Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts
Jelenkovic A, Sund R, Hur Y-M, Yokoyama Y, Hjelmborg JVB, Moller S, Honda C, Magnusson PKE, Pedersen NL, Ooki S, Aaltonen S, et al. (2016)
SCIENTIFIC REPORTS 6(1): 28496.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
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Autor*in
Jelenkovic, Aline;
Sund, Reijo;
Hur, Yoon-Mi;
Yokoyama, Yoshie;
Hjelmborg, Jacob V. B.;
Moller, Soren;
Honda, Chika;
Magnusson, Patrik K. E.;
Pedersen, Nancy L.;
Ooki, Syuichi;
Aaltonen, Sari;
Stazi, Maria A.
Alle
Alle
Abstract / Bemerkung
Height variation is known to be determined by both genetic and environmental factors, but a systematic description of how their influences differ by sex, age and global regions is lacking. We conducted an individual-based pooled analysis of 45 twin cohorts from 20 countries, including 180,520 paired measurements at ages 1-19 years. The proportion of height variation explained by shared environmental factors was greatest in early childhood, but these effects remained present until early adulthood. Accordingly, the relative genetic contribution increased with age and was greatest in adolescence (up to 0.83 in boys and 0.76 in girls). Comparing geographic-cultural regions (Europe, North-America and Australia, and East-Asia), genetic variance was greatest in North-America and Australia and lowest in East-Asia, but the relative proportion of genetic variation was roughly similar across these regions. Our findings provide further insights into height variation during childhood and adolescence in populations representing different ethnicities and exposed to different environments.
Erscheinungsjahr
2016
Zeitschriftentitel
SCIENTIFIC REPORTS
Band
6
Ausgabe
1
Art.-Nr.
28496
ISSN
2045-2322
Page URI
https://pub.uni-bielefeld.de/record/2904690
Zitieren
Jelenkovic A, Sund R, Hur Y-M, et al. Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts. SCIENTIFIC REPORTS. 2016;6(1): 28496.
Jelenkovic, A., Sund, R., Hur, Y. - M., Yokoyama, Y., Hjelmborg, J. V. B., Moller, S., Honda, C., et al. (2016). Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts. SCIENTIFIC REPORTS, 6(1), 28496. doi:10.1038/srep28496
Jelenkovic, Aline, Sund, Reijo, Hur, Yoon-Mi, Yokoyama, Yoshie, Hjelmborg, Jacob V. B., Moller, Soren, Honda, Chika, et al. 2016. “Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts”. SCIENTIFIC REPORTS 6 (1): 28496.
Jelenkovic, A., Sund, R., Hur, Y. - M., Yokoyama, Y., Hjelmborg, J. V. B., Moller, S., Honda, C., Magnusson, P. K. E., Pedersen, N. L., Ooki, S., et al. (2016). Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts. SCIENTIFIC REPORTS 6:28496.
Jelenkovic, A., et al., 2016. Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts. SCIENTIFIC REPORTS, 6(1): 28496.
A. Jelenkovic, et al., “Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts”, SCIENTIFIC REPORTS, vol. 6, 2016, : 28496.
