Genetic and environmental effects on body mass index from infancy to the onset of adulthood: an individual-based pooled analysis of 45 twin cohorts participating in the COllaborative project of Development of Anthropometrical measures in Twins (CODATwins) study

Both genetic and environmental factors are known to affect body mass index (BMI), but detailed understanding of how their effects differ during childhood and adolescence is lacking. We analyzed the genetic and environmental contributions to BMI variation from infancy to early adulthood and the ways...

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Veröffentlicht in:The American journal of clinical nutrition 2016-08, Vol.104 (2), p.371-379
Hauptverfasser: Silventoinen, Karri, Jelenkovic, Aline, Sund, Reijo, Hur, Yoon-Mi, Yokoyama, Yoshie, Honda, Chika, Hjelmborg, Jacob vB, Möller, Sören, Ooki, Syuichi, Aaltonen, Sari, 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, Christensen, Kaare, Skytthe, Axel, Kyvik, Kirsten O, Derom, Catherine A, Vlietinck, Robert F, Loos, Ruth Jf, Heikkilä, 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, Stazi, Maria A, Fagnani, Corrado, D'Ippolito, Cristina, 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 Cem, Craig, Jeffrey M, Saffery, Richard, Freitas, Duarte L, Maia, José Antonio, Dubois, Lise, Boivin, Michel, Brendgen, Mara, Dionne, Ginette, Vitaro, Frank, Martin, Nicholas G, Medland, Sarah E, Montgomery, Grant W, Chong, Youngsook, Swan, Gary E, Krasnow, Ruth, Magnusson, Patrik Ke, Pedersen, Nancy L, Tynelius, Per, Lichtenstein, Paul, Haworth, Claire Ma, Plomin, Robert, Bayasgalan, Gombojav, Narandalai, Danshiitsoodol, Harden, K Paige, Tucker-Drob, Elliot M, Öncel, Sevgi Y, Aliev, Fazil, Spector, Timothy, Mangino, Massimo, Lachance, Genevieve, Baker, Laura A, Tuvblad, Catherine, Duncan, Glen E, Buchwald, Dedra, Willemsen, Gonneke, Rasmussen, Finn
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container_title The American journal of clinical nutrition
container_volume 104
creator Silventoinen, Karri
Jelenkovic, Aline
Sund, Reijo
Hur, Yoon-Mi
Yokoyama, Yoshie
Honda, Chika
Hjelmborg, Jacob vB
Möller, Sören
Ooki, Syuichi
Aaltonen, Sari
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
Christensen, Kaare
Skytthe, Axel
Kyvik, Kirsten O
Derom, Catherine A
Vlietinck, Robert F
Loos, Ruth Jf
Heikkilä, 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
Stazi, Maria A
Fagnani, Corrado
D'Ippolito, Cristina
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 Cem
Craig, Jeffrey M
Saffery, Richard
Freitas, Duarte L
Maia, José Antonio
Dubois, Lise
Boivin, Michel
Brendgen, Mara
Dionne, Ginette
Vitaro, Frank
Martin, Nicholas G
Medland, Sarah E
Montgomery, Grant W
Chong, Youngsook
Swan, Gary E
Krasnow, Ruth
Magnusson, Patrik Ke
Pedersen, Nancy L
Tynelius, Per
Lichtenstein, Paul
Haworth, Claire Ma
Plomin, Robert
Bayasgalan, Gombojav
Narandalai, Danshiitsoodol
Harden, K Paige
Tucker-Drob, Elliot M
Öncel, Sevgi Y
Aliev, Fazil
Spector, Timothy
Mangino, Massimo
Lachance, Genevieve
Baker, Laura A
Tuvblad, Catherine
Duncan, Glen E
Buchwald, Dedra
Willemsen, Gonneke
Rasmussen, Finn
description Both genetic and environmental factors are known to affect body mass index (BMI), but detailed understanding of how their effects differ during childhood and adolescence is lacking. We analyzed the genetic and environmental contributions to BMI variation from infancy to early adulthood and the ways they differ by sex and geographic regions representing high (North America and Australia), moderate (Europe), and low levels (East Asia) of obesogenic environments. Data were available for 87,782 complete twin pairs from 0.5 to 19.5 y of age from 45 cohorts. Analyses were based on 383,092 BMI measurements. Variation in BMI was decomposed into genetic and environmental components through genetic structural equation modeling. The variance of BMI increased from 5 y of age along with increasing mean BMI. The proportion of BMI variation explained by additive genetic factors was lowest at 4 y of age in boys (a(2) = 0.42) and girls (a(2) = 0.41) and then generally increased to 0.75 in both sexes at 19 y of age. This was because of a stronger influence of environmental factors shared by co-twins in midchildhood. After 15 y of age, the effect of shared environment was not observed. The sex-specific expression of genetic factors was seen in infancy but was most prominent at 13 y of age and older. The variance of BMI was highest in North America and Australia and lowest in East Asia, but the relative proportion of genetic variation to total variation remained roughly similar across different regions. Environmental factors shared by co-twins affect BMI in childhood, but little evidence for their contribution was found in late adolescence. Our results suggest that genetic factors play a major role in the variation of BMI in adolescence among populations of different ethnicities exposed to different environmental factors related to obesity.
