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214 results on '"Bharadwaj D"'

2. Design and Implementation of Phase Frequency Detectors for Low-Power PLL

Author

Aneesh Bharadwaj, D., Parashar, Vaishnavi S., Dhanush, T. N., Premananda, B. S., Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Dhawan, Amit, editor, Tripathi, Vijay Shanker, editor, Arya, Karm Veer, editor, and Naik, Kshirasagar, editor

Published
2022
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3. Power quality enhancement of grid-integrated solar photovoltaic system with unified power quality conditioner.

Author

Manohara, M., Muthukaruppasamy, S., Dharmaprakash, R., Sendilkumar, S., Bharadwaj, D. Dattatreya, and Parimalasundar, E.

Subjects
PHOTOVOLTAIC power systems, SOLAR system, REACTIVE power, RENEWABLE energy sources, ELECTRICAL energy, SOLAR technology
Abstract

Introduction. To enhance the quality of power and ensure a consistent electricity supply, this study proposes the utilization of a unified power quality conditioner (UPQC) system integrated with solar photovoltaic (PV) technology. The innovation involves single DC-link connecting back-to-back voltage-compensating components arranged in series and shunt, forming the PV-UPQC. The shunt compensator utilizes energy from a PV array to address harmonics in the load current. The objective is to mitigate voltage dips and spikes by injecting voltage that is either in phase with or out of phase with the common coupling point through a series compensator. The method combines the benefits of generating renewable energy to enhance electrical quality. The goal of the paper is the power quality enhancement of grid-integrated solar PV system. The novelty of the proposed work consists of enhancement of grid-integrated solar PV system with UPQC. The purpose of integrating a UPQC into a grid-connected solar PV system is to enhance power quality by mitigating issues such as voltage fluctuations, harmonics and reactive power imbalance. Methods. The proposed topology is implemented in MATLAB/Simulink with grid-integrated solar PV system with UPQC. Results. Integrating UPQC with a grid-connected solar PV system yields substantial improvements in power quality. This includes effectively mitigating voltage fluctuations and harmonics, resulting in smoother operation and reduced disturbances on the grid. Practical value. The proposed topology has proven to be extremely useful for grid-integrated solar PV system with UPQC applications. [ABSTRACT FROM AUTHOR]

Published
2024
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4. An Experimental Study on Strength Development in Concrete by Incorporating Rice Husk Ash as Replacement to Cement with Recycled Aggregate for Low Volume Roads

Author

Sai Bharadwaj, D., Ramesh, Adepu, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Pathak, K. K., editor, Bandara, J. M. S. J., editor, and Agrawal, Ramakant, editor

Published
2021
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8. Pneumonia Detection Using X-Rays by Deep Learning

Author

Pranay Bharadwaj D and Mrs. K. M Sai Kiruthika

Subjects
General Medicine
Abstract

Pneumonia is one of the serious diseases that is caused by a bacterial or viral infection of the lungs and has the potential to result in severe consequences within a short period. Therefore, early diagnosis is a key factor in terms of the successful treatment process. Thus, there is a need for an intelligent and automatic system that has the capability of diagnosing chest X-rays and to simplify the pneumonia detection process for experts as well as for novices. This study aims to develop a model that will help with the classification of chest x-ray medical images into normal(healthy) vs abnormal(sick).

Published
2023

15. Identification of genetic effects underlying type 2 diabetes in South Asian and European populations.

Author

Loh, M, Zhang, W, Ng, HK, Schmid, K, Lamri, A, Tong, L, Ahmad, M, Lee, J-J, Ng, MCY, Petty, LE, Spracklen, CN, Takeuchi, F, Islam, MT, Jasmine, F, Kasturiratne, A, Kibriya, M, Mohlke, KL, Paré, G, Prasad, G, Shahriar, M, Chee, ML, de Silva, HJ, Engert, JC, Gerstein, HC, Mani, KR, Sabanayagam, C, Vujkovic, M, Wickremasinghe, AR, Wong, TY, Yajnik, CS, Yusuf, S, Ahsan, H, Bharadwaj, D, Anand, SS, Below, JE, Boehnke, M, Bowden, DW, Chandak, GR, Cheng, C-Y, Kato, N, Mahajan, A, Sim, X, McCarthy, MI, Morris, AP, Kooner, JS, Saleheen, D, Chambers, JC, Loh, M, Zhang, W, Ng, HK, Schmid, K, Lamri, A, Tong, L, Ahmad, M, Lee, J-J, Ng, MCY, Petty, LE, Spracklen, CN, Takeuchi, F, Islam, MT, Jasmine, F, Kasturiratne, A, Kibriya, M, Mohlke, KL, Paré, G, Prasad, G, Shahriar, M, Chee, ML, de Silva, HJ, Engert, JC, Gerstein, HC, Mani, KR, Sabanayagam, C, Vujkovic, M, Wickremasinghe, AR, Wong, TY, Yajnik, CS, Yusuf, S, Ahsan, H, Bharadwaj, D, Anand, SS, Below, JE, Boehnke, M, Bowden, DW, Chandak, GR, Cheng, C-Y, Kato, N, Mahajan, A, Sim, X, McCarthy, MI, Morris, AP, Kooner, JS, Saleheen, D, and Chambers, JC

Abstract

South Asians are at high risk of developing type 2 diabetes (T2D). We carried out a genome-wide association meta-analysis with South Asian T2D cases (n = 16,677) and controls (n = 33,856), followed by combined analyses with Europeans (neff = 231,420). We identify 21 novel genetic loci for significant association with T2D (P = 4.7 × 10-8 to 5.2 × 10-12), to the best of our knowledge at the point of analysis. The loci are enriched for regulatory features, including DNA methylation and gene expression in relevant tissues, and highlight CHMP4B, PDHB, LRIG1 and other genes linked to adiposity and glucose metabolism. A polygenic risk score based on South Asian-derived summary statistics shows ~4-fold higher risk for T2D between the top and bottom quartile. Our results provide further insights into the genetic mechanisms underlying T2D, and highlight the opportunities for discovery from joint analysis of data from across ancestral populations.

Published
2022

16. Author Correction: Identification of genetic effects underlying type 2 diabetes in South Asian and European populations.

Author

Loh, M, Zhang, W, Ng, HK, Schmid, K, Lamri, A, Tong, L, Ahmad, M, Lee, J-J, Ng, MCY, Petty, LE, Spracklen, CN, Takeuchi, F, Islam, MT, Jasmine, F, Kasturiratne, A, Kibriya, M, Mohlke, KL, Paré, G, Prasad, G, Shahriar, M, Chee, ML, de Silva, HJ, Engert, JC, Gerstein, HC, Mani, KR, Sabanayagam, C, Vujkovic, M, Wickremasinghe, AR, Wong, TY, Yajnik, CS, Yusuf, S, Ahsan, H, Bharadwaj, D, Anand, SS, Below, JE, Boehnke, M, Bowden, DW, Chandak, GR, Cheng, C-Y, Kato, N, Mahajan, A, Sim, X, McCarthy, MI, Morris, AP, Kooner, JS, Saleheen, D, Chambers, JC, Loh, M, Zhang, W, Ng, HK, Schmid, K, Lamri, A, Tong, L, Ahmad, M, Lee, J-J, Ng, MCY, Petty, LE, Spracklen, CN, Takeuchi, F, Islam, MT, Jasmine, F, Kasturiratne, A, Kibriya, M, Mohlke, KL, Paré, G, Prasad, G, Shahriar, M, Chee, ML, de Silva, HJ, Engert, JC, Gerstein, HC, Mani, KR, Sabanayagam, C, Vujkovic, M, Wickremasinghe, AR, Wong, TY, Yajnik, CS, Yusuf, S, Ahsan, H, Bharadwaj, D, Anand, SS, Below, JE, Boehnke, M, Bowden, DW, Chandak, GR, Cheng, C-Y, Kato, N, Mahajan, A, Sim, X, McCarthy, MI, Morris, AP, Kooner, JS, Saleheen, D, and Chambers, JC

Published
2022

17. A saturated map of common genetic variants associated with human height

Author

Yengo, L, Vedantam, S, Marouli, E, Sidorenko, J, Bartell, E, Sakaue, S, Graff, M, Eliasen, AU, Jiang, Y, Raghavan, S, Miao, J, Arias, JD, Graham, SE, Mukamel, RE, Spracklen, CN, Yin, X, Chen, S-H, Ferreira, T, Highland, HH, Ji, Y, Karaderi, T, Lin, K, Lull, K, Malden, DE, Medina-Gomez, C, Machado, M, Moore, A, Rueger, S, Sim, X, Vrieze, S, Ahluwalia, TS, Akiyama, M, Allison, MA, Alvarez, M, Andersen, MK, Ani, A, Appadurai, V, Arbeeva, L, Bhaskar, S, Bielak, LF, Bollepalli, S, Bonnycastle, LL, Bork-Jensen, J, Bradfield, JP, Bradford, Y, Braund, PS, Brody, JA, Burgdorf, KS, Cade, BE, Cai, H, Cai, Q, Campbell, A, Canadas-Garre, M, Catamo, E, Chai, J-F, Chai, X, Chang, L-C, Chang, Y-C, Chen, C-H, Chesi, A, Choi, SH, Chung, R-H, Cocca, M, Concas, MP, Couture, C, Cuellar-Partida, G, Danning, R, Daw, EW, Degenhard, F, Delgado, GE, Delitala, A, Demirkan, A, Deng, X, Devineni, P, Dietl, A, Dimitriou, M, Dimitrov, L, Dorajoo, R, Ekici, AB, Engmann, JE, Fairhurst-Hunter, Z, Farmaki, A-E, Faul, JD, Fernandez-Lopez, J-C, Forer, L, Francescatto, M, Freitag-Wolf, S, Fuchsberger, C, Galesloot, TE, Gao, Y, Gao, Z, Geller, F, Giannakopoulou, O, Giulianini, F, Gjesing, AP, Goel, A, Gordon, SD, Gorski, M, Grove, J, Guo, X, Gustafsson, S, Haessler, J, Hansen, TF, Havulinna, AS, Haworth, SJ, He, J, Heard-Costa, N, Hebbar, P, Hindy, G, Ho, Y-LA, Hofer, E, Holliday, E, Horn, K, Hornsby, WE, Hottenga, J-J, Huang, H, Huang, J, Huerta-Chagoya, A, Huffman, JE, Hung, Y-J, Huo, S, Hwang, MY, Iha, H, Ikeda, DD, Isono, M, Jackson, AU, Jager, S, Jansen, IE, Johansson, I, Jonas, JB, Jonsson, A, Jorgensen, T, Kalafati, I-P, Kanai, M, Kanoni, S, Karhus, LL, Kasturiratne, A, Katsuya, T, Kawaguchi, T, Kember, RL, Kentistou, KA, Kim, H-N, Kim, YJ, Kleber, ME, Knol, MJ, Kurbasic, A, Lauzon, M, Le, P, Lea, R, Lee, J-Y, Leonard, HL, Li, SA, Li, X, Liang, J, Lin, H, Lin, S-Y, Liu, J, Liu, X, Lo, KS, Long, J, Lores-Motta, L, Luan, J, Lyssenko, V, Lyytikainen, L-P, Mahajan, A, Mamakou, V, Mangino, M, Manichaikul, A, Marten, J, Mattheisen, M, Mavarani, L, McDaid, AF, Meidtner, K, Melendez, TL, Mercader, JM, Milaneschi, Y, Miller, JE, Millwood, IY, Mishra, PP, Mitchell, RE, Mollehave, LT, Morgan, A, Mucha, S, Munz, M, Nakatochi, M, Nelson, CP, Nethander, M, Nho, CW, Nielsen, AA, Nolte, IM, Nongmaithem, SS, Noordam, R, Ntalla, I, Nutile, T, Pandit, A, Christofidou, P, Parna, K, Pauper, M, Petersen, ERB, Petersen, L, Pitkanen, N, Polasek, O, Poveda, A, Preuss, MH, Pyarajan, S, Raffield, LM, Rakugi, H, Ramirez, J, Rasheed, A, Raven, D, Rayner, NW, Riveros, C, Rohde, R, Ruggiero, D, Ruotsalainen, SE, Ryan, KA, Sabater-Lleal, M, Saxena, R, Scholz, M, Sendamarai, A, Shen, B, Shi, J, Shin, JH, Sidore, C, Sitlani, CM, Slieker, RKC, Smit, RAJ, Smith, A, Smith, JA, Smyth, LJ, Southam, LE, Steinthorsdottir, V, Sun, L, Takeuchi, F, Tallapragada, D, Taylor, KD, Tayo, BO, Tcheandjieu, C, Terzikhan, N, Tesolin, P, Teumer, A, Theusch, E, Thompson, DJ, Thorleifsson, G, Timmers, PRHJ, Trompet, S, Turman, C, Vaccargiu, S, van der Laan, SW, van der Most, PJ, van Klinken, JB, van Setten, J, Verma, SS, Verweij, N, Veturi, Y, Wang, CA, Wang, C, Wang, L, Wang, Z, Warren, HR, Wei, WB, Wickremasinghe, AR, Wielscher, M, Wiggins, KL, Winsvold, BS, Wong, A, Wu, Y, Wuttke, M, Xia, R, Xie, T, Yamamoto, K, Yang, J, Yao, J, Young, H, Yousri, NA, Yu, L, Zeng, L, Zhang, W, Zhang, X, Zhao, J-H, Zhao, W, Zhou, W, Zimmermann, ME, Zoledziewska, M, Adair, LS, Adams, HHH, Aguilar-Salinas, CA, Al-Mulla, F, Arnett, DK, Asselbergs, FW, Asvold, BO, Attia, J, Banas, B, Bandinelli, S, Bennett, DA, Bergler, T, Bharadwaj, D, Biino, G, Bisgaard, H, Boerwinkle, E, Boger, CA, Bonnelykke, K, Boomsma, D, Borglum, AD, Borja, JB, Bouchard, C, Bowden, DW, Brandslund, I, Brumpton, B, Buring, JE, Caulfield, MJ, Chambers, JC, Chandak, GR, Chanock, SJ, Chaturvedi, N, Chen, Y-DI, Chen, Z, Cheng, C-Y, Christophersen, IE, Ciullo, M, Cole, JW, Collins, FS, Cooper, RS, Cruz, M, Cucca, F, Cupples, LA, Cutler, MJ, Damrauer, SM, Dantoft, TM, de Borst, GJ, de Groot, LCPGM, De Jager, PL, de Kleijn, DP, de Silva, HJ, Dedoussis, G, den Hollander, A, Du, S, Easton, DF, Elders, PJM, Eliassen, AH, Ellinor, PT, Elmstahl, S, Erdmann, J, Evans, MK, Fatkin, D, Feenstra, B, Feitosa, MF, Ferrucci, L, Ford, I, Fornage, M, Franke, A, Franks, PW, Freedman, B, Gasparini, P, Gieger, C, Girotto, G, Goddard, ME, Golightly, YM, Gonzalez-Villalpando, C, Gordon-Larsen, P, Grallert, H, Grant, SFA, Grarup, N, Griffiths, L, Gudnason, V, Haiman, C, Hakonarson, H, Hansen, T, Hartman, CA, Hattersley, AT, Hayward, C, Heckbert, SR, Heng, C-K, Hengstenberg, C, Hewitt, AW, Hishigaki, H, Hoyng, CB, Huang, PL, Huang, W, Hunt, SC, Hveem, K, Hypponen, E, Iacono, WG, Ichihara, S, Ikram, MA, Isasi, CR, Jackson, RD, Jarvelin, M-R, Jin, Z-B, Jockel, K-H, Joshi, PK, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kang, KD, Kaprio, J, Kardia, SLR, Karpe, F, Kato, N, Kee, F, Kessler, T, Khera, A, Khor, CC, Kiemeney, LALM, Kim, B-J, Kim, EK, Kim, H-L, Kirchhof, P, Kivimaki, M, Koh, W-P, Koistinen, HA, Kolovou, GD, Kooner, JS, Kooperberg, C, Kottgen, A, Kovacs, P, Kraaijeveld, A, Kraft, P, Krauss, RM, Kumari, M, Kutalik, Z, Laakso, M, Lange, LA, Langenberg, C, Launer, LJ, Le Marchand, L, Lee, H, Lee, NR, Lehtimaki, T, Li, H, Li, L, Lieb, W, Lin, X, Lind, L, Linneberg, A, Liu, C-T, Loeffler, M, London, B, Lubitz, SA, Lye, SJ, Mackey, DA, Magi, R, Magnusson, PKE, Marcus, GM, Vidal, PM, Martin, NG, Marz, W, Matsuda, F, McGarrah, RW, McGue, M, McKnight, AJ, Medland, SE, Mellstrom, D, Metspalu, A, Mitchell, BD, Mitchell, P, Mook-Kanamori, DO, Morris, AD, Mucci, LA, Munroe, PB, Nalls, MA, Nazarian, S, Nelson, AE, Neville, MJ, Newton-Cheh, C, Nielsen, CS, Nothen, MM, Ohlsson, C, Oldehinkel, AJ, Orozco, L, Pahkala, K, Pajukanta, P, Palmer, CNA, Parra, EJ, Pattaro, C, Pedersen, O, Pennell, CE, Penninx, BWJH, Perusse, L, Peters, A, Peyser, PA, Porteous, DJ, Posthuma, D, Power, C, Pramstaller, PP, Province, MA, Qi, Q, Qu, J, Rader, DJ, Raitakari, OT, Ralhan, S, Rallidis, LS, Rao, DC, Redline, S, Reilly, DF, Reiner, AP, Rhee, SY, Ridker, PM, Rienstra, M, Ripatti, S, Ritchie, MD, Roden, DM, Rosendaal, FR, Rotter, J, Rudan, I, Rutters, F, Sabanayagam, C, Saleheen, D, Salomaa, V, Samani, NJ, Sanghera, DK, Sattar, N, Schmidt, B, Schmidt, H, Schmidt, R, Schulze, MB, Schunkert, H, Scott, LJ, Scott, RJ, Sever, P, Shiroma, EJ, Shoemaker, MB, Shu, X-O, Simonsick, EM, Sims, M, Singh, JR, Singleton, AB, Sinner, MF, Smith, JG, Snieder, H, Spector, TD, Stampfer, MJ, Stark, KJ, Strachan, DP, t' Hart, LM, Tabara, Y, Tang, H, Tardif, J-C, Thanaraj, TA, Timpson, NJ, Tonjes, A, Tremblay, A, Tuomi, T, Tuomilehto, J, Tusie-Luna, M-T, Uitterlinden, AG, van Dam, RM, van der Harst, P, Van der Velde, N, van Duijn, CM, van Schoor, NM, Vitart, V, Volker, U, Vollenweider, P, Volzke, H, Wacher-Rodarte, NH, Walker, M, Wang, YX, Wareham, NJ, Watanabe, RM, Watkins, H, Weir, DR, Werge, TM, Widen, E, Wilkens, LR, Willemsen, G, Willett, WC, Wilson, JF, Wong, T-Y, Woo, J-T, Wright, AF, Wu, J-Y, Xu, H, Yajnik, CS, Yokota, M, Yuan, J-M, Zeggini, E, Zemel, BS, Zheng, W, Zhu, X, Zmuda, JM, Zonderman, AB, Zwart, J-A, Chasman, D, Cho, YS, Heid, IM, McCarthy, M, Ng, MCY, O'Donnell, CJ, Rivadeneira, F, Thorsteinsdottir, U, Sun, Y, Tai, ES, Boehnke, M, Deloukas, P, Justice, AE, Lindgren, CM, Loos, RJF, Mohlke, KL, North, KE, Stefansson, K, Walters, RG, Winkler, TW, Young, KL, Loh, P-R, Esko, T, Assimes, TL, Auton, A, Abecasis, GR, Willer, CJ, Locke, AE, Berndt, S, Lettre, G, Frayling, TM, Okada, Y, Wood, AR, Visscher, PM, Hirschhorn, JN, Yengo, L, Vedantam, S, Marouli, E, Sidorenko, J, Bartell, E, Sakaue, S, Graff, M, Eliasen, AU, Jiang, Y, Raghavan, S, Miao, J, Arias, JD, Graham, SE, Mukamel, RE, Spracklen, CN, Yin, X, Chen, S-H, Ferreira, T, Highland, HH, Ji, Y, Karaderi, T, Lin, K, Lull, K, Malden, DE, Medina-Gomez, C, Machado, M, Moore, A, Rueger, S, Sim, X, Vrieze, S, Ahluwalia, TS, Akiyama, M, Allison, MA, Alvarez, M, Andersen, MK, Ani, A, Appadurai, V, Arbeeva, L, Bhaskar, S, Bielak, LF, Bollepalli, S, Bonnycastle, LL, Bork-Jensen, J, Bradfield, JP, Bradford, Y, Braund, PS, Brody, JA, Burgdorf, KS, Cade, BE, Cai, H, Cai, Q, Campbell, A, Canadas-Garre, M, Catamo, E, Chai, J-F, Chai, X, Chang, L-C, Chang, Y-C, Chen, C-H, Chesi, A, Choi, SH, Chung, R-H, Cocca, M, Concas, MP, Couture, C, Cuellar-Partida, G, Danning, R, Daw, EW, Degenhard, F, Delgado, GE, Delitala, A, Demirkan, A, Deng, X, Devineni, P, Dietl, A, Dimitriou, M, Dimitrov, L, Dorajoo, R, Ekici, AB, Engmann, JE, Fairhurst-Hunter, Z, Farmaki, A-E, Faul, JD, Fernandez-Lopez, J-C, Forer, L, Francescatto, M, Freitag-Wolf, S, Fuchsberger, C, Galesloot, TE, Gao, Y, Gao, Z, Geller, F, Giannakopoulou, O, Giulianini, F, Gjesing, AP, Goel, A, Gordon, SD, Gorski, M, Grove, J, Guo, X, Gustafsson, S, Haessler, J, Hansen, TF, Havulinna, AS, Haworth, SJ, He, J, Heard-Costa, N, Hebbar, P, Hindy, G, Ho, Y-LA, Hofer, E, Holliday, E, Horn, K, Hornsby, WE, Hottenga, J-J, Huang, H, Huang, J, Huerta-Chagoya, A, Huffman, JE, Hung, Y-J, Huo, S, Hwang, MY, Iha, H, Ikeda, DD, Isono, M, Jackson, AU, Jager, S, Jansen, IE, Johansson, I, Jonas, JB, Jonsson, A, Jorgensen, T, Kalafati, I-P, Kanai, M, Kanoni, S, Karhus, LL, Kasturiratne, A, Katsuya, T, Kawaguchi, T, Kember, RL, Kentistou, KA, Kim, H-N, Kim, YJ, Kleber, ME, Knol, MJ, Kurbasic, A, Lauzon, M, Le, P, Lea, R, Lee, J-Y, Leonard, HL, Li, SA, Li, X, Liang, J, Lin, H, Lin, S-Y, Liu, J, Liu, X, Lo, KS, Long, J, Lores-Motta, L, Luan, J, Lyssenko, V, Lyytikainen, L-P, Mahajan, A, Mamakou, V, Mangino, M, Manichaikul, A, Marten, J, Mattheisen, M, Mavarani, L, McDaid, AF, Meidtner, K, Melendez, TL, Mercader, JM, Milaneschi, Y, Miller, JE, Millwood, IY, Mishra, PP, Mitchell, RE, Mollehave, LT, Morgan, A, Mucha, S, Munz, M, Nakatochi, M, Nelson, CP, Nethander, M, Nho, CW, Nielsen, AA, Nolte, IM, Nongmaithem, SS, Noordam, R, Ntalla, I, Nutile, T, Pandit, A, Christofidou, P, Parna, K, Pauper, M, Petersen, ERB, Petersen, L, Pitkanen, N, Polasek, O, Poveda, A, Preuss, MH, Pyarajan, S, Raffield, LM, Rakugi, H, Ramirez, J, Rasheed, A, Raven, D, Rayner, NW, Riveros, C, Rohde, R, Ruggiero, D, Ruotsalainen, SE, Ryan, KA, Sabater-Lleal, M, Saxena, R, Scholz, M, Sendamarai, A, Shen, B, Shi, J, Shin, JH, Sidore, C, Sitlani, CM, Slieker, RKC, Smit, RAJ, Smith, A, Smith, JA, Smyth, LJ, Southam, LE, Steinthorsdottir, V, Sun, L, Takeuchi, F, Tallapragada, D, Taylor, KD, Tayo, BO, Tcheandjieu, C, Terzikhan, N, Tesolin, P, Teumer, A, Theusch, E, Thompson, DJ, Thorleifsson, G, Timmers, PRHJ, Trompet, S, Turman, C, Vaccargiu, S, van der Laan, SW, van der Most, PJ, van Klinken, JB, van Setten, J, Verma, SS, Verweij, N, Veturi, Y, Wang, CA, Wang, C, Wang, L, Wang, Z, Warren, HR, Wei, WB, Wickremasinghe, AR, Wielscher, M, Wiggins, KL, Winsvold, BS, Wong, A, Wu, Y, Wuttke, M, Xia, R, Xie, T, Yamamoto, K, Yang, J, Yao, J, Young, H, Yousri, NA, Yu, L, Zeng, L, Zhang, W, Zhang, X, Zhao, J-H, Zhao, W, Zhou, W, Zimmermann, ME, Zoledziewska, M, Adair, LS, Adams, HHH, Aguilar-Salinas, CA, Al-Mulla, F, Arnett, DK, Asselbergs, FW, Asvold, BO, Attia, J, Banas, B, Bandinelli, S, Bennett, DA, Bergler, T, Bharadwaj, D, Biino, G, Bisgaard, H, Boerwinkle, E, Boger, CA, Bonnelykke, K, Boomsma, D, Borglum, AD, Borja, JB, Bouchard, C, Bowden, DW, Brandslund, I, Brumpton, B, Buring, JE, Caulfield, MJ, Chambers, JC, Chandak, GR, Chanock, SJ, Chaturvedi, N, Chen, Y-DI, Chen, Z, Cheng, C-Y, Christophersen, IE, Ciullo, M, Cole, JW, Collins, FS, Cooper, RS, Cruz, M, Cucca, F, Cupples, LA, Cutler, MJ, Damrauer, SM, Dantoft, TM, de Borst, GJ, de Groot, LCPGM, De Jager, PL, de Kleijn, DP, de Silva, HJ, Dedoussis, G, den Hollander, A, Du, S, Easton, DF, Elders, PJM, Eliassen, AH, Ellinor, PT, Elmstahl, S, Erdmann, J, Evans, MK, Fatkin, D, Feenstra, B, Feitosa, MF, Ferrucci, L, Ford, I, Fornage, M, Franke, A, Franks, PW, Freedman, B, Gasparini, P, Gieger, C, Girotto, G, Goddard, ME, Golightly, YM, Gonzalez-Villalpando, C, Gordon-Larsen, P, Grallert, H, Grant, SFA, Grarup, N, Griffiths, L, Gudnason, V, Haiman, C, Hakonarson, H, Hansen, T, Hartman, CA, Hattersley, AT, Hayward, C, Heckbert, SR, Heng, C-K, Hengstenberg, C, Hewitt, AW, Hishigaki, H, Hoyng, CB, Huang, PL, Huang, W, Hunt, SC, Hveem, K, Hypponen, E, Iacono, WG, Ichihara, S, Ikram, MA, Isasi, CR, Jackson, RD, Jarvelin, M-R, Jin, Z-B, Jockel, K-H, Joshi, PK, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kang, KD, Kaprio, J, Kardia, SLR, Karpe, F, Kato, N, Kee, F, Kessler, T, Khera, A, Khor, CC, Kiemeney, LALM, Kim, B-J, Kim, EK, Kim, H-L, Kirchhof, P, Kivimaki, M, Koh, W-P, Koistinen, HA, Kolovou, GD, Kooner, JS, Kooperberg, C, Kottgen, A, Kovacs, P, Kraaijeveld, A, Kraft, P, Krauss, RM, Kumari, M, Kutalik, Z, Laakso, M, Lange, LA, Langenberg, C, Launer, LJ, Le Marchand, L, Lee, H, Lee, NR, Lehtimaki, T, Li, H, Li, L, Lieb, W, Lin, X, Lind, L, Linneberg, A, Liu, C-T, Loeffler, M, London, B, Lubitz, SA, Lye, SJ, Mackey, DA, Magi, R, Magnusson, PKE, Marcus, GM, Vidal, PM, Martin, NG, Marz, W, Matsuda, F, McGarrah, RW, McGue, M, McKnight, AJ, Medland, SE, Mellstrom, D, Metspalu, A, Mitchell, BD, Mitchell, P, Mook-Kanamori, DO, Morris, AD, Mucci, LA, Munroe, PB, Nalls, MA, Nazarian, S, Nelson, AE, Neville, MJ, Newton-Cheh, C, Nielsen, CS, Nothen, MM, Ohlsson, C, Oldehinkel, AJ, Orozco, L, Pahkala, K, Pajukanta, P, Palmer, CNA, Parra, EJ, Pattaro, C, Pedersen, O, Pennell, CE, Penninx, BWJH, Perusse, L, Peters, A, Peyser, PA, Porteous, DJ, Posthuma, D, Power, C, Pramstaller, PP, Province, MA, Qi, Q, Qu, J, Rader, DJ, Raitakari, OT, Ralhan, S, Rallidis, LS, Rao, DC, Redline, S, Reilly, DF, Reiner, AP, Rhee, SY, Ridker, PM, Rienstra, M, Ripatti, S, Ritchie, MD, Roden, DM, Rosendaal, FR, Rotter, J, Rudan, I, Rutters, F, Sabanayagam, C, Saleheen, D, Salomaa, V, Samani, NJ, Sanghera, DK, Sattar, N, Schmidt, B, Schmidt, H, Schmidt, R, Schulze, MB, Schunkert, H, Scott, LJ, Scott, RJ, Sever, P, Shiroma, EJ, Shoemaker, MB, Shu, X-O, Simonsick, EM, Sims, M, Singh, JR, Singleton, AB, Sinner, MF, Smith, JG, Snieder, H, Spector, TD, Stampfer, MJ, Stark, KJ, Strachan, DP, t' Hart, LM, Tabara, Y, Tang, H, Tardif, J-C, Thanaraj, TA, Timpson, NJ, Tonjes, A, Tremblay, A, Tuomi, T, Tuomilehto, J, Tusie-Luna, M-T, Uitterlinden, AG, van Dam, RM, van der Harst, P, Van der Velde, N, van Duijn, CM, van Schoor, NM, Vitart, V, Volker, U, Vollenweider, P, Volzke, H, Wacher-Rodarte, NH, Walker, M, Wang, YX, Wareham, NJ, Watanabe, RM, Watkins, H, Weir, DR, Werge, TM, Widen, E, Wilkens, LR, Willemsen, G, Willett, WC, Wilson, JF, Wong, T-Y, Woo, J-T, Wright, AF, Wu, J-Y, Xu, H, Yajnik, CS, Yokota, M, Yuan, J-M, Zeggini, E, Zemel, BS, Zheng, W, Zhu, X, Zmuda, JM, Zonderman, AB, Zwart, J-A, Chasman, D, Cho, YS, Heid, IM, McCarthy, M, Ng, MCY, O'Donnell, CJ, Rivadeneira, F, Thorsteinsdottir, U, Sun, Y, Tai, ES, Boehnke, M, Deloukas, P, Justice, AE, Lindgren, CM, Loos, RJF, Mohlke, KL, North, KE, Stefansson, K, Walters, RG, Winkler, TW, Young, KL, Loh, P-R, Esko, T, Assimes, TL, Auton, A, Abecasis, GR, Willer, CJ, Locke, AE, Berndt, S, Lettre, G, Frayling, TM, Okada, Y, Wood, AR, Visscher, PM, and Hirschhorn, JN