Jelenkovic, A., Sund, R., Hur, Y.-M., Yokoyama, Y., Hjelmborg, J.V.B., Moller, S., Honda, C., Magnusson, P.K.E., Pedersen, N.L., Ooki, S., Aaltonen, S., Stazi, M.A., Fagnani, C., D'Ippolito, C., Freitas, D.L., Maia, J.A., Ji, F., Ning, F., Pang, Z., Rebato, E., Busjahn, A., Kandler, C., Saudino, K.J., Jang, K.L., Cozen, W., Hwang, A.E., Mack, T.M., Gao, W., Yu, C., Li, L., Corley, R.P., Huibregtse, B.M., Derom, C.A., Vlietinck, R.F., Loos, R.J.F., Heikkila, K., Wardle, J., Llewellyn, C.H., Fisher, A., McAdams, T.A., Eley, T.C., Gregory, A.M., He, M., Ding, X., Bjerregaard-Andersen, M., Beck-Nielsen, H., Sodemann, M., Tarnoki, A.D., Tarnoki, D.L., Knafo-Noam, A., Mankuta, D., Abramson, L., Burt, S.A., Klump, K.L., Silberg, J.L., Eaves, L.J., Maes, H.H., Krueger, R.F., McGue, M., Pahlen, S., Gatz, M., Butler, D.A., Bartels, M., van Beijsterveldt, T.C.E.M., Craig, J.M., Saffery, R., Dubois, L., Boivin, M., Brendgen, M., Dionne, G., Vitaro, F., Martin, N.G., Medland, S.E., Montgomery, G.W., Swan, G.E., Krasnow, R., Tynelius, P., Lichtenstein, P., Haworth, C.M.A., Plomin, R., Bayasgalan, G., Narandalai, D., Harden, K.P., Tucker-Drob, E.M., Spector, T., Mangino, M., Lachance, G., Baker, L.A., Tuvblad, C., Duncan, G.E., Buchwald, D., Willemsen, G., Skytthe, A., Kyvik, K.O., Christensen, K., Oncel, S.Y., Aliev, F., Rasmussen, F., Goldberg, J.H., Sorensen, T.I.A., Boomsma, D.I., Kaprio, J., Silventoinen, K.: Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts. SCIENTIFIC REPORTS. 6, : 28496 (2016).
Jelenkovic, Aline, Sund, Reijo, Hur, Yoon-Mi, Yokoyama, Yoshie, Hjelmborg, Jacob V. B., Moller, Soren, Honda, Chika, Magnusson, Patrik K. E., Pedersen, Nancy L., Ooki, Syuichi, Aaltonen, Sari, Stazi, Maria A., Fagnani, Corrado, D'Ippolito, Cristina, Freitas, Duarte L., Maia, Jose Antonio, Ji, Fuling, Ning, Feng, Pang, Zengchang, Rebato, Esther, Busjahn, Andreas, Kandler, Christian, Saudino, Kimberly J., Jang, Kerry L., Cozen, Wendy, Hwang, Amie E., Mack, Thomas M., Gao, Wenjing, Yu, Canqing, Li, Liming, Corley, Robin P., Huibregtse, Brooke M., Derom, Catherine A., Vlietinck, Robert F., Loos, Ruth J. F., Heikkila, Kauko, Wardle, Jane, Llewellyn, Clare H., Fisher, Abigail, McAdams, Tom A., Eley, Thalia C., Gregory, Alice M., He, Mingguang, Ding, Xiaohu, Bjerregaard-Andersen, Morten, Beck-Nielsen, Henning, Sodemann, Morten, Tarnoki, Adam D., Tarnoki, David L., Knafo-Noam, Ariel, Mankuta, David, Abramson, Lior, Burt, S. Alexandra, Klump, Kelly L., Silberg, Judy L., Eaves, Lindon J., Maes, Hermine H., Krueger, Robert F., McGue, Matt, Pahlen, Shandell, Gatz, Margaret, Butler, David A., Bartels, Meike, van Beijsterveldt, Toos C. E. M., Craig, Jeffrey M., Saffery, Richard, Dubois, Lise, Boivin, Michel, Brendgen, Mara, Dionne, Ginette, Vitaro, Frank, Martin, Nicholas G., Medland, Sarah E., Montgomery, Grant W., Swan, Gary E., Krasnow, Ruth, Tynelius, Per, Lichtenstein, Paul, Haworth, Claire M. A., Plomin, Robert, Bayasgalan, Gombojav, Narandalai, Danshiitsoodol, Harden, K. Paige, Tucker-Drob, Elliot M., Spector, Timothy, Mangino, Massimo, Lachance, Genevieve, Baker, Laura A., Tuvblad, Catherine, Duncan, Glen E., Buchwald, Dedra, Willemsen, Gonneke, Skytthe, Axel, Kyvik, Kirsten O., Christensen, Kaare, Oncel, Sevgi Y., Aliev, Fazil, Rasmussen, Finn, Goldberg, Jack H., Sorensen, Thorkild I. A., Boomsma, Dorret I., Kaprio, Jaakko, and Silventoinen, Karri. “Genetic and environmental influences on height from infancy to early adulthood: An individual-based pooled analysis of 45 twin cohorts”. SCIENTIFIC REPORTS 6.1 (2016): 28496.