doi_str_mv 10.3945/ajcn.116.130252
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Jelenkovic, Aline ; Sund, Reijo ; Hur, Yoon-Mi ; Yokoyama, Yoshie ; Honda, Chika ; Hjelmborg, Jacob vB ; Möller, Sören ; Ooki, Syuichi ; Aaltonen, Sari ; 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 ; Christensen, Kaare ; Skytthe, Axel ; Kyvik, Kirsten O ; Derom, Catherine A ; Vlietinck, Robert F ; Loos, Ruth Jf ; Heikkilä, 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 ; Stazi, Maria A ; Fagnani, Corrado ; D'Ippolito, Cristina ; 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 Cem ; Craig, Jeffrey M ; Saffery, Richard ; Freitas, Duarte L ; Maia, José Antonio ; Dubois, Lise ; Boivin, Michel ; Brendgen, Mara ; Dionne, Ginette ; Vitaro, Frank ; Martin, Nicholas G ; Medland, Sarah E ; Montgomery, Grant W ; Chong, Youngsook ; Swan, Gary E ; Krasnow, Ruth ; Magnusson, Patrik Ke ; Pedersen, Nancy L ; Tynelius, Per ; Lichtenstein, Paul ; Haworth, Claire Ma ; Plomin, Robert ; Bayasgalan, Gombojav ; Narandalai, Danshiitsoodol ; Harden, K Paige ; Tucker-Drob, Elliot M ; Öncel, Sevgi Y ; Aliev, Fazil ; Spector, Timothy ; Mangino, Massimo ; Lachance, Genevieve ; Baker, Laura A ; Tuvblad, Catherine ; Duncan, Glen E ; Buchwald, Dedra ; Willemsen, Gonneke ; Rasmussen, Finn</creator><creatorcontrib>Silventoinen, Karri ; Jelenkovic, Aline ; Sund, Reijo ; Hur, Yoon-Mi ; Yokoyama, Yoshie ; Honda, Chika ; Hjelmborg, Jacob vB ; Möller, Sören ; Ooki, Syuichi ; Aaltonen, Sari ; 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 ; Christensen, Kaare ; Skytthe, Axel ; Kyvik, Kirsten O ; Derom, Catherine A ; Vlietinck, Robert F ; Loos, Ruth Jf ; Heikkilä, 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 ; Stazi, Maria A ; Fagnani, Corrado ; D'Ippolito, Cristina ; 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 Cem ; Craig, Jeffrey M ; Saffery, Richard ; Freitas, Duarte L ; Maia, José Antonio ; Dubois, Lise ; Boivin, Michel ; Brendgen, Mara ; Dionne, Ginette ; Vitaro, Frank ; Martin, Nicholas G ; Medland, Sarah E ; Montgomery, Grant W ; Chong, Youngsook ; Swan, Gary E ; Krasnow, Ruth ; Magnusson, Patrik Ke ; Pedersen, Nancy L ; Tynelius, Per ; Lichtenstein, Paul ; Haworth, Claire Ma ; Plomin, Robert ; Bayasgalan, Gombojav ; Narandalai, Danshiitsoodol ; Harden, K Paige ; Tucker-Drob, Elliot M ; Öncel, Sevgi Y ; Aliev, Fazil ; Spector, Timothy ; Mangino, Massimo ; Lachance, Genevieve ; Baker, Laura A ; Tuvblad, Catherine ; Duncan, Glen E ; Buchwald, Dedra ; Willemsen, Gonneke ; Rasmussen, Finn</creatorcontrib><description>Both genetic and environmental factors are known to affect body mass index (BMI), but detailed understanding of how their effects differ during childhood and adolescence is lacking. We analyzed the genetic and environmental contributions to BMI variation from infancy to early adulthood and the ways they differ by sex and geographic regions representing high (North America and Australia), moderate (Europe), and low levels (East Asia) of obesogenic environments. Data were available for 87,782 complete twin pairs from 0.5 to 19.5 y of age from 45 cohorts. Analyses were based on 383,092 BMI measurements. Variation in BMI was decomposed into genetic and environmental components through genetic structural equation modeling. The variance of BMI increased from 5 y of age along with increasing mean BMI. The proportion of BMI variation explained