Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

JJ Lee; R Wedow; A Okbay; E Kong; O Maghzian; M Zacher; N-V Tuan Anh; P Bowers; J Sidorenko; RK Linner; MA Fontana; T Kundu; C Lee; H Li; R Li; R Royer; PN Timshel; RK Walters; EA Willoughby; L Yengo; M Alver; Y Bao; DW Clark; FR Day; NA Furlotte; PK Joshi; KE Kemper; A Kleinman; C Langenberg; R Magi; JW Trampush; SS Verma; Y Wu; Mei Lam; JH Zhao; Z Zheng; JD Boardman; H Campbell; J Freese; KM Harris; C Hayward; P Herd; M Kumari; T Lencz; JA Luan; AK Malhotra; A Metspalu; L Milani; KK Ong; JRB Perry; DJ Porteous; MD Ritchie; MC Smart; BH Smith; JY Tung; NJ Wareham; JF Wilson; JP Beauchamp; DC Conley; T Esko; SF Lehrer; PKE Magnusson; S Oskarsson; TH Pers; MR Robinson; K Thom; C Watson; CF Chabris; MN Meyer; DI Laibson; Jiaqi Yang; M Johannesson; PD Koellinger; P Turley; PM Visscher; DJ Benjamin; D Cesarini

doi:10.1038/s41588-018-0147-3

Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

JJ Lee
, R Wedow
, A Okbay
, E Kong
, O Maghzian
, M Zacher
, N-V Tuan Anh
, P Bowers
, J Sidorenko
, RK Linner
, MA Fontana
, T Kundu
, C Lee
, H Li
, R Li
, R Royer
, PN Timshel
, RK Walters
, EA Willoughby
, L Yengo

M Alver, Y Bao, DW Clark, FR Day, NA Furlotte, PK Joshi, KE Kemper, A Kleinman, C Langenberg, R Magi, JW Trampush, SS Verma, Y Wu, Mei Lam, JH Zhao, Z Zheng, JD Boardman, H Campbell, J Freese, KM Harris, C Hayward, P Herd, M Kumari, T Lencz, JA Luan, AK Malhotra, A Metspalu, L Milani, KK Ong, JRB Perry, DJ Porteous, MD Ritchie, MC Smart, BH Smith, JY Tung, NJ Wareham, JF Wilson, JP Beauchamp, DC Conley, T Esko, SF Lehrer, PKE Magnusson, S Oskarsson, TH Pers, MR Robinson, K Thom, C Watson, CF Chabris, MN Meyer, DI Laibson, Jiaqi Yang, M Johannesson, PD Koellinger, P Turley, PM Visscher, DJ Benjamin, D Cesarini

External organisation

Research output: Contribution to journal › Article › Academic › peer-review

1745 Citations (Scopus)

93 Downloads (Pure)

Original language	English
Pages (from-to)	1112-+
Journal	Nature Genetics
Volume	50
Issue number	8
DOIs	https://doi.org/10.1038/s41588-018-0147-3
Publication status	Published - 2018

Research programs

EMC MM-03-86-01

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10.1038/s41588-018-0147-3

s41588-018-0147-3.pdfFinal published version, 2.58 MBLicence: Article 25fa Dutch Copyright Act

http://hdl.handle.net/1765/109626

Cite this

Lee, JJ., Wedow, R., Okbay, A., Kong, E., Maghzian, O., Zacher, M., Tuan Anh, N.-V., Bowers, P., Sidorenko, J., Linner, RK., Fontana, MA., Kundu, T., Lee, C., Li, H., Li, R., Royer, R., Timshel, PN., Walters, RK., Willoughby, EA., ... Cesarini, D. (2018). Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals. Nature Genetics, 50(8), 1112-+. https://doi.org/10.1038/s41588-018-0147-3

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title = "Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals",

author = "JJ Lee and R Wedow and A Okbay and E Kong and O Maghzian and M Zacher and \{Tuan Anh\}, N-V and P Bowers and J Sidorenko and RK Linner and MA Fontana and T Kundu and C Lee and H Li and R Li and R Royer and PN Timshel and RK Walters and EA Willoughby and L Yengo and M Alver and Y Bao and DW Clark and FR Day and NA Furlotte and PK Joshi and KE Kemper and A Kleinman and C Langenberg and R Magi and JW Trampush and SS Verma and Y Wu and Mei Lam and JH Zhao and Z Zheng and JD Boardman and H Campbell and J Freese and KM Harris and C Hayward and P Herd and M Kumari and T Lencz and JA Luan and AK Malhotra and A Metspalu and L Milani and KK Ong and JRB Perry and DJ Porteous and MD Ritchie and MC Smart and BH Smith and JY Tung and NJ Wareham and JF Wilson and JP Beauchamp and DC Conley and T Esko and SF Lehrer and PKE Magnusson and S Oskarsson and TH Pers and MR Robinson and K Thom and C Watson and CF Chabris and MN Meyer and DI Laibson and Jiaqi Yang and M Johannesson and PD Koellinger and P Turley and PM Visscher and DJ Benjamin and D Cesarini",