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Bozzoli C, Deaton A, Quintana-Domeque C., Demography 46(4), 2009
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AUTHOR UNKNOWN, 2009
AUTHOR UNKNOWN, 2009
AUTHOR UNKNOWN, 1990
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Dubois L, Ohm Kyvik K, Girard M, Tatone-Tokuda F, Perusse D, Hjelmborg J, Skytthe A, Rasmussen F, Wright MJ, Lichtenstein P, Martin NG., PLoS ONE 7(2), 2012
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Dubois L, Ohm Kyvik K, Girard M, Tatone-Tokuda F, Perusse D, Hjelmborg J, Skytthe A, Rasmussen F, Wright MJ, Lichtenstein P, Martin NG., PLoS ONE 7(2), 2012
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Mook-Kanamori DO, van Beijsterveldt CE, Steegers EA, Aulchenko YS, Raat H, Hofman A, Eilers PH, Boomsma DI, Jaddoe VW., PLoS ONE 7(7), 2012
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Silventoinen K, Pietilainen KH, Tynelius P, Sorensen TI, Kaprio J, Rasmussen F., Am. J. Hum. Biol. 20(3), 2008
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Silventoinen K, Bartels M, Posthuma D, Estourgie-van Burk GF, Willemsen G, van Beijsterveldt TC, Boomsma DI., Twin Res Hum Genet 10(2), 2007
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Hur YM, Kaprio J, Iacono WG, Boomsma DI, McGue M, Silventoinen K, Martin NG, Luciano M, Visscher PM, Rose RJ, He M, Ando J, Ooki S, Nonaka K, Lin CC, Lajunen HR, Cornes BK, Bartels M, van Beijsterveldt CE, Cherny SS, Mitchell K., Int J Obes (Lond) 32(10), 2008
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Hur YM, Kaprio J, Iacono WG, Boomsma DI, McGue M, Silventoinen K, Martin NG, Luciano M, Visscher PM, Rose RJ, He M, Ando J, Ooki S, Nonaka K, Lin CC, Lajunen HR, Cornes BK, Bartels M, van Beijsterveldt CE, Cherny SS, Mitchell K., Int J Obes (Lond) 32(10), 2008
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Genetic and environmental influences on growth from late childhood to adulthood: a longitudinal study of two Finnish twin cohorts.
Jelenkovic A, Ortega-Alonso A, Rose RJ, Kaprio J, Rebato E, Silventoinen K., Am. J. Hum. Biol. 23(6), 2011
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Heritability of adult body height: a comparative study of twin cohorts in eight countries.
Silventoinen K, Sammalisto S, Perola M, Boomsma DI, Cornes BK, Davis C, Dunkel L, De Lange M, Harris JR, Hjelmborg JV, Luciano M, Martin NG, Mortensen J, Nistico L, Pedersen NL, Skytthe A, Spector TD, Stazi MA, Willemsen G, Kaprio J., Twin Res 6(5), 2003
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Dubois L, Girard M, Girard A, Tremblay R, Boivin M, Perusse D., Twin Res Hum Genet 10(3), 2007
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Body size in five-year-old twins: heritability and comparison to singleton standards.
Estourgie-van Burk GF, Bartels M, van Beijsterveldt TC, Delemarre-van de Waal HA, Boomsma DI., Twin Res Hum Genet 9(5), 2006
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Sex differences in genetic and environmental factors contributing to body-height.
Silventoinen K, Kaprio J, Lahelma E, Viken RJ, Rose RJ., Twin Res 4(1), 2001
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Twin studies in medical research: can they tell us whether diseases are genetically determined?
Phillips DI., Lancet 341(8851), 1993
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The secular trend in human physical growth: a biological view.
Cole TJ., Econ Hum Biol 1(2), 2003
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Meta-analysis of the heritability of human traits based on fifty years of twin studies.
Polderman TJ, Benyamin B, de Leeuw CA, Sullivan PF, van Bochoven A, Visscher PM, Posthuma D., Nat. Genet. 47(7), 2015
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Polderman TJ, Benyamin B, de Leeuw CA, Sullivan PF, van Bochoven A, Visscher PM, Posthuma D., Nat. Genet. 47(7), 2015
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Genetic variance estimation with imputed variants finds negligible missing heritability for human height and body mass index.