by additive genetic factors was lowest at 4 y of age in boys (a(2) = 0.42) and girls (a(2) = 0.41) and then generally increased to 0.75 in both sexes at 19 y of age. This was because of a stronger influence of environmental factors shared by co-twins in midchildhood. After 15 y of age, the effect of shared environment was not observed. The sex-specific expression of genetic factors was seen in infancy but was most prominent at 13 y of age and older. The variance of BMI was highest in North America and Australia and lowest in East Asia, but the relative proportion of genetic variation to total variation remained roughly similar across different regions. Environmental factors shared by co-twins affect BMI in childhood, but little evidence for their contribution was found in late adolescence. Our results suggest that genetic factors play a major role in the variation of BMI in adolescence among populations of different ethnicities exposed to different environmental factors related to obesity.</description><identifier>ISSN: 0002-9165</identifier><identifier>ISSN: 1938-3207</identifier><identifier>EISSN: 1938-3207</identifier><identifier>DOI: 10.3945/ajcn.116.130252</identifier><identifier>PMID: 27413137</identifier><language>eng</language><publisher>United States: American Society for Clinical Nutrition, Inc</publisher><subject>adolescence ; Adolescent ; Adult ; adulthood ; Adults ; Age Factors ; Asia, Eastern ; Australia ; BMI ; Body Mass Index ; boys ; Child ; Child, Preschool ; childhood ; children ; East Asia ; Effects ; Environment ; environmental factors ; environmental impact ; Europe ; Female ; Gene-Environment Interaction ; genetic factors ; Genetic Variation ; Genetics ; girls ; Growth, Development, and Pediatrics ; Humans ; infancy ; Infant ; international comparisons ; Male ; North America ; Nutrition ; Näringslära ; obesity ; Obesity - ethnology ; Obesity - etiology ; Obesity - genetics ; Sex Factors ; structural equation modeling ; Twins ; Twins, Dizygotic - genetics ; Twins, Monozygotic - genetics ; variance ; Young Adult</subject><ispartof>The American journal of clinical nutrition, 2016-08, Vol.104 (2), p.371-379</ispartof><rights>2016 American Society for Nutrition.</rights><rights>Copyright American Society for Clinical Nutrition, Inc. 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Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Silventoinen, Karri</creatorcontrib><creatorcontrib>Jelenkovic, Aline</creatorcontrib><creatorcontrib>Sund, Reijo</creatorcontrib><creatorcontrib>Hur, Yoon-Mi</creatorcontrib><creatorcontrib>Yokoyama, Yoshie</creatorcontrib><creatorcontrib>Honda, Chika</creatorcontrib><creatorcontrib>Hjelmborg, Jacob vB</creatorcontrib><creatorcontrib>Möller, Sören</creatorcontrib><creatorcontrib>Ooki, Syuichi</creatorcontrib><creatorcontrib>Aaltonen, Sari</creatorcontrib><creatorcontrib>Ji, Fuling</creatorcontrib><creatorcontrib>Ning, Feng</creatorcontrib><creatorcontrib>Pang, Zengchang</creatorcontrib><creatorcontrib>Rebato, Esther</creatorcontrib><creatorcontrib>Busjahn, Andreas</creatorcontrib><creatorcontrib>Kandler, Christian</creatorcontrib><creatorcontrib>Saudino, Kimberly J</creatorcontrib><creatorcontrib>Jang, Kerry L</creatorcontrib><creatorcontrib>Cozen, Wendy</creatorcontrib><creatorcontrib>Hwang, Amie E</creatorcontrib><creatorcontrib>Mack, Thomas