Abstract

Common single-nucleotide polymorphisms (SNPs) are predicted to collectively explain 40-50% of phenotypic variation in human height, but identifying the specific variants and associated regions requires huge sample sizes1. Here, using data from a genome-wide association study of 5.4 million individuals of diverse ancestries, we show that 12,111 independent SNPs that are significantly associated with height account for nearly all of the common SNP-based heritability. These SNPs are clustered within 7,209 non-overlapping genomic segments with a mean size of around 90 kb, covering about 21% of the genome. The density of independent associations varies across the genome and the regions of increased density are enriched for biologically relevant genes. In out-of-sample estimation and prediction, the 12,111 SNPs (or all SNPs in the HapMap 3 panel2) account for 40% (45%) of phenotypic variance in populations of European ancestry but only around 10-20% (14-24%) in populations of other ancestries. Effect sizes, associated regions and gene prioritization are similar across ancestries, indicating that reduced prediction accuracy is likely to be explained by linkage disequilibrium and differences in allele frequency within associated regions. Finally, we show that the relevant biological pathways are detectable with smaller sample sizes than are needed to implicate causal genes and variants. Overall, this study provides a comprehensive map of specific genomic regions that contain the vast majority of common height-associated variants. Although this map is saturated for populations of European ancestry, further research is needed to achieve equivalent saturation in other ancestries.

Published
2022

18. Kerala Bird Atlas 2015–20: features, outcomes and implications of a citizen-science project

Author

Praveen, J., primary, Nameer, P. O., additional, Jha, Ashish, additional, Aravind, Anish, additional, Dilip, K. G., additional, Karuthedathu, Dipu, additional, Tom, George, additional, Mavelikara, Hari, additional, Mannar, Harikumar, additional, Palot, Jafer, additional, Johnson, Jaichand, additional, Jishnu, R., additional, Rodrigues, K. Maxim, additional, Mujeeb, P. M., additional, Namassivayan, L., additional, Payyeri, Naveelal, additional, Nesrudheen, P. P., additional, Narayanan, S. Prasanth, additional, Prasanth, S. S., additional, Krishna, M. C. Prashantha, additional, Praveen, E. S., additional, Velayudhan, Praveen, additional, Reghuvaran, Premchand, additional, Kidoor, Raju, additional, Rathish, R. L., additional, Roshnath, R., additional, Sashikumar, C., additional, Meppayur, Satyan, additional, Sivakumar, A. K., additional, Sreedevi, A. K., additional, Sreekumar, B., additional, Sreekumar, E. R., additional, Sumesh, P. B., additional, Venugopal, R., additional, Venugopal, Vinod, additional, Vishnudas, C. K., additional, Kartha, Vishnupriyan, additional, Puliyeri, Vivek, additional, Quader, Suhel, additional, Reddy, Abinand, additional, Puthiyeri, Abdul Raheem, additional, Riyas, K. Abdul, additional, Abhijith, R. S., additional, Surendran, Abhijith, additional, Sunil, Abhin M., additional, Chandran, Abhinand, additional, Abhirami, C., additional, Jayakumar, Abhirami M., additional, Peter, Abhishek Sebastian, additional, Muhammed, N. V. Afreed, additional, Katakath, Afthab Faisal, additional, Ajai, P., additional, Raju, Aju K., additional, Akhil, P. M., additional, Akhil, U. S., additional, Amal, U. S., additional, Menon, Anamika, additional, Ansari, Anas Ibinu, additional, Aneesh, K. S., additional, Aneesh, S., additional, Hari, C. Anjana, additional, Anjitha, R., additional, Raj, P. N. Anoop, additional, John, Anu, additional, Varma, Anuradha, additional, Anushreedha, S. S., additional, Aravind, C. K., additional, Ramachandran, Arjun, additional, Arun, B., additional, George, Arun, additional, Gopi, Arun P., additional, Varghese, Arun, additional, Vinod, Arya, additional, Shaji, Ashley, additional, Raj, V. M. Ashok, additional, Viswanathan, Ashwin, additional, Mohammed, Aslam, additional, Aswin, A., additional, Aswin, K. S., additional, Ali, A. Azhar, additional, Balaji, P. B., additional, Paul, M. Bibin, additional, Shree, J. Chaithra, additional, Venkatraman, Chandrasekaran, additional, Charutha, K., additional, Jose, Clareena T., additional, Jose, Clince P., additional, Singh, Dalip, additional, Sanghamithra, Devika, additional, Sikarwar, Digvijay Singh, additional, Murukesh, Divin, additional, Divin, V., additional, Arief, Fauzia, additional, Mandal, Jaydev, additional, Sarlin, P. J., additional, Nafar, A. Adil, additional, Bachan, K. H. Amitha, additional, Rejitha, V., additional, Dev, R. S. Vishnu, additional, Rowther, B. Elias, additional, Raja, Firosh, additional, Iyer, Geetha, additional, George, Ginu, additional, Gireesan, T. U., additional, Mohan, P. K. Girish, additional, Dsouza, Glen Preetesh, additional, Govind, G., additional, Greeshma, P., additional, Prasad, P. M. Hari, additional, Hariharan, T. V., additional, Harith, A., additional, Harith, C., additional, Hemanth, B., additional, Mohamed, Ijaas, additional, David, J. Patrick, additional, Jain, P. K., additional, Jameela, P., additional, Jayakrishnan, G., additional, Jishnu, K., additional, Jismi, M. O., additional, Johnson, Jithin, additional, Soniya, C. Joel, additional, Babu, Jose Rani, additional, Roy, Joseph, additional, Nelson, Jyothish, additional, Krishnan, M. Jyothi, additional, Bhandary, K. Pranav, additional, Jamaludheen, K. M., additional, Ravi, Kavingal, additional, Thrikkadeeri, Karthik, additional, Nair, Kausthubh K., additional, Kiran, B. S., additional, Kumar, Kiran S., additional, Raj, D. Kishore, additional, Panaganti, Kishore Kumar, additional, Moorthy, M. Krishna, additional, Murthy, R. Krishna, additional, Krishnanunni, M. R., additional, Prabhakaran, Latha, additional, Lathika, K. K., additional, Abraham, Libin, additional, Narayanan, G. Hari, additional, Panigrahi, Madhumita, additional, Manav, S., additional, Karingamadathil, Manoj, additional, Manoj, T. R., additional, Thomas, Manu, additional, Manuel, P. P., additional, Varghese, Mebin George, additional, Chandran, P. Megha, additional, Sulaiman, M. Mohammad, additional, Madathil, Mohammed Ashif, additional, Hirash, V. K. Mohammed, additional, Ramees, K. Mohammed, additional, Thirunnavaya, M. Sadique, additional, Niyas, A. P. Muhammed, additional, Muhasin, C. T., additional, Kizhakkemadham, Mukundan, additional, Azeez, Naseerudheen Abdul, additional, Nikhil, P. V., additional, Niranjana, C., additional, Mundekad, Nisha, additional, Mohan, Nithin, additional, Pavithra, A., additional, Viswanathan, Poornima, additional, Pramod, P., additional, Prakash, G., additional, Prasath, S., additional, Prakash, Prasoon, additional, Preethi, N., additional, Rajeevan, Rahul, additional, Rajaguru, M., additional, Rajarajan, V., additional, Sankaran, Raju, additional, Ratheesh, K., additional, Crasta, Rayan Pradeep, additional, Mohan, Remya, additional, Renju, Anon, additional, Koshy, Robin C., additional, Rai, Rohan, additional, Tom, Roshin, additional, Chandran, Sachin, additional, Sachinkrishna, M. V., additional, Ali, M. V. Saeed Anvar, additional, Siril, Sajitha, additional, Bharadwaj, D. D. Samarth, additional, George, Samuel, additional, Morris, Sancia, additional, Augustine, Sandeep, additional, Das, Sandeep K., additional, Morris, Sandie, additional, Sandra, P. R., additional, Sanuraj, T. K., additional, Sawant, Saurabh, additional, Morris, Savio, additional, Selvaganesh, K., additional, Shahil, K., additional, Shahina, N. N., additional, Valasy, Shahul, additional, Siji, P. K., additional, Joseph, Siju, additional, Sivashankar, R., additional, Karim, Siyad A., additional, Mohan, Sreehari K., additional, Pillai, Sreehari M., additional, Sowmiya, M. Sri, additional, Srinila, K. T., additional, Subin, K. S., additional, Sujith, V. G., additional, Sukumaran, Suryamol, additional, Syamili, M. S., additional, Menon, Tarun, additional, Praveen, Tejas, additional, Thilak, S. A., additional, Antony, Tony, additional, Ullas, U. R, additional, Sivaji, Vinod Ooralath, additional, Narayanan, Vishnu, additional, Sreejith, M. Vishnu, additional, Chandran, A. Vivek, additional, Sudhakaran, Vivek, additional, Vridhi, R., additional, Humam, Wahiba Irshad, additional, Uchummal, Yadukrishna J., additional, and Yathumon, M. A., additional

Published
2022
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24. The power of genetic diversity in genome-wide association studies of lipids