Yang J, Bakshi A, Zhu Z, Hemani G, Vinkhuyzen AA, Lee SH, Robinson MR, Perry JR, Nolte IM, van Vliet-Ostaptchouk JV, Snieder H; LifeLines Cohort Study, Esko T, Milani L, Magi R, Metspalu A, Hamsten A, Magnusson PK, Pedersen NL, Ingelsson E, Soranzo N, Keller MC, Wray NR, Goddard ME, Visscher PM., Nat. Genet. 47(10), 2015
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Yang J, Bakshi A, Zhu Z, Hemani G, Vinkhuyzen AA, Lee SH, Robinson MR, Perry JR, Nolte IM, van Vliet-Ostaptchouk JV, Snieder H; LifeLines Cohort Study, Esko T, Milani L, Magi R, Metspalu A, Hamsten A, Magnusson PK, Pedersen NL, Ingelsson E, Soranzo N, Keller MC, Wray NR, Goddard ME, Visscher PM., Nat. Genet. 47(10), 2015
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A novel common variant in DCST2 is associated with length in early life and height in adulthood.
van der Valk RJ, Kreiner-Moller E, Kooijman MN, Guxens M, Stergiakouli E, Saaf A, Bradfield JP, Geller F, Hayes MG, Cousminer DL, Korner A, Thiering E, Curtin JA, Myhre R, Huikari V, Joro R, Kerkhof M, Warrington NM, Pitkanen N, Ntalla I, Horikoshi M, Veijola R, Freathy RM, Teo YY, Barton SJ, Evans DM, Kemp JP, St Pourcain B, Ring SM, Davey Smith G, Bergstrom A, Kull I, Hakonarson H, Mentch FD, Bisgaard H, Chawes B, Stokholm J, Waage J, Eriksen P, Sevelsted A, Melbye M; Early Genetics and Lifecourse Epidemiology (EAGLE) Consortium, van Duijn CM, Medina-Gomez C, Hofman A, de Jongste JC, Taal HR, Uitterlinden AG; Genetic Investigation of ANthropometric Traits (GIANT) Consortium, Armstrong LL, Eriksson J, Palotie A, Bustamante M, Estivill X, Gonzalez JR, Llop S, Kiess W, Mahajan A, Flexeder C, Tiesler CM, Murray CS, Simpson A, Magnus P, Sengpiel V, Hartikainen AL, Keinanen-Kiukaanniemi S, Lewin A, Da Silva Couto Alves A, Blakemore AI, Buxton JL, Kaakinen M, Rodriguez A, Sebert S, Vaarasmaki M, Lakka T, Lindi V, Gehring U, Postma DS, Ang W, Newnham JP, Lyytikainen LP, Pahkala K, Raitakari OT, Panoutsopoulou K, Zeggini E, Boomsma DI, Groen-Blokhuis M, Ilonen J, Franke L, Hirschhorn JN, Pers TH, Liang L, Huang J, Hocher B, Knip M, Saw SM, Holloway JW, Melen E, Grant SF, Feenstra B, Lowe WL, Widen E, Sergeyev E, Grallert H, Custovic A, Jacobsson B, Jarvelin MR, Atalay M, Koppelman GH, Pennell CE, Niinikoski H, Dedoussis GV, Mccarthy MI, Frayling TM, Sunyer J, Timpson NJ, Rivadeneira F, Bonnelykke K, Jaddoe VW; Early Growth Genetics (EGG) Consortium., Hum. Mol. Genet. 24(4), 2014
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van der Valk RJ, Kreiner-Moller E, Kooijman MN, Guxens M, Stergiakouli E, Saaf A, Bradfield JP, Geller F, Hayes MG, Cousminer DL, Korner A, Thiering E, Curtin JA, Myhre R, Huikari V, Joro R, Kerkhof M, Warrington NM, Pitkanen N, Ntalla I, Horikoshi M, Veijola R, Freathy RM, Teo YY, Barton SJ, Evans DM, Kemp JP, St Pourcain B, Ring SM, Davey Smith G, Bergstrom A, Kull I, Hakonarson H, Mentch FD, Bisgaard H, Chawes B, Stokholm J, Waage J, Eriksen P, Sevelsted A, Melbye M; Early Genetics and Lifecourse Epidemiology (EAGLE) Consortium, van Duijn CM, Medina-Gomez C, Hofman A, de Jongste JC, Taal HR, Uitterlinden AG; Genetic Investigation of ANthropometric Traits (GIANT) Consortium, Armstrong LL, Eriksson J, Palotie A, Bustamante M, Estivill X, Gonzalez JR, Llop