Rothwell, PM, Stanne, TM, Johnson, JA, Danesh, J, Butterworth, AS, Heitsch, L, Boncoraglio, GB, Kubo, M, Pezzini, A, Rolfs, A, Giese, A-K, Weir, D, Ross, OA, Lemmons, R, Soderholm, M, Cushman, M, Jood, K, McDonough, CW, Bell, S, Linkohr, B, Lee, T-H, Putaala, J, Lopez, OL, Carty, CL, Jian, X, Schminke, U, Cullell, N, Delgado, P, Ibanez, L, Krupinski, J, Lioutas, V, Matsuda, K, Montaner, J, Muino, E, Roquer, J, Sarnowski, C, Sattar, N, Sibolt, G, Teumer, A, Rutten-Jacobs, L, Kanai, M, Gretarsdottir, S, Rost, NS, Yusuf, S, Almgren, P, Ay, H, Bevan, S, Brown, RD, Carrera, C, Buring, JE, Chen, W-M, Cotlarciuc, I, de Bakker, PIW, DeStefano, AL, den Hoed, M, Duan, Q, Engelter, ST, Falcone, GJ, Gustafsson, S, Hassan, A, Holliday, EG, Howard, G, Hsu, F-C, Ingelsson, E, Harris, TB, Kissela, BM, Kleindorfer, DO, Langenberg, C, Leys, D, Lin, W-Y, Lorentzen, E, Magnusson, PK, McArdle, PF, Pulit, SL, Rice, K, Sakaue, S, Sapkota, BR, Tanislav, C, Thorleifsson, G, Thorsteinsdottir, U, Tzourio, C, van Duijn, CM, Walters, M, Wareham, NJ, Amin, N, Aparicio, HJ, Attia, J, Beiser, AS, Berr, C, Bustamante, M, Caso, V, Choi, SH, Chowhan, A, Dartigues, J-F, Delavaran, H, Dorr, M, Ford, I, Gurpreet, WS, Hamsten, A, Hozawa, A, Ingelsson, M, Iwasaki, M, Kaffashian, S, Kalra, L, Kjartansson, O, Kloss, M, Labovitz, DL, Laurie, CC, Lind, L, Lindgren, CM, Makoto, H, Minegishi, N, Morris, AP, Mueller-Nurasyid, M, Norrving, B, Ogishima, S, Parati, EA, Pedersen, NL, Perola, M, Jousilahti, P, Pileggi, S, Rabionet, R, Riba-Llena, I, Ribases, M, Romero, JR, Rudd, AG, Sarin, A-P, Sarju, R, Satoh, M, Sawada, N, Sigurdsson, A, Smith, A, Stine, OC, Stott, DJ, Strauch, K, Takai, T, Tanaka, H, Touze, E, Tsugane, S, Uitterlinden, AG, Valdimarsson, EM, van der Lee, SJ, Wakai, K, Williams, SR, Wolfe, CDA, Wong, Q, Yamaji, T, Sanghera, DK, Stefansson, K, Martinez-Majander, N, Sobue, K, Soriano-Tarraga, C, Volzke, H, Akpa, O, Sarfo, FS, Akpalu, A, Obiako, R, Wahab, K, Osaigbovo, G, Owolabi, L, Komolafe, M, Jenkins, C, Arulogun, O, Ogbole, G, Adeoye, AM, Akinyemi, J, Agunloye, A, Fakunle, AG, Uvere, E, Olalere, A, Adebajo, OJ, Chen, J, Clarke, R, Collins, R, Guo, Y, Wang, C, Lv, J, Peto, R, Chen, Y, Fairhurst-Hunter, Z, Hill, M, Pozarickij, A, Schmidt, D, Stevens, B, Turnbull, I, Yu, C, Nagai, A, Murakami, Y, Shiroma, EJ, Sigurdsson, S, Ghanbari, M, Boerwinkle, E, Fongang, B, Wang, R, Ikram, MK, Volker, U, de Laat, KF, van Norden, AGW, de Kort, PL, Vermeer, SE, Brouwers, PJAM, Gons, RAR, den Heijer, T, van Dijk, GW, van Rooij, FGW, Aamodt, AH, Skogholt, AH, Willer, CJ, Heuch, I, Hagen, K, Fritsche, LG, Pedersen, LM, Ellekjaer, H, Zhou, W, Martinsen, AE, Kristoffersen, ES, Thomas, LF, Kleinschnitz, C, Frantz, S, Ungethum, K, Gallego-Fabrega, C, Lledos, M, Llucia-Carol, L, Sobrino, T, Campos, F, Castillo, J, Freijo, M, Arenillas, JF, Obach, V, Alvarez-Sabin, J, Molina, CA, Ribo, M, Munoz-Narbona, L, Lopez-Cancio, E, Millan, M, Diaz-Navarro, R, Vives-Bauza, C, Serrano-Heras, G, Segura, T, Dhar, R, Delgado-Mederos, R, Prats-Sanchez, L, Camps-Renom, P, Blay, N, Sumoy, L, Marti-Fabregas, J, Schnohr, P, Jensen, GB, Benn, M, Afzal, S, Kamstrup, PR, van Setten, J, van der Laan, SW, Vonk, JMJ, Kim, B-J, Curtze, S, Tiainen, M, Kinnunen, J, Menon, V, Sung, YJ, Saillour-Glenisson, F, and Gravel, S
Abstract: Previous genome-wide association studies (GWASs) of stroke - the second leading cause of death worldwide - were conducted predominantly in populations of European ancestry1,2. Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis3, and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach4, we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry5. Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.
Published: 2022

4. Stroke genetics informs drug discovery and risk prediction across ancestries (vol 611, pg 115, 2022)

Author: Mishra, A, Malik, R, Hachiya, T, Jurgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, Y-C, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, H-J, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Carcel-Marquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Borte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, Y-L, Havulinna, AS, Hopewell, JC, Hyacinth, IH, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, K-J, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O'Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, Rich, SS, Rosand, J, Sabatine, MS, Sacco, RL, Saleheen, D, Sandset, EC, Salomaa, V, Sargurupremraj, M, Sasaki, M, Satizabal, CL, Schmidt, CO, Shimizu, A, Smith, NL, Sloane, KL, Sutoh, Y, Sun, YV, Tanno, K, Tiedt, S, Tatlisumak, T, Torres-Aguila, NP, Tiwari, HK, Tregouet, D-A, Trompet, S, Tuladhar, AM, Tybjaerg-Hansen, A, van Vugt, M, Vibo, R, Verma, SS, Wiggins, KL, Wennberg, P, Woo, D, Wilson, PWF, Xu, H, Yang, Q, Yoon, K, Millwood, IY, Gieger, C, Ninomiya, T, Grabe, HJ, Jukema, JW, Rissanen, IL, Strbian, D, Kim, YJ, Chen, P-H, Mayerhofer, E, Howson, JMM, Irvin, MR, Adams, H, Wassertheil-Smoller, S, Christensen, K, Ikram, MA, Rundek, T, Worrall, BB, Lathrop, GM, Riaz, M, Simonsick, EM, Korv, J, Franca, PHC, Zand, R, Prasad, K, Frikke-Schmidt, R, de Leeuw, F-E, Liman, T, Haeusler, KG, Ruigrok, YM, Heuschmann, PU, Longstreth, WT, Jung, KJ, Bastarache, L, Pare, G, Damrauer, SM, Chasman, DI, Rotter, JI, Anderson, CD, Zwart, J-A, Niiranen, TJ, Fornage, M, Liaw, Y-P, Seshadri, S, Fernandez-Cadenas, I, Walters, RG, Ruff, CT, Owolabi, MO, Huffman, JE, Milani, L, Kamatani, Y, Dichgans, M, Debette, S, Mishra, A, Malik, R, Hachiya, T, Jurgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, Y-C, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, H-J, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Carcel-Marquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Borte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, Y-L, Havulinna, AS, Hopewell, JC, Hyacinth, IH, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, K-J, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O'Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, Rich, SS, Rosand, J, Sabatine, MS, Sacco, RL, Saleheen, D, Sandset, EC, Salomaa, V, Sargurupremraj, M, Sasaki, M, Satizabal, CL, Schmidt, CO, Shimizu, A, Smith, NL, Sloane, KL, Sutoh, Y, Sun, YV, Tanno, K, Tiedt, S, Tatlisumak, T, Torres-Aguila, NP, Tiwari, HK, Tregouet, D-A, Trompet, S, Tuladhar, AM, Tybjaerg-Hansen, A, van Vugt, M, Vibo, R, Verma, SS, Wiggins, KL, Wennberg, P, Woo, D, Wilson, PWF, Xu, H, Yang, Q, Yoon, K, Millwood, IY, Gieger, C, Ninomiya, T, Grabe, HJ, Jukema, JW, Rissanen, IL, Strbian, D, Kim, YJ, Chen, P-H, Mayerhofer, E, Howson, JMM, Irvin, MR, Adams, H, Wassertheil-Smoller, S, Christensen, K, Ikram, MA, Rundek, T, Worrall, BB, Lathrop, GM, Riaz, M, Simonsick, EM, Korv, J, Franca, PHC, Zand, R, Prasad, K, Frikke-Schmidt, R, de Leeuw, F-E, Liman, T, Haeusler, KG, Ruigrok, YM, Heuschmann, PU, Longstreth, WT, Jung, KJ, Bastarache, L, Pare, G, Damrauer, SM, Chasman, DI, Rotter, JI, Anderson, CD, Zwart, J-A, Niiranen, TJ, Fornage, M, Liaw, Y-P, Seshadri, S, Fernandez-Cadenas, I, Walters, RG, Ruff, CT, Owolabi, MO, Huffman, JE, Milani, L, Kamatani, Y, Dichgans, M, and Debette, S
Published: 2022

5. Stroke genetics informs drug discovery and risk prediction across ancestries.

Author: Mishra, A, Malik, R, Hachiya, T, Jürgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, Y-C, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, H-J, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Cárcel-Márquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Børte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, Y-L, Havulinna, AS, Hopewell, JC, Hyacinth, HI, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, K-J, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O'Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, Rich, SS, Rosand, J, Sabatine, MS, Sacco, RL, Saleheen, D, Sandset, EC, Salomaa, V, Sargurupremraj, M, Sasaki, M, Satizabal, CL, Schmidt, CO, Shimizu, A, Smith, NL, Sloane, KL, Sutoh, Y, Sun, YV, Tanno, K, Tiedt, S, Tatlisumak, T, Torres-Aguila, NP, Tiwari, HK, Trégouët, D-A, Trompet, S, Tuladhar, AM, Tybjærg-Hansen, A, van Vugt, M, Vibo, R, Verma, SS, Wiggins, KL, Wennberg, P, Woo, D, Wilson, PWF, Xu, H, Yang, Q, Yoon, K, COMPASS Consortium, INVENT Consortium, Dutch Parelsnoer Initiative (PSI) Cerebrovascular Disease Study Group, Estonian Biobank, PRECISE4Q Consortium, FinnGen Consortium, NINDS Stroke Genetics Network (SiGN), MEGASTROKE Consortium, SIREN Consortium, China Kadoorie Biobank Collaborative Group, VA Million Veteran Program, International Stroke Genetics Consortium (ISGC), Biobank Japan, CHARGE Consortium, GIGASTROKE Consortium, Millwood, IY, Gieger, C, Ninomiya, T, Grabe, HJ, Jukema, JW, Rissanen, IL, Strbian, D, Kim, YJ, Chen, P-H, Mayerhofer, E, Howson, JMM, Irvin, MR, Adams, H, Wassertheil-Smoller, S, Christensen, K, Ikram, MA, Rundek, T, Worrall, BB, Lathrop, GM, Riaz, M, Simonsick, EM, Kõrv, J, França, PHC, Zand, R, Prasad, K, Frikke-Schmidt, R, de Leeuw, F-E, Liman, T, Haeusler, KG, Ruigrok, YM, Heuschmann, PU, Longstreth, WT, Jung, KJ, Bastarache, L, Paré, G, Damrauer, SM, Chasman, DI, Rotter, JI, Anderson, CD, Zwart, J-A, Niiranen, TJ, Fornage, M, Liaw, Y-P, Seshadri, S, Fernández-Cadenas, I, Walters, RG, Ruff, CT, Owolabi, MO, Huffman, JE, Milani, L, Kamatani, Y, Dichgans, M, Debette, S, Mishra, A, Malik, R, Hachiya, T, Jürgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, Y-C, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, H-J, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Cárcel-Márquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Børte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, Y-L, Havulinna, AS, Hopewell, JC, Hyacinth, HI, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, K-J, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O'Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, Rich, SS, Rosand, J, Sabatine, MS, Sacco, RL, Saleheen, D, Sandset, EC, Salomaa, V, Sargurupremraj, M, Sasaki, M, Satizabal, CL, Schmidt, CO, Shimizu, A, Smith, NL, Sloane, KL, Sutoh, Y, Sun, YV, Tanno, K, Tiedt, S, Tatlisumak, T, Torres-Aguila, NP, Tiwari, HK, Trégouët, D-A, Trompet, S, Tuladhar, AM, Tybjærg-Hansen, A, van Vugt, M, Vibo, R, Verma, SS, Wiggins, KL, Wennberg, P, Woo, D, Wilson, PWF, Xu, H, Yang, Q, Yoon, K, COMPASS Consortium, INVENT Consortium, Dutch Parelsnoer Initiative (PSI) Cerebrovascular Disease Study Group, Estonian Biobank, PRECISE4Q Consortium, FinnGen Consortium, NINDS Stroke Genetics Network (SiGN), MEGASTROKE Consortium, SIREN Consortium, China Kadoorie Biobank Collaborative Group, VA Million Veteran Program, International Stroke Genetics Consortium (ISGC), Biobank Japan, CHARGE Consortium, GIGASTROKE Consortium, Millwood, IY, Gieger, C, Ninomiya, T, Grabe, HJ, Jukema, JW, Rissanen, IL, Strbian, D, Kim, YJ, Chen, P-H, Mayerhofer, E, Howson, JMM, Irvin, MR, Adams, H, Wassertheil-Smoller, S, Christensen, K, Ikram, MA, Rundek, T, Worrall, BB, Lathrop, GM, Riaz, M, Simonsick, EM, Kõrv, J, França, PHC, Zand, R, Prasad, K, Frikke-Schmidt, R, de Leeuw, F-E, Liman, T, Haeusler, KG, Ruigrok, YM, Heuschmann, PU, Longstreth, WT, Jung, KJ, Bastarache, L, Paré, G, Damrauer, SM, Chasman, DI, Rotter, JI, Anderson, CD, Zwart, J-A, Niiranen, TJ, Fornage, M, Liaw, Y-P, Seshadri, S, Fernández-Cadenas, I, Walters, RG, Ruff, CT, Owolabi, MO, Huffman, JE, Milani, L, Kamatani, Y, Dichgans, M, and Debette, S
Abstract: Previous genome-wide association studies (GWASs) of stroke - the second leading cause of death worldwide - were conducted predominantly in populations of European ancestry1,2. Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis3, and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach4, we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry5. Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.
Published: 2022