Author

Graham, S. E. (Sarah E.), Clarke, S. L. (Shoa L.), Wu, K. H. (Kuan-Han H.), Kanoni, S. (Stavroula), Zajac, G. J. (Greg J. M.), Ramdas, S. (Shweta), Surakka, I. (Ida), Ntalla, I. (Ioanna), Vedantam, S. (Sailaja), Winkler, T. W. (Thomas W.), Locke, A. E. (Adam E.), Marouli, E. (Eirini), Hwang, M. Y. (Mi Yeong), Han, S. (Sohee), Narita, A. (Akira), Choudhury, A. (Ananyo), Bentley, A. R. (Amy R.), Ekoru, K. (Kenneth), Verma, A. (Anurag), Trivedi, B. (Bhavi), Martin, H. C. (Hilary C.), Hunt, K. A. (Karen A.), Hui, Q. (Qin), Klarin, D. (Derek), Zhu, X. (Xiang), Thorleifsson, G. (Gudmar), Helgadottir, A. (Anna), Gudbjartsson, D. F. (Daniel F.), Holm, H. (Hilma), Olafsson, I. (Isleifur), Akiyama, M. (Masato), Sakaue, S. (Saori), Terao, C. (Chikashi), Kanai, M. (Masahiro), Zhou, W. (Wei), Brumpton, B. M. (Ben M.), Rasheed, H. (Humaira), Ruotsalainen, S. E. (Sanni E.), Havulinna, A. S. (Aki S.), Veturi, Y. (Yogasudha), Feng, Q. (QiPing), Rosenthal, E. A. (Elisabeth A.), Lingren, T. (Todd), Pacheco, J. A. (Jennifer Allen), Pendergrass, S. A. (Sarah A.), Haessler, J. (Jeffrey), Giulianini, F. (Franco), Bradford, Y. (Yuki), Miller, J. E. (Jason E.), Campbell, A. (Archie), Lin, K. (Kuang), Millwood, I. Y. (Iona Y.), Hindy, G. (George), Rasheed, A. (Asif), Faul, J. D. (Jessica D.), Zhao, W. (Wei), Weir, D. R. (David R.), Turman, C. (Constance), Huang, H. (Hongyan), Graff, M. (Mariaelisa), Mahajan, A. (Anubha), Brown, M. R. (Michael R.), Zhang, W. (Weihua), Yu, K. (Ketian), Schmidt, E. M. (Ellen M.), Pandit, A. (Anita), Gustafsson, S. (Stefan), Yin, X. (Xianyong), Luan, J. (Jian'an), Zhao, J.-H. (Jing-Hua), Matsuda, F. (Fumihiko), Jang, H.-M. (Hye-Mi), Yoon, K. (Kyungheon), Medina-Gomez, C. (Carolina), Pitsillides, A. (Achilleas), Hottenga, J. J. (Jouke Jan), Willemsen, G. (Gonneke), Wood, A. R. (Andrew R.), Ji, Y. (Yingji), Gao, Z. (Zishan), Haworth, S. (Simon), Mitchell, R. E. (Ruth E.), Chai, J. F. (Jin Fang), Aadahl, M. (Mette), Yao, J. (Jie), Manichaikul, A. (Ani), Warren, H. R. (Helen R.), Ramirez, J. (Julia), Bork-Jensen, J. (Jette), Karhus, L. L. (Line L.), Goel, A. (Anuj), Sabater-Lleal, M. (Maria), Noordam, R. (Raymond), Sidore, C. (Carlo), Fiorillo, E. (Edoardo), McDaid, A. F. (Aaron F.), Marques-Vidal, P. (Pedro), Wielscher, M. (Matthias), Trompet, S. (Stella), Sattar, N. (Naveed), Mollehave, L. T. (Line T.), Thuesen, B. H. (Betina H.), Munz, M. (Matthias), Zeng, L. (Lingyao), Huang, J. (Jianfeng), Yang, B. (Bin), Poveda, A. (Alaitz), Kurbasic, A. (Azra), Lamina, C. (Claudia), Forer, L. (Lukas), Scholz, M. (Markus), Galesloot, T. E. (Tessel E.), Bradfield, J. P. (Jonathan P.), Daw, E. W. (E. Warwick), Zmuda, J. M. (Joseph M.), Mitchell, J. S. (Jonathan S.), Fuchsberger, C. (Christian), Christensen, H. (Henry), Brody, J. A. (Jennifer A.), Feitosa, M. F. (Mary F.), Wojczynski, M. K. (Mary K.), Preuss, M. (Michael), Mangino, M. (Massimo), Christofidou, P. (Paraskevi), Verweij, N. (Niek), Benjamins, J. W. (Jan W.), Engmann, J. (Jorgen), Kember, R. L. (Rachel L.), Slieker, R. C. (Roderick C.), Lo, K. S. (Ken Sin), Zilhao, N. R. (Nuno R.), Kleber, M. E. (Marcus E.), Delgado, G. E. (Graciela E.), Huo, S. (Shaofeng), Ikeda, D. D. (Daisuke D.), Iha, H. (Hiroyuki), Yang, J. (Jian), Liu, J. (Jun), Leonard, H. L. (Hampton L.), Marten, J. (Jonathan), Schmidt, B. (Borge), Arendt, M. (Marina), Smyth, L. J. (Laura J.), Canadas-Garre, M. (Marisa), Wang, C. (Chaolong), Nakatochi, M. (Masahiro), Wong, A. (Andrew), Hutri-Kahonen, N. (Nina), Sim, X. (Xueling), Xia, R. (Rui), Huerta-Chagoya, A. (Alicia), Fernandez-Lopez, J. C. (Juan Carlos), Lyssenko, V. (Valeriya), Ahmed, M. (Meraj), Jackson, A. U. (Anne U.), Irvin, M. R. (Marguerite R.), Oldmeadow, C. (Christopher), Kim, H.-N. (Han-Na), Ryu, S. (Seungho), Timmers, P. R. (Paul R. H. J.), Arbeeva, L. (Liubov), Dorajoo, R. (Rajkumar), Lange, L. A. (Leslie A.), Chai, X. (Xiaoran), Prasad, G. (Gauri), Lores-Motta, L. (Laura), Pauper, M. (Marc), Long, J. (Jirong), Li, X. (Xiaohui), Theusch, E. (Elizabeth), Takeuchi, F. (Fumihiko), Spracklen, C. N. (Cassandra N.), Loukola, A. (Anu), Bollepalli, S. (Sailalitha), Warner, S. C. (Sophie C.), Wang, Y. X. (Ya Xing), Wei, W. B. (Wen B.), Nutile, T. (Teresa), Ruggiero, D. (Daniela), Sung, Y. J. (Yun Ju), Hung, Y.-J. (Yi-Jen), Chen, S. (Shufeng), Liu, F. (Fangchao), Yang, J. (Jingyun), Kentistou, K. A. (Katherine A.), Gorski, M. (Mathias), Brumat, M. (Marco), Meidtner, K. (Karina), Bielak, L. F. (Lawrence F.), Smith, J. A. (Jennifer A.), Hebbar, P. (Prashantha), Farmaki, A.-E. (Aliki-Eleni), Hofer, E. (Edith), Lin, M. (Maoxuan), Xue, C. (Chao), Zhang, J. (Jifeng), Concas, M. P. (Maria Pina), Vaccargiu, S. (Simona), van der Most, P. J. (Peter J.), Pitkanen, N. (Niina), Cade, B. E. (Brian E.), Lee, J. (Jiwon), van Der Laan, S. W. (Sander W.), Chitrala, K. N. (Kumaraswamy Naidu), Weiss, S. (Stefan), Zimmermann, M. E. (Martina E.), Lee, J. Y. (Jong Young), Choi, H. S. (Hyeok Sun), Nethander, M. (Maria), Freitag-Wolf, S. (Sandra), Southam, L. (Lorraine), Rayner, N. W. (Nigel W.), Wang, C. A. (Carol A.), Lin, S.-Y. (Shih-Yi), Wang, J.-S. (Jun-Sing), Couture, C. (Christian), Lyytikainen, L.-P. (Leo-Pekka), Nikus, K. (Kjell), Cuellar-Partida, G. (Gabriel), Vestergaard, H. (Henrik), Hildalgo, B. (Bertha), Giannakopoulou, O. (Olga), Cai, Q. (Qiuyin), Obura, M. O. (Morgan O.), van Setten, J. (Jessica), Li, X. (Xiaoyin), Schwander, K. (Karen), Terzikhan, N. (Natalie), Shin, J. H. (Jae Hun), Jackson, R. D. (Rebecca D.), Reiner, A. P. (Alexander P.), Martin, L. W. (Lisa Warsinger), Chen, Z. (Zhengming), Li, L. (Liming), Highland, H. M. (Heather M.), Young, K. L. (Kristin L.), Kawaguchi, T. (Takahisa), Thiery, J. (Joachim), Bis, J. C. (Joshua C.), Nadkarni, G. N. (Girish N.), Launer, L. J. (Lenore J.), Li, H. (Huaixing), Nalls, M. A. (Mike A.), Raitakari, O. T. (Olli T.), Ichihara, S. (Sahoko), Wild, S. H. (Sarah H.), Nelson, C. P. (Christopher P.), Campbell, H. (Harry), Jager, S. (Susanne), Nabika, T. (Toru), Al-Mulla, F. (Fahd), Niinikoski, H. (Harri), Braund, P. S. (Peter S.), Kolcic, I. (Ivana), Kovacs, P. (Peter), Giardoglou, T. (Tota), Katsuya, T. (Tomohiro), Bhatti, F. (Fatima), de Kleijn, D. (Dominique), de Borst, G. J. (Gert J.), Kim, E. K. (Eung Kweon), Adams, H. H. (Hieab H. H.), Ikram, M. A. (M. Arfan), Zhu, X. (Xiaofeng), Asselbergs, F. W. (Folkert W.), Kraaijeveld, A. O. (Adriaan O.), Beulens, J. W. (Joline W. J.), Shu, X.-O. (Xiao-Ou), Rallidis, L. S. (Loukianos S.), Pedersen, O. (Oluf), Hansen, T. (Torben), Mitchell, P. (Paul), Hewitt, A. W. (Alex W.), Kahonen, M. (Mika), Perusse, L. (Louis), Bouchard, C. (Claude), Tonjes, A. (Anke), Chen, Y. I. (Yii-Der Ida), Pennell, C. E. (Craig E.), Mori, T. A. (Trevor A.), Lieb, W. (Wolfgang), Franke, A. (Andre), Ohlsson, C. (Claes), Mellstrom, D. (Dan), Cho, Y. S. (Yoon Shin), Lee, H. (Hyejin), Yuan, J.-M. (Jian-Min), Koh, W.-P. (Woon-Puay), Rhee, S. Y. (Sang Youl), Woo, J.-T. (Jeong-Taek), Heid, I. M. (Iris M.), Stark, K. J. (Klaus J.), Volzke, H. (Henry), Homuth, G. (Georg), Evans, M. K. (Michele K.), Zonderman, A. B. (Alan B.), Polasek, O. (Ozren), Pasterkamp, G. (Gerard), Hoefer, I. E. (Imo E.), Redline, S. (Susan), Pahkala, K. (Katja), Oldehinkel, A. J. (Albertine J.), Snieder, H. (Harold), Biino, G. (Ginevra), Schmidt, R. (Reinhold), Schmidt, H. (Helena), Chen, Y. E. (Y. Eugene), Bandinelli, S. (Stefania), Dedoussis, G. (George), Thanaraj, T. A. (Thangavel Alphonse), Kardia, S. L. (Sharon L. R.), Kato, N. (Norihiro), Schulze, M. B. (Matthias B.), Girotto, G. (Giorgia), Jung, B. (Bettina), Boger, C. A. (Carsten A.), Joshi, P. K. (Peter K.), Bennett, D. A. (David A.), De Jager, P. L. (Philip L.), Lu, X. (Xiangfeng), Mamakou, V. (Vasiliki), Brown, M. (Morris), Caulfield, M. J. (Mark J.), Munroe, P. B. (Patricia B.), Guo, X. (Xiuqing), Ciullo, M. (Marina), Jonas, J. B. (Jost B.), Samani, N. J. (Nilesh J.), Kaprio, J. (Jaakko), Pajukanta, P. (Paivi), Adair, L. S. (Linda S.), Bechayda, S. A. (Sonny Augustin), de Silva, H. J. (H. Janaka), Wickremasinghe, A. R. (Ananda R.), Krauss, R. M. (Ronald M.), Wu, J.-Y. (Jer-Yuarn), Zheng, W. (Wei), den Hollander, A. I. (Anneke, I), Bharadwaj, D. (Dwaipayan), Correa, A. (Adolfo), Wilson, J. G. (James G.), Lind, L. (Lars), Heng, C.-K. (Chew-Kiat), Nelson, A. E. (Amanda E.), Golightly, Y. M. (Yvonne M.), Wilson, J. F. (James F.), Penninx, B. (Brenda), Kim, H.-L. (Hyung-Lae), Attia, J. (John), Scott, R. J. (Rodney J.), Rao, D. C. (D. C.), Arnett, D. K. (Donna K.), Walker, M. (Mark), Koistinen, H. A. (Heikki A.), Chandak, G. R. (Giriraj R.), Yajnik, C. S. (Chittaranjan S.), Mercader, J. M. (Josep M.), Tusie-Luna, T. (Teresa), Aguilar-Salinas, C. A. (Carlos A.), Villalpando, C. G. (Clicerio Gonzalez), Orozco, L. (Lorena), Fornage, M. (Myriam), Tai, E. S. (E. Shyong), van Dam, R. M. (Rob M.), Lehtimaki, T. (Terho), Chaturvedi, N. (Nish), Yokota, M. (Mitsuhiro), Liu, J. (Jianjun), Reilly, D. F. (Dermot F.), McKnight, A. J. (Amy Jayne), Kee, F. (Frank), Jockel, K.-H. (Karl-Heinz), McCarthy, M. I. (Mark, I), Palmer, C. N. (Colin N. A.), Vitart, V. (Veronique), Hayward, C. (Caroline), Simonsick, E. (Eleanor), van Duijn, C. M. (Cornelia M.), Lu, F. (Fan), Qu, J. (Jia), Hishigaki, H. (Haretsugu), Lin, X. (Xu), Marz, W. (Winfried), Parra, E. J. (Esteban J.), Cruz, M. (Miguel), Gudnason, V. (Vilmundur), Tardif, J.-C. (Jean-Claude), Lettre, G. (Guillaume), Elders, P. J. (Petra J. M.), Damrauer, S. M. (Scott M.), Kumari, M. (Meena), Kivimaki, M. (Mika), van der Harst, P. (Pim), Spector, T. D. (Tim D.), Loos, R. J. (Ruth J. F.), Province, M. A. (Michael A.), Psaty, B. M. (Bruce M.), Brandslund, I. (Ivan), Pramstaller, P. P. (Peter P.), Christensen, K. (Kaare), Ripatti, S. (Samuli), Widen, E. (Elisabeth), Hakonarson, H. (Hakon), Grant, S. F. (Struan F. A.), Kiemeney, L. A. (Lambertus A. L. M.), de Graaf, J. (Jacqueline), Loeffler, M. (Markus), Kronenberg, F. (Florian), Gu, D. (Dongfeng), Erdmann, J. (Jeanette), Schunkert, H. (Heribert), Franks, P. W. (Paul W.), Linneberg, A. (Allan), Jukema, J. W. (J. Wouter), Khera, A. V. (Amit, V), Männikkö, M. (Minna), Järvelin, M.-R. (Marjo-Riitta), Kutalik, Z. (Zoltan), Cucca, F. (Francesco), Mook-Kanamori, D. O. (Dennis O.), van Dijk, K. W. (Ko Willems), Watkins, H. (Hugh), Strachan, D. P. (David P.), Grarup, N. (Niels), Sever, P. (Peter), Poulter, N. (Neil), Rotter, J. I. (Jerome, I), Dantoft, T. M. (Thomas M.), Karpe, F. (Fredrik), Neville, M. J. (Matt J.), Timpson, N. J. (Nicholas J.), Cheng, C.-Y. (Ching-Yu), Wong, T.-Y. (Tien-Yin), Khor, C. C. (Chiea Chuen), Sabanayagam, C. (Charumathi), Peters, A. (Annette), Gieger, C. (Christian), Hattersley, A. T. (Andrew T.), Pedersen, N. L. (Nancy L.), Magnusson, P. K. (Patrik K. E.), Boomsma, D. I. (Dorret, I), de Geus, E. J. (Eco J. C.), Cupples, L. A. (L. Adrienne), van Meurs, J. B. (Joyce B. J.), Ghanbari, M. (Mohsen), Rsen, P. G. (Penny Gordon-La), Huang, W. (Wei), Kim, Y. J. (Young Jin), Tabara, Y. (Yasuharu), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Zeggini, E. (Eleftheria), Kuusisto, J. (Johanna), Laakso, M. (Markku), Ingelsson, E. (Erik), Abecasis, G. (Goncalo), Chambers, J. C. (John C.), Kooner, J. S. (Jaspal S.), de Vries, P. S. (Paul S.), Morrison, A. C. (Alanna C.), North, K. E. (Kari E.), Daviglus, M. (Martha), Kraft, P. (Peter), Martin, N. G. (Nicholas G.), Whitfield, J. B. (John B.), Abbas, S. (Shahid), Saleheen, D. (Danish), Walters, R. G. (Robin G.), Holmes, M. V. (Michael, V), Black, C. (Corri), Smith, B. H. (Blair H.), Justice, A. E. (Anne E.), Baras, A. (Aris), Buring, J. E. (Julie E.), Ridker, P. M. (Paul M.), Chasman, D. I. (Daniel, I), Kooperberg, C. (Charles), Wei, W.-Q. (Wei-Qi), Jarvik, G. P. (Gail P.), Namjou, B. (Bahram), Hayes, M. G. (M. Geoffrey), Ritchie, M. D. (Marylyn D.), Jousilahti, P. (Pekka), Salomaa, V. (Veikko), Hveem, K. (Kristian), Asvold, B. O. (Bjorn Olav), Kubo, M. (Michiaki), Kamatani, Y. (Yoichiro), Okada, Y. (Yukinori), Murakami, Y. (Yoshinori), Thorsteinsdottir, U. (Unnur), Stefansson, K. (Kari), Ho, Y.-L. (Yuk-Lam), Lynch, J. A. (Julie A.), Rader, D. J. (Daniel J.), Tsao, P. S. (Philip S.), Chang, K.-M. (Kyong-Mi), Cho, K. (Kelly), O'Donnell, C. J. (Christopher J.), Gaziano, J. M. (John M.), Wilson, P. (Peter), Rotimi, C. N. (Charles N.), Hazelhurst, S. (Scott), Ramsay, M. (Michele), Trembath, R. C. (Richard C.), van Heel, D. A. (David A.), Tamiya, G. (Gen), Yamamoto, M. (Masayuki), Kim, B.-J. (Bong-Jo), Mohlke, K. L. (Karen L.), Frayling, T. M. (Timothy M.), Hirschhorn, J. N. (Joel N.), Kathiresan, S. (Sekar), Boehnke, M. (Michael), Natarajan, P. (Pradeep), Peloso, G. M. (Gina M.), Brown, C. D. (Christopher D.), Morris, A. P. (Andrew P.), Assimes, T. L. (Themistocles L.), Deloukas, P. (Panos), Sun, Y. V. (Yan, V), Willer, C. J. (Cristen J.), Graham, S. E. (Sarah E.), Clarke, S. L. (Shoa L.), Wu, K. H. (Kuan-Han H.), Kanoni, S. (Stavroula), Zajac, G. J. (Greg J. M.), Ramdas, S. (Shweta), Surakka, I. (Ida), Ntalla, I. (Ioanna), Vedantam, S. (Sailaja), Winkler, T. W. (Thomas W.), Locke, A. E. (Adam E.), Marouli, E. (Eirini), Hwang, M. Y. (Mi Yeong), Han, S. (Sohee), Narita, A. (Akira), Choudhury, A. (Ananyo), Bentley, A. R. (Amy R.), Ekoru, K. (Kenneth), Verma, A. (Anurag), Trivedi, B. (Bhavi), Martin, H. C. (Hilary C.), Hunt, K. A. (Karen A.), Hui, Q. (Qin), Klarin, D. (Derek), Zhu, X. (Xiang), Thorleifsson, G. (Gudmar), Helgadottir, A. (Anna), Gudbjartsson, D. F. (Daniel F.), Holm, H. (Hilma), Olafsson, I. (Isleifur), Akiyama, M. (Masato), Sakaue, S. (Saori), Terao, C. (Chikashi), Kanai, M. (Masahiro), Zhou, W. (Wei), Brumpton, B. M. (Ben M.), Rasheed, H. (Humaira), Ruotsalainen, S. E. (Sanni E.), Havulinna, A. S. (Aki S.), Veturi, Y. (Yogasudha), Feng, Q. (QiPing), Rosenthal, E. A. (Elisabeth A.), Lingren, T. (Todd), Pacheco, J. A. (Jennifer Allen), Pendergrass, S. A. (Sarah A.), Haessler, J. (Jeffrey), Giulianini, F. (Franco), Bradford, Y. (Yuki), Miller, J. E. (Jason E.), Campbell, A. (Archie), Lin, K. (Kuang), Millwood, I. Y. (Iona Y.), Hindy, G. (George), Rasheed, A. (Asif), Faul, J. D. (Jessica D.), Zhao, W. (Wei), Weir, D. R. (David R.), Turman, C. (Constance), Huang, H. (Hongyan), Graff, M. (Mariaelisa), Mahajan, A. (Anubha), Brown, M. R. (Michael R.), Zhang, W. (Weihua), Yu, K. (Ketian), Schmidt, E. M. (Ellen M.), Pandit, A. (Anita), Gustafsson, S. (Stefan), Yin, X. (Xianyong), Luan, J. (Jian'an), Zhao, J.-H. (Jing-Hua), Matsuda, F. (Fumihiko), Jang, H.-M. (Hye-Mi), Yoon, K. (Kyungheon), Medina-Gomez, C. (Carolina), Pitsillides, A. (Achilleas), Hottenga, J. J. (Jouke Jan), Willemsen, G. (Gonneke), Wood, A. R. (Andrew R.), Ji, Y. (Yingji), Gao, Z. (Zishan), Haworth, S. (Simon), Mitchell, R. E. (Ruth E.), Chai, J. F. (Jin Fang), Aadahl, M. (Mette), Yao, J. (Jie), Manichaikul, A. (Ani), Warren, H. R. (Helen R.), Ramirez, J. (Julia), Bork-Jensen, J. (Jette), Karhus, L. L. (Line L.), Goel, A. (Anuj), Sabater-Lleal, M. (Maria), Noordam, R. (Raymond), Sidore, C. (Carlo), Fiorillo, E. (Edoardo), McDaid, A. F. (Aaron F.), Marques-Vidal, P. (Pedro), Wielscher, M. (Matthias), Trompet, S. (Stella), Sattar, N. (Naveed), Mollehave, L. T. (Line T.), Thuesen, B. H. (Betina H.), Munz, M. (Matthias), Zeng, L. (Lingyao), Huang, J. (Jianfeng), Yang, B. (Bin), Poveda, A. (Alaitz), Kurbasic, A. (Azra), Lamina, C. (Claudia), Forer, L. (Lukas), Scholz, M. (Markus), Galesloot, T. E. (Tessel E.), Bradfield, J. P. (Jonathan P.), Daw, E. W. (E. Warwick), Zmuda, J. M. (Joseph M.), Mitchell, J. S. (Jonathan S.), Fuchsberger, C. (Christian), Christensen, H. (Henry), Brody, J. A. (Jennifer A.), Feitosa, M. F. (Mary F.), Wojczynski, M. K. (Mary K.), Preuss, M. (Michael), Mangino, M. (Massimo), Christofidou, P. (Paraskevi), Verweij, N. (Niek), Benjamins, J. W. (Jan W.), Engmann, J. (Jorgen), Kember, R. L. (Rachel L.), Slieker, R. C. (Roderick C.), Lo, K. S. (Ken Sin), Zilhao, N. R. (Nuno R.), Kleber, M. E. (Marcus E.), Delgado, G. E. (Graciela E.), Huo, S. (Shaofeng), Ikeda, D. D. (Daisuke D.), Iha, H. (Hiroyuki), Yang, J. (Jian), Liu, J. (Jun), Leonard, H. L. (Hampton L.), Marten, J. (Jonathan), Schmidt, B. (Borge), Arendt, M. (Marina), Smyth, L. J. (Laura J.), Canadas-Garre, M. (Marisa), Wang, C. (Chaolong), Nakatochi, M. (Masahiro), Wong, A. (Andrew), Hutri-Kahonen, N. (Nina), Sim, X. (Xueling), Xia, R. (Rui), Huerta-Chagoya, A. (Alicia), Fernandez-Lopez, J. C. (Juan Carlos), Lyssenko, V. (Valeriya), Ahmed, M. (Meraj), Jackson, A. U. (Anne U.), Irvin, M. R. (Marguerite R.), Oldmeadow, C. (Christopher), Kim, H.-N. (Han-Na), Ryu, S. (Seungho), Timmers, P. R. (Paul R. H. J.), Arbeeva, L. (Liubov), Dorajoo, R. (Rajkumar), Lange, L. A. (Leslie A.), Chai, X. (Xiaoran), Prasad, G. (Gauri), Lores-Motta, L. (Laura), Pauper, M. (Marc), Long, J. (Jirong), Li, X. (Xiaohui), Theusch, E. (Elizabeth), Takeuchi, F. (Fumihiko), Spracklen, C. N. (Cassandra N.), Loukola, A. (Anu), Bollepalli, S. (Sailalitha), Warner, S. C. (Sophie C.), Wang, Y. X. (Ya Xing), Wei, W. B. (Wen B.), Nutile, T. (Teresa), Ruggiero, D. (Daniela), Sung, Y. J. (Yun Ju), Hung, Y.-J. (Yi-Jen), Chen, S. (Shufeng), Liu, F. (Fangchao), Yang, J. (Jingyun), Kentistou, K. A. (Katherine A.), Gorski, M. (Mathias), Brumat, M. (Marco), Meidtner, K. (Karina), Bielak, L. F. (Lawrence F.), Smith, J. A. (Jennifer A.), Hebbar, P. (Prashantha), Farmaki, A.-E. (Aliki-Eleni), Hofer, E. (Edith), Lin, M. (Maoxuan), Xue, C. (Chao), Zhang, J. (Jifeng), Concas, M. P. (Maria Pina), Vaccargiu, S. (Simona), van der Most, P. J. (Peter J.), Pitkanen, N. (Niina), Cade, B. E. (Brian E.), Lee, J. (Jiwon), van Der Laan, S. W. (Sander W.), Chitrala, K. N. (Kumaraswamy Naidu), Weiss, S. (Stefan), Zimmermann, M. E. (Martina E.), Lee, J. Y. (Jong Young), Choi, H. S. (Hyeok Sun), Nethander, M. (Maria), Freitag-Wolf, S. (Sandra), Southam, L. (Lorraine), Rayner, N. W. (Nigel W.), Wang, C. A. (Carol A.), Lin, S.-Y. (Shih-Yi), Wang, J.-S. (Jun-Sing), Couture, C. (Christian), Lyytikainen, L.-P. (Leo-Pekka), Nikus, K. (Kjell), Cuellar-Partida, G. (Gabriel), Vestergaard, H. (Henrik), Hildalgo, B. (Bertha), Giannakopoulou, O. (Olga), Cai, Q. (Qiuyin), Obura, M. O. (Morgan O.), van Setten, J. (Jessica), Li, X. (Xiaoyin), Schwander, K. (Karen), Terzikhan, N. (Natalie), Shin, J. H. (Jae Hun), Jackson, R. D. (Rebecca D.), Reiner, A. P. (Alexander P.), Martin, L. W. (Lisa Warsinger), Chen, Z. (Zhengming), Li, L. (Liming), Highland, H. M. (Heather M.), Young, K. L. (Kristin L.), Kawaguchi, T. (Takahisa), Thiery, J. (Joachim), Bis, J. C. (Joshua C.), Nadkarni, G. N. (Girish N.), Launer, L. J. (Lenore J.), Li, H. (Huaixing), Nalls, M. A. (Mike A.), Raitakari, O. T. (Olli T.), Ichihara, S. (Sahoko), Wild, S. H. (Sarah H.), Nelson, C. P. (Christopher P.), Campbell, H. (Harry), Jager, S. (Susanne), Nabika, T. (Toru), Al-Mulla, F. (Fahd), Niinikoski, H. (Harri), Braund, P. S. (Peter S.), Kolcic, I. (Ivana), Kovacs, P. (Peter), Giardoglou, T. (Tota), Katsuya, T. (Tomohiro), Bhatti, F. (Fatima), de Kleijn, D. (Dominique), de Borst, G. J. (Gert J.), Kim, E. K. (Eung Kweon), Adams, H. H. (Hieab H. H.), Ikram, M. A. (M. Arfan), Zhu, X. (Xiaofeng), Asselbergs, F. W. (Folkert W.), Kraaijeveld, A. O. (Adriaan O.), Beulens, J. W. (Joline W. J.), Shu, X.-O. (Xiao-Ou), Rallidis, L. S. (Loukianos S.), Pedersen, O. (Oluf), Hansen, T. (Torben), Mitchell, P. (Paul), Hewitt, A. W. (Alex W.), Kahonen, M. (Mika), Perusse, L. (Louis), Bouchard, C. (Claude), Tonjes, A. (Anke), Chen, Y. I. (Yii-Der Ida), Pennell, C. E. (Craig E.), Mori, T. A. (Trevor A.), Lieb, W. (Wolfgang), Franke, A. (Andre), Ohlsson, C. (Claes), Mellstrom, D. (Dan), Cho, Y. S. (Yoon Shin), Lee, H. (Hyejin), Yuan, J.-M. (Jian-Min), Koh, W.-P. (Woon-Puay), Rhee, S. Y. (Sang Youl), Woo, J.-T. (Jeong-Taek), Heid, I. M. (Iris M.), Stark, K. J. (Klaus J.), Volzke, H. (Henry), Homuth, G. (Georg), Evans, M. K. (Michele K.), Zonderman, A. B. (Alan B.), Polasek, O. (Ozren), Pasterkamp, G. (Gerard), Hoefer, I. E. (Imo E.), Redline, S. (Susan), Pahkala, K. (Katja), Oldehinkel, A. J. (Albertine J.), Snieder, H. (Harold), Biino, G. (Ginevra), Schmidt, R. (Reinhold), Schmidt, H. (Helena), Chen, Y. E. (Y. Eugene), Bandinelli, S. (Stefania), Dedoussis, G. (George), Thanaraj, T. A. (Thangavel Alphonse), Kardia, S. L. (Sharon L. R.), Kato, N. (Norihiro), Schulze, M. B. (Matthias B.), Girotto, G. (Giorgia), Jung, B. (Bettina), Boger, C. A. (Carsten A.), Joshi, P. K. (Peter K.), Bennett, D. A. (David A.), De Jager, P. L. (Philip L.), Lu, X. (Xiangfeng), Mamakou, V. (Vasiliki), Brown, M. (Morris), Caulfield, M. J. (Mark J.), Munroe, P. B. (Patricia B.), Guo, X. (Xiuqing), Ciullo, M. (Marina), Jonas, J. B. (Jost B.), Samani, N. J. (Nilesh J.), Kaprio, J. (Jaakko), Pajukanta, P. (Paivi), Adair, L. S. (Linda S.), Bechayda, S. A. (Sonny Augustin), de Silva, H. J. (H. Janaka), Wickremasinghe, A. R. (Ananda R.), Krauss, R. M. (Ronald M.), Wu, J.-Y. (Jer-Yuarn), Zheng, W. (Wei), den Hollander, A. I. (Anneke, I), Bharadwaj, D. (Dwaipayan), Correa, A. (Adolfo), Wilson, J. G. (James G.), Lind, L. (Lars), Heng, C.-K. (Chew-Kiat), Nelson, A. E. (Amanda E.), Golightly, Y. M. (Yvonne M.), Wilson, J. F. (James F.), Penninx, B. (Brenda), Kim, H.-L. (Hyung-Lae), Attia, J. (John), Scott, R. J. (Rodney J.), Rao, D. C. (D. C.), Arnett, D. K. (Donna K.), Walker, M. (Mark), Koistinen, H. A. (Heikki A.), Chandak, G. R. (Giriraj R.), Yajnik, C. S. (Chittaranjan S.), Mercader, J. M. (Josep M.), Tusie-Luna, T. (Teresa), Aguilar-Salinas, C. A. (Carlos A.), Villalpando, C. G. (Clicerio Gonzalez), Orozco, L. (Lorena), Fornage, M. (Myriam), Tai, E. S. (E. Shyong), van Dam, R. M. (Rob M.), Lehtimaki, T. (Terho), Chaturvedi, N. (Nish), Yokota, M. (Mitsuhiro), Liu, J. (Jianjun), Reilly, D. F. (Dermot F.), McKnight, A. J. (Amy Jayne), Kee, F. (Frank), Jockel, K.-H. (Karl-Heinz), McCarthy, M. I. (Mark, I), Palmer, C. N. (Colin N. A.), Vitart, V. (Veronique), Hayward, C. (Caroline), Simonsick, E. (Eleanor), van Duijn, C. M. (Cornelia M.), Lu, F. (Fan), Qu, J. (Jia), Hishigaki, H. (Haretsugu), Lin, X. (Xu), Marz, W. (Winfried), Parra, E. J. (Esteban J.), Cruz, M. (Miguel), Gudnason, V. (Vilmundur), Tardif, J.-C. (Jean-Claude), Lettre, G. (Guillaume), Elders, P. J. (Petra J. M.), Damrauer, S. M. (Scott M.), Kumari, M. (Meena), Kivimaki, M. (Mika), van der Harst, P. (Pim), Spector, T. D. (Tim D.), Loos, R. J. (Ruth J. F.), Province, M. A. (Michael A.), Psaty, B. M. (Bruce M.), Brandslund, I. (Ivan), Pramstaller, P. P. (Peter P.), Christensen, K. (Kaare), Ripatti, S. (Samuli), Widen, E. (Elisabeth), Hakonarson, H. (Hakon), Grant, S. F. (Struan F. A.), Kiemeney, L. A. (Lambertus A. L. M.), de Graaf, J. (Jacqueline), Loeffler, M. (Markus), Kronenberg, F. (Florian), Gu, D. (Dongfeng), Erdmann, J. (Jeanette), Schunkert, H. (Heribert), Franks, P. W. (Paul W.), Linneberg, A. (Allan), Jukema, J. W. (J. Wouter), Khera, A. V. (Amit, V), Männikkö, M. (Minna), Järvelin, M.-R. (Marjo-Riitta), Kutalik, Z. (Zoltan), Cucca, F. (Francesco), Mook-Kanamori, D. O. (Dennis O.), van Dijk, K. W. (Ko Willems), Watkins, H. (Hugh), Strachan, D. P. (David P.), Grarup, N. (Niels), Sever, P. (Peter), Poulter, N. (Neil), Rotter, J. I. (Jerome, I), Dantoft, T. M. (Thomas M.), Karpe, F. (Fredrik), Neville, M. J. (Matt J.), Timpson, N. J. (Nicholas J.), Cheng, C.-Y. (Ching-Yu), Wong, T.-Y. (Tien-Yin), Khor, C. C. (Chiea Chuen), Sabanayagam, C. (Charumathi), Peters, A. (Annette), Gieger, C. (Christian), Hattersley, A. T. (Andrew T.), Pedersen, N. L. (Nancy L.), Magnusson, P. K. (Patrik K. E.), Boomsma, D. I. (Dorret, I), de Geus, E. J. (Eco J. C.), Cupples, L. A. (L. Adrienne), van Meurs, J. B. (Joyce B. J.), Ghanbari, M. (Mohsen), Rsen, P. G. (Penny Gordon-La), Huang, W. (Wei), Kim, Y. J. (Young Jin), Tabara, Y. (Yasuharu), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Zeggini, E. (Eleftheria), Kuusisto, J. (Johanna), Laakso, M. (Markku), Ingelsson, E. (Erik), Abecasis, G. (Goncalo), Chambers, J. C. (John C.), Kooner, J. S. (Jaspal S.), de Vries, P. S. (Paul S.), Morrison, A. C. (Alanna C.), North, K. E. (Kari E.), Daviglus, M. (Martha), Kraft, P. (Peter), Martin, N. G. (Nicholas G.), Whitfield, J. B. (John B.), Abbas, S. (Shahid), Saleheen, D. (Danish), Walters, R. G. (Robin G.), Holmes, M. V. (Michael, V), Black, C. (Corri), Smith, B. H. (Blair H.), Justice, A. E. (Anne E.), Baras, A. (Aris), Buring, J. E. (Julie E.), Ridker, P. M. (Paul M.), Chasman, D. I. (Daniel, I), Kooperberg, C. (Charles), Wei, W.-Q. (Wei-Qi), Jarvik, G. P. (Gail P.), Namjou, B. (Bahram), Hayes, M. G. (M. Geoffrey), Ritchie, M. D. (Marylyn D.), Jousilahti, P. (Pekka), Salomaa, V. (Veikko), Hveem, K. (Kristian), Asvold, B. O. (Bjorn Olav), Kubo, M. (Michiaki), Kamatani, Y. (Yoichiro), Okada, Y. (Yukinori), Murakami, Y. (Yoshinori), Thorsteinsdottir, U. (Unnur), Stefansson, K. (Kari), Ho, Y.-L. (Yuk-Lam), Lynch, J. A. (Julie A.), Rader, D. J. (Daniel J.), Tsao, P. S. (Philip S.), Chang, K.-M. (Kyong-Mi), Cho, K. (Kelly), O'Donnell, C. J. (Christopher J.), Gaziano, J. M. (John M.), Wilson, P. (Peter), Rotimi, C. N. (Charles N.), Hazelhurst, S. (Scott), Ramsay, M. (Michele), Trembath, R. C. (Richard C.), van Heel, D. A. (David A.), Tamiya, G. (Gen), Yamamoto, M. (Masayuki), Kim, B.-J. (Bong-Jo), Mohlke, K. L. (Karen L.), Frayling, T. M. (Timothy M.), Hirschhorn, J. N. (Joel N.), Kathiresan, S. (Sekar), Boehnke, M. (Michael), Natarajan, P. (Pradeep), Peloso, G. M. (Gina M.), Brown, C. D. (Christopher D.), Morris, A. P. (Andrew P.), Assimes, T. L. (Themistocles L.), Deloukas, P. (Panos), Sun, Y. V. (Yan, V), and Willer, C. J. (Cristen J.)

Abstract

Increased blood lipid levels are heritable risk factors of cardiovascular disease with varied prevalence worldwide owing to different dietary patterns and medication use1. Despite advances in prevention and treatment, in particular through reducing low-density lipoprotein cholesterol levels2, heart disease remains the leading cause of death worldwide3. Genome-wideassociation studies (GWAS) of blood lipid levels have led to important biological and clinical insights, as well as new drug targets, for cardiovascular disease. However, most previous GWAS4‐23 have been conducted in European ancestry populations and may have missed genetic variants that contribute to lipid-level variation in other ancestry groups. These include differences in allele frequencies, effect sizes and linkage-disequilibrium patterns24. Here we conduct a multi-ancestry, genome-wide genetic discovery meta-analysis of lipid levels in approximately 1.65 million individuals, including 350,000 of non-European ancestries. We quantify the gain in studying non-European ancestries and provide evidence to support the expansion of recruitment of additional ancestries, even with relatively small sample sizes. We find that increasing diversity rather than studying additional individuals of European ancestry results in substantial improvements in fine-mapping functional variants and portability of polygenic prediction (evaluated in approximately 295,000 individuals from 7 ancestry groupings). Modest gains in the number of discovered loci and ancestry-specific variants were also achieved. As GWAS expand emphasis beyond the identification of genes and fundamental biology towards the use of genetic variants for preventive and precision medicine25, we anticipate that increased diversity of participants will lead to more accurate and equitable26 application of polygenic scores in clinical practice.

Published
2021

25. Comparative Analysis of basic Sequential Circuits based on CMOS and Graphene Nano Ribbon Transistors.

Author

Santha, Ravisham, Bharadwaj, D. Aneesh, and K. S., Vasundhara Patel

Abstract

The Graphene Nano Ribbon Field Effect Transistor (GNRFET) based sequential Circuits like D Flip-Flop and counters are presented in this paper. Further, the circuits are also designed using different techniques like the TSPC and PTL. Circuits are simulated using the industry standard HSPICE simulation tool and using SPICE compatible compact model of GNRFET. Simulation results show that GNRFET has a great potential in sequential circuits. Between the two architectures of the GNR implementations, the PTL based circuits are more efficient since, they exhibit better performance. [ABSTRACT FROM AUTHOR]

Published
2022

27. Advanced Monitoring of Rail Cracks using LASER-EMAT System

Author

Samarth Bharadwaj D D, Pratheek Jayanth, Sanjeev Sanjee Venkatachalapathi, Manu Srinath, Shruthi Sreeram, and Vishesh S

Subjects
law, Computer science, Acoustics, Laser, Electromagnetic acoustic transducer, law.invention
Published
2016