S, Kiess W, Mahajan A, Flexeder C, Tiesler CM, Murray CS, Simpson A, Magnus P, Sengpiel V, Hartikainen AL, Keinanen-Kiukaanniemi S, Lewin A, Da Silva Couto Alves A, Blakemore AI, Buxton JL, Kaakinen M, Rodriguez A, Sebert S, Vaarasmaki M, Lakka T, Lindi V, Gehring U, Postma DS, Ang W, Newnham JP, Lyytikainen LP, Pahkala K, Raitakari OT, Panoutsopoulou K, Zeggini E, Boomsma DI, Groen-Blokhuis M, Ilonen J, Franke L, Hirschhorn JN, Pers TH, Liang L, Huang J, Hocher B, Knip M, Saw SM, Holloway JW, Melen E, Grant SF, Feenstra B, Lowe WL, Widen E, Sergeyev E, Grallert H, Custovic A, Jacobsson B, Jarvelin MR, Atalay M, Koppelman GH, Pennell CE, Niinikoski H, Dedoussis GV, Mccarthy MI, Frayling TM, Sunyer J, Timpson NJ, Rivadeneira F, Bonnelykke K, Jaddoe VW; Early Growth Genetics (EGG) Consortium., Hum. Mol. Genet. 24(4), 2014
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Forty years trends in timing of pubertal growth spurt in 157,000 Danish school children.
Aksglaede L, Olsen LW, Sorensen TI, Juul A., PLoS ONE 3(7), 2008
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Aksglaede L, Olsen LW, Sorensen TI, Juul A., PLoS ONE 3(7), 2008
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AUTHOR UNKNOWN, 2013
Genetic and environmental influences on pubertal timing assessed by height growth.
Wehkalampi K, Silventoinen K, Kaprio J, Dick DM, Rose RJ, Pulkkinen L, Dunkel L., Am. J. Hum. Biol. 20(4), 2008
PMID: 18293372
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An atlas of genetic correlations across human diseases and traits.
Bulik-Sullivan B, Finucane HK, Anttila V, Gusev A, Day FR, Loh PR; ReproGen Consortium; Psychiatric Genomics Consortium; Genetic Consortium for Anorexia Nervosa of the Wellcome Trust Case Control Consortium 3, Duncan L, Perry JR, Patterson N, Robinson EB, Daly MJ, Price AL, Neale BM., Nat. Genet. 47(11), 2015
PMID: 26414676
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PMID: 26414676
Genome-wide association and longitudinal analyses reveal genetic loci linking pubertal height growth, pubertal timing and childhood adiposity.
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PMID: 23449627
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Pseudoautosomal deletions encompassing a novel homeobox gene cause growth failure in idiopathic short stature and Turner syndrome.
Rao E, Weiss B, Fukami M, Rump A, Niesler B, Mertz A, Muroya K, Binder G, Kirsch S, Winkelmann M, Nordsiek G, Heinrich U, Breuning MH, Ranke MB, Rosenthal A, Ogata T, Rappold GA., Nat. Genet. 16(1), 1997
PMID: 9140395
Rao E, Weiss B, Fukami M, Rump A, Niesler B, Mertz A, Muroya K, Binder G, Kirsch S, Winkelmann M, Nordsiek G, Heinrich U, Breuning MH, Ranke MB, Rosenthal A, Ogata T, Rappold GA., Nat. Genet. 16(1), 1997
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Growth during puberty in the XYY boy.
Ratcliffe SG, Pan H, McKie M., Ann. Hum. Biol. 19(6), 1992
PMID: 1476413
Ratcliffe SG, Pan H, McKie M., Ann. Hum. Biol. 19(6), 1992
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Many sequence variants affecting diversity of adult human height.
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PMID: 18391951
Population genetic differentiation of height and body mass index across Europe.