6. Publisher Correction: Stroke genetics informs drug discovery and risk prediction across ancestries (Nature, (2022), 611, 7934, (115-123), 10.1038/s41586-022-05165-3)

Author: Mishra, A, Malik, R, Hachiya, T, Jürgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, YC, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, HJ, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Cárcel-Márquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Børte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, YL, Havulinna, AS, Hopewell, JC, Hyacinth, HI, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, KJ, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O’Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, Rich, SS, Mishra, A, Malik, R, Hachiya, T, Jürgenson, T, Namba, S, Posner, DC, Kamanu, FK, Koido, M, Le Grand, Q, Shi, M, He, Y, Georgakis, MK, Caro, I, Krebs, K, Liaw, YC, Vaura, FC, Lin, K, Winsvold, BS, Srinivasasainagendra, V, Parodi, L, Bae, HJ, Chauhan, G, Chong, MR, Tomppo, L, Akinyemi, R, Roshchupkin, GV, Habib, N, Jee, YH, Thomassen, JQ, Abedi, V, Cárcel-Márquez, J, Nygaard, M, Leonard, HL, Yang, C, Yonova-Doing, E, Knol, MJ, Lewis, AJ, Judy, RL, Ago, T, Amouyel, P, Armstrong, ND, Bakker, MK, Bartz, TM, Bennett, DA, Bis, JC, Bordes, C, Børte, S, Cain, A, Ridker, PM, Cho, K, Chen, Z, Cruchaga, C, Cole, JW, de Jager, PL, de Cid, R, Endres, M, Ferreira, LE, Geerlings, MI, Gasca, NC, Gudnason, V, Hata, J, He, J, Heath, AK, Ho, YL, Havulinna, AS, Hopewell, JC, Hyacinth, HI, Inouye, M, Jacob, MA, Jeon, CE, Jern, C, Kamouchi, M, Keene, KL, Kitazono, T, Kittner, SJ, Konuma, T, Kumar, A, Lacaze, P, Launer, LJ, Lee, KJ, Lepik, K, Li, J, Li, L, Manichaikul, A, Markus, HS, Marston, NA, Meitinger, T, Mitchell, BD, Montellano, FA, Morisaki, T, Mosley, TH, Nalls, MA, Nordestgaard, BG, O’Donnell, MJ, Okada, Y, Onland-Moret, NC, Ovbiagele, B, Peters, A, Psaty, BM, and Rich, SS
Abstract: In the version of this article initially published, the name of the PRECISE4Q Consortium was misspelled as “PRECISEQ” and has now been amended in the HTML and PDF versions of the article. Further, data in the first column of Supplementary Table 55 were mistakenly shifted and have been corrected in the file accompanying the HTML version of the article.
Published: 2022

7. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

Author: Yonova-Doing, E. (Ekaterina), Zhao, W. (Wanting), Igo Jr., R.P. (Robert), Wang, C. (Chunliang), Sundaresan, P. (Periasamy), Lee, K.E. (Kristine), Jun, G.R. (Gyungah R.), Alves, A.C. (Alexessander Couto), Chai, X. (Xiaoran), Chan, A.S.Y. (Anita S. Y.), Lee, M.C. (Mei Chin), Fong, A. (Allan), Tan, A.G. (Ava G.), Khor, C.C., Chew, E.Y. (Emily Y.), Hysi, P.G. (Pirro G.), Fan, Q. (Qiao), Chua, J. (Jacqueline), Chung, J. (Jaeyoon), Liao, J. (Jiemin), Colijn, J.M. (Johanna), Burdon, K.P. (Kathryn P.), Fritsche, L.G. (Lars), Swift, M.K. (Maria K.), Hilmy, M.H. (Maryam H.), Chee, M.L. (Miao Ling), Tedja, M. (Milly), Bonnemaijer, P.W.M. (Pieter), Gupta, P. (Preeti), Tan, Q.S. (Queenie S.), Li, Z. (Zheng), Vithana, E.N. (Eranga), Ravindran, R.D. (Ravilla D.), Chee, S.-P. (Soon-Phaik), Shi, Y. (Yuan), Liu, W. (Wenting), Su, X. (Xinyi), Sim, X. (Xueling), Shen, Y. (Yang), Wang, Y.X. (Ya Xing), Li, H. (Hengtong), Tham, Y.-C. (Yih-Chung), Teo, Y.Y. (Yik Ying), Aung, T. (Tin), Small, K.S. (Kerrin S.), Mitchell, P. (Paul), Jonas, J.B. (Jost B.), Wong, T.Y. (Tien Yin), Fletcher, A. (Astrid), Klaver, C.C.W. (Caroline), Klein, B.E.K. (Barbara E. K.), Wang, J.J. (Jie Jin), Iyengar, S.K. (Sudha K.), Hammond, C.J. (Christopher J.), Cheng, C.-Y. (Ching-Yu), Yonova-Doing, E. (Ekaterina), Zhao, W. (Wanting), Igo Jr., R.P. (Robert), Wang, C. (Chunliang), Sundaresan, P. (Periasamy), Lee, K.E. (Kristine), Jun, G.R. (Gyungah R.), Alves, A.C. (Alexessander Couto), Chai, X. (Xiaoran), Chan, A.S.Y. (Anita S. Y.), Lee, M.C. (Mei Chin), Fong, A. (Allan), Tan, A.G. (Ava G.), Khor, C.C., Chew, E.Y. (Emily Y.), Hysi, P.G. (Pirro G.), Fan, Q. (Qiao), Chua, J. (Jacqueline), Chung, J. (Jaeyoon), Liao, J. (Jiemin), Colijn, J.M. (Johanna), Burdon, K.P. (Kathryn P.), Fritsche, L.G. (Lars), Swift, M.K. (Maria K.), Hilmy, M.H. (Maryam H.), Chee, M.L. (Miao Ling), Tedja, M. (Milly), Bonnemaijer, P.W.M. (Pieter), Gupta, P. (Preeti), Tan, Q.S. (Queenie S.), Li, Z. (Zheng), Vithana, E.N. (Eranga), Ravindran, R.D. (Ravilla D.), Chee, S.-P. (Soon-Phaik), Shi, Y. (Yuan), Liu, W. (Wenting), Su, X. (Xinyi), Sim, X. (Xueling), Shen, Y. (Yang), Wang, Y.X. (Ya Xing), Li, H. (Hengtong), Tham, Y.-C. (Yih-Chung), Teo, Y.Y. (Yik Ying), Aung, T. (Tin), Small, K.S. (Kerrin S.), Mitchell, P. (Paul), Jonas, J.B. (Jost B.), Wong, T.Y. (Tien Yin), Fletcher, A. (Astrid), Klaver, C.C.W. (Caroline), Klein, B.E.K. (Barbara E. K.), Wang, J.J. (Jie Jin), Iyengar, S.K. (Sudha K.), Hammond, C.J. (Christopher J.), and Cheng, C.-Y. (Ching-Yu)
Abstract: Nuclear cataract is the most common type of age-related cataract and a leading cause of blindness worldwide. Age-related nuclear cataract is heritable (h2 = 0.48), but little is known about specific genetic factors underlying this condition. Here we report findings from the largest to date multi-ethnic meta-analysis of genome-wide association studies (discovery cohort N = 14,151 and replication N = 5299) of the International Cataract Genetics Consortium. We confirmed the known genetic association of CRYAA (rs7278468, P = 2.8 × 10−16) with nuclear cataract and identified five new loci associated with this disease: SOX2-OT (rs9842371, P = 1.7 × 10
Published: 2020
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8. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

Author: Yonova-Doing, E., Zhao, W., Igo, R.P., Jr., Wang, Chaolong, Sundaresan, Periasamy, Lee, Kristine E., Klaver, C.C.W., Hammond, C.J., Cheng, C.Y., Yonova-Doing, E., Zhao, W., Igo, R.P., Jr., Wang, Chaolong, Sundaresan, Periasamy, Lee, Kristine E., Klaver, C.C.W., Hammond, C.J., and Cheng, C.Y.
Abstract: Contains fulltext : 228408.pdf (publisher's version ) (Open Access)
Published: 2020

9. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

Author: Yonova-Doing, E, Zhao, W, Igo, RP, Wang, C, Sundaresan, P, Lee, KE, Jun, GR, Alves, AC, Chai, X, Chan, ASY, Lee, MC, Fong, A, Tan, AG, Khor, CC, Chew, EY, Hysi, PG, Fan, Q, Chua, J, Chung, J, Liao, J, Colijn, JM, Burdon, KP, Fritsche, LG, Swift, MK, Hilmy, MH, Chee, ML, Tedja, M, Bonnemaijer, PWM, Gupta, P, Tan, QS, Li, Z, Vithana, EN, Ravindran, RD, Chee, S-P, Shi, Y, Liu, W, Su, X, Sim, X, Shen, Y, Wang, YX, Li, H, Tham, Y-C, Teo, YY, Aung, T, Small, KS, Mitchell, P, Jonas, JB, Wong, TY, Fletcher, AE, Klaver, CCW, Klein, BEK, Wang, JJ, Iyengar, SK, Hammond, CJ, Cheng, C-Y, Yonova-Doing, E, Zhao, W, Igo, RP, Wang, C, Sundaresan, P, Lee, KE, Jun, GR, Alves, AC, Chai, X, Chan, ASY, Lee, MC, Fong, A, Tan, AG, Khor, CC, Chew, EY, Hysi, PG, Fan, Q, Chua, J, Chung, J, Liao, J, Colijn, JM, Burdon, KP, Fritsche, LG, Swift, MK, Hilmy, MH, Chee, ML, Tedja, M, Bonnemaijer, PWM, Gupta, P, Tan, QS, Li, Z, Vithana, EN, Ravindran, RD, Chee, S-P, Shi, Y, Liu, W, Su, X, Sim, X, Shen, Y, Wang, YX, Li, H, Tham, Y-C, Teo, YY, Aung, T, Small, KS, Mitchell, P, Jonas, JB, Wong, TY, Fletcher, AE, Klaver, CCW, Klein, BEK, Wang, JJ, Iyengar, SK, Hammond, CJ, and Cheng, C-Y
Abstract: Nuclear cataract is the most common type of age-related cataract and a leading cause of blindness worldwide. Age-related nuclear cataract is heritable (h2 = 0.48), but little is known about specific genetic factors underlying this condition. Here we report findings from the largest to date multi-ethnic meta-analysis of genome-wide association studies (discovery cohort N = 14,151 and replication N = 5299) of the International Cataract Genetics Consortium. We confirmed the known genetic association of CRYAA (rs7278468, P = 2.8 × 10-16) with nuclear cataract and identified five new loci associated with this disease: SOX2-OT (rs9842371, P = 1.7 × 10-19), TMPRSS5 (rs4936279, P = 2.5 × 10-10), LINC01412 (rs16823886, P = 1.3 × 10-9), GLTSCR1 (rs1005911, P = 9.8 × 10-9), and COMMD1 (rs62149908, P = 1.2 × 10-8). The results suggest a strong link of age-related nuclear cataract with congenital cataract and eye development genes, and the importance of common genetic variants in maintaining crystalline lens integrity in the aging eye.
Published: 2020

10. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals

Author: Surendran, P, Feofanova, E, Lahrouchi, N, Ntalla, I, Karthikeyan, S, Cook, J, Chen, L, Mifsud, B, Yao, C, Kraja, AT, Cartwright, JH, Hellwege, JN, Giri, A, Tragante, V, Thorleifsson, G, Liu, DJ, Prins, BP, Stewart, ID, Cabrera, CP, Eales, JM, Akbarov, A, Auer, PL, Bielak, LF, Bis, JC, Braithwaite, VS, Brody, JA, Daw, EW, Warren, HR, Drenos, F, Nielsen, SF, Faul, JD, Fauman, EB, Fava, C, Ferreira, T, Foley, CN, Franceschini, N, Gao, H, Giannakopoulou, O, Giulianini, F, Gudbjartsson, DF, Guo, X, Harris, SE, Havulinna, AS, Helgadottir, A, Huffman, JE, Hwang, S-J, Kanoni, S, Kontto, J, Larson, MG, Li-Gao, R, Lindstrom, J, Lotta, LA, Lu, Y, Luan, J, Mahajan, A, Malerba, G, Masca, NGD, Mei, H, Menni, C, Mook-Kanamori, DO, Mosen-Ansorena, D, Muller-Nurasyid, M, Pare, G, Paul, DS, Perola, M, Poveda, A, Rauramaa, R, Richard, M, Richardson, TG, Sepulveda, N, Sim, X, Smith, A, Smith, JA, Staley, JR, Stanakova, A, Sulem, P, Theriault, S, Thorsteinsdottir, U, Trompet, S, Varga, TV, Edwards, DRV, Veronesi, G, Weiss, S, Willems, SM, Yao, J, Young, R, Yu, B, Zhang, W, Zhao, J-H, Zhao, W, Evangelou, E, Aeschbacher, S, Asllanaj, E, Blankenberg, S, Bonnycastle, LL, Bork-Jensen, J, Brandslund, I, Braund, PS, Burgess, S, Cho, K, Christensen, C, Connell, J, de Mutsert, R, Dominiczak, AF, Dorr, M, Eiriksdottir, G, Farmaki, A-E, Gaziano, JM, Grarup, N, Grove, ML, Hallmans, G, Hansen, T, Have, CT, Heiss, G, Jorgensen, ME, Jousilahti, P, Kajantie, E, Kamat, M, Karajamaki, A, Karpe, F, Koistinen, HA, Kovesdy, CP, Kuulasmaa, K, Laatikainen, T, Lannfelt, L, Lee, I-T, Lee, W-J, Linneberg, A, Martin, LW, Moitry, M, Nadkarni, G, Neville, MJ, Palmer, CNA, Papanicolaou, GJ, Pedersen, O, Peters, J, Poulter, N, Rasheed, A, Rasmussen, KL, Rayner, NW, Magi, R, Renstrom, F, Rettig, R, Rossouw, J, Schreiner, PJ, Sever, PS, Sigurdsson, EL, Skaaby, T, Sun, Y, Sundstrom, J, Thorgeirsson, G, Esko, T, Trabetti, E, Tsao, PS, Tuomi, T, Turner, ST, Tzoulaki, I, Vaartjes, I, Vergnaud, A-C, Willer, CJ, Wilson, PWF, Witte, DR, Yonova-Doing, E, Zhang, H, Aliya, N, Almgren, P, Amouyel, P, Asselbergs, FW, Barnes, MR, Blakemore, A, Boehnke, M, Bots, ML, Bottinger, EP, Buring, JE, Chambers, JC, Chen, Y-DI, Chowdhury, R, Conen, D, Correa, A, Smith, GD, de Boer, RA, Deary, IJ, Dedoussis, G, Deloukas, P, Di Angelantonio, E, Elliott, P, Felix, SB, Ferrieres, J, Ford, I, Fornage, M, Franks, PW, Franks, S, Frossard, P, Gambaro, G, Gaunt, TR, Groop, L, Gudnason, V, Harris, TB, Hayward, C, Hennig, BJ, Herzig, K-H, Ingelsson, E, Tuomilehto, J, Jarvelin, M-R, Jukema, JW, Kardia, SLR, Kee, F, Kooner, JS, Kooperberg, C, Launer, LJ, Lind, L, Loos, RJF, Majumder, AAS, Laakso, M, McCarthy, M, Melander, O, Mohlke, KL, Murray, AD, Nordestgaard, BG, Orho-Melander, M, Packard, CJ, Padmanabhan, S, Palmas, W, Polasek, O, Porteous, DJ, Prentice, AM, Province, MA, Relton, CL, Rice, K, Ridker, PM, Rolandsson, O, Rosendaal, FR, Rotter, J, Rudan, I, Salomaa, V, Samani, NJ, Sattar, N, Sheu, WH-H, Smith, BH, Soranzo, N, Spector, TD, Starr, JM, Sebert, S, Taylor, KD, Lakka, TA, Timpson, NJ, Tobin, MD, van der Harst, P, van der Meer, P, Ramachandran, VS, Verweij, N, Virtamo, J, Volker, U, Weir, DR, Zeggini, E, Charchar, FJ, Wareham, NJ, Langenberg, C, Tomaszewski, M, Butterworth, AS, Caulfield, MJ, Danesh, J, Edwards, TL, Holm, H, Hung, AM, Lindgren, CM, Liu, C, Manning, AK, Morris, AP, Morrison, AC, O'Donnell, CJ, Psaty, BM, Saleheen, D, Stefansson, K, Boerwinkle, E, Chasman, D, Levy, D, Newton-Cheh, C, Munroe, PB, Howson, JMM, Surendran, P, Feofanova, E, Lahrouchi, N, Ntalla, I, Karthikeyan, S, Cook, J, Chen, L, Mifsud, B, Yao, C, Kraja, AT, Cartwright, JH, Hellwege, JN, Giri, A, Tragante, V, Thorleifsson, G, Liu, DJ, Prins, BP, Stewart, ID, Cabrera, CP, Eales, JM, Akbarov, A, Auer, PL, Bielak, LF, Bis, JC, Braithwaite, VS, Brody, JA, Daw, EW, Warren, HR, Drenos, F, Nielsen, SF, Faul, JD, Fauman, EB, Fava, C, Ferreira, T, Foley, CN, Franceschini, N, Gao, H, Giannakopoulou, O, Giulianini, F, Gudbjartsson, DF, Guo, X, Harris, SE, Havulinna, AS, Helgadottir, A, Huffman, JE, Hwang, S-J, Kanoni, S, Kontto, J, Larson, MG, Li-Gao, R, Lindstrom, J, Lotta, LA, Lu, Y, Luan, J, Mahajan, A, Malerba, G, Masca, NGD, Mei, H, Menni, C, Mook-Kanamori, DO, Mosen-Ansorena, D, Muller-Nurasyid, M, Pare, G, Paul, DS, Perola, M, Poveda, A, Rauramaa, R, Richard, M, Richardson, TG, Sepulveda, N, Sim, X, Smith, A, Smith, JA, Staley, JR, Stanakova, A, Sulem, P, Theriault, S, Thorsteinsdottir, U, Trompet, S, Varga, TV, Edwards, DRV, Veronesi, G, Weiss, S, Willems, SM, Yao, J, Young, R, Yu, B, Zhang, W, Zhao, J-H, Zhao, W, Evangelou, E, Aeschbacher, S, Asllanaj, E, Blankenberg, S, Bonnycastle, LL, Bork-Jensen, J, Brandslund, I, Braund, PS, Burgess, S, Cho, K, Christensen, C, Connell, J, de Mutsert, R, Dominiczak, AF, Dorr, M, Eiriksdottir, G, Farmaki, A-E, Gaziano, JM, Grarup, N, Grove, ML, Hallmans, G, Hansen, T, Have, CT, Heiss, G, Jorgensen, ME, Jousilahti, P, Kajantie, E, Kamat, M, Karajamaki, A, Karpe, F, Koistinen, HA, Kovesdy, CP, Kuulasmaa, K, Laatikainen, T, Lannfelt, L, Lee, I-T, Lee, W-J, Linneberg, A, Martin, LW, Moitry, M, Nadkarni, G, Neville, MJ, Palmer, CNA, Papanicolaou, GJ, Pedersen, O, Peters, J, Poulter, N, Rasheed, A, Rasmussen, KL, Rayner, NW, Magi, R, Renstrom, F, Rettig, R, Rossouw, J, Schreiner, PJ, Sever, PS, Sigurdsson, EL, Skaaby, T, Sun, Y, Sundstrom, J, Thorgeirsson, G, Esko, T, Trabetti, E, Tsao, PS, Tuomi, T, Turner, ST, Tzoulaki, I, Vaartjes, I, Vergnaud, A-C, Willer, CJ, Wilson, PWF, Witte, DR, Yonova-Doing, E, Zhang, H, Aliya, N, Almgren, P, Amouyel, P, Asselbergs, FW, Barnes, MR, Blakemore, A, Boehnke, M, Bots, ML, Bottinger, EP, Buring, JE, Chambers, JC, Chen, Y-DI, Chowdhury, R, Conen, D, Correa, A, Smith, GD, de Boer, RA, Deary, IJ, Dedoussis, G, Deloukas, P, Di Angelantonio, E, Elliott, P, Felix, SB, Ferrieres, J, Ford, I, Fornage, M, Franks, PW, Franks, S, Frossard, P, Gambaro, G, Gaunt, TR, Groop, L, Gudnason, V, Harris, TB, Hayward, C, Hennig, BJ, Herzig, K-H, Ingelsson, E, Tuomilehto, J, Jarvelin, M-R, Jukema, JW, Kardia, SLR, Kee, F, Kooner, JS, Kooperberg, C, Launer, LJ, Lind, L, Loos, RJF, Majumder, AAS, Laakso, M, McCarthy, M, Melander, O, Mohlke, KL, Murray, AD, Nordestgaard, BG, Orho-Melander, M, Packard, CJ, Padmanabhan, S, Palmas, W, Polasek, O, Porteous, DJ, Prentice, AM, Province, MA, Relton, CL, Rice, K, Ridker, PM, Rolandsson, O, Rosendaal, FR, Rotter, J, Rudan, I, Salomaa, V, Samani, NJ, Sattar, N, Sheu, WH-H, Smith, BH, Soranzo, N, Spector, TD, Starr, JM, Sebert, S, Taylor, KD, Lakka, TA, Timpson, NJ, Tobin, MD, van der Harst, P, van der Meer, P, Ramachandran, VS, Verweij, N, Virtamo, J, Volker, U, Weir, DR, Zeggini, E, Charchar, FJ, Wareham, NJ, Langenberg, C, Tomaszewski, M, Butterworth, AS, Caulfield, MJ, Danesh, J, Edwards, TL, Holm, H, Hung, AM, Lindgren, CM, Liu, C, Manning, AK, Morris, AP, Morrison, AC, O'Donnell, CJ, Psaty, BM, Saleheen, D, Stefansson, K, Boerwinkle, E, Chasman, D, Levy, D, Newton-Cheh, C, Munroe, PB, and Howson, JMM
Abstract: Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to ~1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 × 10-8), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were ~8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.
Published: 2020

11. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

Author: Yonova-Doing, E., Zhao, W., Igo, R.P., Jr., Wang, Chaolong, Sundaresan, Periasamy, Lee, Kristine E., Klaver, C.C.W., Hammond, C.J., Cheng, C.Y., Yonova-Doing, E., Zhao, W., Igo, R.P., Jr., Wang, Chaolong, Sundaresan, Periasamy, Lee, Kristine E., Klaver, C.C.W., Hammond, C.J., and Cheng, C.Y.
Abstract: Contains fulltext : 228408.pdf (publisher's version ) (Open Access)
Published: 2020

12. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

Author: Yonova-Doing, E., Zhao, W., Igo, R.P., Jr., Wang, Chaolong, Sundaresan, Periasamy, Lee, Kristine E., Klaver, C.C.W., Hammond, C.J., Cheng, C.Y., Yonova-Doing, E., Zhao, W., Igo, R.P., Jr., Wang, Chaolong, Sundaresan, Periasamy, Lee, Kristine E., Klaver, C.C.W., Hammond, C.J., and Cheng, C.Y.
Abstract: Contains fulltext : 228408.pdf (publisher's version ) (Open Access)
Published: 2020

13. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals

Author: Surendran, P. (Praveen), Feofanova, E. V. (Elena, V), Lahrouchi, N. (Najim), Ntalla, I. (Ioanna), Karthikeyan, S. (Savita), Cook, J. (James), Chen, L. (Lingyan), Mifsud, B. (Borbala), Yao, C. (Chen), Kraja, A. T. (Aldi T.), Cartwright, J. H. (James H.), Hellwege, J. N. (Jacklyn N.), Giri, A. (Ayush), Tragante, V. (Vinicius), Thorleifsson, G. (Gudmar), Liu, D. J. (Dajiang J.), Prins, B. P. (Bram P.), Stewart, I. D. (Isobel D.), Cabrera, C. P. (Claudia P.), Eales, J. M. (James M.), Akbarov, A. (Artur), Auer, P. L. (Paul L.), Bielak, L. F. (Lawrence F.), Bis, J. C. (Joshua C.), Braithwaite, V. S. (Vickie S.), Brody, J. A. (Jennifer A.), Daw, E. W. (E. Warwick), Warren, H. R. (Helen R.), Drenos, F. (Fotios), Nielsen, S. F. (Sune Fallgaard), Faul, J. D. (Jessica D.), Fauman, E. B. (Eric B.), Fava, C. (Cristiano), Ferreira, T. (Teresa), Foley, C. N. (Christopher N.), Franceschini, N. (Nora), Gao, H. (He), Giannakopoulou, O. (Olga), Giulianini, F. (Franco), Gudbjartsson, D. F. (Daniel F.), Guo, X. (Xiuqing), Harris, S. E. (Sarah E.), Havulinna, A. S. (Aki S.), Helgadottir, A. (Anna), Huffman, J. E. (Jennifer E.), Hwang, S.-J. (Shih-Jen), Kanoni, S. (Stavroula), Kontto, J. (Jukka), Larson, M. G. (Martin G.), Li-Gao, R. (Ruifang), Lindstrom, J. (Jaana), Lotta, L. A. (Luca A.), Lu, Y. (Yingchang), Luan, J. (Jian'an), Mahajan, A. (Anubha), Malerba, G. (Giovanni), Masca, N. G. (Nicholas G. D.), Mei, H. (Hao), Menni, C. (Cristina), Mook-Kanamori, D. O. (Dennis O.), Mosen-Ansorena, D. (David), Muller-Nurasyid, M. (Martina), Pare, G. (Guillaume), Paul, D. S. (Dirk S.), Perola, M. (Markus), Poveda, A. (Alaitz), Rauramaa, R. (Rainer), Richard, M. (Melissa), Richardson, T. G. (Tom G.), Sepulveda, N. (Nuno), Sim, X. (Xueling), Smith, A. V. (Albert, V), Smith, J. A. (Jennifer A.), Staley, J. R. (James R.), Stanakova, A. (Alena), Sulem, P. (Patrick), Theriault, S. (Sebastien), Thorsteinsdottir, U. (Unnur), Trompet, S. (Stella), Varga, T. V. (Tibor V.), Edwards, D. R. (Digna R. Velez), Veronesi, G. (Giovanni), Weiss, S. (Stefan), Willems, S. M. (Sara M.), Yao, J. (Jie), Young, R. (Robin), Yu, B. (Bing), Zhang, W. (Weihua), Zhao, J.-H. (Jing-Hua), Zhao, W. (Wei), Evangelou, E. (Evangelos), Aeschbacher, S. (Stefanie), Asllanaj, E. (Eralda), Blankenberg, S. (Stefan), Bonnycastle, L. L. (Lori L.), Bork-Jensen, J. (Jette), Brandslund, I. (Ivan), Braund, P. S. (Peter S.), Burgess, S. (Stephen), Cho, K. (Kelly), Christensen, C. (Cramer), Connell, J. (John), de Mutsert, R. (Renee), Dominiczak, A. F. (Anna F.), Dorr, M. (Marcus), Eiriksdottir, G. (Gudny), Farmaki, A.-E. (Aliki-Eleni), Gaziano, J. M. (J. Michael), Grarup, N. (Niels), Grove, M. L. (Megan L.), Hallmans, G. (Goran), Hansen, T. (Torben), Have, C. T. (Christian T.), Heiss, G. (Gerardo), Jorgensen, M. E. (Marit E.), Jousilahti, P. (Pekka), Kajantie, E. (Eero), Kamat, M. (Mihir), Karajamaki, A. (AnneMari), Karpe, F. (Fredrik), Koistinen, H. A. (Heikki A.), Kovesdy, C. P. (Csaba P.), Kuulasmaa, K. (Kari), Laatikainen, T. (Tiina), Lannfelt, L. (Lars), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Linneberg, A. (Allan), Martin, L. W. (Lisa W.), Moitry, M. (Marie), Nadkarni, G. (Girish), Neville, M. J. (Matt J.), Palmer, C. N. (Colin N. A.), Papanicolaou, G. J. (George J.), Pedersen, O. (Oluf), Peters, J. (James), Poulter, N. (Neil), Rasheed, A. (Asif), Rasmussen, K. L. (Katrine L.), Rayner, N. W. (N. William), Magi, R. (Reedik), Renstrom, F. (Frida), Rettig, R. (Rainer), Rossouw, J. (Jacques), Schreiner, P. J. (Pamela J.), Sever, P. S. (Peter S.), Sigurdsson, E. L. (Emil L.), Skaaby, T. (Tea), Sun, Y. V. (Yan, V), Sundstrom, J. (Johan), Thorgeirsson, G. (Gudmundur), Esko, T. (Tonu), Trabetti, E. (Elisabetta), Tsao, P. S. (Philip S.), Tuomi, T. (Tiinamaija), Turner, S. T. (Stephen T.), Tzoulaki, I. (Ioanna), Vaartjes, I. (Ilonca), Vergnaud, A.-C. (Anne-Claire), Willer, C. J. (Cristen J.), Wilson, P. W. (Peter W. F.), Witte, D. R. (Daniel R.), Yonova-Doing, E. (Ekaterina), Zhang, H. (He), Aliya, N. (Naheed), Almgren, P. (Peter), Amouyel, P. (Philippe), Asselbergs, F. W. (Folkert W.), Barnes, M. R. (Michael R.), Blakemore, A. I. (Alexandra, I), Boehnke, M. (Michael), Bots, M. L. (Michiel L.), Bottinger, E. P. (Erwin P.), Buring, J. E. (Julie E.), Chambers, J. C. (John C.), Chen, Y. I. (Yii-Der Ida), Chowdhury, R. (Rajiv), Conen, D. (David), Correa, A. (Adolfo), Smith, G. D. (George Davey), de Boer, R. A. (Rudolf A.), Deary, I. J. (Ian J.), Dedoussis, G. (George), Deloukas, P. (Panos), Di Angelantonio, E. (Emanuele), Elliott, P. (Paul), Felix, S. B. (Stephan B.), Ferrieres, J. (Jean), Ford, I. (Ian), Fornage, M. (Myriam), Franks, P. W. (Paul W.), Franks, S. (Stephen), Frossard, P. (Philippe), Gambaro, G. (Giovanni), Gaunt, T. R. (Tom R.), Groop, L. (Leif), Gudnason, V. (Vilmundur), Harris, T. B. (Tamara B.), Hayward, C. (Caroline), Hennig, B. J. (Branwen J.), Herzig, K.-H. (Karl-Heinz), Ingelsson, E. (Erik), Tuomilehto, J. (Jaakko), Järvelin, M.-R. (Marjo-Riitta), Jukema, J. W. (J. Wouter), Kardia, S. L. (Sharon L. R.), Kee, F. (Frank), Kooner, J. S. (Jaspal S.), Kooperberg, C. (Charles), Launer, L. J. (Lenore J.), Lind, L. (Lars), Loos, R. J. (Ruth J. F.), Majumder, A. A. (Abdulla Al Shafi), Laakso, M. (Markku), McCarthy, M. I. (Mark, I), Melander, O. (Olle), Mohlke, K. L. (Karen L.), Murray, A. D. (Alison D.), Nordestgaard, B. G. (Borge Gronne), Orho-Melander, M. (Marju), Packard, C. J. (Chris J.), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Polasek, O. (Ozren), Porteous, D. J. (David J.), Prentice, A. M. (Andrew M.), Province, M. A. (Michael A.), Relton, C. L. (Caroline L.), Rice, K. (Kenneth), Ridker, P. M. (Paul M.), Rolandsson, O. (Olov), Rosendaal, F. R. (Frits R.), Rotter, J. I. (Jerome, I), Rudan, I. (Igor), Salomaa, V. (Veikko), Samani, N. J. (Nilesh J.), Sattar, N. (Naveed), Sheu, W. H. (Wayne H-H), Smith, B. H. (Blair H.), Soranzo, N. (Nicole), Spector, T. D. (Timothy D.), Starr, J. M. (John M.), Sebert, S. (Sylvain), Taylor, K. D. (Kent D.), Lakka, T. A. (Timo A.), Timpson, N. J. (Nicholas J.), Tobin, M. D. (Martin D.), van der Harst, P. (Pim), van der Meer, P. (Peter), Ramachandran, V. S. (Vasan S.), Verweij, N. (Niek), Virtamo, J. (Jarmo), Volker, U. (Uwe), Weir, D. R. (David R.), Zeggini, E. (Eleftheria), Charchar, F. J. (Fadi J.), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Tomaszewski, M. (Maciej), Butterworth, A. S. (Adam S.), Caulfield, M. J. (Mark J.), Danesh, J. (John), Edwards, T. L. (Todd L.), Holm, H. (Hilma), Hung, A. M. (Adriana M.), Lindgren, C. M. (Cecilia M.), Liu, C. (Chunyu), Manning, A. K. (Alisa K.), Morris, A. P. (Andrew P.), Morrison, A. C. (Alanna C.), O'Donnell, C. J. (Christopher J.), Psaty, B. M. (Bruce M.), Saleheen, D. (Danish), Stefansson, K. (Kari), Boerwinkle, E. (Eric), Chasman, D. I. (Daniel, I), Levy, D. (Daniel), Newton-Cheh, C. (Christopher), Munroe, P. B. (Patricia B.), Howson, J. M. (Joanna M. M.), Surendran, P. (Praveen), Feofanova, E. V. (Elena, V), Lahrouchi, N. (Najim), Ntalla, I. (Ioanna), Karthikeyan, S. (Savita), Cook, J. (James), Chen, L. (Lingyan), Mifsud, B. (Borbala), Yao, C. (Chen), Kraja, A. T. (Aldi T.), Cartwright, J. H. (James H.), Hellwege, J. N. (Jacklyn N.), Giri, A. (Ayush), Tragante, V. (Vinicius), Thorleifsson, G. (Gudmar), Liu, D. J. (Dajiang J.), Prins, B. P. (Bram P.), Stewart, I. D. (Isobel D.), Cabrera, C. P. (Claudia P.), Eales, J. M. (James M.), Akbarov, A. (Artur), Auer, P. L. (Paul L.), Bielak, L. F. (Lawrence F.), Bis, J. C. (Joshua C.), Braithwaite, V. S. (Vickie S.), Brody, J. A. (Jennifer A.), Daw, E. W. (E. Warwick), Warren, H. R. (Helen R.), Drenos, F. (Fotios), Nielsen, S. F. (Sune Fallgaard), Faul, J. D. (Jessica D.), Fauman, E. B. (Eric B.), Fava, C. (Cristiano), Ferreira, T. (Teresa), Foley, C. N. (Christopher N.), Franceschini, N. (Nora), Gao, H. (He), Giannakopoulou, O. (Olga), Giulianini, F. (Franco), Gudbjartsson, D. F. (Daniel F.), Guo, X. (Xiuqing), Harris, S. E. (Sarah E.), Havulinna, A. S. (Aki S.), Helgadottir, A. (Anna), Huffman, J. E. (Jennifer E.), Hwang, S.-J. (Shih-Jen), Kanoni, S. (Stavroula), Kontto, J. (Jukka), Larson, M. G. (Martin G.), Li-Gao, R. (Ruifang), Lindstrom, J. (Jaana), Lotta, L. A. (Luca A.), Lu, Y. (Yingchang), Luan, J. (Jian'an), Mahajan, A. (Anubha), Malerba, G. (Giovanni), Masca, N. G. (Nicholas G. D.), Mei, H. (Hao), Menni, C. (Cristina), Mook-Kanamori, D. O. (Dennis O.), Mosen-Ansorena, D. (David), Muller-Nurasyid, M. (Martina), Pare, G. (Guillaume), Paul, D. S. (Dirk S.), Perola, M. (Markus), Poveda, A. (Alaitz), Rauramaa, R. (Rainer), Richard, M. (Melissa), Richardson, T. G. (Tom G.), Sepulveda, N. (Nuno), Sim, X. (Xueling), Smith, A. V. (Albert, V), Smith, J. A. (Jennifer A.), Staley, J. R. (James R.), Stanakova, A. (Alena), Sulem, P. (Patrick), Theriault, S. (Sebastien), Thorsteinsdottir, U. (Unnur), Trompet, S. (Stella), Varga, T. V. (Tibor V.), Edwards, D. R. (Digna R. Velez), Veronesi, G. (Giovanni), Weiss, S. (Stefan), Willems, S. M. (Sara M.), Yao, J. (Jie), Young, R. (Robin), Yu, B. (Bing), Zhang, W. (Weihua), Zhao, J.-H. (Jing-Hua), Zhao, W. (Wei), Evangelou, E. (Evangelos), Aeschbacher, S. (Stefanie), Asllanaj, E. (Eralda), Blankenberg, S. (Stefan), Bonnycastle, L. L. (Lori L.), Bork-Jensen, J. (Jette), Brandslund, I. (Ivan), Braund, P. S. (Peter S.), Burgess, S. (Stephen), Cho, K. (Kelly), Christensen, C. (Cramer), Connell, J. (John), de Mutsert, R. (Renee), Dominiczak, A. F. (Anna F.), Dorr, M. (Marcus), Eiriksdottir, G. (Gudny), Farmaki, A.-E. (Aliki-Eleni), Gaziano, J. M. (J. Michael), Grarup, N. (Niels), Grove, M. L. (Megan L.), Hallmans, G. (Goran), Hansen, T. (Torben), Have, C. T. (Christian T.), Heiss, G. (Gerardo), Jorgensen, M. E. (Marit E.), Jousilahti, P. (Pekka), Kajantie, E. (Eero), Kamat, M. (Mihir), Karajamaki, A. (AnneMari), Karpe, F. (Fredrik), Koistinen, H. A. (Heikki A.), Kovesdy, C. P. (Csaba P.), Kuulasmaa, K. (Kari), Laatikainen, T. (Tiina), Lannfelt, L. (Lars), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Linneberg, A. (Allan), Martin, L. W. (Lisa W.), Moitry, M. (Marie), Nadkarni, G. (Girish), Neville, M. J. (Matt J.), Palmer, C. N. (Colin N. A.), Papanicolaou, G. J. (George J.), Pedersen, O. (Oluf), Peters, J. (James), Poulter, N. (Neil), Rasheed, A. (Asif), Rasmussen, K. L. (Katrine L.), Rayner, N. W. (N. William), Magi, R. (Reedik), Renstrom, F. (Frida), Rettig, R. (Rainer), Rossouw, J. (Jacques), Schreiner, P. J. (Pamela J.), Sever, P. S. (Peter S.), Sigurdsson, E. L. (Emil L.), Skaaby, T. (Tea), Sun, Y. V. (Yan, V), Sundstrom, J. (Johan), Thorgeirsson, G. (Gudmundur), Esko, T. (Tonu), Trabetti, E. (Elisabetta), Tsao, P. S. (Philip S.), Tuomi, T. (Tiinamaija), Turner, S. T. (Stephen T.), Tzoulaki, I. (Ioanna), Vaartjes, I. (Ilonca), Vergnaud, A.-C. (Anne-Claire), Willer, C. J. (Cristen J.), Wilson, P. W. (Peter W. F.), Witte, D. R. (Daniel R.), Yonova-Doing, E. (Ekaterina), Zhang, H. (He), Aliya, N. (Naheed), Almgren, P. (Peter), Amouyel, P. (Philippe), Asselbergs, F. W. (Folkert W.), Barnes, M. R. (Michael R.), Blakemore, A. I. (Alexandra, I), Boehnke, M. (Michael), Bots, M. L. (Michiel L.), Bottinger, E. P. (Erwin P.), Buring, J. E. (Julie E.), Chambers, J. C. (John C.), Chen, Y. I. (Yii-Der Ida), Chowdhury, R. (Rajiv), Conen, D. (David), Correa, A. (Adolfo), Smith, G. D. (George Davey), de Boer, R. A. (Rudolf A.), Deary, I. J. (Ian J.), Dedoussis, G. (George), Deloukas, P. (Panos), Di Angelantonio, E. (Emanuele), Elliott, P. (Paul), Felix, S. B. (Stephan B.), Ferrieres, J. (Jean), Ford, I. (Ian), Fornage, M. (Myriam), Franks, P. W. (Paul W.), Franks, S. (Stephen), Frossard, P. (Philippe), Gambaro, G. (Giovanni), Gaunt, T. R. (Tom R.), Groop, L. (Leif), Gudnason, V. (Vilmundur), Harris, T. B. (Tamara B.), Hayward, C. (Caroline), Hennig, B. J. (Branwen J.), Herzig, K.-H. (Karl-Heinz), Ingelsson, E. (Erik), Tuomilehto, J. (Jaakko), Järvelin, M.-R. (Marjo-Riitta), Jukema, J. W. (J. Wouter), Kardia, S. L. (Sharon L. R.), Kee, F. (Frank), Kooner, J. S. (Jaspal S.), Kooperberg, C. (Charles), Launer, L. J. (Lenore J.), Lind, L. (Lars), Loos, R. J. (Ruth J. F.), Majumder, A. A. (Abdulla Al Shafi), Laakso, M. (Markku), McCarthy, M. I. (Mark, I), Melander, O. (Olle), Mohlke, K. L. (Karen L.), Murray, A. D. (Alison D.), Nordestgaard, B. G. (Borge Gronne), Orho-Melander, M. (Marju), Packard, C. J. (Chris J.), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Polasek, O. (Ozren), Porteous, D. J. (David J.), Prentice, A. M. (Andrew M.), Province, M. A. (Michael A.), Relton, C. L. (Caroline L.), Rice, K. (Kenneth), Ridker, P. M. (Paul M.), Rolandsson, O. (Olov), Rosendaal, F. R. (Frits R.), Rotter, J. I. (Jerome, I), Rudan, I. (Igor), Salomaa, V. (Veikko), Samani, N. J. (Nilesh J.), Sattar, N. (Naveed), Sheu, W. H. (Wayne H-H), Smith, B. H. (Blair H.), Soranzo, N. (Nicole), Spector, T. D. (Timothy D.), Starr, J. M. (John M.), Sebert, S. (Sylvain), Taylor, K. D. (Kent D.), Lakka, T. A. (Timo A.), Timpson, N. J. (Nicholas J.), Tobin, M. D. (Martin D.), van der Harst, P. (Pim), van der Meer, P. (Peter), Ramachandran, V. S. (Vasan S.), Verweij, N. (Niek), Virtamo, J. (Jarmo), Volker, U. (Uwe), Weir, D. R. (David R.), Zeggini, E. (Eleftheria), Charchar, F. J. (Fadi J.), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Tomaszewski, M. (Maciej), Butterworth, A. S. (Adam S.), Caulfield, M. J. (Mark J.), Danesh, J. (John), Edwards, T. L. (Todd L.), Holm, H. (Hilma), Hung, A. M. (Adriana M.), Lindgren, C. M. (Cecilia M.), Liu, C. (Chunyu), Manning, A. K. (Alisa K.), Morris, A. P. (Andrew P.), Morrison, A. C. (Alanna C.), O'Donnell, C. J. (Christopher J.), Psaty, B. M. (Bruce M.), Saleheen, D. (Danish), Stefansson, K. (Kari), Boerwinkle, E. (Eric), Chasman, D. I. (Daniel, I), Levy, D. (Daniel), Newton-Cheh, C. (Christopher), Munroe, P. B. (Patricia B.), and Howson, J. M. (Joanna M. M.)
Abstract: Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to similar to 1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 x 10(⁻⁸)), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were similar to 8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets., Correction A Publisher Correction to this article was published on 16 March 2021.
Published: 2020

14. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

Author: Yonova-Doing, E, Zhao, W, Igo, RP, Wang, C, Sundaresan, P, Lee, KE, Jun, GR, Alves, AC, Chai, X, Chan, ASY, Lee, MC, Fong, A, Tan, AG, Khor, CC, Chew, EY, Hysi, PG, Fan, Q, Chua, J, Chung, J, Liao, J, Colijn, Annemarie, Burdon, KP, Fritsche, LG, Swift, MK, Hilmy, MH, Chee, ML, Tedja, M, Bonnemaijer, Pieter, Gupta, P, Tan, QS, Li, Z, Vithana, EN, Ravindran, RD, Chee, SP, Shi, Y, Liu, W, Su, X, Sim, X, Shen, Yang, Wang, YX, Li, H, Tham, YC, Teo, YY, Aung, T, Small, KS, Mitchell, P, Jonas, JB, Wong, TY, Fletcher, AE, Klaver, Caroline, Klein, BE, Wang, JJ, Iyengar, SK, Hammond, CJ, Cheng, CY (Ching-Yu), Yonova-Doing, E, Zhao, W, Igo, RP, Wang, C, Sundaresan, P, Lee, KE, Jun, GR, Alves, AC, Chai, X, Chan, ASY, Lee, MC, Fong, A, Tan, AG, Khor, CC, Chew, EY, Hysi, PG, Fan, Q, Chua, J, Chung, J, Liao, J, Colijn, Annemarie, Burdon, KP, Fritsche, LG, Swift, MK, Hilmy, MH, Chee, ML, Tedja, M, Bonnemaijer, Pieter, Gupta, P, Tan, QS, Li, Z, Vithana, EN, Ravindran, RD, Chee, SP, Shi, Y, Liu, W, Su, X, Sim, X, Shen, Yang, Wang, YX, Li, H, Tham, YC, Teo, YY, Aung, T, Small, KS, Mitchell, P, Jonas, JB, Wong, TY, Fletcher, AE, Klaver, Caroline, Klein, BE, Wang, JJ, Iyengar, SK, Hammond, CJ, and Cheng, CY (Ching-Yu)
Published: 2020

15. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract.

Author: Yonova-Doing, E. and Yonova-Doing, E.
Subjects: All institutes and research themes of the Radboud University Medical Center., Radboudumc 12: Sensory disorders DCMN: Donders Center for Medical Neuroscience.
Published: 2020

16. Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke

Author: Abraham, G, Malik, R, Yonova-Doing, E, Salim, A, Wang, T, Danesh, J, Butterworth, AS, Howson, JMM, Inouye, M, Dichgans, M, Abraham, G, Malik, R, Yonova-Doing, E, Salim, A, Wang, T, Danesh, J, Butterworth, AS, Howson, JMM, Inouye, M, and Dichgans, M
Abstract: Recent genome-wide association studies in stroke have enabled the generation of genomic risk scores (GRS) but their predictive power has been modest compared to established stroke risk factors. Here, using a meta-scoring approach, we develop a metaGRS for ischaemic stroke (IS) and analyse this score in the UK Biobank (n = 395,393; 3075 IS events by age 75). The metaGRS hazard ratio for IS (1.26, 95% CI 1.22-1.31 per metaGRS standard deviation) doubles that of a previous GRS, identifying a subset of individuals at monogenic levels of risk: the top 0.25% of metaGRS have three-fold risk of IS. The metaGRS is similarly or more predictive compared to several risk factors, such as family history, blood pressure, body mass index, and smoking. We estimate the reductions needed in modifiable risk factors for individuals with different levels of genomic risk and suggest that, for individuals with high metaGRS, achieving risk factor levels recommended by current guidelines may be insufficient to mitigate risk.
Published: 2019

17. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics.

Author: Springelkamp, H. (Henriët), Iglesias, A.I. (Adriana), Mishra, A. (Aniket), Höhn, R. (René), Wojciechowski, R. (Robert), Khawaja, A.P. (Anthony), Nag, A. (Abhishek), Wang, Y.X. (Ya Xing), Wang, J.J. (Jie Jin), Cuellar-Partida, G. (Gabriel), Gibson, J. (Jane), Cooke Bailey, J.N. (Jessica), Vithana, E.N. (Eranga), Gharahkhani, P. (Puya), Boutin, T. (Thibaud), Ramdas, W.D. (Wishal), Zeller, T. (Tanja), Luben, R.N. (Robert), Yonova-Doing, E. (Ekaterina), Viswanathan, A.C. (Ananth), Yazar, S. (Seyhan), Cree, A.J. (Angela), Haines, J.L. (Jonathan), Koh, J.Y. (Jia Yu), Souzeau, E. (Emmanuelle), Wilson, J.F. (James), Amin, N. (Najaf), Müller, C. (Christian), Venturini, C. (Cristina), Kearns, L.S. (Lisa), Hee Kang, J. (Jae), Consortium, N. (Neighborhood), Tham, Y.C. (Yih Chung), Zhou, T. (Tiger), van Leeuwen, E.M. (Elisabeth), Nickels, S. (Stefan), Sanfilippo, P. (Paul), Liao, J. (Jiemin), Linde, H.V. (Herma van der), Zhao, W. (Wanting), van Koolwijk, L.M. (Leonieke), Zheng, L. (Li), Rivadeneira, F. (Fernando), Baskaran, M. (Mani), van der Lee, S.J. (Sven), Perera, S. (Shamira), de Jong, P.T. (Paulus), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Fan, Q. (Qiao), Hofman, A. (Albert), Shyong Tai, E. (E-), Vingerling, J.R. (Johannes), Sim, X. (Xueling), Wolfs, R.C. (Roger), Teo, Y.Y. (Yik Ying), Lemij, H.G. (Hans), Khor, C.C. (Chiea Chuen), Willemsen, R. (Rob), Lackner, K.J. (Karl), Aung, T. (Tin), Jansonius, N.M. (Nomdo), Montgomery, G. (Grant), Wild, P.S. (Philipp), Young, T.L. (Terri), Burdon, K.P. (Kathryn), Hysi, P.G. (Pirro), Pasquale, L.R. (Louis), Wong, T.Y. (Tien Yin), Klaver, C.C. (Caroline), Hewitt, A.W. (Alex), Jonas, J.B. (Jost), Mitchell, P. (Paul), Lotery, A.J. (Andrew), Foster, P.J. (Paul), Vitart, V. (Veronique), Pfeiffer, N. (Norbert), Craig, J.E. (Jamie), Mackey, D.A. (David), Hammond, C.J. (Christopher), Wiggs, J.L. (Janey), Cheng, C.Y. (Ching-Yu), van Duijn, C.M. (Cornelia), MacGregor, S. (Stuart), Springelkamp, H. (Henriët), Iglesias, A.I. (Adriana), Mishra, A. (Aniket), Höhn, R. (René), Wojciechowski, R. (Robert), Khawaja, A.P. (Anthony), Nag, A. (Abhishek), Wang, Y.X. (Ya Xing), Wang, J.J. (Jie Jin), Cuellar-Partida, G. (Gabriel), Gibson, J. (Jane), Cooke Bailey, J.N. (Jessica), Vithana, E.N. (Eranga), Gharahkhani, P. (Puya), Boutin, T. (Thibaud), Ramdas, W.D. (Wishal), Zeller, T. (Tanja), Luben, R.N. (Robert), Yonova-Doing, E. (Ekaterina), Viswanathan, A.C. (Ananth), Yazar, S. (Seyhan), Cree, A.J. (Angela), Haines, J.L. (Jonathan), Koh, J.Y. (Jia Yu), Souzeau, E. (Emmanuelle), Wilson, J.F. (James), Amin, N. (Najaf), Müller, C. (Christian), Venturini, C. (Cristina), Kearns, L.S. (Lisa), Hee Kang, J. (Jae), Consortium, N. (Neighborhood), Tham, Y.C. (Yih Chung), Zhou, T. (Tiger), van Leeuwen, E.M. (Elisabeth), Nickels, S. (Stefan), Sanfilippo, P. (Paul), Liao, J. (Jiemin), Linde, H.V. (Herma van der), Zhao, W. (Wanting), van Koolwijk, L.M. (Leonieke), Zheng, L. (Li), Rivadeneira, F. (Fernando), Baskaran, M. (Mani), van der Lee, S.J. (Sven), Perera, S. (Shamira), de Jong, P.T. (Paulus), Oostra, B.A. (Ben), Uitterlinden, A.G. (André), Fan, Q. (Qiao), Hofman, A. (Albert), Shyong Tai, E. (E-), Vingerling, J.R. (Johannes), Sim, X. (Xueling), Wolfs, R.C. (Roger), Teo, Y.Y. (Yik Ying), Lemij, H.G. (Hans), Khor, C.C. (Chiea Chuen), Willemsen, R. (Rob), Lackner, K.J. (Karl), Aung, T. (Tin), Jansonius, N.M. (Nomdo), Montgomery, G. (Grant), Wild, P.S. (Philipp), Young, T.L. (Terri), Burdon, K.P. (Kathryn), Hysi, P.G. (Pirro), Pasquale, L.R. (Louis), Wong, T.Y. (Tien Yin), Klaver, C.C. (Caroline), Hewitt, A.W. (Alex), Jonas, J.B. (Jost), Mitchell, P. (Paul), Lotery, A.J. (Andrew), Foster, P.J. (Paul), Vitart, V. (Veronique), Pfeiffer, N. (Norbert), Craig, J.E. (Jamie), Mackey, D.A. (David), Hammond, C.J. (Christopher), Wiggs, J.L. (Janey), Cheng, C.Y. (Ching-Yu), van Duijn, C.M. (Cornelia), and MacGregor, S. (Stuart)
Abstract: Primary open-angle glaucoma (POAG), the most common optic neuropathy, is a heritable disease. Siblings of POAG cases have a ten-fold increase risk of developing the disease. Intraocular pressure (IOP) and optic nerve head characteristics are used clinically to predict POAG risk. We conducted a genome-wide association meta-analysis of IOP and optic disc parameters and validated our findings in multiple sets of POAG cases and controls. Using imputation to the 1000 genomes (1000G) reference set, we identified 9 new genomic regions associated with vertical cup disc ratio (VCDR) and 1 new region associated with IOP. Additionally, we found 5 novel loci for optic nerve cup area and 6 for disc area. Previously it was assumed that genetic variation influenced POAG either through IOP or via changes to the optic nerve head; here we present evidence that some genomic regions affect both IOP and the disc parameters. We characterized the effect of the novel loci through pathway analysis and found that pathways involved are not entirely distinct as assumed so far. Further, we identified a novel association between CDKN1A and POAG. Using a zebrafish model we show that six6b (associated with POAG and optic nerve head variation) alters the expression of cdkn1a In summary, we have identified several novel genes influencing the major clinical risk predictors of POAG and showed that genetic variation in CDKN1A is important in POAG risk.
Published: 2017
Full Text: View/download PDF

18. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics

Author: Springelkamp, H., Iglesias, A.I., Mishra, A, Hohn, R., Wojciechowski, R., Khawaja, A.P., Nag, A., Wang, Y.X., Wang, J.J., Cuellar-Partida, G., Gibson, J., Bailey, J.N., Vithana, E.N., Gharahkhani, P., Boutin, T., Ramdas, W.D., Zeller, T., Luben, R.N., Yonova-Doing, E., Viswanathan, A.C., Yazar, S., Cree, A.J., Haines, J.L., Koh, J.Y., Souzeau, E., Wilson, J.F., Amin, N., Muller, C., Venturini, C., Kearns, L.S., Kang, J.H., Tham, Y.C., Zhou, T., Leeuwen, E.M. van, Nickels, S., Sanfilippo, P., Liao, J., Linde, H. van der, Zhao, W., Koolwijk, L.M. van, Zheng, L., Rivadeneira, F., Baskaran, M., Lee, S.J. van der, Perera, S., Jong, P.T., Oostra, B.A., Uitterlinden, A.G., Fan, Q., Hofman, A., Tai, E.S., Vingerling, J.R., Sim, X., Wolfs, R.C., Teo, Y.Y., Lemij, H.G., Khor, C.C., Willemsen, R., Lackner, K.J., Aung, T., Jansonius, N.M., Montgomery, G., Wild, P.S., Young, T.L., Burdon, K.P., Hysi, P.G., Pasquale, L.R., Wong, T.Y., Klaver, C.C.W., Hewitt, A.W., Jonas, J.B., Mitchell, P., Lotery, A.J., Foster, P.J., Vitart, V., Pfeiffer, N., Craig, J.E., Mackey, D.A., Hammond, C.J., Wiggs, J.L., Cheng, C.Y., Duijn, C.M. van, MacGregor, S., Springelkamp, H., Iglesias, A.I., Mishra, A, Hohn, R., Wojciechowski, R., Khawaja, A.P., Nag, A., Wang, Y.X., Wang, J.J., Cuellar-Partida, G., Gibson, J., Bailey, J.N., Vithana, E.N., Gharahkhani, P., Boutin, T., Ramdas, W.D., Zeller, T., Luben, R.N., Yonova-Doing, E., Viswanathan, A.C., Yazar, S., Cree, A.J., Haines, J.L., Koh, J.Y., Souzeau, E., Wilson, J.F., Amin, N., Muller, C., Venturini, C., Kearns, L.S., Kang, J.H., Tham, Y.C., Zhou, T., Leeuwen, E.M. van, Nickels, S., Sanfilippo, P., Liao, J., Linde, H. van der, Zhao, W., Koolwijk, L.M. van, Zheng, L., Rivadeneira, F., Baskaran, M., Lee, S.J. van der, Perera, S., Jong, P.T., Oostra, B.A., Uitterlinden, A.G., Fan, Q., Hofman, A., Tai, E.S., Vingerling, J.R., Sim, X., Wolfs, R.C., Teo, Y.Y., Lemij, H.G., Khor, C.C., Willemsen, R., Lackner, K.J., Aung, T., Jansonius, N.M., Montgomery, G., Wild, P.S., Young, T.L., Burdon, K.P., Hysi, P.G., Pasquale, L.R., Wong, T.Y., Klaver, C.C.W., Hewitt, A.W., Jonas, J.B., Mitchell, P., Lotery, A.J., Foster, P.J., Vitart, V., Pfeiffer, N., Craig, J.E., Mackey, D.A., Hammond, C.J., Wiggs, J.L., Cheng, C.Y., Duijn, C.M. van, and MacGregor, S.
Abstract: Item does not contain fulltext, Primary open-angle glaucoma (POAG), the most common optic neuropathy, is a heritable disease. Siblings of POAG cases have a ten-fold increased risk of developing the disease. Intraocular pressure (IOP) and optic nerve head characteristics are used clinically to predict POAG risk. We conducted a genome-wide association meta-analysis of IOP and optic disc parameters and validated our findings in multiple sets of POAG cases and controls. Using imputation to the 1000 genomes (1000G) reference set, we identified 9 new genomic regions associated with vertical cup-disc ratio (VCDR) and 1 new region associated with IOP. Additionally, we found 5 novel loci for optic nerve cup area and 6 for disc area. Previously it was assumed that genetic variation influenced POAG either through IOP or via changes to the optic nerve head; here we present evidence that some genomic regions affect both IOP and the disc parameters. We characterized the effect of the novel loci through pathway analysis and found that pathways involved are not entirely distinct as assumed so far. Further, we identified a novel association between CDKN1A and POAG. Using a zebrafish model we show that six6b (associated with POAG and optic nerve head variation) alters the expression of cdkn1a. In summary, we have identified several novel genes influencing the major clinical risk predictors of POAG and showed that genetic variation in CDKN1A is important in POAG risk.
Published: 2017

19. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics

Author: Springelkamp, H., Iglesias, A.I., Mishra, A, Hohn, R., Wojciechowski, R., Khawaja, A.P., Nag, A., Wang, Y.X., Wang, J.J., Cuellar-Partida, G., Gibson, J., Bailey, J.N., Vithana, E.N., Gharahkhani, P., Boutin, T., Ramdas, W.D., Zeller, T., Luben, R.N., Yonova-Doing, E., Viswanathan, A.C., Yazar, S., Cree, A.J., Haines, J.L., Koh, J.Y., Souzeau, E., Wilson, J.F., Amin, N., Muller, C., Venturini, C., Kearns, L.S., Kang, J.H., Tham, Y.C., Zhou, T., Leeuwen, E.M. van, Nickels, S., Sanfilippo, P., Liao, J., Linde, H. van der, Zhao, W., Koolwijk, L.M. van, Zheng, L., Rivadeneira, F., Baskaran, M., Lee, S.J. van der, Perera, S., Jong, P.T., Oostra, B.A., Uitterlinden, A.G., Fan, Q., Hofman, A., Tai, E.S., Vingerling, J.R., Sim, X., Wolfs, R.C., Teo, Y.Y., Lemij, H.G., Khor, C.C., Willemsen, R., Lackner, K.J., Aung, T., Jansonius, N.M., Montgomery, G., Wild, P.S., Young, T.L., Burdon, K.P., Hysi, P.G., Pasquale, L.R., Wong, T.Y., Klaver, C.C.W., Hewitt, A.W., Jonas, J.B., Mitchell, P., Lotery, A.J., Foster, P.J., Vitart, V., Pfeiffer, N., Craig, J.E., Mackey, D.A., Hammond, C.J., Wiggs, J.L., Cheng, C.Y., Duijn, C.M. van, MacGregor, S., Springelkamp, H., Iglesias, A.I., Mishra, A, Hohn, R., Wojciechowski, R., Khawaja, A.P., Nag, A., Wang, Y.X., Wang, J.J., Cuellar-Partida, G., Gibson, J., Bailey, J.N., Vithana, E.N., Gharahkhani, P., Boutin, T., Ramdas, W.D., Zeller, T., Luben, R.N., Yonova-Doing, E., Viswanathan, A.C., Yazar, S., Cree, A.J., Haines, J.L., Koh, J.Y., Souzeau, E., Wilson, J.F., Amin, N., Muller, C., Venturini, C., Kearns, L.S., Kang, J.H., Tham, Y.C., Zhou, T., Leeuwen, E.M. van, Nickels, S., Sanfilippo, P., Liao, J., Linde, H. van der, Zhao, W., Koolwijk, L.M. van, Zheng, L., Rivadeneira, F., Baskaran, M., Lee, S.J. van der, Perera, S., Jong, P.T., Oostra, B.A., Uitterlinden, A.G., Fan, Q., Hofman, A., Tai, E.S., Vingerling, J.R., Sim, X., Wolfs, R.C., Teo, Y.Y., Lemij, H.G., Khor, C.C., Willemsen, R., Lackner, K.J., Aung, T., Jansonius, N.M., Montgomery, G., Wild, P.S., Young, T.L., Burdon, K.P., Hysi, P.G., Pasquale, L.R., Wong, T.Y., Klaver, C.C.W., Hewitt, A.W., Jonas, J.B., Mitchell, P., Lotery, A.J., Foster, P.J., Vitart, V., Pfeiffer, N., Craig, J.E., Mackey, D.A., Hammond, C.J., Wiggs, J.L., Cheng, C.Y., Duijn, C.M. van, and MacGregor, S.
Abstract: Item does not contain fulltext, Primary open-angle glaucoma (POAG), the most common optic neuropathy, is a heritable disease. Siblings of POAG cases have a ten-fold increased risk of developing the disease. Intraocular pressure (IOP) and optic nerve head characteristics are used clinically to predict POAG risk. We conducted a genome-wide association meta-analysis of IOP and optic disc parameters and validated our findings in multiple sets of POAG cases and controls. Using imputation to the 1000 genomes (1000G) reference set, we identified 9 new genomic regions associated with vertical cup-disc ratio (VCDR) and 1 new region associated with IOP. Additionally, we found 5 novel loci for optic nerve cup area and 6 for disc area. Previously it was assumed that genetic variation influenced POAG either through IOP or via changes to the optic nerve head; here we present evidence that some genomic regions affect both IOP and the disc parameters. We characterized the effect of the novel loci through pathway analysis and found that pathways involved are not entirely distinct as assumed so far. Further, we identified a novel association between CDKN1A and POAG. Using a zebrafish model we show that six6b (associated with POAG and optic nerve head variation) alters the expression of cdkn1a. In summary, we have identified several novel genes influencing the major clinical risk predictors of POAG and showed that genetic variation in CDKN1A is important in POAG risk.
Published: 2017

20. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics

Author: Springelkamp, Henriët, Iglesias Gonzalez, Adriana, Mishra, A, Hohn, R, Wojciechowski, R, Khawaja, AP, Nag, A, Wang, YX, Wang, JJ, Cuellar-Partida, G, Gibson, J, Bailey, JNC, Vithana, EN, Gharahkhani, P, Boutin, T, Ramdas, Wishal, Zeller, T, Luben, RN, Yonova-Doing, E, Viswanathan, AC, Yazar, S, Cree, AJ, Haines, JL, Koh, JY, Souzeau, E, Wilson, JF, Amin, Najaf, Muller, C, Venturini, C, Kearns, LS, Kang, JH, Tham, YC, Zhou, T, van Leeuwen, EM, Nickels, S, Sanfilippo, P, Liao, JM, van der Linde, HC, Zhao, WT, Koolwijk, Leonieke, Zheng, L, Rivadeneira, Fernando, Baskaran, M, van der Lee, Sven, Perera, S, Jong, P, Oostra, Ben, Uitterlinden, André, Fan, Q, Hofman, Bert, Tai, ES, Vingerling, Hans, Sim, XL, Wolfs, R.C.W., Teo, YY, Lemij, HG, Khor, CC, Willemsen, Rob, Lackner, KJ, Aung, T, Jansonius, NM, Montgomery, G, Wild, PS, Young, TL, Burdon, KP, Hysi, PG, Pasquale, LR, Wong, TY, Klaver, Caroline, Hewitt, AW, Jonas, JB, Mitchell, P, Lotery, AJ, Foster, PJ, Vitart, V, Pfeiffer, N, Craig, JE, Mackey, DA, Hammond, CJ, Wiggs, JL, Cheng, CY (Ching-Yu), Duijn, Cornelia, Macgregor, S, Springelkamp, Henriët, Iglesias Gonzalez, Adriana, Mishra, A, Hohn, R, Wojciechowski, R, Khawaja, AP, Nag, A, Wang, YX, Wang, JJ, Cuellar-Partida, G, Gibson, J, Bailey, JNC, Vithana, EN, Gharahkhani, P, Boutin, T, Ramdas, Wishal, Zeller, T, Luben, RN, Yonova-Doing, E, Viswanathan, AC, Yazar, S, Cree, AJ, Haines, JL, Koh, JY, Souzeau, E, Wilson, JF, Amin, Najaf, Muller, C, Venturini, C, Kearns, LS, Kang, JH, Tham, YC, Zhou, T, van Leeuwen, EM, Nickels, S, Sanfilippo, P, Liao, JM, van der Linde, HC, Zhao, WT, Koolwijk, Leonieke, Zheng, L, Rivadeneira, Fernando, Baskaran, M, van der Lee, Sven, Perera, S, Jong, P, Oostra, Ben, Uitterlinden, André, Fan, Q, Hofman, Bert, Tai, ES, Vingerling, Hans, Sim, XL, Wolfs, R.C.W., Teo, YY, Lemij, HG, Khor, CC, Willemsen, Rob, Lackner, KJ, Aung, T, Jansonius, NM, Montgomery, G, Wild, PS, Young, TL, Burdon, KP, Hysi, PG, Pasquale, LR, Wong, TY, Klaver, Caroline, Hewitt, AW, Jonas, JB, Mitchell, P, Lotery, AJ, Foster, PJ, Vitart, V, Pfeiffer, N, Craig, JE, Mackey, DA, Hammond, CJ, Wiggs, JL, Cheng, CY (Ching-Yu), Duijn, Cornelia, and Macgregor, S
Published: 2017

21. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium

Author: Li, Q. (Qing), Wojciechowski, R. (Robert), Simpson, C.L. (Claire), Hysi, P.G. (Pirro), Verhoeven, V.J.M. (Virginie), Ikram, M.K. (Kamran), Höhn, R. (René), Vitart, V. (Veronique), Hewit, A.W. (Alex), Oexle, K. (Konrad), Makela, K.M. (Kari Matti), MacGregor, S. (Stuart), Pirastu, M. (Mario), Fan, Q. (Qiao), Cheng, C-Y. (Ching-Yu), St Pourcain, B. (Beate), Mcmahon, G. (George), Kemp, J.P. (John), Northstone, K. (Kate), Rahi, J.S. (Jugnoo), Cumberland, P. (Phillippa), Martin, N.G. (Nicholas), Sanfilippo, P.G. (Paul G.), Lu, Y. (Yi), Wang, Y. (Ying), Hayward, C. (Caroline), Polasek, O. (Ozren), Campbell, H. (Harry), Bencic, G. (Goran), Wright, A. (Alan), Wedenoja, J. (Juho), Zeller, T. (Tanja), Schillert, A. (Arne), Mirshahi, A. (Alireza), Lackner, K.J. (Karl), Yip, S.P. (Shea Ping), Yap, M.K.H. (Maurice K. H.), Ried, J.S. (Janina), Gieger, C. (Christian), Murgia, D. (Daniela), Wilson, J.F. (James F), Fleck, B.W. (Brian W.), Yazar, S. (Seyhan), Vingerling, J.R. (Hans), Hofman, A. (Albert), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Amin, N. (Najaf), Karssen, L.C. (Lennart), Oostra, B.A. (Ben), Zhou, X. (Xin), Teo, Y.Y. (Yik Ying), Tai, E.S. (Shyong), Vithana, E.N. (Eranga), Barathi, V.A. (Veluchamy), Zheng, Y. (Yingfeng), Siantar, R. (Rosalynn), Neelam, K. (Kumari), Shin, Y. (Youchan), Lam, J. (Janice), Yonova-Doing, E. (Ekaterina), Venturini, C. (Cristina), Hosseini, S.M. (S Mohsen), Wong, H.-S. (Hoi-Suen), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Raitakari, O. (Olli), Timpson, N.J. (Nicholas), Evans, D.M. (David M.), Khor, C.C., Aung, T. (Tin), Young, T.L. (Terri), Mitchell, P. (Paul), Klein, B.E.K. (Barbara), Duijn, C.M. (Cornelia) van, Meitinger, T. (Thomas), Jonas, J.B. (Jost B.), Baird, P.N. (Paul), Mackey, D.A. (David), Wong, T.Y. (Tien Yin), Saw, S-M. (Seang-Mei), Pärssinen, O. (Olavi), Stambolian, D.E. (Dwight), Hammond, C.J. (Christopher), Klaver, C.C.W. (Caroline), Williams, C. (Cathy), Paterson, A.D. (Andrew), Bailey-Wilson, J.E. (Joan E.), Guggenheim, J. (Jean), Li, Q. (Qing), Wojciechowski, R. (Robert), Simpson, C.L. (Claire), Hysi, P.G. (Pirro), Verhoeven, V.J.M. (Virginie), Ikram, M.K. (Kamran), Höhn, R. (René), Vitart, V. (Veronique), Hewit, A.W. (Alex), Oexle, K. (Konrad), Makela, K.M. (Kari Matti), MacGregor, S. (Stuart), Pirastu, M. (Mario), Fan, Q. (Qiao), Cheng, C-Y. (Ching-Yu), St Pourcain, B. (Beate), Mcmahon, G. (George), Kemp, J.P. (John), Northstone, K. (Kate), Rahi, J.S. (Jugnoo), Cumberland, P. (Phillippa), Martin, N.G. (Nicholas), Sanfilippo, P.G. (Paul G.), Lu, Y. (Yi), Wang, Y. (Ying), Hayward, C. (Caroline), Polasek, O. (Ozren), Campbell, H. (Harry), Bencic, G. (Goran), Wright, A. (Alan), Wedenoja, J. (Juho), Zeller, T. (Tanja), Schillert, A. (Arne), Mirshahi, A. (Alireza), Lackner, K.J. (Karl), Yip, S.P. (Shea Ping), Yap, M.K.H. (Maurice K. H.), Ried, J.S. (Janina), Gieger, C. (Christian), Murgia, D. (Daniela), Wilson, J.F. (James F), Fleck, B.W. (Brian W.), Yazar, S. (Seyhan), Vingerling, J.R. (Hans), Hofman, A. (Albert), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Amin, N. (Najaf), Karssen, L.C. (Lennart), Oostra, B.A. (Ben), Zhou, X. (Xin), Teo, Y.Y. (Yik Ying), Tai, E.S. (Shyong), Vithana, E.N. (Eranga), Barathi, V.A. (Veluchamy), Zheng, Y. (Yingfeng), Siantar, R. (Rosalynn), Neelam, K. (Kumari), Shin, Y. (Youchan), Lam, J. (Janice), Yonova-Doing, E. (Ekaterina), Venturini, C. (Cristina), Hosseini, S.M. (S Mohsen), Wong, H.-S. (Hoi-Suen), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Raitakari, O. (Olli), Timpson, N.J. (Nicholas), Evans, D.M. (David M.), Khor, C.C., Aung, T. (Tin), Young, T.L. (Terri), Mitchell, P. (Paul), Klein, B.E.K. (Barbara), Duijn, C.M. (Cornelia) van, Meitinger, T. (Thomas), Jonas, J.B. (Jost B.), Baird, P.N. (Paul), Mackey, D.A. (David), Wong, T.Y. (Tien Yin), Saw, S-M. (Seang-Mei), Pärssinen, O. (Olavi), Stambolian, D.E. (Dwight), Hammond, C.J. (Christopher), Klaver, C.C.W. (Caroline), Williams, C. (Cathy), Paterson, A.D. (Andrew), Bailey-Wilson, J.E. (Joan E.), and Guggenheim, J. (Jean)
Abstract: To identify genetic variants associated with refractive astigmatism in the general population, meta-analyses of genome-wide association studies were performed for: White Europeans aged at least 25 years (20 cohorts, N = 31,968); Asian subjects aged at least 25 years (7 cohorts, N = 9,295); White Europeans aged <25 years (4 cohorts, N = 5,640); and all independent individuals from the above three samples combined with a sample of Chinese subjects aged <25 years (N = 45,931). Participants were classified as cases with refractive astigmatism if the average cylinder power in their two eyes was at least 1.00 diopter and as controls otherwise. Genome-wide association analysis was carried out for each cohort separately using logistic regression. Meta-analysis was conducted using a fixed effects model. In the older European group the most strongly associated marker was downstream of the neurexin-1 (NRXN1) gene (rs1401327, P = 3.92E−8). No other region reached genome-wide significance, and association signals were lower for the younger European group and Asian group. In the meta-analysis of all cohorts, no marker reached genome-wide significance: The most strongly associated regions were, NRXN1 (rs1401327, P = 2.93E−07), TOX (rs7823467, P = 3.47E−07) and LINC00340 (rs12212674, P = 1.49E−06). For 34 markers identified in prior GWAS for spherical equivalent refractive error, the beta coefficients for genotype versus spherical
Published: 2015
Full Text: View/download PDF

22. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium

Author: Li, Q, Wojciechowski, R, Simpson, CL, Hysi, PG, Verhoeven, VJM, Ikram, MK, Hoehn, R, Vitart, V, Hewitt, AW, Oexle, K, Makela, K-M, MacGregor, S, Pirastu, M, Fan, Q, Cheng, C-Y, St Pourcain, B, McMahon, G, Kemp, JP, Northstone, K, Rahi, JS, Cumberland, PM, Martin, NG, Sanfilippo, PG, Lu, Y, Wang, YX, Hayward, C, Polasek, O, Campbell, H, Bencic, G, Wright, AF, Wedenoja, J, Zeller, T, Schillert, A, Mirshahi, A, Lackner, K, Yip, SP, Yap, MKH, Ried, JS, Gieger, C, Murgia, F, Wilson, JF, Fleck, B, Yazar, S, Vingerling, JR, Hofman, A, Uitterlinden, A, Rivadeneira, F, Amin, N, Karssen, L, Oostra, BA, Zhou, X, Teo, Y-Y, Tai, ES, Vithana, E, Barathi, V, Zheng, Y, Siantar, RG, Neelam, K, Shin, Y, Lam, J, Yonova-Doing, E, Venturini, C, Hosseini, SM, Wong, H-S, Lehtimaki, T, Kahonen, M, Raitakari, O, Timpson, NJ, Evans, DM, Khor, C-C, Aung, T, Young, TL, Mitchell, P, Klein, B, van Duijn, CM, Meitinger, T, Jonas, JB, Baird, PN, Mackey, DA, Wong, TY, Saw, S-M, Parssinen, O, Stambolian, D, Hammond, CJ, Klaver, CCW, Williams, C, Paterson, AD, Bailey-Wilson, JE, Guggenheim, JA, Li, Q, Wojciechowski, R, Simpson, CL, Hysi, PG, Verhoeven, VJM, Ikram, MK, Hoehn, R, Vitart, V, Hewitt, AW, Oexle, K, Makela, K-M, MacGregor, S, Pirastu, M, Fan, Q, Cheng, C-Y, St Pourcain, B, McMahon, G, Kemp, JP, Northstone, K, Rahi, JS, Cumberland, PM, Martin, NG, Sanfilippo, PG, Lu, Y, Wang, YX, Hayward, C, Polasek, O, Campbell, H, Bencic, G, Wright, AF, Wedenoja, J, Zeller, T, Schillert, A, Mirshahi, A, Lackner, K, Yip, SP, Yap, MKH, Ried, JS, Gieger, C, Murgia, F, Wilson, JF, Fleck, B, Yazar, S, Vingerling, JR, Hofman, A, Uitterlinden, A, Rivadeneira, F, Amin, N, Karssen, L, Oostra, BA, Zhou, X, Teo, Y-Y, Tai, ES, Vithana, E, Barathi, V, Zheng, Y, Siantar, RG, Neelam, K, Shin, Y, Lam, J, Yonova-Doing, E, Venturini, C, Hosseini, SM, Wong, H-S, Lehtimaki, T, Kahonen, M, Raitakari, O, Timpson, NJ, Evans, DM, Khor, C-C, Aung, T, Young, TL, Mitchell, P, Klein, B, van Duijn, CM, Meitinger, T, Jonas, JB, Baird, PN, Mackey, DA, Wong, TY, Saw, S-M, Parssinen, O, Stambolian, D, Hammond, CJ, Klaver, CCW, Williams, C, Paterson, AD, Bailey-Wilson, JE, and Guggenheim, JA
Abstract: To identify genetic variants associated with refractive astigmatism in the general population, meta-analyses of genome-wide association studies were performed for: White Europeans aged at least 25 years (20 cohorts, N = 31,968); Asian subjects aged at least 25 years (7 cohorts, N = 9,295); White Europeans aged <25 years (4 cohorts, N = 5,640); and all independent individuals from the above three samples combined with a sample of Chinese subjects aged <25 years (N = 45,931). Participants were classified as cases with refractive astigmatism if the average cylinder power in their two eyes was at least 1.00 diopter and as controls otherwise. Genome-wide association analysis was carried out for each cohort separately using logistic regression. Meta-analysis was conducted using a fixed effects model. In the older European group the most strongly associated marker was downstream of the neurexin-1 (NRXN1) gene (rs1401327, P = 3.92E-8). No other region reached genome-wide significance, and association signals were lower for the younger European group and Asian group. In the meta-analysis of all cohorts, no marker reached genome-wide significance: The most strongly associated regions were, NRXN1 (rs1401327, P = 2.93E-07), TOX (rs7823467, P = 3.47E-07) and LINC00340 (rs12212674, P = 1.49E-06). For 34 markers identified in prior GWAS for spherical equivalent refractive error, the beta coefficients for genotype versus spherical equivalent, and genotype versus refractive astigmatism, were highly correlated (r = -0.59, P = 2.10E-04). This work revealed no consistent or strong genetic signals for refractive astigmatism; however, the TOX gene region previously identified in GWAS for spherical equivalent refractive error was the second most strongly associated region. Analysis of additional markers provided evidence supporting widespread genetic co-susceptibility for spherical and astigmatic refractive errors.
Published: 2015

23. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium

Author: Li, Q, Wojciechowski, R, Simpson, CL, Hysi, PG, Verhoeven, Virginie, Ikram, MK, Hohn, R, Vitart, V, Hewitt, AW, Oexle, K, Makela, KM, Macgregor, S, Pirastu, M, Fan, Q, Cheng, CY (Ching-Yu), St Pourcain, B, McMahon, G, Kemp, JP, Northstone, K, Rahi, JS, Cumberland, PM, Martin, NG, Sanfilippo, PG, Lu, Y (Yi), Wang, YX, Hayward, C, Polasek, O, Campbell, H, Bencic, G, Wright, AF, Wedenoja, J, Zeller, T, Schillert, A, Mirshahi, A, Lackner, K, Yip, SP, Yap, MKH, Ried, JS, Gieger, C, Murgia, F, Wilson, JF, Fleck, B, Yazar, S, Vingerling, Hans, Hofman, Bert, Uitterlinden, André, Rivadeneira, Fernando, Amin, Najaf, Karssen, L, Oostra, Ben, Zhou, X, Teo, YY, Tai, ES, Vithana, E, Barathi, V, Zheng, YF, Siantar, RG, Neelam, K, Shin, YC, Lam, J (Jan), Yonova-Doing, E, Venturini, C, Hosseini, SM, Wong, HS, Lehtimaki, T, Kahonen, M, Raitakari, O, Timpson, NJ, Evans, DM, Khor, CC, Aung, T, Young, TL, Mitchell, P, Klein, B, Duijn, Cornelia, Meitinger, T, Jonas, JB, Baird, PN, Mackey, DA, Wong, TY, Saw, SM, Parssinen, O, Stambolian, D, Hammond, CJ, Klaver, Caroline, Williams, C, Paterson, AD, Bailey-Wilson, JE, Guggenheim, JA, Li, Q, Wojciechowski, R, Simpson, CL, Hysi, PG, Verhoeven, Virginie, Ikram, MK, Hohn, R, Vitart, V, Hewitt, AW, Oexle, K, Makela, KM, Macgregor, S, Pirastu, M, Fan, Q, Cheng, CY (Ching-Yu), St Pourcain, B, McMahon, G, Kemp, JP, Northstone, K, Rahi, JS, Cumberland, PM, Martin, NG, Sanfilippo, PG, Lu, Y (Yi), Wang, YX, Hayward, C, Polasek, O, Campbell, H, Bencic, G, Wright, AF, Wedenoja, J, Zeller, T, Schillert, A, Mirshahi, A, Lackner, K, Yip, SP, Yap, MKH, Ried, JS, Gieger, C, Murgia, F, Wilson, JF, Fleck, B, Yazar, S, Vingerling, Hans, Hofman, Bert, Uitterlinden, André, Rivadeneira, Fernando, Amin, Najaf, Karssen, L, Oostra, Ben, Zhou, X, Teo, YY, Tai, ES, Vithana, E, Barathi, V, Zheng, YF, Siantar, RG, Neelam, K, Shin, YC, Lam, J (Jan), Yonova-Doing, E, Venturini, C, Hosseini, SM, Wong, HS, Lehtimaki, T, Kahonen, M, Raitakari, O, Timpson, NJ, Evans, DM, Khor, CC, Aung, T, Young, TL, Mitchell, P, Klein, B, Duijn, Cornelia, Meitinger, T, Jonas, JB, Baird, PN, Mackey, DA, Wong, TY, Saw, SM, Parssinen, O, Stambolian, D, Hammond, CJ, Klaver, Caroline, Williams, C, Paterson, AD, Bailey-Wilson, JE, and Guggenheim, JA
Abstract: To identify genetic variants associated with refractive astigmatism in the general population, meta-analyses of genome-wide association studies were performed for: White Europeans aged at least 25 years (20 cohorts, N = 31,968); Asian subjects aged at least 25 years (7 cohorts, N = 9,295); White Europeans aged < 25 years (4 cohorts, N = 5,640); and all independent individuals from the above three samples combined with a sample of Chinese subjects aged < 25 years (N = 45,931). Participants were classified as cases with refractive astigmatism if the average cylinder power in their two eyes was at least 1.00 diopter and as controls otherwise. Genome-wide association analysis was carried out for each cohort separately using logistic regression. Meta-analysis was conducted using a fixed effects model. In the older European group the most strongly associated marker was downstream of the neurexin-1 (NRXN1) gene (rs1401327, P = 3.92E-8). No other region reached genome-wide significance, and association signals were lower for the younger European group and Asian group. In the meta-analysis of all cohorts, no marker reached genome-wide significance: The most strongly associated regions were, NRXN1 (rs1401327, P = 2.93E-07), TOX (rs7823467, P = 3.47E-07) and LINC00340 (rs12212674, P = 1.49E-06). For 34 markers identified in prior GWAS for spherical equivalent refractive error, the beta coefficients for genotype versus spherical equivalent, and genotype versus refractive astigmatism, were highly correlated (r = -0.59, P = 2.10E-04). This work revealed no consistent or strong genetic signals for refractive astigmatism; however, the TOX gene region previously identified in GWAS for spherical equivalent refractive error was the second most strongly associated region. Analysis of additional markers provided evidence supporting widespread genetic co-susceptibility for spherical and astigmatic refractive errors.
Published: 2015

24. Genome-wide meta-analyses of multiancestry cohorts identify multiple new susceptibility loci for refractive error and myopia

Author: Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Wojciechowski, R. (Robert), Fan, Q. (Qiao), Guggenheim, J. (Jean), Höhn, R. (René), MacGregor, S. (Stuart), Hewit, A.W. (Alex), Nag, A. (Abhishek), Cheng, C-Y. (Ching-Yu), Yonova-Doing, E. (Ekaterina), Zhou, X. (Xin), Ikram, M.K. (Kamran), Buitendijk, G.H.S. (Gabrielle), Mcmahon, G. (George), Kemp, J.P. (John), Pourcain, B.S. (Beate), Simpson, C.L. (Claire), Mäkelä, M.J., Lehtimäki, T. (Terho), Kähönen, M. (Mika), Paterson, A.D. (Andrew), Hosseini, M. (Mehran), Wong, H.S. (Hoi Suen), Xu, L. (Liang), Jonas, J.B., Pärssinen, O. (Olavi), Wedenoja, J. (Juho), Yip, S.P. (Shea Ping), Ho, D.W.H. (Daniel), Pang, C.P. (Chi), Chen, L.J. (Li), Burdon, K.P. (Kathryn), Craig, J.E. (Jamie), Klein, B.E.K. (Barbara), Haller, T. (Toomas), Metspalu, A. (Andres), Khor, C.C., Tai, E.S. (Shyong), Aung, T. (Tin), Vithana, E.N. (Eranga), Tay, W.-T. (Wan-Ting), Barathi, V.A. (Veluchamy), Chen, P. (Ping), Li, R. (Rui), Liao, J. (Jie), Zheng, Y. (Yuhui), Ong, R.T.H. (Rick Twee-Hee), Döring, A. (Angela), Evans, D.M. (David), Timpson, N.J. (Nicholas), Verkerk, A., Meitinger, T. (Thomas), Raitakari, O. (Olli), Hawthorne, F. (Felicia), Spector, T.D. (Timothy), Karssen, L.C. (Lennart), Pirastu, M. (Mario), Murgia, D. (Daniela), Ang, W.Q. (Wei), Mishra, A. (Aniket), Montgomery, G.W. (Grant), Pennell, C.E. (Craig), Cumberland, P. (Phillippa), Cotlarciuc, I. (Ioana), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Schache, M. (Maria), Janmahasathian, S. (Sarayut), Igo Jr., R.P. (Robert), Lass Jr., J.H. (Jonathan), Chew, E.Y. (Emily), Iyengar, S.K. (Sudha), Gorgels, T.G.M.F. (Theo), Rudan, I. (Igor), Hayward, C. (Caroline), Wright, A.F. (Alan), Polasek, O. (Ozren), Vatavuk, Z. (Zoran), Wilson, J.F. (James), Fleck, B. (Brian), Zeller, T. (Tanja), Mirshahi, A. (Alireza), Müller, C. (Christian), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Hofman, A. (Albert), Oostra, B.A. (Ben), Amin, N. (Najaf), Bergen, A.A.B. (Arthur), Teo, Y.Y. (Yik Ying), Rahi, J.S. (Jugnoo), Vitart, V. (Veronique), Williams, C. (Cathy), Baird, P.N. (Paul), Wong, T.Y. (Tien Yin), Oexle, K. (Konrad), Pfeiffer, A.F.H. (Andreas), Mackey, D.A. (David), Young, T.L. (Terri), Duijn, C.M. (Cornelia) van, Saw, S-M. (Seang-Mei), Bailey-Wilson, J.E. (Joan), Stambolian, D.E. (Dwight), Klaver, C.C.W. (Caroline), Hammond, C.J. (Christopher), Verhoeven, V.J.M. (Virginie), Hysi, P.G. (Pirro), Wojciechowski, R. (Robert), Fan, Q. (Qiao), Guggenheim, J. (Jean), Höhn, R. (René), MacGregor, S. (Stuart), Hewit, A.W. (Alex), Nag, A. (Abhishek), Cheng, C-Y. (Ching-Yu), Yonova-Doing, E. (Ekaterina), Zhou, X. (Xin), Ikram, M.K. (Kamran), Buitendijk, G.H.S. (Gabrielle), Mcmahon, G. (George), Kemp, J.P. (John), Pourcain, B.S. (Beate), Simpson, C.L. (Claire), Mäkelä, M.J., Lehtimäki, T. (Terho), Kähönen, M. (Mika), Paterson, A.D. (Andrew), Hosseini, M. (Mehran), Wong, H.S. (Hoi Suen), Xu, L. (Liang), Jonas, J.B., Pärssinen, O. (Olavi), Wedenoja, J. (Juho), Yip, S.P. (Shea Ping), Ho, D.W.H. (Daniel), Pang, C.P. (Chi), Chen, L.J. (Li), Burdon, K.P. (Kathryn), Craig, J.E. (Jamie), Klein, B.E.K. (Barbara), Haller, T. (Toomas), Metspalu, A. (Andres), Khor, C.C., Tai, E.S. (Shyong), Aung, T. (Tin), Vithana, E.N. (Eranga), Tay, W.-T. (Wan-Ting), Barathi, V.A. (Veluchamy), Chen, P. (Ping), Li, R. (Rui), Liao, J. (Jie), Zheng, Y. (Yuhui), Ong, R.T.H. (Rick Twee-Hee), Döring, A. (Angela), Evans, D.M. (David), Timpson, N.J. (Nicholas), Verkerk, A., Meitinger, T. (Thomas), Raitakari, O. (Olli), Hawthorne, F. (Felicia), Spector, T.D. (Timothy), Karssen, L.C. (Lennart), Pirastu, M. (Mario), Murgia, D. (Daniela), Ang, W.Q. (Wei), Mishra, A. (Aniket), Montgomery, G.W. (Grant), Pennell, C.E. (Craig), Cumberland, P. (Phillippa), Cotlarciuc, I. (Ioana), Mitchell, P. (Paul), Wang, J.J. (Jie Jin), Schache, M. (Maria), Janmahasathian, S. (Sarayut), Igo Jr., R.P. (Robert), Lass Jr., J.H. (Jonathan), Chew, E.Y. (Emily), Iyengar, S.K. (Sudha), Gorgels, T.G.M.F. (Theo), Rudan, I. (Igor), Hayward, C. (Caroline), Wright, A.F. (Alan), Polasek, O. (Ozren), Vatavuk, Z. (Zoran), Wilson, J.F. (James), Fleck, B. (Brian), Zeller, T. (Tanja), Mirshahi, A. (Alireza), Müller, C. (Christian), Uitterlinden, A.G. (André), Rivadeneira Ramirez, F. (Fernando), Vingerling, J.R. (Hans), Hofman, A. (Albert), Oostra, B.A. (Ben), Amin, N. (Najaf), Bergen, A.A.B. (Arthur), Teo, Y.Y. (Yik Ying), Rahi, J.S. (Jugnoo), Vitart, V. (Veronique), Williams, C. (Cathy), Baird, P.N. (Paul), Wong, T.Y. (Tien Yin), Oexle, K. (Konrad), Pfeiffer, A.F.H. (Andreas), Mackey, D.A. (David), Young, T.L. (Terri), Duijn, C.M. (Cornelia) van, Saw, S-M. (Seang-Mei), Bailey-Wilson, J.E. (Joan), Stambolian, D.E. (Dwight), Klaver, C.C.W. (Caroline), and Hammond, C.J. (Christopher)
Abstract: Refractive error is the most common eye disorder worldwide and is a prominent cause of blindness. Myopia affects over 30% of Western populations and up to 80% of Asians. The CREAM consortium conducted genome-wide meta-analyses, including 37,382 individuals from 27 studies of European ancestry and 8,376 from 5 Asian cohorts. We identified 16 new loci for refractive error in individuals of European ancestry, of which 8 were shared with Asians. Combined analysis identified 8 additional associated loci. The new loci include candidate genes with functions in neurotransmission (GRIA4), ion transport (KCNQ5), retinoic acid metabolism (RDH5), extracellular matrix remodeling (LAMA2 and BMP2) and eye development (SIX6 and PRSS56). We also confirmed previously reported associations with GJD2 and RASGRF1. Risk score analysis using associated SNPs showed a tenfold increased risk of myopia for individuals carrying the highest genetic load. Our results, based on a large meta-analysis across independent multiancestry studies, considerably advance understanding of the mechanisms involved in refractive error and myopia.
Published: 2013
Full Text: View/download PDF

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24 results on '"Yonova-Doing, E"'

1. Stroke genetics informs drug discovery and risk prediction across ancestries

2. Stroke genetics informs drug discovery and risk prediction across ancestries

3. Stroke genetics informs drug discovery and risk prediction across ancestries

4. Stroke genetics informs drug discovery and risk prediction across ancestries (vol 611, pg 115, 2022)

5. Stroke genetics informs drug discovery and risk prediction across ancestries.

6. Publisher Correction: Stroke genetics informs drug discovery and risk prediction across ancestries (Nature, (2022), 611, 7934, (115-123), 10.1038/s41586-022-05165-3)

7. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

8. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

9. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

10. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals

11. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

12. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

13. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals

14. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract

15. Common variants in SOX-2 and congenital cataract genes contribute to age-related nuclear cataract.

16. Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke

17. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics.

18. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics

19. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics

20. New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics

21. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium

22. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium

23. Genome-wide association study for refractive astigmatism reveals genetic co-determination with spherical equivalent refractive error: the CREAM consortium

24. Genome-wide meta-analyses of multiancestry cohorts identify multiple new susceptibility loci for refractive error and myopia

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