29. Associations of autozygosity with a broad range of human phenotypes

Author

Clark, D.W. (David W), Okada, Y. (Yukinori), Moore, K.H.S. (Kristjan H S), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C.L.K. (Catriona L K), Lin, K. (Kuang), Zhao, J.H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, M.C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T.M. (Traci M), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M.J. (Matthew J), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Dekker, A.M. (Annelot M), Eccles, D.A. (David A), Eijk, K.R. (Kristel) van, Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S.D. (Scott D.), de Haan, H.G. (Hugoline G), Harris, S.E. (Sarah), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. (Iris), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M.E. (Marcus), Li, S.A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M.E. (May E.), Most, P.J. (Peter) van der, Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R.B. (Rashmi B), Priyanka, T.D.S. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B.R. (Bishwa R), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M.C. (Melissa C), Smith, A.V. (Albert), Spek, A. (Ashley) van der, Spracklen, C.N. (Cassandra N), Strawbridge, R.J. (Rona), Tajuddin, S.M. (Salman M), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. (Helen), Wootton, R.E. (Robyn E), Yanek, L.R. (Lisa), Yao, J. (Jie), Yousri, N.A. (Noha A), Zhao, W. (Wei), Adeyemo, A.A. (Adebowale A), Afaq, S. (Saima), Aguilar-Salinas, C.A. (Carlos Alberto), Akiyama, M. (Masato), Albert, M.L. (Matthew L), Allison, M.A. (Matthew A), Alver, M. (Maris), Aung, T. (Tin), Azizi, J. (Joshan), Bentley, A.R. (Amy), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Borja, J.B. (Judith B), Borst, G.J. (Gert) de, Bottinger, E.P. (Erwin), Broer, L. (Linda), Campbell, H. (Harry), Chanock, S.J. (Stephen), Chee, M.-L. (Miao-Li), Chen, G. (Guanjie), Chen, Y.-D.I. (Yii-Der I), Chen, Z. (Zhengming), Chiu, Y.-F. (Yen-Feng), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Concas, M.P. (Maria Pina), Corley, J. (Janie), Cugliari, G. (Giovanni), Dam, R.M. (Rob) van, Damulina, A. (Anna), Daneshpour, M.S. (Maryam S), Day, F.R. (Felix), Delgado, G., Dhana, K. (Klodian), Doney, A.S.F. (Alex), Dörr, M. (Marcus), Doumatey, A. (Ayo), Dzimiri, N. (Nduna), Ebenesersdóttir, S.S. (S Sunna), Elliott, J. (Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J.F. (Janine), Fischer, K. (Krista), Freedman, B.I. (Barry), Girotto, S., Goel, A. (Anuj), Gögele, M. (Martin), Goodarzi, M. (Mark), Graff, M.J. (Maud J.L.), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D.F. (Daniel), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S.P. (Saskia P), Haiman, C.A. (Christopher), Halevy, A. (Avner), Harris, T.B. (Tamara B), Hedayati, M. (Mehdi), Heel, D.A. (David) van, Hirata, M. (Makoto), Höfer, I. (Imo), Hsiung, C.A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M.A. (Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N.D. (Nicola D), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C.C., Kleijn, D.P.V. (Dominique) de, Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Krämer, B.K. (Bernhard), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. (M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S.J. (Stephanie J), Loomis, S.J. (Stephanie J.), Lu, Y. (Yingchang), Luan, J. (Jian’an), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X.W. (Xue W), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I.Y. (Iona), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (P.), Moreno-Macías, H. (Hortensia), Mori, T.A. (Trevor A), Morrison, A.C. (Alanna), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A.D. (Alison D), Mutsert, R. (Reneé) de, Mychaleckyj, J.C. (Josyf), Nalls, M.A. (Michael), Nauck, M. (Matthias), Neville, M.J. (Matthew), Nolte, I.M. (Ilja), Ong, K.K. (Ken K), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Pálsson, G. (Gunnar), Palmer, C.N.A. (Colin), Penninx, B.W.J.H., Pattie, A. (Alison), Polasek, O. (Ozren), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter P), Quintana-Murci, L. (Lluis), Räikkönen, K. (Katri), Ralhan, S. (Sarju), Rao, D.C. (Dabeeru C), Rheenen, W. (Wouter) van, Rich, S.S. (Stephen), Ridker, P.M. (Paul M), Rietveld, C.A. (Cornelius A), Robino, A. (Antonietta), Rooij, F.J.A. (Frank) van, Ruggiero, D., Saba, Y. (Yasaman), Sabanayagam, C. (Charumathi), Sabater-Lleal, M. (Maria), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sandow, K. (Kevin), Schmidt, H. (Helena), Scott, L.J. (Laura J), Scott, W.R. (William R), Sedaghati-Khayat, B. (Bahareh), Sennblad, B. (Bengt), Setten, J. (Jessica) van, Sever, P.J. (Peter J), Sheu, W.H.-H. (Wayne H-H), Shi, Y. (Yuan), Shrestha, S. (Smeeta), Shukla, S.R. (Sharvari Rahul), Sigurdsson, J.K. (Jon K), Sikka, T.T. (Timo Tonis), Singh, J.R. (Jai Rup), Smith, B.H. (Blair), Stancáková, A. (Alena), Stanton, A. (Alice), Starr, J.M. (John), Stefansdottir, L. (Lilja), Straker, L. (Leon), Sulem, P. (Patrick), Sveinbjornsson, G. (Gardar), Swertz, M.A. (Morris A), Taylor, A.M. (Adele M), Taylor, K.D. (Kent), Terzikhan, N. (Natalie), Tham, Y.-C. (Yih-Chung), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tillander, A. (Annika), Tracy, R.P. (Russell), Tusié-Luna, T. (Teresa), Tzoulaki, I., Vaccargiu, S. (Simona), Vangipurapu, J. (Jagadish), Veldink, J.H. (Jan), Vitart, V. (Veronique), Völker, U. (Uwe), Vuoksimaa, E. (Eero), Wakil, S.M. (Salma M), Waldenberger, M. (Melanie), Wander, G.S. (Gurpreet S), Wang, Y.X. (Ya Xing), Wareham, N.J. (Nick), Wild, S.H. (Sarah), Yajnik, C.S. (Chittaranjan S), Yuan, J.-M. (Jian-Min), Zeng, L. (Lingyao), Zhang, L. (Liang), Zhou, J. (Jie), Amin, N. (Najaf), Asselbergs, F.W. (Folkert), Bakker, S.J.L. (Stephan), Becker, D.M. (Diane), Lehne, B. (Benjamin), Bennett, D.A. (David), Berg, L.H. (Leonard) van den, Berndt, S.I. (Sonja), Bharadwaj, D. (Dwaipayan), Bielak, L.F. (Lawrence F.), Bochud, M. (Murielle), Boehnke, M. (Michael), Bouchard, C. (Claude), Bradfield, J.P. (Jonathan), Brody, J.A. (Jennifer A), Campbell, A. (Archie), Carmi, S. (Shai), Caulfield, M. (Mark), Cesarini, D. (David), Chambers, J.C. (John C), Chandak, G.R. (Giriraj), Cheng, C.-Y. (Ching-Yu), Ciullo, M. (Marina), Warrington, N.M. (Nicole), Cusi, D. (Daniele), Smith, G.D. (George Davey), Deary, I.J. (Ian J), Dorajoo, R. (Rajkumar), Duijn, C.M. (Cornelia) van, Ellinghaus, D. (David), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evangelou, E. (Evangelos), Evans, M.K. (Michele), Faul, J.D. (Jessica D), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Foisy, S. (Sylvain), Franke, A. (Andre), Friedlander, Y. (Yechiel), Gasparini, P. (Paolo), Gieger, C. (Christian), Gonzalez, C. (Clicerio), Goyette, P. (Philippe), Grant, S.F.A. (Struan), Griffiths, L.R. (Lyn R), Groop, L. (Leif), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hakonarson, H. (Hakon), Hamsten, A. (Anders), Harst, P. (Pim) van der, Heng, C.K. (Chew-Kiat), Hicks, A.A. (Andrew A), Hochner, H., Huikuri, H.V. (Heikki), Hunt, S.C. (Steven), Jaddoe, V.W.V. (Vincent), De Jager, P., Johannesson, M. (Magnus), Johansson, A. (Åsa), Jonas, J.B. (Jost B), Jukema, J.W. (Jan Wouter), Junttila, M.J. (Juhani), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Karpe, F. (Fredrik), Kumari, M. (Meena), Laakso, M. (Markku), van der Laan, S.W. (Sander W), Lahti, J. (Jari), Laudes, M. (Matthias), Lea, R.A. (Rodney A), Lieb, W. (Wolfgang), Lumley, T. (Thomas), Martin, N.G. (Nicholas), Ye, S. (Shu), Matullo, G., McCarthy, M.I. (Mark), Medland, S.E. (Sarah), Merriman, A., Metspalu, A. (Andres), Meyer, B.F. (Brian F), Mohlke, K.L. (Karen L), Montgomery, G.W. (Grant), Mook-Kanamori, D. (Dennis), Munroe, P. (Patricia), North, K.E. (Kari), Nyholt, D.R. (Dale), O’connell, J.R. (Jeffery R), Ober, C. (Carole), Oldehinkel, A.J. (Albertine), Palmas, W. (Walter), Pasterkamp, G.G. (Gerard G), Patin, E. (Etienne), Pennell, C.E. (Craig), Perusse, L. (Louis), Peyser, P.A. (Patricia A.), Pirastu, M. (Mario), Polderman, T.J.C. (Tinca), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Psaty, B.M. (Bruce M), Rioux, J.D. (John), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Sanghera, D.K. (Dharambir K), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M.B. (Matthias), Schunkert, H. (Heribert), Scott, R.A. (Robert), Shuldiner, A.R. (Alan R), Sim, X. (Xueling), Small, N. (Neil), Smith, J.A. (Jennifer A), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N.J. (Nicholas), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C.A. (Carol A), Weir, D.R. (David R), Whitfield, J. (John), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B.S. (Babette S.), Zonderman, A.B. (Alan B), Perola, M. (Markus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Kooner, J.S. (Jaspal S.), Chasman, D.I. (Daniel), Loos, R.J.F. (Ruth), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. (Chris), Hayward, C. (Caroline), Walters, R.G. (Robin G), Perry, J.R.B. (John R. B.), Esko, T. (Tõnu), Helgason, A. (Agnar), Zwart, J-A. (John-Anker), Joshi, P.K. (Peter), Kubo, M. (Michiaki), Wilson, J.F. (James), Clark, D.W. (David W), Okada, Y. (Yukinori), Moore, K.H.S. (Kristjan H S), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C.L.K. (Catriona L K), Lin, K. (Kuang), Zhao, J.H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, M.C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T.M. (Traci M), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M.J. (Matthew J), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Dekker, A.M. (Annelot M), Eccles, D.A. (David A), Eijk, K.R. (Kristel) van, Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S.D. (Scott D.), de Haan, H.G. (Hugoline G), Harris, S.E. (Sarah), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. (Iris), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M.E. (Marcus), Li, S.A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M.E. (May E.), Most, P.J. (Peter) van der, Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R.B. (Rashmi B), Priyanka, T.D.S. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B.R. (Bishwa R), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M.C. (Melissa C), Smith, A.V. (Albert), Spek, A. (Ashley) van der, Spracklen, C.N. (Cassandra N), Strawbridge, R.J. (Rona), Tajuddin, S.M. (Salman M), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. (Helen), Wootton, R.E. (Robyn E), Yanek, L.R. (Lisa), Yao, J. (Jie), Yousri, N.A. (Noha A), Zhao, W. (Wei), Adeyemo, A.A. (Adebowale A), Afaq, S. (Saima), Aguilar-Salinas, C.A. (Carlos Alberto), Akiyama, M. (Masato), Albert, M.L. (Matthew L), Allison, M.A. (Matthew A), Alver, M. (Maris), Aung, T. (Tin), Azizi, J. (Joshan), Bentley, A.R. (Amy), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Borja, J.B. (Judith B), Borst, G.J. (Gert) de, Bottinger, E.P. (Erwin), Broer, L. (Linda), Campbell, H. (Harry), Chanock, S.J. (Stephen), Chee, M.-L. (Miao-Li), Chen, G. (Guanjie), Chen, Y.-D.I. (Yii-Der I), Chen, Z. (Zhengming), Chiu, Y.-F. (Yen-Feng), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Concas, M.P. (Maria Pina), Corley, J. (Janie), Cugliari, G. (Giovanni), Dam, R.M. (Rob) van, Damulina, A. (Anna), Daneshpour, M.S. (Maryam S), Day, F.R. (Felix), Delgado, G., Dhana, K. (Klodian), Doney, A.S.F. (Alex), Dörr, M. (Marcus), Doumatey, A. (Ayo), Dzimiri, N. (Nduna), Ebenesersdóttir, S.S. (S Sunna), Elliott, J. (Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J.F. (Janine), Fischer, K. (Krista), Freedman, B.I. (Barry), Girotto, S., Goel, A. (Anuj), Gögele, M. (Martin), Goodarzi, M. (Mark), Graff, M.J. (Maud J.L.), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D.F. (Daniel), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S.P. (Saskia P), Haiman, C.A. (Christopher), Halevy, A. (Avner), Harris, T.B. (Tamara B), Hedayati, M. (Mehdi), Heel, D.A. (David) van, Hirata, M. (Makoto), Höfer, I. (Imo), Hsiung, C.A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M.A. (Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N.D. (Nicola D), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C.C., Kleijn, D.P.V. (Dominique) de, Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Krämer, B.K. (Bernhard), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. (M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S.J. (Stephanie J), Loomis, S.J. (Stephanie J.), Lu, Y. (Yingchang), Luan, J. (Jian’an), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X.W. (Xue W), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I.Y. (Iona), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (P.), Moreno-Macías, H. (Hortensia), Mori, T.A. (Trevor A), Morrison, A.C. (Alanna), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A.D. (Alison D), Mutsert, R. (Reneé) de, Mychaleckyj, J.C. (Josyf), Nalls, M.A. (Michael), Nauck, M. (Matthias), Neville, M.J. (Matthew), Nolte, I.M. (Ilja), Ong, K.K. (Ken K), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Pálsson, G. (Gunnar), Palmer, C.N.A. (Colin), Penninx, B.W.J.H., Pattie, A. (Alison), Polasek, O. (Ozren), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter P), Quintana-Murci, L. (Lluis), Räikkönen, K. (Katri), Ralhan, S. (Sarju), Rao, D.C. (Dabeeru C), Rheenen, W. (Wouter) van, Rich, S.S. (Stephen), Ridker, P.M. (Paul M), Rietveld, C.A. (Cornelius A), Robino, A. (Antonietta), Rooij, F.J.A. (Frank) van, Ruggiero, D., Saba, Y. (Yasaman), Sabanayagam, C. (Charumathi), Sabater-Lleal, M. (Maria), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sandow, K. (Kevin), Schmidt, H. (Helena), Scott, L.J. (Laura J), Scott, W.R. (William R), Sedaghati-Khayat, B. (Bahareh), Sennblad, B. (Bengt), Setten, J. (Jessica) van, Sever, P.J. (Peter J), Sheu, W.H.-H. (Wayne H-H), Shi, Y. (Yuan), Shrestha, S. (Smeeta), Shukla, S.R. (Sharvari Rahul), Sigurdsson, J.K. (Jon K), Sikka, T.T. (Timo Tonis), Singh, J.R. (Jai Rup), Smith, B.H. (Blair), Stancáková, A. (Alena), Stanton, A. (Alice), Starr, J.M. (John), Stefansdottir, L. (Lilja), Straker, L. (Leon), Sulem, P. (Patrick), Sveinbjornsson, G. (Gardar), Swertz, M.A. (Morris A), Taylor, A.M. (Adele M), Taylor, K.D. (Kent), Terzikhan, N. (Natalie), Tham, Y.-C. (Yih-Chung), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tillander, A. (Annika), Tracy, R.P. (Russell), Tusié-Luna, T. (Teresa), Tzoulaki, I., Vaccargiu, S. (Simona), Vangipurapu, J. (Jagadish), Veldink, J.H. (Jan), Vitart, V. (Veronique), Völker, U. (Uwe), Vuoksimaa, E. (Eero), Wakil, S.M. (Salma M), Waldenberger, M. (Melanie), Wander, G.S. (Gurpreet S), Wang, Y.X. (Ya Xing), Wareham, N.J. (Nick), Wild, S.H. (Sarah), Yajnik, C.S. (Chittaranjan S), Yuan, J.-M. (Jian-Min), Zeng, L. (Lingyao), Zhang, L. (Liang), Zhou, J. (Jie), Amin, N. (Najaf), Asselbergs, F.W. (Folkert), Bakker, S.J.L. (Stephan), Becker, D.M. (Diane), Lehne, B. (Benjamin), Bennett, D.A. (David), Berg, L.H. (Leonard) van den, Berndt, S.I. (Sonja), Bharadwaj, D. (Dwaipayan), Bielak, L.F. (Lawrence F.), Bochud, M. (Murielle), Boehnke, M. (Michael), Bouchard, C. (Claude), Bradfield, J.P. (Jonathan), Brody, J.A. (Jennifer A), Campbell, A. (Archie), Carmi, S. (Shai), Caulfield, M. (Mark), Cesarini, D. (David), Chambers, J.C. (John C), Chandak, G.R. (Giriraj), Cheng, C.-Y. (Ching-Yu), Ciullo, M. (Marina), Warrington, N.M. (Nicole), Cusi, D. (Daniele), Smith, G.D. (George Davey), Deary, I.J. (Ian J), Dorajoo, R. (Rajkumar), Duijn, C.M. (Cornelia) van, Ellinghaus, D. (David), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evangelou, E. (Evangelos), Evans, M.K. (Michele), Faul, J.D. (Jessica D), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Foisy, S. (Sylvain), Franke, A. (Andre), Friedlander, Y. (Yechiel), Gasparini, P. (Paolo), Gieger, C. (Christian), Gonzalez, C. (Clicerio), Goyette, P. (Philippe), Grant, S.F.A. (Struan), Griffiths, L.R. (Lyn R), Groop, L. (Leif), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hakonarson, H. (Hakon), Hamsten, A. (Anders), Harst, P. (Pim) van der, Heng, C.K. (Chew-Kiat), Hicks, A.A. (Andrew A), Hochner, H., Huikuri, H.V. (Heikki), Hunt, S.C. (Steven), Jaddoe, V.W.V. (Vincent), De Jager, P., Johannesson, M. (Magnus), Johansson, A. (Åsa), Jonas, J.B. (Jost B), Jukema, J.W. (Jan Wouter), Junttila, M.J. (Juhani), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Karpe, F. (Fredrik), Kumari, M. (Meena), Laakso, M. (Markku), van der Laan, S.W. (Sander W), Lahti, J. (Jari), Laudes, M. (Matthias), Lea, R.A. (Rodney A), Lieb, W. (Wolfgang), Lumley, T. (Thomas), Martin, N.G. (Nicholas), Ye, S. (Shu), Matullo, G., McCarthy, M.I. (Mark), Medland, S.E. (Sarah), Merriman, A., Metspalu, A. (Andres), Meyer, B.F. (Brian F), Mohlke, K.L. (Karen L), Montgomery, G.W. (Grant), Mook-Kanamori, D. (Dennis), Munroe, P. (Patricia), North, K.E. (Kari), Nyholt, D.R. (Dale), O’connell, J.R. (Jeffery R), Ober, C. (Carole), Oldehinkel, A.J. (Albertine), Palmas, W. (Walter), Pasterkamp, G.G. (Gerard G), Patin, E. (Etienne), Pennell, C.E. (Craig), Perusse, L. (Louis), Peyser, P.A. (Patricia A.), Pirastu, M. (Mario), Polderman, T.J.C. (Tinca), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Psaty, B.M. (Bruce M), Rioux, J.D. (John), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Sanghera, D.K. (Dharambir K), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M.B. (Matthias), Schunkert, H. (Heribert), Scott, R.A. (Robert), Shuldiner, A.R. (Alan R), Sim, X. (Xueling), Small, N. (Neil), Smith, J.A. (Jennifer A), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N.J. (Nicholas), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C.A. (Carol A), Weir, D.R. (David R), Whitfield, J. (John), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B.S. (Babette S.), Zonderman, A.B. (Alan B), Perola, M. (Markus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Kooner, J.S. (Jaspal S.), Chasman, D.I. (Daniel), Loos, R.J.F. (Ruth), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. (Chris), Hayward, C. (Caroline), Walters, R.G. (Robin G), Perry, J.R.B. (John R. B.), Esko, T. (Tõnu), Helgason, A. (Agnar), Zwart, J-A. (John-Anker), Joshi, P.K. (Peter), Kubo, M. (Michiaki), and Wilson, J.F. (James)

Abstract

In many species, the offspring of related parents suffer reduced reproductive success, a phenomenon known as inbreeding depression. In humans, the importance of this effect has remained unclear, partly because reproduction between close relatives is both rare and frequently associated with confounding social factors. Here, using genomic inbreeding coefficients (FROH) for >1.4 million individuals, we show that FROH is significantly associated (p < 0.0005) with apparently deleterious changes in 32 out of 100 traits analysed. These changes are associated with runs of homozygosity (ROH), but not with common variant homozygosity, suggesting that genetic variants associated with inbreeding depression are predominantly rare. The effect on fertility is striking: FROH equivalent to the offspring of first cousins is associated with a 55% decrease [95% CI 44–66%] in the odds of having children. Finally, the effects of FROH are confirmed within full-sibling pairs, where the variation in FROH is independent of all environmental confounding.

Published
2019
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30. Associations of autozygosity with a broad range of human phenotypes