Robinson MR, Hemani G, Medina-Gomez C, Mezzavilla M, Esko T, Shakhbazov K, Powell JE, Vinkhuyzen A, Berndt SI, Gustafsson S, Justice AE, Kahali B, Locke AE, Pers TH, Vedantam S, Wood AR, van Rheenen W, Andreassen OA, Gasparini P, Metspalu A, Berg LH, Veldink JH, Rivadeneira F, Werge TM, Abecasis GR, Boomsma DI, Chasman DI, de Geus EJ, Frayling TM, Hirschhorn JN, Hottenga JJ, Ingelsson E, Loos RJ, Magnusson PK, Martin NG, Montgomery GW, North KE, Pedersen NL, Spector TD, Speliotes EK, Goddard ME, Yang J, Visscher PM., Nat. Genet. 47(11), 2015
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PMID: 26366552
Differences in health characteristics between native Japanese and Japanese-Americans.
Fujiwara S, Huang C, Ross PD, Yamada M, Kodama K, Davis JW, Wasnich RD., J Cross Cult Gerontol 14(3), 1999
PMID: 14617885
Fujiwara S, Huang C, Ross PD, Yamada M, Kodama K, Davis JW, Wasnich RD., J Cross Cult Gerontol 14(3), 1999
PMID: 14617885
Genetic and Environmental Effects on Weight, Height, and BMI Under 18 Years in a Chinese Population-Based Twin Sample.
Liu Q, Yu C, Gao W, Cao W, Lyu J, Wang S, Pang Z, Cong L, Dong Z, Wu F, Wang H, Wu X, Jiang G, Wang B, Li L., Twin Res Hum Genet 18(5), 2015
PMID: 26379063
Liu Q, Yu C, Gao W, Cao W, Lyu J, Wang S, Pang Z, Cong L, Dong Z, Wu F, Wang H, Wu X, Jiang G, Wang B, Li L., Twin Res Hum Genet 18(5), 2015
PMID: 26379063
Variation in human mate choice: simultaneously investigating heritability, parental influence, sexual imprinting, and assortative mating.
Zietsch BP, Verweij KJ, Heath AC, Martin NG., Am. Nat. 177(5), 2011
PMID: 21508607
Zietsch BP, Verweij KJ, Heath AC, Martin NG., Am. Nat. 177(5), 2011
PMID: 21508607
Directional dominance on stature and cognition in diverse human populations.
s, Nature 523(7561), 2015
PMID: 26131930
s, Nature 523(7561), 2015
PMID: 26131930
The CODATwins Project: The Cohort Description of Collaborative Project of Development of Anthropometrical Measures in Twins to Study Macro-Environmental Variation in Genetic and Environmental Effects on Anthropometric Traits.
Silventoinen K, Jelenkovic A, Sund R, Honda C, Aaltonen S, Yokoyama Y, Tarnoki AD, Tarnoki DL, Ning F, Ji F, Pang Z, Ordonana JR, Sanchez-Romera JF, Colodro-Conde L, Burt SA, Klump KL, Medland SE, Montgomery GW, Kandler C, McAdams TA, Eley TC, Gregory AM, Saudino KJ, Dubois L, Boivin M, Haworth CM, Plomin R, Oncel SY, Aliev F, Stazi MA, Fagnani C, D'Ippolito C, Craig JM, Saffery R, Siribaddana SH, Hotopf M, Sumathipala A, Spector T, Mangino M, Lachance G, Gatz M, Butler DA, Bayasgalan G, Narandalai D, Freitas DL, Maia JA, Harden KP, Tucker-Drob EM, Christensen K, Skytthe A, Kyvik KO, Hong C, Chong Y, Derom CA, Vlietinck RF, Loos RJ, Cozen W, Hwang AE, Mack TM, He M, Ding X, Chang