M</creatorcontrib><creatorcontrib>Gao, Wenjing</creatorcontrib><creatorcontrib>Yu, Canqing</creatorcontrib><creatorcontrib>Li, Liming</creatorcontrib><creatorcontrib>Corley, Robin P</creatorcontrib><creatorcontrib>Huibregtse, Brooke M</creatorcontrib><creatorcontrib>Christensen, Kaare</creatorcontrib><creatorcontrib>Skytthe, Axel</creatorcontrib><creatorcontrib>Kyvik, Kirsten O</creatorcontrib><creatorcontrib>Derom, Catherine A</creatorcontrib><creatorcontrib>Vlietinck, Robert F</creatorcontrib><creatorcontrib>Loos, Ruth Jf</creatorcontrib><creatorcontrib>Heikkilä, Kauko</creatorcontrib><creatorcontrib>Wardle, Jane</creatorcontrib><creatorcontrib>Llewellyn, Clare H</creatorcontrib><creatorcontrib>Fisher, Abigail</creatorcontrib><creatorcontrib>McAdams, Tom A</creatorcontrib><creatorcontrib>Eley, Thalia C</creatorcontrib><creatorcontrib>Gregory, Alice M</creatorcontrib><creatorcontrib>He, Mingguang</creatorcontrib><creatorcontrib>Ding, Xiaohu</creatorcontrib><creatorcontrib>Bjerregaard-Andersen, Morten</creatorcontrib><creatorcontrib>Beck-Nielsen, Henning</creatorcontrib><creatorcontrib>Sodemann, Morten</creatorcontrib><creatorcontrib>Tarnoki, Adam D</creatorcontrib><creatorcontrib>Tarnoki, David L</creatorcontrib><creatorcontrib>Stazi, Maria A</creatorcontrib><creatorcontrib>Fagnani, Corrado</creatorcontrib><creatorcontrib>D'Ippolito, Cristina</creatorcontrib><creatorcontrib>Knafo-Noam, Ariel</creatorcontrib><creatorcontrib>Mankuta, David</creatorcontrib><creatorcontrib>Abramson, Lior</creatorcontrib><creatorcontrib>Burt, S Alexandra</creatorcontrib><creatorcontrib>Klump, Kelly L</creatorcontrib><creatorcontrib>Silberg, Judy L</creatorcontrib><creatorcontrib>Eaves, Lindon J</creatorcontrib><creatorcontrib>Maes, Hermine H</creatorcontrib><creatorcontrib>Krueger, Robert F</creatorcontrib><creatorcontrib>McGue, Matt</creatorcontrib><creatorcontrib>Pahlen, Shandell</creatorcontrib><creatorcontrib>Gatz, Margaret</creatorcontrib><creatorcontrib>Butler, David A</creatorcontrib><creatorcontrib>Bartels, Meike</creatorcontrib><creatorcontrib>van Beijsterveldt, Toos Cem</creatorcontrib><creatorcontrib>Craig, Jeffrey M</creatorcontrib><creatorcontrib>Saffery, Richard</creatorcontrib><creatorcontrib>Freitas, Duarte L</creatorcontrib><creatorcontrib>Maia, José Antonio</creatorcontrib><creatorcontrib>Dubois, Lise</creatorcontrib><creatorcontrib>Boivin, Michel</creatorcontrib><creatorcontrib>Brendgen, Mara</creatorcontrib><creatorcontrib>Dionne, Ginette</creatorcontrib><creatorcontrib>Vitaro, Frank</creatorcontrib><creatorcontrib>Martin, Nicholas G</creatorcontrib><creatorcontrib>Medland, Sarah E</creatorcontrib><creatorcontrib>Montgomery, Grant W</creatorcontrib><creatorcontrib>Chong, Youngsook</creatorcontrib><creatorcontrib>Swan, Gary E</creatorcontrib><creatorcontrib>Krasnow, Ruth</creatorcontrib><creatorcontrib>Magnusson, Patrik Ke</creatorcontrib><creatorcontrib>Pedersen, Nancy L</creatorcontrib><creatorcontrib>Tynelius, Per</creatorcontrib><creatorcontrib>Lichtenstein, Paul</creatorcontrib><creatorcontrib>Haworth, Claire Ma</creatorcontrib><creatorcontrib>Plomin, Robert</creatorcontrib><creatorcontrib>Bayasgalan, Gombojav</creatorcontrib><creatorcontrib>Narandalai, Danshiitsoodol</creatorcontrib><creatorcontrib>Harden, K Paige</creatorcontrib><creatorcontrib>Tucker-Drob, Elliot M</creatorcontrib><creatorcontrib>Öncel, Sevgi