Author

Clark, D. W. (David W.), Okada, Y. (Yukinori), Moore, K. H. (Kristjan H. S.), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C. L. (Catriona L. K.), Lin, K. (Kuang), Zhao, J. H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T. M. (Traci M.), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M. J. (Matthew J.), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D. L. (Diana L.), Dekker, A. M. (Annelot M.), Eccles, D. A. (David A.), Van Eijk, K. R. (Kristel R.), Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S. D. (Scott D.), de Haan, H. G. (Hugoline G.), Harris, S. E. (Sarah E.), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. E. (Iris E.), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M. E. (Marcus E.), Li, S. A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M. E. (May E.), van der Most, P. J. (Peter J.), Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R. B. (Rashmi B.), Priyanka, T. D. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B. R. (Bishwa R.), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M. C. (Melissa C.), Smith, A. V. (Albert Vernon), van der Spek, A. (Ashley), Spracklen, C. N. (Cassandra N.), Strawbridge, R. J. (Rona J.), Tajuddin, S. M. (Salman M.), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. R. (Helen R.), Wootton, R. E. (Robyn E.), Yanek, L. R. (Lisa R.), Yao, J. (Jie), Yousri, N. A. (Noha A.), Zhao, W. (Wei), Adeyemo, A. A. (Adebowale A.), Afaq, S. (Saima), Alberto Aguilar-Salinas, C. (Carlos), Akiyama, M. (Masato), Albert, M. L. (Matthew L.), Allison, M. A. (Matthew A.), Alver, M. (Maris), Aung, T. (Tin), Azizi, F. (Fereidoun), Bentley, A. R. (Amy R.), Boeing, H. (Heiner), Boerwinkle, E. (Eric), Borja, J. B. (Judith B.), de Borst, G. J. (Gert J.), Bottinger, E. P. (Erwin P.), Broer, L. (Linda), Campbell, H. (Harry), Chanock, S. (Stephen), Chee, M.-L. (Miao-Li), Chen, G. (Guanjie), Chen, Y. I. (Yii-Der I.), Chen, Z. (Zhengming), Chiu, Y.-F. (Yen-Feng), Cocca, M. (Massimiliano), Collins, F. S. (Francis S.), Concas, M. P. (Maria Pina), Corley, J. (Janie), Cugliari, G. (Giovanni), Van Dam, R. M. (Rob M.), Damulina, A. (Anna), Daneshpour, M. S. (Maryam S.), Day, F. R. (Felix R.), Delgado, G. E. (Graciela E.), Dhana, K. (Klodian), Doney, A. S. (Alexander S. F.), Doerr, M. (Marcus), Doumatey, A. P. (Ayo P.), Dzimiri, N. (Nduna), Ebenesersdottir, S. S. (S. Sunna), Elliott, J. (Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J. F. (Janine F.), Fischer, K. (Krista), Freedman, B. I. (Barry I.), Girotto, G. (Giorgia), Goel, A. (Anuj), Gogele, M. (Martin), Goodarzi, M. O. (Mark O.), Graff, M. (Mariaelisa), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D. F. (Daniel F.), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S. P. (Saskia P.), Haiman, C. A. (Christopher A.), Halevy, A. (Avner), Harris, T. B. (Tamara B.), Hedayati, M. (Mehdi), van Heel, D. A. (David A.), Hirata, M. (Makoto), Hofer, I. (Imo), Hsiung, C. A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M. A. (M. Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N. D. (Nicola D.), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C. C. (Chiea Chuen), de Kleijn, D. P. (Dominique P. V.), Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Kramer, B. K. (Bernhard K.), Kutalik, Z. (Zoltan), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L. J. (Lenore J.), Lawlor, D. A. (Deborah A.), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. M. (Markus M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S. J. (Stephanie J.), Loomis, S. (Stephanie), Lu, Y. (Yingchang), Luan, J. (Jian'an), Magi, R. (Reedik), Manichaikul, A. W. (Ani W.), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X. W. (Xue W.), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I. Y. (Iona Y.), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (Pierre-Emmanuel), Moreno-Macias, H. (Hortensia), Mori, T. A. (Trevor A.), Morrison, A. C. (Alanna C.), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A. D. (Alison D.), de Mutsert, R. (Renee), Mychaleckyj, J. C. (Josyf C.), Nalls, M. A. (Mike A.), Nauck, M. (Matthias), Neville, M. J. (Matt J.), Nolte, I. M. (Ilja M.), Ong, K. K. (Ken K.), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Palsson, G. (Gunnar), Pankow, J. S. (James S.), Pattaro, C. (Cristian), Pattie, A. (Alison), Polasek, O. (Ozren), Poulter, N. (Neil), Pramstaller, P. P. (Peter P.), Quintana-Murci, L. (Lluis), Raikkonen, K. (Katri), Ralhan, S. (Sarju), Rao, D. C. (Dabeeru C.), van Rheenen, W. (Wouter), Rich, S. S. (Stephen S.), Ridker, P. M. (Paul M.), Rietveld, C. A. (Cornelius A.), Robino, A. (Antonietta), van Rooij, F. J. (Frank J. A.), Ruggiero, D. (Daniela), Saba, Y. (Yasaman), Sabanayagam, C. (Charumathi), Sabater-Lleal, M. (Maria), Felicita Sala, C. (Cinzia), Salomaa, V. (Veikko), Sandow, K. (Kevin), Schmidt, H. (Helena), Scott, L. J. (Laura J.), Scott, W. R. (William R.), Sedaghati-Khayat, B. (Bahareh), Sennblad, B. (Bengt), van Setten, J. (Jessica), Sever, P. J. (Peter J.), Sheu, W. H. (Wayne H-H), Shi, Y. (Yuan), Shrestha, S. (Smeeta), Shukla, S. R. (Sharvari Rahul), Sigurdsson, J. K. (Jon K.), Sikka, T. T. (Timo Tonis), Singh, J. R. (Jai Rup), Smith, B. H. (Blair H.), Stancakova, A. (Alena), Stanton, A. (Alice), Starr, J. M. (John M.), Stefansdottir, L. (Lilja), Straker, L. (Leon), Sulem, P. (Patrick), Sveinbjornsson, G. (Gardar), Swertz, M. A. (Morris A.), Taylor, A. M. (Adele M.), Taylor, K. D. (Kent D.), Terzikhan, N. (Natalie), Tham, Y.-C. (Yih-Chung), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tillander, A. (Annika), Tracy, R. P. (Russell P.), Tusie-Luna, T. (Teresa), Tzoulaki, I. (Ioanna), Vaccargiu, S. (Simona), Vangipurapu, J. (Jagadish), Veldink, J. H. (Jan H.), Vitart, V. (Veronique), Volker, U. (Uwe), Vuoksimaa, E. (Eero), Wakil, S. M. (Salma M.), Waldenberger, M. (Melanie), Wander, G. S. (Gurpreet S.), Wang, Y. X. (Ya Xing), Wareham, N. J. (Nicholas J.), Wild, S. (Sarah), Yajnik, C. S. (Chittaranjan S.), Yuan, J.-M. (Jian-Min), Zeng, L. (Lingyao), Zhang, L. (Liang), Zhou, J. (Jie), Amin, N. (Najaf), Asselbergs, F. W. (Folkert W.), Bakker, S. J. (Stephan J. L.), Becker, D. M. (Diane M.), Lehne, B. (Benjamin), Bennett, D. A. (David A.), van den Berg, L. H. (Leonard H.), Berndt, S. I. (Sonja I.), Bharadwaj, D. (Dwaipayan), Bielak, L. F. (Lawrence F.), Bochud, M. (Murielle), Boehnke, M. (Mike), Bouchard, C. (Claude), Bradfield, J. P. (Jonathan P.), Brody, J. A. (Jennifer A.), Campbell, A. (Archie), Carmi, S. (Shai), Caulfield, M. J. (Mark J.), Cesarini, D. (David), Chambers, J. C. (John C.), Chandak, G. R. (Giriraj Ratan), Cheng, C.-Y. (Ching-Yu), Ciullo, M. (Marina), Cornelis, M. (Marilyn), Cusi, D. (Daniele), Smith, G. D. (George Davey), Deary, I. J. (Ian J.), Dorajoo, R. (Rajkumar), van Duijn, C. M. (Cornelia M.), Ellinghaus, D. (David), Erdmann, J. (Jeanette), Eriksson, J. G. (Johan G.), Evangelou, E. (Evangelos), Evans, M. K. (Michele K.), Faul, J. D. (Jessica D.), Feenstra, B. (Bjarke), Feitosa, M. (Mary), Foisy, S. (Sylvain), Franke, A. (Andre), Friedlander, Y. (Yechiel), Gasparini, P. (Paolo), Gieger, C. (Christian), Gonzalez, C. (Clicerio), Goyette, P. (Philippe), Grant, S. F. (Struan F. A.), Griffiths, L. R. (Lyn R.), Groop, L. (Leif), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hakonarson, H. (Hakon), Hamsten, A. (Anders), van der Harst, P. (Pim), Heng, C.-K. (Chew-Kiat), Hicks, A. A. (Andrew A.), Hochner, H. (Hagit), Huikuri, H. (Heikki), Hunt, S. C. (Steven C.), Jaddoe, V. W. (Vincent W. V.), De Jager, P. L. (Philip L.), Johannesson, M. (Magnus), Johansson, A. (Asa), Jonas, J. B. (Jost B.), Jukema, J. W. (J. Wouter), Junttila, J. (Juhani), Kaprio, J. (Jaakko), Kardia, S. L. (Sharon L. R.), Karpe, F. (Fredrik), Kumari, M. (Meena), Laakso, M. (Markku), van der Laan, S. W. (Sander W.), Lahti, J. (Jari), Laudes, M. (Matthias), Lea, R. A. (Rodney A.), Lieb, W. (Wolfgang), Lumley, T. (Thomas), Martin, N. G. (Nicholas G.), Marz, W. (Winfried), Matullo, G. (Giuseppe), McCarthy, M. I. (Mark I.), Medland, S. E. (Sarah E.), Merriman, T. R. (Tony R.), Metspalu, A. (Andres), Meyer, B. F. (Brian F.), Mohlke, K. L. (Karen L.), Montgomery, G. W. (Grant W.), Mook-Kanamori, D. (Dennis), Munroe, P. B. (Patricia B.), North, K. E. (Kari E.), Nyholt, D. R. (Dale R.), O'connell, J. R. (Jeffery R.), Ober, C. (Carole), Oldehinkel, A. J. (Albertine J.), Palmas, W. (Walter), Palmer, C. (Colin), Pasterkamp, G. G. (Gerard G.), Patin, E. (Etienne), Pennell, C. E. (Craig E.), Perusse, L. (Louis), Peyser, P. A. (Patricia A.), Pirastu, M. (Mario), Polderman, T. J. (Tinca J. C.), Porteous, D. J. (David J.), Posthuma, D. (Danielle), Psaty, B. M. (Bruce M.), Rioux, J. D. (John D.), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J. I. (Jerome I.), Rudan, I. (Igor), Den Ruijter, H. M. (Hester M.), Sanghera, D. K. (Dharambir K.), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M. B. (Matthias B.), Schunkert, H. (Heribert), Scott, R. A. (Robert A.), Shuldiner, A. R. (Alan R.), Sim, X. (Xueling), Small, N. (Neil), Smith, J. A. (Jennifer A.), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N. J. (Nicholas J.), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C. A. (Carol A.), Weir, D. R. (David R.), Whitfield, J. B. (John B.), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B. S. (Babette S.), Zonderman, A. B. (Alan B.), Perola, M. (Markus), Magnusson, P. K. (Patrik K. E.), Uitterlinden, A. G. (Andre G.), Kooner, J. S. (Jaspal S.), Chasman, D. I. (Daniel I.), Loos, R. J. (Ruth J. F.), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. S. (Chris S.), Hayward, C. (Caroline), Walters, R. G. (Robin G.), Perry, J. R. (John R. B.), Esko, T. (Tonu), Helgason, A. (Agnar), Stefansson, K. (Kari), Joshi, P. K. (Peter K.), Kubo, M. (Michiaki), Wilson, J. F. (James F.), Clark, D. W. (David W.), Okada, Y. (Yukinori), Moore, K. H. (Kristjan H. S.), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C. L. (Catriona L. K.), Lin, K. (Kuang), Zhao, J. H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T. M. (Traci M.), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M. J. (Matthew J.), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D. L. (Diana L.), Dekker, A. M. (Annelot M.), Eccles, D. A. (David A.), Van Eijk, K. R. (Kristel R.), Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S. D. (Scott D.), de Haan, H. G. (Hugoline G.), Harris, S. E. (Sarah E.), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. E. (Iris E.), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M. E. (Marcus E.), Li, S. A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M. E. (May E.), van der Most, P. J. (Peter J.), Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R. B. (Rashmi B.), Priyanka, T. D. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B. R. (Bishwa R.), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M. C. (Melissa C.), Smith, A. V. (Albert Vernon), van der Spek, A. (Ashley), Spracklen, C. N. (Cassandra N.), Strawbridge, R. J. (Rona J.), Tajuddin, S. M. (Salman M.), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. R. (Helen R.), Wootton, R. E. (Robyn E.), Yanek, L. R. (Lisa R.), Yao, J. (Jie), Yousri, N. A. (Noha A.), Zhao, W. (Wei), Adeyemo, A. A. (Adebowale A.), Afaq, S. (Saima), Alberto Aguilar-Salinas, C. (Carlos), Akiyama, M. (Masato), Albert, M. L. (Matthew L.), Allison, M. A. (Matthew A.), Alver, M. (Maris), Aung, T. (Tin), Azizi, F. (Fereidoun), Bentley, A. R. (Amy R.), Boeing, H. (Heiner), Boerwinkle, E. (Eric), Borja, J. B. (Judith B.), de Borst, G. J. (Gert J.), Bottinger, E. P. (Erwin P.), Broer, L. (Linda), Campbell, H. (Harry), Chanock, S. (Stephen), Chee, M.-L. (Miao-Li), Chen, G. (Guanjie), Chen, Y. I. (Yii-Der I.), Chen, Z. (Zhengming), Chiu, Y.-F. (Yen-Feng), Cocca, M. (Massimiliano), Collins, F. S. (Francis S.), Concas, M. P. (Maria Pina), Corley, J. (Janie), Cugliari, G. (Giovanni), Van Dam, R. M. (Rob M.), Damulina, A. (Anna), Daneshpour, M. S. (Maryam S.), Day, F. R. (Felix R.), Delgado, G. E. (Graciela E.), Dhana, K. (Klodian), Doney, A. S. (Alexander S. F.), Doerr, M. (Marcus), Doumatey, A. P. (Ayo P.), Dzimiri, N. (Nduna), Ebenesersdottir, S. S. (S. Sunna), Elliott, J. (Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J. F. (Janine F.), Fischer, K. (Krista), Freedman, B. I. (Barry I.), Girotto, G. (Giorgia), Goel, A. (Anuj), Gogele, M. (Martin), Goodarzi, M. O. (Mark O.), Graff, M. (Mariaelisa), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D. F. (Daniel F.), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S. P. (Saskia P.), Haiman, C. A. (Christopher A.), Halevy, A. (Avner), Harris, T. B. (Tamara B.), Hedayati, M. (Mehdi), van Heel, D. A. (David A.), Hirata, M. (Makoto), Hofer, I. (Imo), Hsiung, C. A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M. A. (M. Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N. D. (Nicola D.), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C. C. (Chiea Chuen), de Kleijn, D. P. (Dominique P. V.), Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Kramer, B. K. (Bernhard K.), Kutalik, Z. (Zoltan), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L. J. (Lenore J.), Lawlor, D. A. (Deborah A.), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. M. (Markus M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S. J. (Stephanie J.), Loomis, S. (Stephanie), Lu, Y. (Yingchang), Luan, J. (Jian'an), Magi, R. (Reedik), Manichaikul, A. W. (Ani W.), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X. W. (Xue W.), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I. Y. (Iona Y.), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (Pierre-Emmanuel), Moreno-Macias, H. (Hortensia), Mori, T. A. (Trevor A.), Morrison, A. C. (Alanna C.), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A. D. (Alison D.), de Mutsert, R. (Renee), Mychaleckyj, J. C. (Josyf C.), Nalls, M. A. (Mike A.), Nauck, M. (Matthias), Neville, M. J. (Matt J.), Nolte, I. M. (Ilja M.), Ong, K. K. (Ken K.), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Palsson, G. (Gunnar), Pankow, J. S. (James S.), Pattaro, C. (Cristian), Pattie, A. (Alison), Polasek, O. (Ozren), Poulter, N. (Neil), Pramstaller, P. P. (Peter P.), Quintana-Murci, L. (Lluis), Raikkonen, K. (Katri), Ralhan, S. (Sarju), Rao, D. C. (Dabeeru C.), van Rheenen, W. (Wouter), Rich, S. S. (Stephen S.), Ridker, P. M. (Paul M.), Rietveld, C. A. (Cornelius A.), Robino, A. (Antonietta), van Rooij, F. J. (Frank J. A.), Ruggiero, D. (Daniela), Saba, Y. (Yasaman), Sabanayagam, C. (Charumathi), Sabater-Lleal, M. (Maria), Felicita Sala, C. (Cinzia), Salomaa, V. (Veikko), Sandow, K. (Kevin), Schmidt, H. (Helena), Scott, L. J. (Laura J.), Scott, W. R. (William R.), Sedaghati-Khayat, B. (Bahareh), Sennblad, B. (Bengt), van Setten, J. (Jessica), Sever, P. J. (Peter J.), Sheu, W. H. (Wayne H-H), Shi, Y. (Yuan), Shrestha, S. (Smeeta), Shukla, S. R. (Sharvari Rahul), Sigurdsson, J. K. (Jon K.), Sikka, T. T. (Timo Tonis), Singh, J. R. (Jai Rup), Smith, B. H. (Blair H.), Stancakova, A. (Alena), Stanton, A. (Alice), Starr, J. M. (John M.), Stefansdottir, L. (Lilja), Straker, L. (Leon), Sulem, P. (Patrick), Sveinbjornsson, G. (Gardar), Swertz, M. A. (Morris A.), Taylor, A. M. (Adele M.), Taylor, K. D. (Kent D.), Terzikhan, N. (Natalie), Tham, Y.-C. (Yih-Chung), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tillander, A. (Annika), Tracy, R. P. (Russell P.), Tusie-Luna, T. (Teresa), Tzoulaki, I. (Ioanna), Vaccargiu, S. (Simona), Vangipurapu, J. (Jagadish), Veldink, J. H. (Jan H.), Vitart, V. (Veronique), Volker, U. (Uwe), Vuoksimaa, E. (Eero), Wakil, S. M. (Salma M.), Waldenberger, M. (Melanie), Wander, G. S. (Gurpreet S.), Wang, Y. X. (Ya Xing), Wareham, N. J. (Nicholas J.), Wild, S. (Sarah), Yajnik, C. S. (Chittaranjan S.), Yuan, J.-M. (Jian-Min), Zeng, L. (Lingyao), Zhang, L. (Liang), Zhou, J. (Jie), Amin, N. (Najaf), Asselbergs, F. W. (Folkert W.), Bakker, S. J. (Stephan J. L.), Becker, D. M. (Diane M.), Lehne, B. (Benjamin), Bennett, D. A. (David A.), van den Berg, L. H. (Leonard H.), Berndt, S. I. (Sonja I.), Bharadwaj, D. (Dwaipayan), Bielak, L. F. (Lawrence F.), Bochud, M. (Murielle), Boehnke, M. (Mike), Bouchard, C. (Claude), Bradfield, J. P. (Jonathan P.), Brody, J. A. (Jennifer A.), Campbell, A. (Archie), Carmi, S. (Shai), Caulfield, M. J. (Mark J.), Cesarini, D. (David), Chambers, J. C. (John C.), Chandak, G. R. (Giriraj Ratan), Cheng, C.-Y. (Ching-Yu), Ciullo, M. (Marina), Cornelis, M. (Marilyn), Cusi, D. (Daniele), Smith, G. D. (George Davey), Deary, I. J. (Ian J.), Dorajoo, R. (Rajkumar), van Duijn, C. M. (Cornelia M.), Ellinghaus, D. (David), Erdmann, J. (Jeanette), Eriksson, J. G. (Johan G.), Evangelou, E. (Evangelos), Evans, M. K. (Michele K.), Faul, J. D. (Jessica D.), Feenstra, B. (Bjarke), Feitosa, M. (Mary), Foisy, S. (Sylvain), Franke, A. (Andre), Friedlander, Y. (Yechiel), Gasparini, P. (Paolo), Gieger, C. (Christian), Gonzalez, C. (Clicerio), Goyette, P. (Philippe), Grant, S. F. (Struan F. A.), Griffiths, L. R. (Lyn R.), Groop, L. (Leif), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hakonarson, H. (Hakon), Hamsten, A. (Anders), van der Harst, P. (Pim), Heng, C.-K. (Chew-Kiat), Hicks, A. A. (Andrew A.), Hochner, H. (Hagit), Huikuri, H. (Heikki), Hunt, S. C. (Steven C.), Jaddoe, V. W. (Vincent W. V.), De Jager, P. L. (Philip L.), Johannesson, M. (Magnus), Johansson, A. (Asa), Jonas, J. B. (Jost B.), Jukema, J. W. (J. Wouter), Junttila, J. (Juhani), Kaprio, J. (Jaakko), Kardia, S. L. (Sharon L. R.), Karpe, F. (Fredrik), Kumari, M. (Meena), Laakso, M. (Markku), van der Laan, S. W. (Sander W.), Lahti, J. (Jari), Laudes, M. (Matthias), Lea, R. A. (Rodney A.), Lieb, W. (Wolfgang), Lumley, T. (Thomas), Martin, N. G. (Nicholas G.), Marz, W. (Winfried), Matullo, G. (Giuseppe), McCarthy, M. I. (Mark I.), Medland, S. E. (Sarah E.), Merriman, T. R. (Tony R.), Metspalu, A. (Andres), Meyer, B. F. (Brian F.), Mohlke, K. L. (Karen L.), Montgomery, G. W. (Grant W.), Mook-Kanamori, D. (Dennis), Munroe, P. B. (Patricia B.), North, K. E. (Kari E.), Nyholt, D. R. (Dale R.), O'connell, J. R. (Jeffery R.), Ober, C. (Carole), Oldehinkel, A. J. (Albertine J.), Palmas, W. (Walter), Palmer, C. (Colin), Pasterkamp, G. G. (Gerard G.), Patin, E. (Etienne), Pennell, C. E. (Craig E.), Perusse, L. (Louis), Peyser, P. A. (Patricia A.), Pirastu, M. (Mario), Polderman, T. J. (Tinca J. C.), Porteous, D. J. (David J.), Posthuma, D. (Danielle), Psaty, B. M. (Bruce M.), Rioux, J. D. (John D.), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J. I. (Jerome I.), Rudan, I. (Igor), Den Ruijter, H. M. (Hester M.), Sanghera, D. K. (Dharambir K.), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M. B. (Matthias B.), Schunkert, H. (Heribert), Scott, R. A. (Robert A.), Shuldiner, A. R. (Alan R.), Sim, X. (Xueling), Small, N. (Neil), Smith, J. A. (Jennifer A.), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N. J. (Nicholas J.), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C. A. (Carol A.), Weir, D. R. (David R.), Whitfield, J. B. (John B.), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B. S. (Babette S.), Zonderman, A. B. (Alan B.), Perola, M. (Markus), Magnusson, P. K. (Patrik K. E.), Uitterlinden, A. G. (Andre G.), Kooner, J. S. (Jaspal S.), Chasman, D. I. (Daniel I.), Loos, R. J. (Ruth J. F.), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. S. (Chris S.), Hayward, C. (Caroline), Walters, R. G. (Robin G.), Perry, J. R. (John R. B.), Esko, T. (Tonu), Helgason, A. (Agnar), Stefansson, K. (Kari), Joshi, P. K. (Peter K.), Kubo, M. (Michiaki), and Wilson, J. F. (James F.)

Abstract

In many species, the offspring of related parents suffer reduced reproductive success, a phenomenon known as inbreeding depression. In humans, the importance of this effect has remained unclear, partly because reproduction between close relatives is both rare and frequently associated with confounding social factors. Here, using genomic inbreeding coefficients (FROH) for >1.4 million individuals, we show that FROH is significantly associated (p < 0.0005) with apparently deleterious changes in 32 out of 100 traits analysed. These changes are associated with runs of homozygosity (ROH), but not with common variant homozygosity, suggesting that genetic variants associated with inbreeding depression are predominantly rare. The effect on fertility is striking: FROH equivalent to the offspring of first cousins is associated with a 55% decrease [95% CI 44–66%] in the odds of having children. Finally, the effects of FROH are confirmed within full-sibling pairs, where the variation in FROH is independent of all environmental confounding.

Published
2019

32. Contributory presentations/posters

Author

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S., Kombrabail, Mamata H., Aravamudhan, S., Venegas-Cotero, Berenice, Blake, Ivan Ortega, Zhou, Han-qing, Hu, Xiao-jian, Zhang, Zhi-hong, Feng, Hang-fang, Cheng, Wei-ying, Zalyvsky, I. A., Dubitsky, L. O., Vovkanvch, L. S., Savio-Galimberti, E., Ponce-Homos, J. E., Bonazzola, P., Capurro, Claudia, Parisi, Mario, Toriano, Roxana, Thomas, David D., Ready, Laxma G., Jones, Larry R., Tashmukhamedov, B. A., Sagdullaev, B. T., Heitzmann, D., Bleich, M., Warth, R., Ferreira, H. G., Ferreira, K. T. G., Greger, R., Parola, Abraham H., Alfahel, Essa, Zagoory, Orna, Priel, Zvi, Hama-Inaba, H., Ohyama, H., Hayata, I., Choi, K., Haginoya, K., Mori, M., Wang, R., Yukawa, O., Nakajima, T., Joshi, Nanda B., Kannurpatti, Sridhar K., Sinha, Mau, Joshi, Preeti G., Bei, Ling, Hu, Tianhui, Shen, Xun, Knetsch, Menno L. W., Schäfers, Nicole, Sandblom, John, Galvanovskis, Juris, Kovacs, Eugenia, Dinu, Alexandra, Pologea-Moraru, Roxana, Sanghvi, S. H., Jazbinšek, V., Tronteli, Z., Thiel, G., Wübeller, G., Müller, W., Brumen, Milan, Fajmut, Leš, Marhl, Marko, Volotovski, I. D., Sokolovski, S. G., Knight, M. R., Chalyi, Alexander V., Vasilʼev, Alexei N., Sharma, P., Pant, H. C., Sharma, M., Amin, N. D., Albers, R. W., Steinbach, P. J., Barchir, J., Balasubramanyam, M., Gardner, J. P., Condrescu, M., Pilarczyk, Gotz, Greulich, K. O., Monajembashi, Shamci, El-Awadi, A. I., El-Refaei, F. M., Talaat, M. M., Ali, F. M., Zahradniková, Alexandra, Tahradník, Ivan, Pavelková, Jana, Zhorov, Boris S., Ananthanaravanan, Vettai S., Weiss, D. G., Martin, D., Gornik, E., Neu, E., Michailov, Ch. M., Welscher, U., Seidenbusch, W., Jellali, A., Pattnaik, B. R., Hicks, D., Dreyfus, H., Sahel, J., Picaud, S., Forster, V., Wang, Hong-Wei, Sui, Sen-fang, Luther, Pradeep K., Morris, Ed, Barry, John, Squire, John, Sundari, Sivakama C., Balasubramanian, D., Christlet, Hema Thanka T., Veluraia, K., Suresh, Xavier M., Laretta-Garde, V., Krilov, Dubravka, Herak, Janko N., Stojanović, Nataša, Ferrone, Frank A., Ivanova, Maria, Jasuja, Ravi, Mirchev, Rossen, Stopar, David, Wolfs, Cor J. A. M., Hemminga, Marcus A., Spruijt, Ruud B., Arcovito, G., De Spirito, M., Frank, Joachim, Heagle, Amy B., Grassucci, Robert, Penczek, Pawel, Agrawal, Rajendra K., Sharma, Manjuli R., Wagenknecht, Terence, Jeyakumar, Loice H., Fleischer, Sidney, Knupp, Carlo, Squire, John M., Ezra, Eric, Munro, Peter M. G., Kitazawa, Hidefumi, Ichihara, Koji, Itoh, Tomohiko J., Iguchi, Yusuke, Pifat, Greta, Kveder, Marina, Pečar, Slavko, Schara, Milan, Nair, Deepak, Singh, Kavita, Rao, Kanury V. S., Sundaravadivel, B., Jain, Deepti, Kaur, Kanwaljeet, Salunke, D. M., Goel, Manisha, Kovalenko, E. I., Semenkova, G. N., Cherenkevich, S. N., Loganathan, D., Lakshmanan, T., Sriram, D., Srinivasan, S., Lebrón, J. A., Bjorkman, P. J., Ramalingam, T. S., Singh, A. K., Gayatri, T. N., Bisch, Paulo M., Caffarena, Ernesto R., Grigera, Raul J., Fromherz, P., Kiessling, V., Suresh, C. G., Rao, K. N., Khan, M. I., Gaikwad, S. M., Elanthiraiyan, M., Kaliannan, P., Payne, J., Chadha, K., Ambrus, J. L., Nair, M. P. N., Nair, Madhavan P. N., Hewitt, R., Schwartz, S. A., Mahajan, S., Macherel, D., Bourguignon, J., Neuburger, M., Douce, R., Cohen-Addad, C., Faure, M., Ober, R., Sieker, L., Gurumurthy, D. S., Velmurugan, S., Lobo, Z., Phadke, Ratna S., Desai, Prashant, Alieva, D. R., Guseinova, I. M., Zulfugarov, I. S., Aliev, J. A., Ismayilov, M. A., Novruzova, S. N., Savchenko, T. V., Suleimanov, Yu. S., Bartošková, Hana, Nauš, Jan, Ilík, Petr, Kouřil, Roman, Vidyasagar, P. B., Thomas, Sarah, Gaikwad, Jvoti U., Cseh, Z., Mustárdy, L., Garab, G., Simidjiev, I., Rajagopal, S., Várkonyi, Zs., Holzenburg, A., Stoylova, S., Papp, E., Millar, D. P., Bruder, R., Woo, T. T., Genick, U. K., Gerwert, K., Jávorfí, Tamás, Garab, Győző, Naqvi, Razi K., Gaikwad, Jyoti, Kalimullah, Md., Semwal, Manoj, Naus, Man, Ilik, Petr, Kouril, Roman, Horváth, Gábor, Bernard, Gary D., Pomozi, István, Wehner, Rüdiger, Damjanović, Ana, Schulten, Klaus, Ritz, Thorsten, Yandao, Gong, Jushuo, Wang, Nanming, Zhao, Jixiu, Shan, Freiberg, Arvi, Timpmann, Kõu, Woodbury, Neal W., Ruus, Rein, Nemtseva, E. V., Kudryasheva, N. S., Sizykh, A. G., Tikhomirov, A. A., Nesterenko, T. V., Shikhov, V. N., Forti, Giorgio, Furia, Alberto, Finazzi, Giovanni, Barbagallo, Romina Paola, Agalarov, R., Gasanov, R., Iskenderova, S., Nobuhiro, G. O., Osamu, Miyashita, Ramrakhiani, M., Soni, R. K., Yoshida, Masasuke, Akutsu, Hideo, Yagi, Hiromasa, Tozawa, Kacko, Sekino, Nobuaki, Iwabuchi, Tomoyuki, Kaulen, A. D., Avetisyan, A. V., Feniouk, B. A., Skulachev, V. P., Breyton, Cécile, Kühlbrandt, Werner, Gräslund, Astrid, Assarsson, Maria, Libisch, B., Horváth, G., Gombos, Z., Budagovskaya, N. V., Kudryasheva, N., Fukunishi, Arima, Harada, Erisa, Fukuoka, Yuki, Ohmura, Tomoaki, Kawai, Gota, Watanabe, Kimitsuna, Žekš, Boštjan, Božič, Bojan, Derganc, Jure, Svetina, Saša, Hoh, J. F. Y., Li, Z. B., Rossmanith, G. H., Frederix, P. L. T. M., de Beer, E. L., Treijtel, B. W., Blangè, T., Galtet, F., Hénon, S., Isabey, D., Planus, E., Laurent, V., Rath, L. S., Raval, M. K., Dash, P. K., Ramakrishnan, C., Balaram, R., Basak, Kanika, Balaban, Alexandra T., Nandy, Ashesh, Grunwald, Gregory D., Vracko, Marjan, Randic, Milan, Basak, Subhash C., Amic, Dragan, Beslo, Drago, Trinajstic, Nenad, Nikolic, Sonja, Walahaw, J., Lensink, Marc F. J., Reddy, Boojala V. B., Shindylov, Ilya N., Bourne, Philip E., Grigera, J. R., de Xammar Oro, J., Donnamaria, M. C., Neagu, Monica, Neagu, Adrian, Janežič, Dušanka, Praprotnik, Matej, Nilsson, Lennart, Mark, Pekka, Fata, La L., Dardenne, Laurent E., Werneck, Araken S., Neto, Marçal de O., Kannan, N., Vishveshwara, S., Veluraja, K., Opitz, David, Balasubramanian, Krishnan, Gute, Brian D., Mills, Denise, Lungeanu, Diana, Mihalas, G. I., Macovievici, G., Gruia, Raluca, Dalcin, B., Cortez-Maghelly, C., Passos, E. P., Ljubisavljevic, M., Blesic, S., Milosevic, S., Stratimirovic, D. J., Bachhawat, Nandita, Mande, Shekhar C., Nandy, A., Nishigaki, Koichi, Saito, Ayumu, Naimuddin, Mohammed, Takaesu, Hirotomo, Ono, Mitsuo, Hirokawa, Takatsugu, Eissa, A. M., Ahmed, Abdalla S., El Gohary, M. I., Nakashima, Hiroshi, Raghava, G. P. S., Kurgalvuk, N., Goryn, O., Gerstman, Bernard S., Kratasyuk, V. A., Esimbekova, E. N., Gritsenko, E. V., Remmel, N. N., Maznyak, O. M., German, A., Tikhonov, A., Tchitchkan, D., Koulchitsky, S., Pashkevich, S., Pletnev, S., Kulchitsky, V., Pesotskaya, Y., Shapiro, Erik M., Borthakur, Arijitt, Dimitrov, Ivan, Leigh, John S., Rizi, Rahim, Reddy, Ravinder, Charagundla, Sridhar, Duvvuri, Umamaheswar, Degaonkar, M., Khubchandani, M., Kumar, Mahesh, Jagannathan, N R., Raghunathan, P., Jayasundar, Rama, Coshic, O., Rath, O. K., Julka, P. K., Iliescu, Karina Roxana, Sajin, Maria, Petcu, Ileana, Moisoi, Nicolcta, Kuzmenko, A. I., Donchenko, G. V., Nikolenko, I. A., Morozova, R. P., Rahman, M. K., Ahmed, M. M., Watanabe, Takehiro, Uretzky, G., Ammar, R., Sharony, R., Rubin, Y., Gilboa, H., Mallick, H. N., Kumar, Mohan V., Begum, Gulnaz M., Degaonkar, Mahaveer N., Govindasamy, S., Kumosani, T. A., Lupusoru, C., Titescu, G., Haulica, I., Stefanescu, I., Iliescu, R., Nastasa, V., Bild, W., Khetawat, Gopal, Nealen, M., Faraday, N., Bray, P. F., Noga, S., Lycholat, E. A., Ananieva, T. V., Kosevich, M V., Stepanyan, S. G., Antonyuk, S. V., Khachatryan, A., Kumar, A., Arakelian, H., Khachatryan, R., Agadjanyan, S., Ayrapetyan, S., Mkheyan, V., Rajan, S. S., Kabaleeswaran, V., Gopalakrishnan, Geetha, Govindachari, T. R., Ramrakhiani, Meera, Cullen, David C., Lowe, Phillip, Badley, Andrew, Hermel, H., Möhwald, H., Schmahl, W., Singh, Anil K., Das, Joydip, Majumdar, Nirmalya, Dér, András, Oroszi, László, Kelemen, Loránd, Ormos, Pál, Hámori, András, Ramsden, Jeremy J., Mitra, Chanchal K., Savitri, D., Yanagida, Toshio, Esaki, Seiji, Sowa, Yosiyuki, Nishida, Tomoyuki, Kimura, Yuji, Radu, M., Laukhina, E. E., Kasumova, L. A., Koltover, V. K., Bubnov, V. P., Estrin, Ya. I., Dotta, Rajiv, Zahradník, Ivan, Marko, Milan, Novák, Pavel, Miyata, Hidetake, Hirata, Hiroaki, Sengupta, P., Maiti, S., Balaji, J., Banerjee, S., Barker, A. L., Winlove, C. P., OʼHare, D., Macpherson, J. V., Gonsalves, M., Unwin, P. R., Phillip, R., Kumar, Ravindra G., Murata, K., Nagayaka, K., Danev, R., Sugitani, S., Gősch, Michael, Thyberg, P., Földes-Papp, Z., Björk, G., Blom, H., Holm, J., Heino, T., Inagaki, Fuyuhiko, Yokochi, Masashi, Kusunoki, Masami, Matthews, E. K., Pines, J., Chukova, Yu. P., Koltover, Vitaly K., Kang, B. P. S., Bansal, Geetanjali, Bansal, M. P., Singh, U., Singh, Uma, Nakata, Kotoko, Nakano, Tastuya, Kaminuma, Tsuguchika, Kirn, Bonn, Potocnik, Neja, Stare, Vito, Shukla, Latal, Sastry, M. D., Natarajan, V., Devasagayam, T. P. A., Kesavan, P. C., Sayfutdinov, R., Degermendzhy, A. G., Adamovich, V. V., Rogozin, Yu. D., Khetrapal, C. L., Gowda, G. A. Nagana, Ghimire, Kedar Nath, Masaru, Ishida, Fujita, H., Ishiwata, S., Suzuki, M., Kawahara, S., Kirino, Y., Kishimoto, Y., Mori, H., Mishina, M., Ohshima, H., Dukhin, A. S., Goetz, P. J., Shilov, V. N., and Mishra, R. K.

Published
1999
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33. Erratum: Sequence data and association statistics from 12,940 type 2 diabetes cases and controls.