B, Silberg JL, Eaves LJ, Maes HH, Cutler TL, Hopper JL, Aujard K, Magnusson PK, Pedersen NL, Aslan AK, Song YM, Yang S, Lee K, Baker LA, Tuvblad C, Bjerregaard-Andersen M, Beck-Nielsen H, Sodemann M, Heikkila K, Tan Q, Zhang D, Swan GE, Krasnow R, Jang KL, Knafo-Noam A, Mankuta D, Abramson L, Lichtenstein P, Krueger RF, McGue M, Pahlen S, Tynelius P, Duncan GE, Buchwald D, Corley RP, Huibregtse BM, Nelson TL, Whitfield KE, Franz CE, Kremen WS, Lyons MJ, Ooki S, Brandt I, Nilsen TS, Inui F, Watanabe M, Bartels M, van Beijsterveldt TC, Wardle J, Llewellyn CH, Fisher A, Rebato E, Martin NG, Iwatani Y, Hayakawa K, Rasmussen F, Sung J, Harris JR, Willemsen G, Busjahn A, Goldberg JH, Boomsma DI, Hur YM, Sorensen TI, Kaprio J., Twin Res Hum Genet 18(4), 2015
PMID: 26014041
Silventoinen K, Jelenkovic A, Sund R, Honda C, Aaltonen S, Yokoyama Y, Tarnoki AD, Tarnoki DL, Ning F, Ji F, Pang Z, Ordonana JR, Sanchez-Romera JF, Colodro-Conde L, Burt SA, Klump KL, Medland SE, Montgomery GW, Kandler C, McAdams TA, Eley TC, Gregory AM, Saudino KJ, Dubois L, Boivin M, Haworth CM, Plomin R, Oncel SY, Aliev F, Stazi MA, Fagnani C, D'Ippolito C, Craig JM, Saffery R, Siribaddana SH, Hotopf M, Sumathipala A, Spector T, Mangino M, Lachance G, Gatz M, Butler DA, Bayasgalan G, Narandalai D, Freitas DL, Maia JA, Harden KP, Tucker-Drob EM, Christensen K, Skytthe A, Kyvik KO, Hong C, Chong Y, Derom CA, Vlietinck RF, Loos RJ, Cozen W, Hwang AE, Mack TM, He M, Ding X, Chang B, Silberg JL, Eaves LJ, Maes HH, Cutler TL, Hopper JL, Aujard K, Magnusson PK, Pedersen NL, Aslan AK, Song YM, Yang S, Lee K, Baker LA, Tuvblad C, Bjerregaard-Andersen M, Beck-Nielsen H, Sodemann M, Heikkila K, Tan Q, Zhang D, Swan GE, Krasnow R, Jang KL, Knafo-Noam A, Mankuta D, Abramson L, Lichtenstein P, Krueger RF, McGue M, Pahlen S, Tynelius P, Duncan GE, Buchwald D, Corley RP, Huibregtse BM, Nelson TL, Whitfield KE, Franz CE, Kremen WS, Lyons MJ, Ooki S, Brandt I, Nilsen TS, Inui F, Watanabe M, Bartels M, van Beijsterveldt TC, Wardle J, Llewellyn CH, Fisher A, Rebato E, Martin NG, Iwatani Y, Hayakawa K, Rasmussen F, Sung J, Harris JR, Willemsen G, Busjahn A, Goldberg JH, Boomsma DI, Hur YM, Sorensen TI, Kaprio J., Twin Res Hum Genet 18(4), 2015
PMID: 26014041
AUTHOR UNKNOWN, 1992
OpenMx: An Open Source Extended Structural Equation Modeling Framework.
Boker S, Neale M, Maes H, Wilde M, Spiegel M, Brick T, Spies J, Estabrook R, Kenny S, Bates T, Mehta P, Fox J., Psychometrika 76(2), 2011
PMID: 23258944
Boker S, Neale M, Maes H, Wilde M, Spiegel M, Brick T, Spies J, Estabrook R, Kenny S, Bates T, Mehta P, Fox J., Psychometrika 76(2), 2011
PMID: 23258944
Zygosity Differences in Height and Body Mass Index of Twins From Infancy to Old Age: A Study of the CODATwins Project.