Y</creatorcontrib><creatorcontrib>Aliev, Fazil</creatorcontrib><creatorcontrib>Spector, Timothy</creatorcontrib><creatorcontrib>Mangino, Massimo</creatorcontrib><creatorcontrib>Lachance, Genevieve</creatorcontrib><creatorcontrib>Baker, Laura A</creatorcontrib><creatorcontrib>Tuvblad, Catherine</creatorcontrib><creatorcontrib>Duncan, Glen E</creatorcontrib><creatorcontrib>Buchwald, Dedra</creatorcontrib><creatorcontrib>Willemsen, Gonneke</creatorcontrib><creatorcontrib>Rasmussen, Finn</creatorcontrib><title>Genetic and environmental effects on body mass index from infancy to the onset of adulthood: an individual-based pooled analysis of 45 twin cohorts participating in the COllaborative project of Development of Anthropometrical measures in Twins (CODATwins) study</title><title>The American journal of clinical nutrition</title><addtitle>Am J Clin Nutr</addtitle><description>Both genetic and environmental factors are known to affect body mass index (BMI), but detailed understanding of how their effects differ during childhood and adolescence is lacking. We analyzed the genetic and environmental contributions to BMI variation from infancy to early adulthood and the ways they differ by sex and geographic regions representing high (North America and Australia), moderate (Europe), and low levels (East Asia) of obesogenic environments. Data were available for 87,782 complete twin pairs from 0.5 to 19.5 y of age from 45 cohorts. Analyses were based on 383,092 BMI measurements. Variation in BMI was decomposed into genetic and environmental components through genetic structural equation modeling. The variance of BMI increased from 5 y of age along with increasing mean BMI. The proportion of BMI variation explained by additive genetic factors was lowest at 4 y of age in boys (a(2) = 0.42) and girls (a(2) = 0.41) and then generally increased to 0.75 in both sexes at 19 y of age. This was because of a stronger influence of environmental factors shared by co-twins in midchildhood. After 15 y of age, the effect of shared environment was not observed. The sex-specific expression of genetic factors was seen in infancy but was most prominent at 13 y of age and older. The variance of BMI was highest in North America and Australia and lowest in East Asia, but the relative proportion of genetic variation to total variation remained roughly similar across different regions. Environmental factors shared by co-twins affect BMI in childhood, but little evidence for their contribution was found in late adolescence. Our results suggest that genetic factors play a major role in the variation of BMI in adolescence among populations of different ethnicities exposed to different environmental factors related to obesity.</description><subject>adolescence</subject><subject>Adolescent</subject><subject>Adult</subject><subject>adulthood</subject><subject>Adults</subject><subject>Age Factors</subject><subject>Asia, Eastern</subject><subject>Australia</subject><subject>BMI</subject><subject>Body Mass Index</subject><subject>boys</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>childhood</subject><subject>children</subject><subject>East Asia</subject><subject>Effects</subject><subject>Environment</subject><subject>environmental factors</subject><subject>environmental impact</subject><subject>Europe</subject><subject>Female</subject><subject>Gene-Environment Interaction</subject><subject>genetic factors</subject><subject>Genetic