Author

Flannick, J, Fuchsberger, C, Mahajan, A, Teslovich, TM, Agarwala, V, Gaulton, KJ, Caulkins, L, Koesterer, R, Ma, C, Moutsianas, L, McCarthy, DJ, Rivas, MA, Perry, JRB, Sim, X, Blackwell, TW, Robertson, NR, Rayner, NW, Cingolani, P, Locke, AE, Tajes, JF, Highland, HM, Dupuis, J, Chines, PS, Lindgren, CM, Hartl, C, Jackson, AU, Chen, H, Huyghe, JR, van de Bunt, M, Pearson, RD, Kumar, A, Mueller-Nurasyid, M, Grarup, N, Stringham, HM, Gamazon, ER, Lee, J, Chen, Y, Scott, RA, Below, JE, Chen, P, Huang, J, Go, MJ, Stitzel, ML, Pasko, D, Parker, SCJ, Varga, TV, Green, T, Beer, NL, Day-Williams, AG, Ferreira, T, Fingerlin, T, Horikoshi, M, Hu, C, Huh, I, Ikram, MK, Kim, B-J, Kim, Y, Kim, YJ, Kwon, M-S, Lee, S, Lin, K-H, Maxwell, TJ, Nagai, Y, Wang, X, Welch, RP, Yoon, J, Zhang, W, Barzilai, N, Voight, BF, Han, B-G, Jenkinson, CP, Kuulasmaa, T, Kuusisto, J, Manning, A, Ng, MCY, Palmer, ND, Balkau, B, Stancakova, A, Abboud, HE, Boeing, H, Giedraitis, V, Prabhakaran, D, Gottesman, O, Scott, J, Carey, J, Kwan, P, Grant, G, Smith, JD, Neale, BM, Purcell, S, Butterworth, AS, Howson, JMM, Lee, HM, Lu, Y, Kwak, S-H, Zhao, W, Danesh, J, Lam, VKL, Park, KS, Saleheen, D, So, WY, Tam, CHT, Afzal, U, Aguilar, D, Arya, R, Aung, T, Chan, E, Navarro, C, Cheng, C-Y, Palli, D, Correa, A, Curran, JE, Rybin, D, Farook, VS, Fowler, SP, Freedman, BI, Griswold, M, Hale, DE, Hicks, PJ, Khor, C-C, Kumar, S, Lehne, B, Thuillier, D, Lim, WY, Liu, J, Loh, M, Musani, SK, Puppala, S, Scott, WR, Yengo, L, Tan, S-T, Taylor, HA, Thameem, F, Wilson, G, Wong, TY, Njolstad, PR, Levy, JC, Mangino, M, Bonnycastle, LL, Schwarzmayr, T, Fadista, J, Surdulescu, GL, Herder, C, Groves, CJ, Wieland, T, Bork-Jensen, J, Brandslund, I, Christensen, C, Koistinen, HA, Doney, ASF, Kinnunen, L, Esko, T, Farmer, AJ, Hakaste, L, Hodgkiss, D, Kravic, J, Lyssenko, V, Hollensted, M, Jorgensen, ME, Jorgensen, T, Ladenvall, C, Justesen, JM, Karajamaki, A, Kriebel, J, Rathmann, W, Lannfelt, L, Lauritzen, T, Narisu, N, Linneberg, A, Melander, O, Milani, L, Neville, M, Orho-Melander, M, Qi, L, Qi, Q, Roden, M, Rolandsson, O, Swift, A, Rosengren, AH, Stirrups, K, Wood, AR, Mihailov, E, Blancher, C, Carneiro, MO, Maguire, J, Poplin, R, Shakir, K, Fennell, T, DePristo, M, de Angelis, MH, Deloukas, P, Gjesing, AP, Jun, G, Nilsson, PM, Murphy, J, Onofrio, R, Thorand, B, Hansen, T, Meisinger, C, Hu, FB, Isomaa, B, Karpe, F, Liang, L, Peters, A, Huth, C, O'Rahilly, SP, Palmer, CNA, Pedersen, O, Rauramaa, R, Tuomilehto, J, Salomaa, V, Watanabe, RM, Syvanen, A-C, Bergman, RN, Bharadwaj, D, Bottinger, EP, Cho, YS, Chandak, GR, Chan, JC, Chia, KS, Daly, MJ, Ebrahim, SB, Langenberg, C, Elliott, P, Jablonski, KA, Lehman, DM, Jia, W, Ma, RCW, Pollin, TI, Sandhu, M, Tandon, N, Froguel, P, Barroso, I, Teo, YY, Zeggini, E, Loos, RJF, Small, KS, Ried, JS, DeFronzo, RA, Grallert, H, Glaser, B, Metspalu, A, Wareham, NJ, Walker, M, Banks, E, Gieger, C, Ingelsson, E, Im, HK, Illig, T, Franks, PW, Buck, G, Trakalo, J, Buck, D, Prokopenko, I, Magi, R, Lind, L, Farjoun, Y, Owen, KR, Gloyn, AL, Strauch, K, Tuomi, T, Kooner, JS, Lee, J-Y, Park, T, Donnelly, P, Morris, AD, Hattersley, AT, Bowden, DW, Collins, FS, Atzmon, G, Chambers, JC, Spector, TD, Laakso, M, Strom, TM, Bell, GI, Blangero, J, Duggirala, R, Tai, E, McVean, G, Hanis, CL, Wilson, JG, Seielstad, M, Frayling, TM, Meigs, JB, Cox, NJ, Sladek, R, Lander, ES, Gabriel, S, Mohlke, KL, Meitinger, T, Groop, L, Abecasis, G, Scott, LJ, Morris, AP, Kang, HM, Altshuler, D, Burtt, NP, Florez, JC, Boehnke, M, McCarthy, MI, Flannick, J, Fuchsberger, C, Mahajan, A, Teslovich, TM, Agarwala, V, Gaulton, KJ, Caulkins, L, Koesterer, R, Ma, C, Moutsianas, L, McCarthy, DJ, Rivas, MA, Perry, JRB, Sim, X, Blackwell, TW, Robertson, NR, Rayner, NW, Cingolani, P, Locke, AE, Tajes, JF, Highland, HM, Dupuis, J, Chines, PS, Lindgren, CM, Hartl, C, Jackson, AU, Chen, H, Huyghe, JR, van de Bunt, M, Pearson, RD, Kumar, A, Mueller-Nurasyid, M, Grarup, N, Stringham, HM, Gamazon, ER, Lee, J, Chen, Y, Scott, RA, Below, JE, Chen, P, Huang, J, Go, MJ, Stitzel, ML, Pasko, D, Parker, SCJ, Varga, TV, Green, T, Beer, NL, Day-Williams, AG, Ferreira, T, Fingerlin, T, Horikoshi, M, Hu, C, Huh, I, Ikram, MK, Kim, B-J, Kim, Y, Kim, YJ, Kwon, M-S, Lee, S, Lin, K-H, Maxwell, TJ, Nagai, Y, Wang, X, Welch, RP, Yoon, J, Zhang, W, Barzilai, N, Voight, BF, Han, B-G, Jenkinson, CP, Kuulasmaa, T, Kuusisto, J, Manning, A, Ng, MCY, Palmer, ND, Balkau, B, Stancakova, A, Abboud, HE, Boeing, H, Giedraitis, V, Prabhakaran, D, Gottesman, O, Scott, J, Carey, J, Kwan, P, Grant, G, Smith, JD, Neale, BM, Purcell, S, Butterworth, AS, Howson, JMM, Lee, HM, Lu, Y, Kwak, S-H, Zhao, W, Danesh, J, Lam, VKL, Park, KS, Saleheen, D, So, WY, Tam, CHT, Afzal, U, Aguilar, D, Arya, R, Aung, T, Chan, E, Navarro, C, Cheng, C-Y, Palli, D, Correa, A, Curran, JE, Rybin, D, Farook, VS, Fowler, SP, Freedman, BI, Griswold, M, Hale, DE, Hicks, PJ, Khor, C-C, Kumar, S, Lehne, B, Thuillier, D, Lim, WY, Liu, J, Loh, M, Musani, SK, Puppala, S, Scott, WR, Yengo, L, Tan, S-T, Taylor, HA, Thameem, F, Wilson, G, Wong, TY, Njolstad, PR, Levy, JC, Mangino, M, Bonnycastle, LL, Schwarzmayr, T, Fadista, J, Surdulescu, GL, Herder, C, Groves, CJ, Wieland, T, Bork-Jensen, J, Brandslund, I, Christensen, C, Koistinen, HA, Doney, ASF, Kinnunen, L, Esko, T, Farmer, AJ, Hakaste, L, Hodgkiss, D, Kravic, J, Lyssenko, V, Hollensted, M, Jorgensen, ME, Jorgensen, T, Ladenvall, C, Justesen, JM, Karajamaki, A, Kriebel, J, Rathmann, W, Lannfelt, L, Lauritzen, T, Narisu, N, Linneberg, A, Melander, O, Milani, L, Neville, M, Orho-Melander, M, Qi, L, Qi, Q, Roden, M, Rolandsson, O, Swift, A, Rosengren, AH, Stirrups, K, Wood, AR, Mihailov, E, Blancher, C, Carneiro, MO, Maguire, J, Poplin, R, Shakir, K, Fennell, T, DePristo, M, de Angelis, MH, Deloukas, P, Gjesing, AP, Jun, G, Nilsson, PM, Murphy, J, Onofrio, R, Thorand, B, Hansen, T, Meisinger, C, Hu, FB, Isomaa, B, Karpe, F, Liang, L, Peters, A, Huth, C, O'Rahilly, SP, Palmer, CNA, Pedersen, O, Rauramaa, R, Tuomilehto, J, Salomaa, V, Watanabe, RM, Syvanen, A-C, Bergman, RN, Bharadwaj, D, Bottinger, EP, Cho, YS, Chandak, GR, Chan, JC, Chia, KS, Daly, MJ, Ebrahim, SB, Langenberg, C, Elliott, P, Jablonski, KA, Lehman, DM, Jia, W, Ma, RCW, Pollin, TI, Sandhu, M, Tandon, N, Froguel, P, Barroso, I, Teo, YY, Zeggini, E, Loos, RJF, Small, KS, Ried, JS, DeFronzo, RA, Grallert, H, Glaser, B, Metspalu, A, Wareham, NJ, Walker, M, Banks, E, Gieger, C, Ingelsson, E, Im, HK, Illig, T, Franks, PW, Buck, G, Trakalo, J, Buck, D, Prokopenko, I, Magi, R, Lind, L, Farjoun, Y, Owen, KR, Gloyn, AL, Strauch, K, Tuomi, T, Kooner, JS, Lee, J-Y, Park, T, Donnelly, P, Morris, AD, Hattersley, AT, Bowden, DW, Collins, FS, Atzmon, G, Chambers, JC, Spector, TD, Laakso, M, Strom, TM, Bell, GI, Blangero, J, Duggirala, R, Tai, E, McVean, G, Hanis, CL, Wilson, JG, Seielstad, M, Frayling, TM, Meigs, JB, Cox, NJ, Sladek, R, Lander, ES, Gabriel, S, Mohlke, KL, Meitinger, T, Groop, L, Abecasis, G, Scott, LJ, Morris, AP, Kang, HM, Altshuler, D, Burtt, NP, Florez, JC, Boehnke, M, and McCarthy, MI

Abstract

This corrects the article DOI: 10.1038/sdata.2017.179.

Published
2018

34. A smart driver alert system for vehicle traffic using image detection and recognition technique

Author

V Abhiram, Bharadwaj D D Samarth, S A Shreyas, S Harini, Rajath Hegde, and K H Gowranga

Subjects
Computer science, Real-time computing, 0202 electrical engineering, electronic engineering, information engineering, Sign (semiotics), 020206 networking & telecommunications, 020201 artificial intelligence & image processing, 02 engineering and technology, Image detection, Traffic flow, Alert system, Traffic sign
Abstract

Road signs are important to ensure smooth traffic flow without bottle necks or mishaps. Road symbols are the pictorial representations having different necessary information required to be understood by driver. Road signs in front of the vehicle are ignored by the drivers and this can lead to catastrophic accidents. This paper presents an overview of the traffic sign board detection and recognition and implements a procedure to extract the road sign from a natural complex image, processes it and alerts the driver using voice command It is implemented in such a way that it acts as a boon to drivers to make easy decisions.

Published
2017

40. Data Descriptor: Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Flannick, J, Fuchsberger, C, Mahajan, A, Teslovich, TM, Agarwala, V, Gaulton, KJ, Caulkins, L, Koesterer, R, Ma, C, Moutsianas, L, McCarthy, DJ, Rivas, MA, Perry, JRB, Sim, X, Blackwell, TW, Robertson, NR, Rayner, NW, Cingolani, P, Locke, AE, Tajes, JF, Highland, HM, Dupuis, J, Chines, PS, Lindgren, CM, Hartl, C, Jackson, AU, Chen, H, Huyghe, JR, De Bunt, MV, Pearson, RD, Kumar, A, Muller-Nurasyid, M, Grarup, N, Stringham, HM, Gamazon, ER, Lee, J, Chen, Y, Scott, RA, Below, JE, Chen, P, Huang, J, Go, MJ, Stitzel, ML, Pasko, D, Parker, SCJ, Varga, TV, Green, T, Beer, NL, Day-Williams, AG, Ferreira, T, Fingerlin, T, Horikoshi, M, Hu, C, Huh, I, Ikram, MK, Kim, B-J, Kim, Y, Kim, YJ, Kwon, M-S, Lee, S, Lin, K-H, Maxwell, TJ, Nagai, Y, Wang, X, Welch, RP, Yoon, J, Zhang, W, Barzilai, N, Voight, BF, Han, B-G, Jenkinson, CP, Kuulasmaa, T, Kuusisto, J, Manning, A, Ng, MCY, Palmer, ND, Balkau, B, Stancakova, A, Abboud, HE, Boeing, H, Giedraitis, V, Prabhakaran, D, Gottesman, O, Scott, J, Carey, J, Kwan, P, Grant, G, Smith, JD, Neale, BM, Purcell, S, Butterworth, AS, Howson, JMM, Lee, HM, Lu, Y, Kwak, S-H, Zhao, W, Danesh, J, Lam, VKL, Park, KS, Saleheen, D, So, WY, Tam, CHT, Afzal, U, Aguilar, D, Arya, R, Aung, T, Chan, E, Navarro, C, Cheng, C-Y, Palli, D, Correa, A, Curran, JE, Rybin, D, Farook, VS, Fowler, SP, Freedman, BI, Griswold, M, Hale, DE, Hicks, PJ, Khor, C-C, Kumar, S, Lehne, B, Thuillier, D, Lim, WY, Liu, J, Loh, M, Musani, SK, Puppala, S, Scott, WR, Yengo, L, Tan, S-T, Taylor, HA, Thameem, F, Wilson, G, Wong, TY, Njolstad, PR, Levy, JC, Mangino, M, Bonnycastle, LL, Schwarzmayr, T, Fadista, J, Surdulescu, GL, Herder, C, Groves, CJ, Wieland, T, Bork-Jensen, J, Brandslund, I, Christensen, C, Koistinen, HA, Doney, ASF, Kinnunen, L, Esko, T, Farmer, AJ, Hakaste, L, Hodgkiss, D, Kravic, J, Lyssenko, V, Hollensted, M, Jorgensen, ME, Jorgensen, T, Ladenvall, C, Justesen, JM, Karajamaki, A, Kriebel, J, Rathmann, W, Lannfelt, L, Lauritzen, T, Narisu, N, Linneberg, A, Melander, O, Milani, L, Neville, M, Orho-Melander, M, Qi, L, Qi, Q, Roden, M, Rolandsson, O, Swift, A, Rosengren, AH, Stirrups, K, Wood, AR, Mihailov, E, Blancher, C, Carneiro, MO, Maguire, J, Poplin, R, Shakir, K, Fennell, T, DePristo, M, De Angelis, MH, Deloukas, P, Gjesing, AP, Jun, G, Nilsson, PM, Murphy, J, Onofrio, R, Thorand, B, Hansen, T, Meisinger, C, Hu, FB, Isomaa, B, Karpe, F, Liang, L, Peters, A, Huth, C, O'Rahilly, SP, Palmer, CNA, Pedersen, O, Rauramaa, R, Tuomilehto, J, Salomaa, V, Watanabe, RM, Syvanen, A-C, Bergman, RN, Bharadwaj, D, Bottinger, EP, Cho, YS, Chandak, GR, Chan, JC, Chia, KS, Daly, MJ, Ebrahim, SB, Langenberg, C, Elliott, P, Jablonski, KA, Lehman, DM, Jia, W, Ma, RC, Pollin, TI, Sandhu, M, Tandon, N, Froguel, P, Barroso, I, Teo, YY, Zeggini, E, Loos, RJF, Small, KS, Ried, JS, DeFronzo, RA, Grallert, H, Glaser, B, Metspalu, A, Wareham, NJ, Walker, M, Banks, E, Gieger, C, Ingelsson, E, Im, HK, Illig, T, Franks, PW, Buck, G, Trakalo, J, Buck, D, Prokopenko, I, Magi, R, Lind, L, Farjoun, Y, Owen, KR, Gloyn, AL, Strauch, K, Tuomi, T, Kooner, JS, Lee, J-Y, Park, T, Donnelly, P, Morris, AD, Hattersley, AT, Bowden, DW, Collins, FS, Atzmon, G, Chambers, JC, Spector, TD, Laakso, M, Strom, TM, Bell, GI, Blangero, J, Duggirala, R, Tai, E, McVean, G, Hanis, CL, Wilson, JG, Seielstad, M, Frayling, TM, Meigs, JB, Cox, NJ, Sladek, R, Lander, ES, Gabriel, S, Mohlke, KL, Meitinger, T, Groop, L, Abecasis, G, Scott, LJ, Morris, AP, Kang, HM, Altshuler, D, Burtt, NP, Florez, JC, Boehnke, M, McCarthy, MI, Flannick, J, Fuchsberger, C, Mahajan, A, Teslovich, TM, Agarwala, V, Gaulton, KJ, Caulkins, L, Koesterer, R, Ma, C, Moutsianas, L, McCarthy, DJ, Rivas, MA, Perry, JRB, Sim, X, Blackwell, TW, Robertson, NR, Rayner, NW, Cingolani, P, Locke, AE, Tajes, JF, Highland, HM, Dupuis, J, Chines, PS, Lindgren, CM, Hartl, C, Jackson, AU, Chen, H, Huyghe, JR, De Bunt, MV, Pearson, RD, Kumar, A, Muller-Nurasyid, M, Grarup, N, Stringham, HM, Gamazon, ER, Lee, J, Chen, Y, Scott, RA, Below, JE, Chen, P, Huang, J, Go, MJ, Stitzel, ML, Pasko, D, Parker, SCJ, Varga, TV, Green, T, Beer, NL, Day-Williams, AG, Ferreira, T, Fingerlin, T, Horikoshi, M, Hu, C, Huh, I, Ikram, MK, Kim, B-J, Kim, Y, Kim, YJ, Kwon, M-S, Lee, S, Lin, K-H, Maxwell, TJ, Nagai, Y, Wang, X, Welch, RP, Yoon, J, Zhang, W, Barzilai, N, Voight, BF, Han, B-G, Jenkinson, CP, Kuulasmaa, T, Kuusisto, J, Manning, A, Ng, MCY, Palmer, ND, Balkau, B, Stancakova, A, Abboud, HE, Boeing, H, Giedraitis, V, Prabhakaran, D, Gottesman, O, Scott, J, Carey, J, Kwan, P, Grant, G, Smith, JD, Neale, BM, Purcell, S, Butterworth, AS, Howson, JMM, Lee, HM, Lu, Y, Kwak, S-H, Zhao, W, Danesh, J, Lam, VKL, Park, KS, Saleheen, D, So, WY, Tam, CHT, Afzal, U, Aguilar, D, Arya, R, Aung, T, Chan, E, Navarro, C, Cheng, C-Y, Palli, D, Correa, A, Curran, JE, Rybin, D, Farook, VS, Fowler, SP, Freedman, BI, Griswold, M, Hale, DE, Hicks, PJ, Khor, C-C, Kumar, S, Lehne, B, Thuillier, D, Lim, WY, Liu, J, Loh, M, Musani, SK, Puppala, S, Scott, WR, Yengo, L, Tan, S-T, Taylor, HA, Thameem, F, Wilson, G, Wong, TY, Njolstad, PR, Levy, JC, Mangino, M, Bonnycastle, LL, Schwarzmayr, T, Fadista, J, Surdulescu, GL, Herder, C, Groves, CJ, Wieland, T, Bork-Jensen, J, Brandslund, I, Christensen, C, Koistinen, HA, Doney, ASF, Kinnunen, L, Esko, T, Farmer, AJ, Hakaste, L, Hodgkiss, D, Kravic, J, Lyssenko, V, Hollensted, M, Jorgensen, ME, Jorgensen, T, Ladenvall, C, Justesen, JM, Karajamaki, A, Kriebel, J, Rathmann, W, Lannfelt, L, Lauritzen, T, Narisu, N, Linneberg, A, Melander, O, Milani, L, Neville, M, Orho-Melander, M, Qi, L, Qi, Q, Roden, M, Rolandsson, O, Swift, A, Rosengren, AH, Stirrups, K, Wood, AR, Mihailov, E, Blancher, C, Carneiro, MO, Maguire, J, Poplin, R, Shakir, K, Fennell, T, DePristo, M, De Angelis, MH, Deloukas, P, Gjesing, AP, Jun, G, Nilsson, PM, Murphy, J, Onofrio, R, Thorand, B, Hansen, T, Meisinger, C, Hu, FB, Isomaa, B, Karpe, F, Liang, L, Peters, A, Huth, C, O'Rahilly, SP, Palmer, CNA, Pedersen, O, Rauramaa, R, Tuomilehto, J, Salomaa, V, Watanabe, RM, Syvanen, A-C, Bergman, RN, Bharadwaj, D, Bottinger, EP, Cho, YS, Chandak, GR, Chan, JC, Chia, KS, Daly, MJ, Ebrahim, SB, Langenberg, C, Elliott, P, Jablonski, KA, Lehman, DM, Jia, W, Ma, RC, Pollin, TI, Sandhu, M, Tandon, N, Froguel, P, Barroso, I, Teo, YY, Zeggini, E, Loos, RJF, Small, KS, Ried, JS, DeFronzo, RA, Grallert, H, Glaser, B, Metspalu, A, Wareham, NJ, Walker, M, Banks, E, Gieger, C, Ingelsson, E, Im, HK, Illig, T, Franks, PW, Buck, G, Trakalo, J, Buck, D, Prokopenko, I, Magi, R, Lind, L, Farjoun, Y, Owen, KR, Gloyn, AL, Strauch, K, Tuomi, T, Kooner, JS, Lee, J-Y, Park, T, Donnelly, P, Morris, AD, Hattersley, AT, Bowden, DW, Collins, FS, Atzmon, G, Chambers, JC, Spector, TD, Laakso, M, Strom, TM, Bell, GI, Blangero, J, Duggirala, R, Tai, E, McVean, G, Hanis, CL, Wilson, JG, Seielstad, M, Frayling, TM, Meigs, JB, Cox, NJ, Sladek, R, Lander, ES, Gabriel, S, Mohlke, KL, Meitinger, T, Groop, L, Abecasis, G, Scott, LJ, Morris, AP, Kang, HM, Altshuler, D, Burtt, NP, Florez, JC, Boehnke, M, and McCarthy, MI

Abstract

To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1-5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals (>80% of low-frequency coding variants in ~82 K Europeans via the exome chip, and ~90% of low-frequency non-coding variants in ~44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D.

Published
2017

41. Community Engagement in Smart Cities: A Social Network Analysis and Community Engagement Test

Author

Maksudovna Vafaeva Khristina, Ghalwan Manish, Surekha P., Nangia Richa, and Bharadwaj Deepak

Subjects
smart cities, community engagement, social network analysis, community involvement, urban development, Microbiology, QR1-502, Physiology, QP1-981, Zoology, QL1-991
Abstract

This study, carried out in the ever-changing context of Smart Cities, reveals the complex interactions of digital social networks, digital community involvement, and the Community involvement Test (CET) framework. The examination of data obtained from certain Smart Cities indicates a thriving milieu of community engagement, characterized by a markedly elevated rate of active participation. The identification of urgent issues, particularly those related to environmental sustainability, safety, traffic management, and educational quality, is consistent with the larger urban difficulties that these creative urban centers are facing. Additionally, the CET framework's integration of SNA data and survey results produces very high ratings, indicating the engagement programs' outstanding performance in promoting resident satisfaction and active involvement. These results highlight how digital technologies can help Smart Cities foster vibrant, engaged communities. They also highlight the continued need for smart urban policies to address urgent issues and maintain residents' quality of life while adhering to the Smart City paradigm.

Published
2024
Full Text
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42. Current Opinion on Food Sustainability for Liver Associated Health Problems: Facts and Myths with Case Study

Author

Raj Chaudhary Neil, Chowdhury Mahima, Kaur Paranjeet, Bharadwaj Deepak, and Kumar Sahu Sanjeev

Subjects
Microbiology, QR1-502, Physiology, QP1-981, Zoology, QL1-991
Abstract

The liver is the second-largest organ in our body which separates the nutrients and waste as they move through our biological process system and it additionally produces bile, a substance that carries toxins out of your body and aids in digestion. There are several myths associated with liver spread amongst masses. It is a vital necessity to make society devoid of such myths and aware of the real scenario. This review aimed to summarize the different facts and myths associated with health problems of liver and highlight the importance of food sustainability approach with the help of some case studies. A comprehensive literature search was conducted using various databases between 2006 and 2022 that focused on the various facts and myths associated with liver related health issues. Myths create nothing but false notions and fear amongst people. Some case studies were summarized to clear all the conflict statements commonly related with liver diseases in the society. Myths like nothing other than water is considered a good beverage for the liver, but recent studies have proven that measured quantities of coffee and herbal tea intake is healthy for the body. Additionally, coffee has a protective effect on the organ liver. Similarly, hepatitis can spread through casual contacts. Although it is proven that hepatitis B, C and autoimmune hepatitis, do not spread on having casual contact or sharing food and drink. A substantial myth states that blood tests can detect problems associated with the liver, but doctors rarely suggest blood tests for liver functioning. This review is focused to resolve several myths associated with the liver which are often considered true by masses.

Published
2024
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43. Real-Time Information Access in Urban Environments: A User Interaction Study Using the Real-Time Information Test

Author

Orlov Alexandr K., Singh Sehgal Satbir, Bhardwaj Nitin, Kumari Neeraj, and Bharadwaj Deepak

Subjects
urban informatics, real-time information, user interaction, urban navigation, user satisfaction, Microbiology, QR1-502, Physiology, QP1-981, Zoology, QL1-991
Abstract

In this study, "Real-Time Information Access in Urban Environments: A User Interaction Study Using the Real-Time Information Test," participant data revealed a diverse group with an average age of 31, a balanced gender distribution, varying education levels (40% Bachelor's, 20% Master's, 40% PhD), and an average of 6 years of experience with urban navigation. The findings of the Real-Time Information Test (RTIT) showed an average job completion time of 140 seconds and a low average error count of 1.2, demonstrating competency in interacting with real-time information systems. Furthermore, the User Satisfaction Survey found an average of 8.4 overall satisfaction ratings, 8.4 user-friendliness ratings, and 7.8 information accuracy ratings, indicating excellent user experiences. These results highlight user variety, increases in job efficiency and accuracy, and high user satisfaction, all of which contribute to a comprehensive knowledge of real-time information access in urban contexts, with implications for system advancements and urban planning.