Jelenkovic A, Yokoyama Y, Sund R, Honda C, Bogl LH, Aaltonen S, Ji F, Ning F, Pang Z, Ordonana JR, Sanchez-Romera JF, Colodro-Conde L, Burt SA, Klump KL, Medland SE, Montgomery GW, Kandler C, McAdams TA, Eley TC, Gregory AM, Saudino KJ, Dubois L, Boivin M, Tarnoki AD, Tarnoki DL, Haworth CM, Plomin R, Oncel SY, Aliev F, Stazi MA, Fagnani C, D'Ippolito C, Craig JM, Saffery R, Siribaddana SH, Hotopf M, Sumathipala A, Rijsdijk F, Spector T, Mangino M, Lachance G, Gatz M, Butler DA, Bayasgalan G, Narandalai D, Freitas DL, Maia JA, Harden KP, Tucker-Drob EM, Kim B, Chong Y, Hong C, Shin HJ, Christensen K, Skytthe A, Kyvik KO, Derom CA, Vlietinck RF, Loos RJ, Cozen W, Hwang AE, Mack TM, He M, Ding X, Chang B, Silberg JL, Eaves LJ, Maes HH, Cutler TL, Hopper JL, Aujard K, Magnusson PK, Pedersen NL, Aslan AK, Song YM, Yang S, Lee K, Baker LA, Tuvblad C, Bjerregaard-Andersen M, Beck-Nielsen H, Sodemann M, Heikkila K, Tan Q, Zhang D, Swan GE, Krasnow R, Jang KL, Knafo-Noam A, Mankuta D, Abramson L, Lichtenstein P, Krueger RF, McGue M, Pahlen S, Tynelius P, Duncan GE, Buchwald D, Corley RP, Huibregtse BM, Nelson TL, Whitfield KE, Franz CE, Kremen WS, Lyons MJ, Ooki S, Brandt I, Nilsen TS, Inui F, Watanabe M, Bartels M, van Beijsterveldt TC, Wardle J, Llewellyn CH, Fisher A, Rebato E, Martin NG, Iwatani Y, Hayakawa K, Sung J, Harris JR, Willemsen G, Busjahn A, Goldberg JH, Rasmussen F, Hur YM, Boomsma DI, Sorensen TI, Kaprio J, Silventoinen K., Twin Res Hum Genet 18(5), 2015
PMID: 26337138
Jelenkovic A, Yokoyama Y, Sund R, Honda C, Bogl LH, Aaltonen S, Ji F, Ning F, Pang Z, Ordonana JR, Sanchez-Romera JF, Colodro-Conde L, Burt SA, Klump KL, Medland SE, Montgomery GW, Kandler C, McAdams TA, Eley TC, Gregory AM, Saudino KJ, Dubois L, Boivin M, Tarnoki AD, Tarnoki DL, Haworth CM, Plomin R, Oncel SY, Aliev F, Stazi MA, Fagnani C, D'Ippolito C, Craig JM, Saffery R, Siribaddana SH, Hotopf M, Sumathipala A, Rijsdijk F, Spector T, Mangino M, Lachance G, Gatz M, Butler DA, Bayasgalan G, Narandalai D, Freitas DL, Maia JA, Harden KP, Tucker-Drob EM, Kim B, Chong Y, Hong C, Shin HJ, Christensen K, Skytthe A, Kyvik KO, Derom CA, Vlietinck RF, Loos RJ, Cozen W, Hwang AE, Mack TM, He M, Ding X, Chang B, Silberg JL, Eaves LJ, Maes HH, Cutler TL, Hopper JL, Aujard K, Magnusson PK, Pedersen NL, Aslan AK, Song YM, Yang S, Lee K, Baker LA, Tuvblad C, Bjerregaard-Andersen M, Beck-Nielsen H, Sodemann M, Heikkila K, Tan Q, Zhang D, Swan GE, Krasnow R, Jang KL, Knafo-Noam A, Mankuta D, Abramson L, Lichtenstein P, Krueger RF, McGue M, Pahlen S, Tynelius P, Duncan GE, Buchwald D, Corley RP, Huibregtse BM, Nelson TL, Whitfield KE, Franz CE, Kremen WS, Lyons MJ, Ooki S, Brandt I, Nilsen TS, Inui F, Watanabe M, Bartels M, van Beijsterveldt TC, Wardle J, Llewellyn CH, Fisher A, Rebato E, Martin NG, Iwatani Y, Hayakawa K, Sung J, Harris JR, Willemsen G, Busjahn A, Goldberg JH, Rasmussen F, Hur YM, Boomsma DI, Sorensen TI, Kaprio J, Silventoinen K., Twin Res Hum Genet 18(5), 2015
PMID: 26337138
Variance components models for gene-environment interaction in twin analysis.
Purcell S., Twin Res 5(6), 2002
PMID: 12573187
Purcell S., Twin Res 5(6), 2002
PMID: 12573187
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