Variation</subject><subject>Genetics</subject><subject>girls</subject><subject>Growth, Development, and Pediatrics</subject><subject>Humans</subject><subject>infancy</subject><subject>Infant</subject><subject>international comparisons</subject><subject>Male</subject><subject>North America</subject><subject>Nutrition</subject><subject>Näringslära</subject><subject>obesity</subject><subject>Obesity - ethnology</subject><subject>Obesity - etiology</subject><subject>Obesity - genetics</subject><subject>Sex Factors</subject><subject>structural equation modeling</subject><subject>Twins</subject><subject>Twins, Dizygotic - genetics</subject><subject>Twins, Monozygotic - genetics</subject><subject>variance</subject><subject>Young Adult</subject><issn>0002-9165</issn><issn>1938-3207</issn><issn>1938-3207</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>D8T</sourceid><recordid>eNqFkkFv1DAQhQOiglI4c0OWuBSJtLEdxwkHpNUWClKlXgpXyxtPul4SO9jOlv33TLqlokiIg-XJ5HvP4_Fk2StanPCmFKd607oTSqsTygsm2OPskDa8zjkr5JPssCgKlje0Es-y5zFuioKysq6eZs-YLCmnXB4-OjgHB8m2RDtDwG1t8G4Al3RPoOugTZF4R1be7MigYyTWGfhJuuAHDDvt2h1JnqQ1IBYhEd8RbaY-rb0379F0FtitNZPu85WOYMjofY-bdrrfRRtnRSlIurGOtH7tA5446oAl2VEn667R4dZ_edn3euUDJrdAxuA3WN2sPoMt9H6cq54_Fy6tgx_9ACnYFu8xgI5TgLl2coXHRHK8vDxb3IZvSUyT2b3IDjrdR3h5tx9lXz99vFp-zi8uz78sFxd5W4kq5UaIVWdkCSAlVC2DRtKaV5xJVhWiwWRhsGuGr-q6FHWhDYhScOgE11Samh9l-d433sA4rdQY7KDDTnlt1V3qO0agRMHrqkT-3T_5M_ttoXy4xjUpQcuaI_5hjyM7gGmxI0H3D1QP_zi7Vtd-q8qmYlQ0aHB8ZxD8jwliUoONLWDjHfgpKkZlxUVJS_5flNZMNqyRTCL65i9046eA7z9TlErWCFohdbqn2uBjDNDd100LNQ-7modd4bCr_bCj4vWf173nf083_wUi3QHH</recordid><startdate>20160801</startdate><enddate>20160801</enddate><creator>Silventoinen, 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Aaltonen, Sari ; 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 ; Christensen, Kaare ; Skytthe, Axel ; Kyvik, Kirsten O ; Derom, Catherine A ; Vlietinck, Robert F ; Loos, Ruth Jf ; Heikkilä, 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 ; Stazi, Maria A ; Fagnani, Corrado ; D'Ippolito, Cristina ; 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 Cem ; Craig, Jeffrey M ; Saffery, Richard ; Freitas, Duarte L ; Maia, José Antonio ; Dubois, Lise ; Boivin, Michel ; Brendgen, Mara ; Dionne, Ginette ; Vitaro, Frank ; Martin, Nicholas G ; Medland, Sarah E ; Montgomery, Grant W ; Chong, Youngsook ; Swan, Gary E ; Krasnow, Ruth ; Magnusson, Patrik Ke ; Pedersen, Nancy L ; Tynelius, Per ; Lichtenstein, Paul ; Haworth, Claire Ma ; Plomin, Robert ; Bayasgalan, Gombojav ; Narandalai, Danshiitsoodol ; Harden, K Paige ; Tucker-Drob, Elliot M ; Öncel, Sevgi Y ; Aliev, Fazil ; Spector, Timothy ; Mangino, Massimo ; Lachance, Genevieve ; Baker, Laura A ; Tuvblad, Catherine ; Duncan, Glen E ; Buchwald, Dedra ; Willemsen, Gonneke ; Rasmussen, Finn</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c656t-d55bfd74ee77e6c2e9718363272605977e0deffd3b884580ade5453ef53a17d83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>adolescence</topic><topic>Adolescent</topic><topic>Adult</topic><topic>adulthood</topic><topic>Adults</topic><topic>Age Factors</topic><topic>Asia, Eastern</topic><topic>Australia</topic><topic>BMI</topic><topic>Body Mass Index</topic><topic>boys</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>childhood</topic><topic>children</topic><topic>East Asia</topic><topic>Effects</topic><topic>Environment</topic><topic>environmental factors</topic><topic>environmental