year = "2018",

doi = "10.1038/s41588-018-0147-3",

language = "English",

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Lee, JJ, Wedow, R, Okbay, A, Kong, E, Maghzian, O, Zacher, M, Tuan Anh, N-V, Bowers, P, Sidorenko, J, Linner, RK, Fontana, MA, Kundu, T, Lee, C, Li, H, Li, R, Royer, R, Timshel, PN, Walters, RK, Willoughby, EA, Yengo, L, Alver, M, Bao, Y, Clark, DW, Day, FR, Furlotte, NA, Joshi, PK, Kemper, KE, Kleinman, A, Langenberg, C, Magi, R, Trampush, JW, Verma, SS, Wu, Y, Lam, M, Zhao, JH, Zheng, Z, Boardman, JD, Campbell, H, Freese, J, Harris, KM, Hayward, C, Herd, P, Kumari, M, Lencz, T, Luan, JA, Malhotra, AK, Metspalu, A, Milani, L, Ong, KK, Perry, JRB, Porteous, DJ, Ritchie, MD, Smart, MC, Smith, BH, Tung, JY, Wareham, NJ, Wilson, JF, Beauchamp, JP, Conley, DC, Esko, T, Lehrer, SF, Magnusson, PKE, Oskarsson, S, Pers, TH, Robinson, MR, Thom, K, Watson, C, Chabris, CF, Meyer, MN, Laibson, DI, Yang, J, Johannesson, M, Koellinger, PD, Turley, P, Visscher, PM, Benjamin, DJ & Cesarini, D 2018, 'Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals', Nature Genetics, vol. 50, no. 8, pp. 1112-+. https://doi.org/10.1038/s41588-018-0147-3

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T1 - Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

AU - Lee, JJ

AU - Wedow, R

AU - Okbay, A

AU - Kong, E

AU - Maghzian, O

AU - Zacher, M

AU - Tuan Anh, N-V

AU - Bowers, P

AU - Sidorenko, J

AU - Linner, RK

AU - Fontana, MA

AU - Kundu, T

AU - Lee, C

AU - Li, H

AU - Li, R

AU - Royer, R

AU - Timshel, PN

AU - Walters, RK

AU - Willoughby, EA

AU - Yengo, L

AU - Alver, M

AU - Bao, Y

AU - Clark, DW

AU - Day, FR

AU - Furlotte, NA

AU - Joshi, PK

AU - Kemper, KE

AU - Kleinman, A

AU - Langenberg, C

AU - Magi, R

AU - Trampush, JW

AU - Verma, SS

AU - Wu, Y

AU - Lam, Mei

AU - Zhao, JH

AU - Zheng, Z

AU - Boardman, JD

AU - Campbell, H

AU - Freese, J

AU - Harris, KM

AU - Hayward, C

AU - Herd, P

AU - Kumari, M

AU - Lencz, T

AU - Luan, JA

AU - Malhotra, AK

AU - Metspalu, A

AU - Milani, L

AU - Ong, KK

AU - Perry, JRB

AU - Porteous, DJ

AU - Ritchie, MD

AU - Smart, MC

AU - Smith, BH

AU - Tung, JY

AU - Wareham, NJ

AU - Wilson, JF

AU - Beauchamp, JP

AU - Conley, DC

AU - Esko, T

AU - Lehrer, SF

AU - Magnusson, PKE

AU - Oskarsson, S

AU - Pers, TH

AU - Robinson, MR

AU - Thom, K

AU - Watson, C

AU - Chabris, CF

AU - Meyer, MN

AU - Laibson, DI

AU - Yang, Jiaqi

AU - Johannesson, M

AU - Koellinger, PD

AU - Turley, P

AU - Visscher, PM

AU - Benjamin, DJ

AU - Cesarini, D

PY - 2018

Y1 - 2018

U2 - 10.1038/s41588-018-0147-3

DO - 10.1038/s41588-018-0147-3

M3 - Article

C2 - 30038396

SN - 1061-4036

VL - 50

SP - 1112-+

JO - Nature Genetics

JF - Nature Genetics

IS - 8

ER -