Published
2024
Full Text
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44. EGLN1 involvement in high-altitude adaptation revealed through genetic analysis of extreme constitution types defined in Ayurveda

Author

Aggarwal, Shilpi, Negi, Sapna, Jha, Pankaj, Singh, Prashant K., Stobdan, Tsering, Pasha, M. A. Qadar, Ghosh, Saurabh, Agrawal, Anurag, Prasher, Bhavana, Mukerji, Mitali, Brahmachari, S. K., Majumder, P. P., Mukerji, M., Habib, S., Dash, D., Ray, K., Bahl, S., Singh, L., Sharma, A., Roychoudhury, S., Chandak, G. R., Thangaraj, K., Parmar, D., Sengupta, S., Bharadwaj, D., Rath, S. K., Singh, J., Jha, G. N., Virdi, K., Rao, V. R., Sinha, S., Singh, A., Mitra, A. K., Mishra, S. K., Pasha, Q., Sivasubbu, S., Pandey, R., Baral, A., Singh, P. K., Kumar, J., Stobdan, T., Bhasin, Y., Chauhan, C., Hussain, A., Sundaramoorthy, E., Singh, S. P., Bandyopadhyay, A., Dasgupta, K., Reddy, A. K., Spurgeon, C. J., Idris, M. M., Khanna, V., Dhawan, A., Anand, M., Shankar, R., Bharti, R. S., Singh, M., Singh, A. P., Khan, A. J., Shah, P. P., Pant, A. B., Kaur, R., Bisht, K. K., Kumar, A., Rajamanickam, V., Wilson, E., Thangadurai, A., Jha, P. K., Maulik, M., Makhija, N., Rahim, A., Sharma, S., Chopra, R., Rana, P., Chidambaram, M., Maitra, A., Chawla, R., Soni, S., Khurana, P., Khan, M. N., Sutar, S. D., Tuteja, A., Narayansamy, K., Shukla, R., Prakash, S., Mahurkar, S., Mani, K. Radha, Hemavathi, J., Bhaskar, S., Khanna, P., Ramalakshmi, G. S., Tripathi, S. M., Thakur, N., Ghosh, B., Kukreti, R., Madan, T., Verma, R., Sudheer, G., Mahajan, A., Chavali, S., Tabassum, R., Grover, S., Gupta, M., Batra, J., Nejatizadeh, A., Vaid, M., Das, S. K., Sharma, M., Chatterjee, R., Paul, J. A., Srivastava, P., Rajput, C., Mittal, U., Hariharan, M., Das, S., Chaudhuri, K., Sengupta, M., Acharya, M., Bhattacharyya, A., Saha, A., Biswas, A., Chaki, M., Gupta, A., Mukherjee, S., Mookherjee, S., Chattopadhyay, I., Banerjee, T., Chakravorty, M., Misra, C., Monadal, G., Dutta, De. D., Bajaj, S., Deb, I., Banerjee, A., Chowdhury, R., Banerjee, D., Kumar, D., Das, S. R., Tiwari, S., Bharadwaj, A., Khanna, S., Ahmed, I., Parveen, S., Singh, N., Dasgupta, D., Bisht, S. S., Rajput, R., Kumar, N., Chaurasia, A., Abraham, J. K., Sinha, A., Scaria, V., Sethi, T. P., Mandal, A. K., and Mukhopadhyay, A.

Subjects
Adult, Male, Adolescent, Procollagen-Proline Dioxygenase, India, Pulmonary Edema, Altitude Sickness, Genetic analysis, Hypoxia-Inducible Factor-Proline Dioxygenases, Polymorphism (computer science), Genotype, medicine, Humans, Allele, Alleles, Altitude sickness, Genetics, Polymorphism, Genetic, Multidisciplinary, biology, Genome, Human, Pitta, Biological Sciences, biology.organism_classification, medicine.disease, Adaptation, Physiological, Medicine, Ayurvedic, biology.protein, Female, Adaptation, EGLN1
Abstract

It is being realized that identification of subgroups within normal controls corresponding to contrasting disease susceptibility is likely to lead to more effective predictive marker discovery. We have previously used the Ayurvedic concept of Prakriti , which relates to phenotypic differences in normal individuals, including response to external environment as well as susceptibility to diseases, to explore molecular differences between three contrasting Prakriti types: Vata, Pitta, and Kapha . EGLN1 was one among 251 differentially expressed genes between the Prakriti types. In the present study, we report a link between high-altitude adaptation and common variations rs479200 (C/T) and rs480902 (T/C) in the EGLN1 gene. Furthermore, the TT genotype of rs479200, which was more frequent in Kapha types and correlated with higher expression of EGLN1 , was associated with patients suffering from high-altitude pulmonary edema, whereas it was present at a significantly lower frequency in Pitta and nearly absent in natives of high altitude. Analysis of Human Genome Diversity Panel-Centre d’Etude du Polymorphisme Humain (HGDP-CEPH) and Indian Genome Variation Consortium panels showed that disparate genetic lineages at high altitudes share the same ancestral allele (T) of rs480902 that is overrepresented in Pitta and positively correlated with altitude globally ( P < 0.001), including in India. Thus, EGLN1 polymorphisms are associated with high-altitude adaptation, and a genotype rare in highlanders but overrepresented in a subgroup of normal lowlanders discernable by Ayurveda may confer increased risk for high-altitude pulmonary edema.

Published
2010

47. Directional dominance on stature and cognition in diverse human populations.

Author

BioBank Japan, Project, Joshi, P.K., Esko, T., Mattsson, H., Eklund, N., Gandin, I., Nutile, T., Jackson, A.U., Schurmann, C., Smith, A.V., Zhang, W., Okada, Y., Stančáková, A., Faul, J.D., Zhao, W., Bartz, T.M., Concas, M.P., Franceschini, N., Enroth, S., Vitart, V., Trompet, S., Guo, X., Chasman, D.I., O'Connel, J.R., Corre, T., Nongmaithem, S.S., Chen, Y., Mangino, M., Ruggiero, D., Traglia, M., Farmaki, A.E., Kacprowski, T., Bjonnes, A., van der Spek, A., Wu, Y., Giri, A.K., Yanek, L.R., Wang, L., Hofer, E., Rietveld, C.A., McLeod, O., Cornelis, M.C., Pattaro, C., Verweij, N., Baumbach, C., Abdellaoui, A., Warren, H.R., Vuckovic, D., Mei, H., Bouchard, C., Perry, J.R., Cappellani, S., Mirza, S.S., Benton, M.C., Broeckel, U., Medland, S.E., Lind, P.A., Malerba, G., Drong, A., Yengo, L., Bielak, L.F., Zhi, D., van der Most, P.J., Shriner, D., Mägi, R., Hemani, G., Karaderi, T., Wang, Z., Liu, T., Demuth, I., Zhao, J.H., Meng, W., Lataniotis, L., van der Laan, S.W., Bradfield, J.P., Wood, A.R., Bonnefond, A., Ahluwalia, T.S., Hall, L.M., Salvi, E., Yazar, S., Carstensen, L., de Haan, H.G., Abney, M., Afzal, U., Allison, M.A., Amin, N., Asselbergs, F.W., Bakker, S.J., Barr, R.G., Baumeister, S.E., Benjamin, D.J., Bergmann, S., Boerwinkle, E., Bottinger, E.P., Campbell, A., Chakravarti, A., Chan, Y., Chanock, S.J., Chen, C., Chen, Y.D., Collins, F.S., Connell, J., Correa, A., Cupples, L.A., Smith, G.D., Davies, G., Dörr, M., Ehret, G., Ellis, S.B., Feenstra, B., Feitosa, M.F., Ford, I., Fox, C.S., Frayling, T.M., Friedrich, N., Geller, F., Scotland, G., Gillham-Nasenya, I., Gottesman, O., Graff, M., Grodstein, F., Gu, C., Haley, C., Hammond, C.J., Harris, S.E., Harris, T.B., Hastie, N.D., Heard-Costa, N.L., Heikkilä, K., Hocking, L.J., Homuth, G., Hottenga, J.J., Huang, J., Huffman, J.E., Hysi, P.G., Ikram, M.A., Ingelsson, E., Joensuu, A., Johansson, Å., Jousilahti, P., Jukema, J.W., Kähönen, M., Kamatani, Y., Kanoni, S., Kerr, S.M., Khan, N.M., Koellinger, P., Koistinen, H.A., Kooner, M.K., Kubo, M., Kuusisto, J., Lahti, J., Launer, L.J., Lea, R.A., Lehne, B., Lehtimäki, T., Liewald, D.C., Lind, L., Loh, M., Lokki, M.L., London, S.J., Loomis, S.J., Loukola, A., Lu, Y., Lumley, T., Lundqvist, A., Männistö, S., Marques-Vidal, P., Masciullo, C., Matchan, A., Mathias, R.A., Matsuda, K., Meigs, J.B., Meisinger, C., Meitinger, T., Menni, C., Mentch, F.D., Mihailov, E., Milani, L., Montasser, M.E., Montgomery, G.W., Morrison, A., Myers, R.H., Nadukuru, R., Navarro, P., Nelis, M., Nieminen, M.S., Nolte, I.M., O'Connor, G.T., Ogunniyi, A., Padmanabhan, S., Palmas, W.R., Pankow, J.S., Patarcic, I., Pavani, F., Peyser, P.A., Pietilainen, K., Poulter, N., Prokopenko, I., Ralhan, S., Redmond, P., Rich, S.S., Rissanen, H., Robino, A., Rose, L.M., Rose, R., Sala, C., Salako, B., Salomaa, V., Sarin, A.P., Saxena, R., Schmidt, H., Scott, L.J., Scott, W.R., Sennblad, B., Seshadri, S., Sever, P., Shrestha, S., Smith, B.H., Smith, J.A., Soranzo, N., Sotoodehnia, N., Southam, L., Stanton, A.V., Stathopoulou, M.G., Strauch, K., Strawbridge, R.J., Suderman, M.J., Tandon, N., Tang, S.T., Taylor, K.D., Tayo, B.O., Töglhofer, A.M., Tomaszewski, M., T?ernikova N., Tuomilehto, J., Uitterlinden, A.G., Vaidya, D., van Hylckama Vlieg, A., van Setten, J., Vasankari, T., Vedantam, S., Vlachopoulou, E., Vozzi, D., Vuoksimaa, E., Waldenberger, M., Ware, E.B., Wentworth-Shields, W., Whitfield, J.B., Wild, S., Willemsen, G., Yajnik, C.S., Yao, J., Zaza, G., Zhu, X., Salem, R.M., Melbye, M., Bisgaard, H., Samani, N.J., Cusi, D., Mackey, D.A., Cooper, R.S., Froguel, P., Pasterkamp, G., Grant, S.F., Hakonarson, H., Ferrucci, L., Scott, R.A., Morris, A.D., Palmer, C.N., Dedoussis, G., Deloukas, P., Bertram, L., Lindenberger, U., Berndt, S.I., Lindgren, C.M., Timpson, N.J., Tönjes, A., Munroe, P.B., Sørensen, T.I., Rotimi, C.N., Arnett, D.K., Oldehinkel, A.J., Kardia, S.L., Balkau, B., Gambaro, G., Morris, A.P., Eriksson, J.G., Wright, M.J., Martin, N.G., Hunt, S.C., Starr, J.M., Deary, I.J., Griffiths, L.R., Tiemeier, H., Pirastu, N., Kaprio, J., Wareham, N.J., Pérusse, L., Wilson, J.G., Girotto, G., Caulfield, M.J., Raitakari, O., Boomsma, D.I., Gieger, C., van der Harst, P., Hicks, A.A., Kraft, P., Sinisalo, J., Knekt, P., Johannesson, M., Magnusson, P.K., Hamsten, A., Schmidt, R., Borecki, I.B., Vartiainen, E., Becker, D.M., Bharadwaj, D., Mohlke, K.L., Boehnke, M., van Duijn, C.M., Sanghera, D.K., Teumer, A., Zeggini, E., Metspalu, A., Gasparini, P., Ulivi, S., Ober, C., Toniolo, D., Rudan, I., Porteous, D.J., Ciullo, M., Spector, T.D., Hayward, C., Dupuis, J., Loos, R.J., Wright, A.F., Chandak, G.R., Vollenweider, P., Shuldiner, A.R., Ridker, P.M., Rotter, J.I., Sattar, N., Gyllensten, U., North, K.E., Pirastu, M., Psaty, B.M., Weir, D.R., Laakso, M., Gudnason, V., Takahashi, A., Chambers, J.C., Kooner, J.S., Strachan, D.P., Campbell, H., Hirschhorn, J.N., Perola, M., Pola?ek O., Wilson, J.F., BioBank Japan, Project, Joshi, P.K., Esko, T., Mattsson, H., Eklund, N., Gandin, I., Nutile, T., Jackson, A.U., Schurmann, C., Smith, A.V., Zhang, W., Okada, Y., Stančáková, A., Faul, J.D., Zhao, W., Bartz, T.M., Concas, M.P., Franceschini, N., Enroth, S., Vitart, V., Trompet, S., Guo, X., Chasman, D.I., O'Connel, J.R., Corre, T., Nongmaithem, S.S., Chen, Y., Mangino, M., Ruggiero, D., Traglia, M., Farmaki, A.E., Kacprowski, T., Bjonnes, A., van der Spek, A., Wu, Y., Giri, A.K., Yanek, L.R., Wang, L., Hofer, E., Rietveld, C.A., McLeod, O., Cornelis, M.C., Pattaro, C., Verweij, N., Baumbach, C., Abdellaoui, A., Warren, H.R., Vuckovic, D., Mei, H., Bouchard, C., Perry, J.R., Cappellani, S., Mirza, S.S., Benton, M.C., Broeckel, U., Medland, S.E., Lind, P.A., Malerba, G., Drong, A., Yengo, L., Bielak, L.F., Zhi, D., van der Most, P.J., Shriner, D., Mägi, R., Hemani, G., Karaderi, T., Wang, Z., Liu, T., Demuth, I., Zhao, J.H., Meng, W., Lataniotis, L., van der Laan, S.W., Bradfield, J.P., Wood, A.R., Bonnefond, A., Ahluwalia, T.S., Hall, L.M., Salvi, E., Yazar, S., Carstensen, L., de Haan, H.G., Abney, M., Afzal, U., Allison, M.A., Amin, N., Asselbergs, F.W., Bakker, S.J., Barr, R.G., Baumeister, S.E., Benjamin, D.J., Bergmann, S., Boerwinkle, E., Bottinger, E.P., Campbell, A., Chakravarti, A., Chan, Y., Chanock, S.J., Chen, C., Chen, Y.D., Collins, F.S., Connell, J., Correa, A., Cupples, L.A., Smith, G.D., Davies, G., Dörr, M., Ehret, G., Ellis, S.B., Feenstra, B., Feitosa, M.F., Ford, I., Fox, C.S., Frayling, T.M., Friedrich, N., Geller, F., Scotland, G., Gillham-Nasenya, I., Gottesman, O., Graff, M., Grodstein, F., Gu, C., Haley, C., Hammond, C.J., Harris, S.E., Harris, T.B., Hastie, N.D., Heard-Costa, N.L., Heikkilä, K., Hocking, L.J., Homuth, G., Hottenga, J.J., Huang, J., Huffman, J.E., Hysi, P.G., Ikram, M.A., Ingelsson, E., Joensuu, A., Johansson, Å., Jousilahti, P., Jukema, J.W., Kähönen, M., Kamatani, Y., Kanoni, S., Kerr, S.M., Khan, N.M., Koellinger, P., Koistinen, H.A., Kooner, M.K., Kubo, M., Kuusisto, J., Lahti, J., Launer, L.J., Lea, R.A., Lehne, B., Lehtimäki, T., Liewald, D.C., Lind, L., Loh, M., Lokki, M.L., London, S.J., Loomis, S.J., Loukola, A., Lu, Y., Lumley, T., Lundqvist, A., Männistö, S., Marques-Vidal, P., Masciullo, C., Matchan, A., Mathias, R.A., Matsuda, K., Meigs, J.B., Meisinger, C., Meitinger, T., Menni, C., Mentch, F.D., Mihailov, E., Milani, L., Montasser, M.E., Montgomery, G.W., Morrison, A., Myers, R.H., Nadukuru, R., Navarro, P., Nelis, M., Nieminen, M.S., Nolte, I.M., O'Connor, G.T., Ogunniyi, A., Padmanabhan, S., Palmas, W.R., Pankow, J.S., Patarcic, I., Pavani, F., Peyser, P.A., Pietilainen, K., Poulter, N., Prokopenko, I., Ralhan, S., Redmond, P., Rich, S.S., Rissanen, H., Robino, A., Rose, L.M., Rose, R., Sala, C., Salako, B., Salomaa, V., Sarin, A.P., Saxena, R., Schmidt, H., Scott, L.J., Scott, W.R., Sennblad, B., Seshadri, S., Sever, P., Shrestha, S., Smith, B.H., Smith, J.A., Soranzo, N., Sotoodehnia, N., Southam, L., Stanton, A.V., Stathopoulou, M.G., Strauch, K., Strawbridge, R.J., Suderman, M.J., Tandon, N., Tang, S.T., Taylor, K.D., Tayo, B.O., Töglhofer, A.M., Tomaszewski, M., T?ernikova N., Tuomilehto, J., Uitterlinden, A.G., Vaidya, D., van Hylckama Vlieg, A., van Setten, J., Vasankari, T., Vedantam, S., Vlachopoulou, E., Vozzi, D., Vuoksimaa, E., Waldenberger, M., Ware, E.B., Wentworth-Shields, W., Whitfield, J.B., Wild, S., Willemsen, G., Yajnik, C.S., Yao, J., Zaza, G., Zhu, X., Salem, R.M., Melbye, M., Bisgaard, H., Samani, N.J., Cusi, D., Mackey, D.A., Cooper, R.S., Froguel, P., Pasterkamp, G., Grant, S.F., Hakonarson, H., Ferrucci, L., Scott, R.A., Morris, A.D., Palmer, C.N., Dedoussis, G., Deloukas, P., Bertram, L., Lindenberger, U., Berndt, S.I., Lindgren, C.M., Timpson, N.J., Tönjes, A., Munroe, P.B., Sørensen, T.I., Rotimi, C.N., Arnett, D.K., Oldehinkel, A.J., Kardia, S.L., Balkau, B., Gambaro, G., Morris, A.P., Eriksson, J.G., Wright, M.J., Martin, N.G., Hunt, S.C., Starr, J.M., Deary, I.J., Griffiths, L.R., Tiemeier, H., Pirastu, N., Kaprio, J., Wareham, N.J., Pérusse, L., Wilson, J.G., Girotto, G., Caulfield, M.J., Raitakari, O., Boomsma, D.I., Gieger, C., van der Harst, P., Hicks, A.A., Kraft, P., Sinisalo, J., Knekt, P., Johannesson, M., Magnusson, P.K., Hamsten, A., Schmidt, R., Borecki, I.B., Vartiainen, E., Becker, D.M., Bharadwaj, D., Mohlke, K.L., Boehnke, M., van Duijn, C.M., Sanghera, D.K., Teumer, A., Zeggini, E., Metspalu, A., Gasparini, P., Ulivi, S., Ober, C., Toniolo, D., Rudan, I., Porteous, D.J., Ciullo, M., Spector, T.D., Hayward, C., Dupuis, J., Loos, R.J., Wright, A.F., Chandak, G.R., Vollenweider, P., Shuldiner, A.R., Ridker, P.M., Rotter, J.I., Sattar, N., Gyllensten, U., North, K.E., Pirastu, M., Psaty, B.M., Weir, D.R., Laakso, M., Gudnason, V., Takahashi, A., Chambers, J.C., Kooner, J.S., Strachan, D.P., Campbell, H., Hirschhorn, J.N., Perola, M., Pola?ek O., and Wilson, J.F.

Abstract

Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10(-300), 2.1 × 10(-6), 2.5 × 10(-10) and 1.8 × 10(-10), respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been positively selected in human evolu

Published
2015

48. Directional dominance on stature and cognition in diverse human populations

Author

Joshi, P.K. (Peter), Esko, T. (Tõnu), Mattsson, H. (Hannele), Eklund, N. (Niina), Gandin, I. (Ilaria), Nutile, T., Jackson, A.U. (Anne), Schurmann, C. (Claudia), Smith, A.V. (Davey), Zhang, W. (Weihua), Okada, Y. (Yukinori), Stancáková, A. (Alena), Faul, J.D. (Jessica D.), Zhao, W. (Wei), Bartz, T.M. (Traci M.), Concas, M.P. (Maria Pina), Franceschini, N. (Nora), Enroth, S. (Stefan), Vitart, V. (Veronique), Trompet, S. (Stella), Guo, X. (Xiuqing), Chasman, D.I. (Daniel), O'Connel, J.R. (Jeffrey R.), Corre, T. (Tanguy), Nongmaithem, S.S. (Suraj S.), Chen, Y. (Yuning), Mangino, M. (Massimo), Ruggiero, D., Traglia, M. (Michela), Farmaki, A.-E. (Aliki-Eleni), Kacprowski, T. (Tim), Bjonnes, A. (Andrew), Spek, A. (Ashley) van der, Wu, Y. (Ying), Giri, A.K. (Anil K.), Yanek, L.R. (Lisa), Wang, L. (Lihua), Hofer, E. (Edith), Rietveld, C.A. (Niels), McLeod, O. (Olga), Cornelis, M. (Marilyn), Pattaro, C. (Cristian), Verweij, N. (Niek), Baumbach, C. (Clemens), Abdellaoui, A. (Abdel), Warren, H. (Helen), Vuckovic, D. (Dragana), Mei, H. (Hao), Bouchard, C. (Claude), Perry, J.R.B. (John), Cappellani, S. (Stefania), Mirza, S.S. (Saira), Benton, M.C. (Miles C.), Broeckel, U. (Ulrich), Medland, S.E. (Sarah), Lind, P.A. (Penelope), Malerba, G. (Giovanni), Drong, A. (Alexander), Yengo, L. (Loic), Bielak, L.F. (Lawrence F.), Zhi, D. (Degui), Most, P.J. (Peter) van der, Shriner, D. (Daniel), Mägi, R. (Reedik), Hemani, G., Karaderi, T. (Tugce), Wang, Z. (Zhaoming), Liu, T. (Tian), Demuth, I. (Ilja), Zhao, J.H. (Jing Hua), Meng, W. (Weihua), Lataniotis, L. (Lazaros), Van Der Laan, S.W. (Sander W.), Bradfield, J.P. (Jonathan), Wood, A.R. (Andrew), Bonnefond, A. (Amélie), Ahluwalia, T.S. (Tarunveer Singh), Hall, L.M. (Leanne M.), Salvi, E. (Erika), Yazar, S. (Seyhan), Carstensen, L. (Lisbeth), Haan, H.G. (Hugoline) de, Abney, M. (Mark), Afzal, U. (Uzma), Allison, M.A. (Matthew), Amin, N. (Najaf), Asselbergs, F.W. (Folkert W.), Bakker, S.J.L. (Stephan), Barr, R.G. (Graham), Baumeister, S.E. (Sebastian), Benjamin, D.J. (Daniel J.), Bergmann, S. (Sven), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin P.), Campbell, A. (Archie), Chakravarti, A. (Aravinda), Chan, Y. (Yingleong), Chanock, S.J. (Stephen), Chen, C. (Constance), Chen, Y.-D.I. (Y.-D. Ida), Collins, F.S. (Francis), Connell, J. (John), Correa, A. (Adolfo), Cupples, L.A. (Adrienne), Davies, G. (Gail), Dörr, M. (Marcus), Ehret, G.B. (Georg), Ellis, S.B. (Stephen B.), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Ford, I., Fox, C.S. (Caroline), Frayling, T.M. (Timothy), Friedrich, N. (Nele), Geller, F. (Frank), Scotland, G. (Generation), Gillham-Nasenya, I. (Irina), Gottesman, R.F. (Rebecca), Graff, M.J. (Maud J.L.), Grodstein, F. (Francine), Gu, C. (Charles), Haley, C. (Chris), Hammond, C.J. (Christopher), Harris, S.E. (Sarah), Harris, T.B. (Tamara), Hastie, N. (Nick), Heard-Costa, N.L. (Nancy), Heikkilä, K. (Kauko), Hocking, L.J. (Lynne), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huffman, J.E. (Jennifer), Hysi, P.G. (Pirro), Ikram, M.A. (Arfan), Ingelsson, E. (Erik), Joensuu, A. (Anni), Johansson, A. (Åsa), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanoni, S. (Stavroula), Kerr, S.M. (Shona), Khan, N.M. (Nazir M.), Koellinger, Ph.D. (Philipp), Koistinen, H.A. (Heikki A.), Kooner, M.K. (Manraj K.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lahti, J. (Jari), Launer, L.J. (Lenore), Lea, R.A. (Rodney A.), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Lind, L. (Lars), Loh, M. (Marie), Lokki, M.L., London, S.J. (Stephanie J.), Loomis, S.J. (Stephanie J.), Loukola, A. (Anu), Lu, Y. (Yingchang), Lumley, T. (Thomas), Lundqvist, A. (Annamari), Männistö, S. (Satu), Marques-Vidal, P. (Pedro), Masciullo, C. (Corrado), Matchan, A. (Angela), Mathias, J. (Jasmine), Matsuda, K. (Koichi), Meigs, J.B. (James), Meisinger, C. (Christa), Meitinger, T. (Thomas), Menni, C. (Cristina), Mentch, F.D. (Frank), Mihailov, E. (Evelin), Milani, L. (Lili), Montasser, M.E. (May E.), Montgomery, G.W. (Grant), Morrison, A.C. (Alanna), Myers, R.H. (Richard), Nadukuru, R. (Rajiv), Navarro, P. (Pau), Nalis, M. (Mari), Nieminen, M.S. (Markku S.), Nolte, I.M. (Ilja M.), O'Connor, G.T. (George), Ogunniyi, A. (Adesola), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Pankow, J.S. (James), Patarcic, I. (Inga), Pavani, F. (Francesca), Peyser, P.A. (Patricia A.), Pietilainen, K.H. (Kirsi Hannele), Poulter, N.R. (Neil), Prokopenko, I. (Inga), Ralhan, S. (Sarju), Redmond, P. (Paul), Rich, S.S. (Stephen S.), Rissanen, H. (Harri), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rose, R.J. (Richard J.), Sala, C. (Cinzia), Salako, B. (Babatunde), Salomaa, V. (Veikko), Sarin, A.-P., Saxena, R. (Richa), Schmidt, R. (Reinhold), Scott, L.J. (Laura), Scott, W.R. (William R.), Sennblad, B. (Bengt), Seshadri, S. (Sudha), Sever, P. (Peter), Shrestha, S. (Smeeta), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Sotoodehnia, N. (Nona), Southam, L. (Lorraine), Stanton, A. (Alice), Stathopoulou, M.G. (Maria G), Strauch, K. (Konstantin), Strawbridge, R.J. (Rona), Suderman, M.J. (Matthew J.), Tandon, N. (Nikhil), Tang, S.-T. (Sian-Tsun), Taylor, K.D. (Kent D.), Tayo, B. (Bamidele), Töglhofer, A.M. (Anna Maria), Tomaszewski, M. (Maciej), Tsernikova, N. (Natalia), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vaidya, D. (Dhananjay), Hylckama Vlieg, A. (Astrid) van, Setten, J. (Jessica) van, Vasankari, T. (Tuula), Vedantam, S. (Sailaja), Vlachopoulou, E. (Efthymia), Vozzi, D. (Diego), Vuoksimaa, E. (Eero), Waldenberger, M. (Melanie), Ware, E.B. (Erin B.), Wentworth-Shields, W. (William), Whitfield, J. (John), Wild, S. (Sarah), Willemsen, G.A.H.M. (Gonneke), Yajnik, C.S. (Chittaranjan S.), Yao, J. (Jie), Zaza, G. (Gianluigi), Zhu, X. (Xiaofeng), Salem, R.M. (Rany), Melbye, M. (Mads), Bisgaard, H. (Hans), Samani, N.J. (Nilesh), Cusi, D. (Daniele), Mackey, D.A. (David A.), Cooper, R.S. (Richard S.), Froguel, P. (Philippe), Pasterkamp, G. (Gerard), Grant, S.F.A. (Struan F.A.), Hakonarson, H. (Hakon), Ferrucci, L. (Luigi), Scott, R.A. (Robert), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Dedoussis, G.V. (George V.), Deloukas, P. (Panagiotis), Bertram, L. (Lars), Lindenberger, U. (Ulman), Berndt, S.I. (Sonja), Lindgren, C.M. (Cecilia), Timpson, N.J. (Nicholas), Tönjes, A. (Anke), Munroe, P. (Patricia), Sørensen, T.I.A. (Thorkild I.A.), Rotimi, C. (Charles), Arnett, D.K. (Donna), Oldehinkel, A.J. (Albertine), Kardia, S.L.R. (Sharon), Balkau, B. (Beverley), Gambaro, G. (Giovanni), Morris, A.P. (Andrew), Eriksson, J.G. (Johan G.), Wright, M.J. (Margaret), Martin, N.G. (Nicholas), Hunt, S.C. (Steven), Starr, J.M. (John), Deary, I.J. (Ian), Griffiths, L.R. (Lyn R.), Tiemeier, H.W. (Henning), Pirastu, N. (Nicola), Kaprio, J. (Jaakko), Wareham, N.J. (Nick), Perusse, L. (Louis), Wilson, J.G. (James), Girotto, S., Caulfield, M. (Mark), Raitakari, O.T. (Olli T.), Boomsma, D.I. (Dorret), Gieger, C. (Christian), van der Harst, P., Hicks, A.A. (Andrew), Kraft, P. (Peter), Sinisalo, J. (Juha), Knekt, P., Johannesson, M. (Magnus), Magnusson, P.K.E. (Patrik K. E.), Hamsten, A. (Anders), Borecki, I.B. (Ingrid), Vartiainen, E. (Erkki), Becker, D.M. (Diane), Bharadwaj, D. (Dwaipayan), Mohlke, K.L. (Karen), Boehnke, M. (Michael), Duijn, C.M. (Cornelia) van, Sanghera, D.K. (Dharambir), Teumer, A. (Alexander), Zeggini, E. (Eleftheria), Metspalu, A. (Andres), Gasparini, P. (Paolo), Ulivi, S. (Shelia), Ober, C. (Carole), Toniolo, D. (Daniela), Rudan, I. (Igor), Porteous, D.J. (David J.), Ciullo, M., Spector, T.D. (Timothy), Hayward, C. (Caroline), Dupuis, J. (Josée), Loos, R.J.F. (Ruth), Wright, A. (Alan), Chandak, G.R. (Giriraj), Vollenweider, P. (Peter), Shuldiner, A.R. (Alan), Ridker, P.M. (Paul), Rotter, J.I. (Jerome I.), Sattar, N. (Naveed), Gyllensten, U. (Ulf), North, K.E. (Kari), Pirastu, M. (Mario), Psaty, B.M. (Bruce), Weir, D.R. (David), Laakso, M. (Markku), Gudnason, V. (Vilmundur), Takahashi, A. (Atsushi), Chambers, J.C. (John C.), Kooner, J.S. (Jaspal S.), Strachan, D.P. (David P.), Campbell, H. (Harry), Hirschhorn, J.N. (Joel N.), Perola, M. (Markus), Polasek, O. (Ozren), Wilson, J.F. (James), Joshi, P.K. (Peter), Esko, T. (Tõnu), Mattsson, H. (Hannele), Eklund, N. (Niina), Gandin, I. (Ilaria), Nutile, T., Jackson, A.U. (Anne), Schurmann, C. (Claudia), Smith, A.V. (Davey), Zhang, W. (Weihua), Okada, Y. (Yukinori), Stancáková, A. (Alena), Faul, J.D. (Jessica D.), Zhao, W. (Wei), Bartz, T.M. (Traci M.), Concas, M.P. (Maria Pina), Franceschini, N. (Nora), Enroth, S. (Stefan), Vitart, V. (Veronique), Trompet, S. (Stella), Guo, X. (Xiuqing), Chasman, D.I. (Daniel), O'Connel, J.R. (Jeffrey R.), Corre, T. (Tanguy), Nongmaithem, S.S. (Suraj S.), Chen, Y. (Yuning), Mangino, M. (Massimo), Ruggiero, D., Traglia, M. (Michela), Farmaki, A.-E. (Aliki-Eleni), Kacprowski, T. (Tim), Bjonnes, A. (Andrew), Spek, A. (Ashley) van der, Wu, Y. (Ying), Giri, A.K. (Anil K.), Yanek, L.R. (Lisa), Wang, L. (Lihua), Hofer, E. (Edith), Rietveld, C.A. (Niels), McLeod, O. (Olga), Cornelis, M. (Marilyn), Pattaro, C. (Cristian), Verweij, N. (Niek), Baumbach, C. (Clemens), Abdellaoui, A. (Abdel), Warren, H. (Helen), Vuckovic, D. (Dragana), Mei, H. (Hao), Bouchard, C. (Claude), Perry, J.R.B. (John), Cappellani, S. (Stefania), Mirza, S.S. (Saira), Benton, M.C. (Miles C.), Broeckel, U. (Ulrich), Medland, S.E. (Sarah), Lind, P.A. (Penelope), Malerba, G. (Giovanni), Drong, A. (Alexander), Yengo, L. (Loic), Bielak, L.F. (Lawrence F.), Zhi, D. (Degui), Most, P.J. (Peter) van der, Shriner, D. (Daniel), Mägi, R. (Reedik), Hemani, G., Karaderi, T. (Tugce), Wang, Z. (Zhaoming), Liu, T. (Tian), Demuth, I. (Ilja), Zhao, J.H. (Jing Hua), Meng, W. (Weihua), Lataniotis, L. (Lazaros), Van Der Laan, S.W. (Sander W.), Bradfield, J.P. (Jonathan), Wood, A.R. (Andrew), Bonnefond, A. (Amélie), Ahluwalia, T.S. (Tarunveer Singh), Hall, L.M. (Leanne M.), Salvi, E. (Erika), Yazar, S. (Seyhan), Carstensen, L. (Lisbeth), Haan, H.G. (Hugoline) de, Abney, M. (Mark), Afzal, U. (Uzma), Allison, M.A. (Matthew), Amin, N. (Najaf), Asselbergs, F.W. (Folkert W.), Bakker, S.J.L. (Stephan), Barr, R.G. (Graham), Baumeister, S.E. (Sebastian), Benjamin, D.J. (Daniel J.), Bergmann, S. (Sven), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin P.), Campbell, A. (Archie), Chakravarti, A. (Aravinda), Chan, Y. (Yingleong), Chanock, S.J. (Stephen), Chen, C. (Constance), Chen, Y.-D.I. (Y.-D. Ida), Collins, F.S. (Francis), Connell, J. (John), Correa, A. (Adolfo), Cupples, L.A. (Adrienne), Davies, G. (Gail), Dörr, M. (Marcus), Ehret, G.B. (Georg), Ellis, S.B. (Stephen B.), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Ford, I., Fox, C.S. (Caroline), Frayling, T.M. (Timothy), Friedrich, N. (Nele), Geller, F. (Frank), Scotland, G. (Generation), Gillham-Nasenya, I. (Irina), Gottesman, R.F. (Rebecca), Graff, M.J. (Maud J.L.), Grodstein, F. (Francine), Gu, C. (Charles), Haley, C. (Chris), Hammond, C.J. (Christopher), Harris, S.E. (Sarah), Harris, T.B. (Tamara), Hastie, N. (Nick), Heard-Costa, N.L. (Nancy), Heikkilä, K. (Kauko), Hocking, L.J. (Lynne), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huffman, J.E. (Jennifer), Hysi, P.G. (Pirro), Ikram, M.A. (Arfan), Ingelsson, E. (Erik), Joensuu, A. (Anni), Johansson, A. (Åsa), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanoni, S. (Stavroula), Kerr, S.M. (Shona), Khan, N.M. (Nazir M.), Koellinger, Ph.D. (Philipp), Koistinen, H.A. (Heikki A.), Kooner, M.K. (Manraj K.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lahti, J. (Jari), Launer, L.J. (Lenore), Lea, R.A. (Rodney A.), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Lind, L. (Lars), Loh, M. (Marie), Lokki, M.L., London, S.J. (Stephanie J.), Loomis, S.J. (Stephanie J.), Loukola, A. (Anu), Lu, Y. (Yingchang), Lumley, T. (Thomas), Lundqvist, A. (Annamari), Männistö, S. (Satu), Marques-Vidal, P. (Pedro), Masciullo, C. (Corrado), Matchan, A. (Angela), Mathias, J. (Jasmine), Matsuda, K. (Koichi), Meigs, J.B. (James), Meisinger, C. (Christa), Meitinger, T. (Thomas), Menni, C. (Cristina), Mentch, F.D. (Frank), Mihailov, E. (Evelin), Milani, L. (Lili), Montasser, M.E. (May E.), Montgomery, G.W. (Grant), Morrison, A.C. (Alanna), Myers, R.H. (Richard), Nadukuru, R. (Rajiv), Navarro, P. (Pau), Nalis, M. (Mari), Nieminen, M.S. (Markku S.), Nolte, I.M. (Ilja M.), O'Connor, G.T. (George), Ogunniyi, A. (Adesola), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Pankow, J.S. (James), Patarcic, I. (Inga), Pavani, F. (Francesca), Peyser, P.A. (Patricia A.), Pietilainen, K.H. (Kirsi Hannele), Poulter, N.R. (Neil), Prokopenko, I. (Inga), Ralhan, S. (Sarju), Redmond, P. (Paul), Rich, S.S. (Stephen S.), Rissanen, H. (Harri), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rose, R.J. (Richard J.), Sala, C. (Cinzia), Salako, B. (Babatunde), Salomaa, V. (Veikko), Sarin, A.-P., Saxena, R. (Richa), Schmidt, R. (Reinhold), Scott, L.J. (Laura), Scott, W.R. (William R.), Sennblad, B. (Bengt), Seshadri, S. (Sudha), Sever, P. (Peter), Shrestha, S. (Smeeta), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Sotoodehnia, N. (Nona), Southam, L. (Lorraine), Stanton, A. (Alice), Stathopoulou, M.G. (Maria G), Strauch, K. (Konstantin), Strawbridge, R.J. (Rona), Suderman, M.J. (Matthew J.), Tandon, N. (Nikhil), Tang, S.-T. (Sian-Tsun), Taylor, K.D. (Kent D.), Tayo, B. (Bamidele), Töglhofer, A.M. (Anna Maria), Tomaszewski, M. (Maciej), Tsernikova, N. (Natalia), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vaidya, D. (Dhananjay), Hylckama Vlieg, A. (Astrid) van, Setten, J. (Jessica) van, Vasankari, T. (Tuula), Vedantam, S. (Sailaja), Vlachopoulou, E. (Efthymia), Vozzi, D. (Diego), Vuoksimaa, E. (Eero), Waldenberger, M. (Melanie), Ware, E.B. (Erin B.), Wentworth-Shields, W. (William), Whitfield, J. (John), Wild, S. (Sarah), Willemsen, G.A.H.M. (Gonneke), Yajnik, C.S. (Chittaranjan S.), Yao, J. (Jie), Zaza, G. (Gianluigi), Zhu, X. (Xiaofeng), Salem, R.M. (Rany), Melbye, M. (Mads), Bisgaard, H. (Hans), Samani, N.J. (Nilesh), Cusi, D. (Daniele), Mackey, D.A. (David A.), Cooper, R.S. (Richard S.), Froguel, P. (Philippe), Pasterkamp, G. (Gerard), Grant, S.F.A. (Struan F.A.), Hakonarson, H. (Hakon), Ferrucci, L. (Luigi), Scott, R.A. (Robert), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Dedoussis, G.V. (George V.), Deloukas, P. (Panagiotis), Bertram, L. (Lars), Lindenberger, U. (Ulman), Berndt, S.I. (Sonja), Lindgren, C.M. (Cecilia), Timpson, N.J. (Nicholas), Tönjes, A. (Anke), Munroe, P. (Patricia), Sørensen, T.I.A. (Thorkild I.A.), Rotimi, C. (Charles), Arnett, D.K. (Donna), Oldehinkel, A.J. (Albertine), Kardia, S.L.R. (Sharon), Balkau, B. (Beverley), Gambaro, G. (Giovanni), Morris, A.P. (Andrew), Eriksson, J.G. (Johan G.), Wright, M.J. (Margaret), Martin, N.G. (Nicholas), Hunt, S.C. (Steven), Starr, J.M. (John), Deary, I.J. (Ian), Griffiths, L.R. (Lyn R.), Tiemeier, H.W. (Henning), Pirastu, N. (Nicola), Kaprio, J. (Jaakko), Wareham, N.J. (Nick), Perusse, L. (Louis), Wilson, J.G. (James), Girotto, S., Caulfield, M. (Mark), Raitakari, O.T. (Olli T.), Boomsma, D.I. (Dorret), Gieger, C. (Christian), van der Harst, P., Hicks, A.A. (Andrew), Kraft, P. (Peter), Sinisalo, J. (Juha), Knekt, P., Johannesson, M. (Magnus), Magnusson, P.K.E. (Patrik K. E.), Hamsten, A. (Anders), Borecki, I.B. (Ingrid), Vartiainen, E. (Erkki), Becker, D.M. (Diane), Bharadwaj, D. (Dwaipayan), Mohlke, K.L. (Karen), Boehnke, M. (Michael), Duijn, C.M. (Cornelia) van, Sanghera, D.K. (Dharambir), Teumer, A. (Alexander), Zeggini, E. (Eleftheria), Metspalu, A. (Andres), Gasparini, P. (Paolo), Ulivi, S. (Shelia), Ober, C. (Carole), Toniolo, D. (Daniela), Rudan, I. (Igor), Porteous, D.J. (David J.), Ciullo, M., Spector, T.D. (Timothy), Hayward, C. (Caroline), Dupuis, J. (Josée), Loos, R.J.F. (Ruth), Wright, A. (Alan), Chandak, G.R. (Giriraj), Vollenweider, P. (Peter), Shuldiner, A.R. (Alan), Ridker, P.M. (Paul), Rotter, J.I. (Jerome I.), Sattar, N. (Naveed), Gyllensten, U. (Ulf), North, K.E. (Kari), Pirastu, M. (Mario), Psaty, B.M. (Bruce), Weir, D.R. (David), Laakso, M. (Markku), Gudnason, V. (Vilmundur), Takahashi, A. (Atsushi), Chambers, J.C. (John C.), Kooner, J.S. (Jaspal S.), Strachan, D.P. (David P.), Campbell, H. (Harry), Hirschhorn, J.N. (Joel N.), Perola, M. (Markus), Polasek, O. (Ozren), and Wilson, J.F. (James)

Abstract

Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10-300, 2.1 × 10-6, 2.5 × 10-10 and 1.8 × 10-10, respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been p

Published
2015
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49. Directional dominance on stature and cognition in diverse human populations

Author

Joshi, PK, Esko, T, Mattsson, H, Eklund, N, Gandin, I, Nutile, T, Jackson, AU, Schurmann, C, Smith, AV, Zhang, WH, Okada, Y, Stancakova, A, Faul, JD, Zhao, W, Bartz, TM, Concas, MP, Franceschini, N, Enroth, S, Vitart, V, Trompet, S, Guo, XQ, Chasman, DI, O'Connel, JR, Corre, T, Nongmaithem, SS, Chen, Y, Mangino, M, Ruggiero, D, Michela, T, Farmaki, AE, Kacprowski, T, Bjonnes, A, van der Spek, Ashley, Wu, Y, Giri, AK, Yanek, LR, Wang, LH, Hofer, E, Rietveld, CA, McLeod, O, Cornelis, MC, Pattaro, C, Verweij, N, Baumbach, C, Abdellaoui, A, Warren, HR, Vuckovic, D, Mei, H, Bouchard, C, Perry, JRB, Cappellani, S, Mirza, Saira, Benton, MC, Broeckel, U, Medland, SE, Lind, P, Malerba, G, Drong, A, Yengo, L, Bielak, LF, Zhi, DG, van der Most, PJ, Shriner, D, Magi, R, Hemani, G, Karaderi, T, Wang, ZM, Liu, T, Demuth, I, Zhao, JH, Meng, WH, Lataniotis, L, Laan, Sander, Bradfield, JP, Wood, AR, Bonnefond, A, Ahluwalia, TS, Hall, L, Salvi, E, Yazar, S, Carstensen, L, de Haan, HG, Abney, M, Afzal, U, Allison, MA, Amin, Najaf, Asselbergs, FW, Bakker, SJL, Barr, RG, Baumeister, SE, Benjamin, DJ, Bergmann, S, Boerwinkle, E, Bottinger, EP, Campbell, A (Archie), Chakravarti, A, Chan, YL, Chanock, SJ, Chen, C (Christopher Li Hsian), Chen, YDI, Collins, FS, Connell, J, Correa, A, Cupples, LA, Smith, GD, Davies, G, Dorr, M, Ehret, G, Ellis, SB, Feenstra, B, Feitosa, MF, Ford, I, Fox, CS, Frayling, TM, Friedrich, N, Geller, F, Scotland, G, Gillham-Nasenya, I, Gottesman, O, Graff, M, Grodstein, F, Gu, C, Haley, C, Hammond, CJ, Harris, SE, Harris, TB, Hastie, ND, Heard-Costa, NL, Heikkila, K, Hocking, LJ, Homuth, G, Hottenga, Jouke-Jan, Huang, JY, Huffman, JE, Hysi, Pirro G., Arfan Ikram, M., Ingelsson, E, Joensuu, A, Johansson, A, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kanoni, S, Kerr, SM, Khan, NM, Koellinger, P, Koistinen, HA, Kooner, MK, Kubo, M, Kuusisto, J, Lahti, J, Launer, Lenore J., Lea, RA, Lehne, B, Lehtimaki, T, Liewald, DCM, Lind, L, Loh, M, Lokki, ML, London, SJ, Loomis, SJ, Loukola, A, Lu, YC, Lumley, T, Lundqvist, A, Mannisto, S, Marques-Vidal, P, Masciullo, C, Matchan, A, Mathias, RA, Matsuda, K, Meigs, JB, Meisinger, C, Meitinger, T, Menni, C, Mentch, FD, Mihailov, E, Milani, L, Montasser, ME, Montgomery, G, Morrison, A, Myers, RH, Nadukuru, R, Navarro, P, Nelis, M, Nieminen, MS, Nolte, Ilja M., O'Connor, GT, Ogunniyi, A, Padmanabhan, S, Palmas, WR, Pankow, JS, Patarcic, I, Pavani, F, Peyser, PA, Pietilainen, K, Poulter, N, Prokopenko, I, Ralhan, S, Redmond, P, Rich, SS, Rissanen, H, Robino, A, Rose, LM, Rose, R, Sala, C, Salako, B, Salomaa, V, Sarin, AP, Saxena, R, Schmidt, Heléna, Scott, LJ, Scott, WR, Sennblad, B, Seshadri, S, Sever, P, Shrestha, S, Smith, BH, Smith, JA, Soranzo, N, Sotoodehnia, N, Southam, L, Stanton, AV, Stathopoulou, MG, Strauch, K, Strawbridge, RJ, Suderman, MJ, Tandon, N, Tang, ST, Taylor, KD, Tayo, BO, Toglhofer, AM, Tomaszewski, M, Tsernikova, N, Tuomilehto, J, Uitterlinden, André, Vaidya, D, Vlieg, AV, van Setten, J, Vasankari, T, Vedantam, S, Vlachopoulou, E, Vozzi, D, Vuoksimaa, E, Waldenberger, M, Ware, EB, Wentworth-Shields, W, Whitfield, JB, Wild, S, Willemsen, G, Yajnik, CS, Yao, J, Zaza, G, Zhu, XF, Salem, RM, Melbye, M, Bisgaard, H, Samani, NJ, Cusi, D, Mackey, DA, Cooper, RS, Froguel, P, Pasterkamp, G, Grant, SFA, Hakonarson, H, Ferrucci, L, Scott, RA, Morris, AD, Palmer, CNA, Dedoussis, G, Deloukas, P, Bertram, L, Lindenberger, U, Berndt, SI, Lindgren, CM, Timpson, NJ, Tonjes, A, Munroe, PB, Sorensen, TIA, Rotimi, CN, Arnett, DK, Oldehinkel, Albertine J., Kardia, SLR, Balkau, B, Gambaro, G, Morris, AP, Eriksson, JG, Wright, MJ, Martin, NG, Hunt, SC, Starr, JM, Deary, IJ, Griffiths, LR, Tiemeier, Henning, Pirastu, N, Kaprio, J, Wareham, NJ, Peerusse, L, Wilson, JG, Girotto, G, Caulfield, MJ, Raitakari, O, Boomsma, DI, Gieger, C, van der Harst, P, Hicks, AA, Kraft, P, Sinisalo, J, Knekt, P, Johannesson, M, Magnusson, PKE, Hamsten, A, Schmidt, R, Borecki, IB, Vartiainen, E, Becker, DM, Bharadwaj, D, Mohlke, KL, Boehnke, M, van Duijn, Cornelia M., Sanghera, DK, Teumer, A, Zeggini, E, Metspalu, A, Gasparini, P, Ulivi, S, Ober, C, Toniolo, D, Rudan, I, Porteous, DJ, Ciullo, M, Spector, Tim D., Hayward, C, Dupuis, J, Loos, RJF, Wright, AF, Chandak, GR, Vollenweider, P, Shuldiner, AR, Ridker, PM, Rotter, JI, Sattar, N, Gyllensten, U, North, KE, Pirastu, M, Psaty, Bruce M., Weir, DR, Laakso, M, Gudnason, V, Takahashi, A, Chambers, JC, Kooner, JS, Strachan, DP, Campbell, H, Hirschhorn, JN, Perola, M, Polasek, O, Wilson, JF, Joshi, PK, Esko, T, Mattsson, H, Eklund, N, Gandin, I, Nutile, T, Jackson, AU, Schurmann, C, Smith, AV, Zhang, WH, Okada, Y, Stancakova, A, Faul, JD, Zhao, W, Bartz, TM, Concas, MP, Franceschini, N, Enroth, S, Vitart, V, Trompet, S, Guo, XQ, Chasman, DI, O'Connel, JR, Corre, T, Nongmaithem, SS, Chen, Y, Mangino, M, Ruggiero, D, Michela, T, Farmaki, AE, Kacprowski, T, Bjonnes, A, van der Spek, Ashley, Wu, Y, Giri, AK, Yanek, LR, Wang, LH, Hofer, E, Rietveld, CA, McLeod, O, Cornelis, MC, Pattaro, C, Verweij, N, Baumbach, C, Abdellaoui, A, Warren, HR, Vuckovic, D, Mei, H, Bouchard, C, Perry, JRB, Cappellani, S, Mirza, Saira, Benton, MC, Broeckel, U, Medland, SE, Lind, P, Malerba, G, Drong, A, Yengo, L, Bielak, LF, Zhi, DG, van der Most, PJ, Shriner, D, Magi, R, Hemani, G, Karaderi, T, Wang, ZM, Liu, T, Demuth, I, Zhao, JH, Meng, WH, Lataniotis, L, Laan, Sander, Bradfield, JP, Wood, AR, Bonnefond, A, Ahluwalia, TS, Hall, L, Salvi, E, Yazar, S, Carstensen, L, de Haan, HG, Abney, M, Afzal, U, Allison, MA, Amin, Najaf, Asselbergs, FW, Bakker, SJL, Barr, RG, Baumeister, SE, Benjamin, DJ, Bergmann, S, Boerwinkle, E, Bottinger, EP, Campbell, A (Archie), Chakravarti, A, Chan, YL, Chanock, SJ, Chen, C (Christopher Li Hsian), Chen, YDI, Collins, FS, Connell, J, Correa, A, Cupples, LA, Smith, GD, Davies, G, Dorr, M, Ehret, G, Ellis, SB, Feenstra, B, Feitosa, MF, Ford, I, Fox, CS, Frayling, TM, Friedrich, N, Geller, F, Scotland, G, Gillham-Nasenya, I, Gottesman, O, Graff, M, Grodstein, F, Gu, C, Haley, C, Hammond, CJ, Harris, SE, Harris, TB, Hastie, ND, Heard-Costa, NL, Heikkila, K, Hocking, LJ, Homuth, G, Hottenga, Jouke-Jan, Huang, JY, Huffman, JE, Hysi, Pirro G., Arfan Ikram, M., Ingelsson, E, Joensuu, A, Johansson, A, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kanoni, S, Kerr, SM, Khan, NM, Koellinger, P, Koistinen, HA, Kooner, MK, Kubo, M, Kuusisto, J, Lahti, J, Launer, Lenore J., Lea, RA, Lehne, B, Lehtimaki, T, Liewald, DCM, Lind, L, Loh, M, Lokki, ML, London, SJ, Loomis, SJ, Loukola, A, Lu, YC, Lumley, T, Lundqvist, A, Mannisto, S, Marques-Vidal, P, Masciullo, C, Matchan, A, Mathias, RA, Matsuda, K, Meigs, JB, Meisinger, C, Meitinger, T, Menni, C, Mentch, FD, Mihailov, E, Milani, L, Montasser, ME, Montgomery, G, Morrison, A, Myers, RH, Nadukuru, R, Navarro, P, Nelis, M, Nieminen, MS, Nolte, Ilja M., O'Connor, GT, Ogunniyi, A, Padmanabhan, S, Palmas, WR, Pankow, JS, Patarcic, I, Pavani, F, Peyser, PA, Pietilainen, K, Poulter, N, Prokopenko, I, Ralhan, S, Redmond, P, Rich, SS, Rissanen, H, Robino, A, Rose, LM, Rose, R, Sala, C, Salako, B, Salomaa, V, Sarin, AP, Saxena, R, Schmidt, Heléna, Scott, LJ, Scott, WR, Sennblad, B, Seshadri, S, Sever, P, Shrestha, S, Smith, BH, Smith, JA, Soranzo, N, Sotoodehnia, N, Southam, L, Stanton, AV, Stathopoulou, MG, Strauch, K, Strawbridge, RJ, Suderman, MJ, Tandon, N, Tang, ST, Taylor, KD, Tayo, BO, Toglhofer, AM, Tomaszewski, M, Tsernikova, N, Tuomilehto, J, Uitterlinden, André, Vaidya, D, Vlieg, AV, van Setten, J, Vasankari, T, Vedantam, S, Vlachopoulou, E, Vozzi, D, Vuoksimaa, E, Waldenberger, M, Ware, EB, Wentworth-Shields, W, Whitfield, JB, Wild, S, Willemsen, G, Yajnik, CS, Yao, J, Zaza, G, Zhu, XF, Salem, RM, Melbye, M, Bisgaard, H, Samani, NJ, Cusi, D, Mackey, DA, Cooper, RS, Froguel, P, Pasterkamp, G, Grant, SFA, Hakonarson, H, Ferrucci, L, Scott, RA, Morris, AD, Palmer, CNA, Dedoussis, G, Deloukas, P, Bertram, L, Lindenberger, U, 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Chambers, JC, Kooner, JS, Strachan, DP, Campbell, H, Hirschhorn, JN, Perola, M, Polasek, O, and Wilson, JF

Abstract

Homozygosity has long been associated with rare, often devastating, Mendelian disorders(1), and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness(2). However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power(3,4). Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 x 10(-300), 2.1 x 10(-6), 2.5 x 10(-10) and 1.8 x 10(-10), respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples(5,6), no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection(7), this study provides evidence that increased stature and cognitive function have been positively sele

Published
2015

50. Genome-Wide Association Study for Type 2 Diabetes in Indians Identifies a New Susceptibility Locus at 2q21

Author

Tabassum, R., Chauhan, G., Dwivedi, O.P., Mahajan, A., Jaiswal, A., Kaur, I., Bandesh, K., Singh, T., Mathai, B.J., Pandey, Y., Chidambaram, M., Sharma, A., Chavali, S., Sengupta, S., Ramakrishnan, L., Venkatesh, P., Aggarwal, S.K., Ghosh, S., Prabhakaran, D., Srinath, R.K., Saxena, M., Banerjee, M., Mathur, S., Bhansali, A., Shah, V.N., Madhu, S.V., Marwaha, R.K., Basu, A., Scaria, V., McCarthy, M.I., Venkatesan, R., Mohan, V., Tandon, N., Bharadwaj, D., DIAGRAM, and INDICO

Abstract

Indians undergoing socioeconomic and lifestyle transitions will\ud be maximally affected by epidemic of type 2 diabetes (T2D). We\ud conducted a two-stage genome-wide association study of T2D in\ud 12,535 Indians, a less explored but high-risk group. We identified\ud a new type 2 diabetes–associated locus at 2q21, with the lead\ud signal being rs6723108 (odds ratio 1.31; P = 3.32 3 1029\ud ). Imputation\ud analysis refined the signal to rs998451 (odds ratio 1.56;\ud P = 6.3 3 10212) within TMEM163 that encodes a probable vesicular\ud transporter in nerve terminals. TMEM163 variants also\ud showed association with decreased fasting plasma insulin and\ud homeostatic model assessment of insulin resistance, indicating\ud a plausible effect through impaired insulin secretion. The 2q21\ud region also harbors RAB3GAP1 and ACMSD; those are involved\ud in neurologic disorders. Forty-nine of 56 previously reported signals\ud showed consistency in direction with similar effect sizes in\ud Indians and previous studies, and 25 of them were also associated\ud (P , 0.05). Known loci and the newly identified 2q21 locus altogether\ud explained 7.65% variance in the risk of T2D in Indians. Our\ud study suggests that common susceptibility variants for T2D are\ud largely the same across populations, but also reveals a population-specific\ud locus and provides further insights into genetic architecture\ud and etiology of T2D.

Published
2013

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