impact</topic><topic>Europe</topic><topic>Female</topic><topic>Gene-Environment Interaction</topic><topic>genetic factors</topic><topic>Genetic Variation</topic><topic>Genetics</topic><topic>girls</topic><topic>Growth, 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Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Silventoinen, Karri</au><au>Jelenkovic, Aline</au><au>Sund, Reijo</au><au>Hur, Yoon-Mi</au><au>Yokoyama, Yoshie</au><au>Honda, Chika</au><au>Hjelmborg, Jacob vB</au><au>Möller, Sören</au><au>Ooki, Syuichi</au><au>Aaltonen, Sari</au><au>Ji, Fuling</au><au>Ning, Feng</au><au>Pang, Zengchang</au><au>Rebato, Esther</au><au>Busjahn, Andreas</au><au>Kandler, Christian</au><au>Saudino, Kimberly J</au><au>Jang, Kerry L</au><au>Cozen, Wendy</au><au>Hwang, Amie E</au><au>Mack, Thomas M</au><au>Gao, Wenjing</au><au>Yu, Canqing</au><au>Li, Liming</au><au>Corley, Robin P</au><au>Huibregtse, Brooke M</au><au>Christensen, Kaare</au><au>Skytthe, Axel</au><au>Kyvik, Kirsten O</au><au>Derom, Catherine A</au><au>Vlietinck, Robert F</au><au>Loos, Ruth Jf</au><au>Heikkilä, Kauko</au><au>Wardle, Jane</au><au>Llewellyn, Clare H</au><au>Fisher, Abigail</au><au>McAdams, Tom A</au><au>Eley, Thalia C</au><au>Gregory, Alice M</au><au>He, Mingguang</au><au>Ding, Xiaohu</au><au>Bjerregaard-Andersen, Morten</au><au>Beck-Nielsen, Henning</au><au>Sodemann, Morten</au><au>Tarnoki, Adam D</au><au>Tarnoki, David L</au><au>Stazi, Maria A</au><au>Fagnani, Corrado</au><au>D'Ippolito, Cristina</au><au>Knafo-Noam, Ariel</au><au>Mankuta, David</au><au>Abramson, Lior</au><au>Burt, S Alexandra</au><au>Klump, Kelly L</au><au>Silberg, Judy L</au><au>Eaves, Lindon J</au><au>Maes, Hermine H</au><au>Krueger, Robert F</au><au>McGue, Matt</au><au>Pahlen, Shandell</au><au>Gatz, Margaret</au><au>Butler, David A</au><au>Bartels, Meike</au><au>van Beijsterveldt, Toos Cem</au><au>Craig, Jeffrey M</au><au>Saffery, Richard</au><au>Freitas, Duarte L</au><au>Maia, José Antonio</au><au>Dubois, Lise</au><au>Boivin, Michel</au><au>Brendgen, Mara</au><au>Dionne, Ginette</au><au>Vitaro, Frank</au><au>Martin, Nicholas G</au><au>Medland, Sarah E</au><au>Montgomery, Grant W</au><au>Chong, Youngsook</au><au>Swan, Gary E</au><au>Krasnow, Ruth</au><au>Magnusson, Patrik Ke</au><au>Pedersen, Nancy L</au><au>Tynelius, Per</au><au>Lichtenstein, Paul</au><au>Haworth, Claire Ma</au><au>Plomin, Robert</au><au>Bayasgalan, Gombojav</au><au>Narandalai, Danshiitsoodol</au><au>Harden, K Paige</au><au>Tucker-Drob, Elliot M</au><au>Öncel, Sevgi Y</au><au>Aliev, Fazil</au><au>Spector, Timothy</au><au>Mangino, Massimo</au><au>Lachance, Genevieve</au><au>Baker, Laura A</au><au>Tuvblad, Catherine</au><au>Duncan, Glen E</au><au>Buchwald, Dedra</au><au>Willemsen, Gonneke</au><au>Rasmussen, Finn</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genetic and environmental effects on body mass index from infancy to the onset of adulthood: an individual-based pooled analysis of 45 twin cohorts participating in the COllaborative project of Development of Anthropometrical measures in Twins (CODATwins) study</atitle><jtitle>The American journal of clinical nutrition</jtitle><addtitle>Am J Clin Nutr</addtitle><date>2016-08-01</date><risdate>2016</risdate><volume>104</volume><issue>2</issue><spage>371</spage><epage>379</epage><pages>371-379</pages><issn>0002-9165</issn><issn>1938-3207</issn><eissn>1938-3207</eissn><abstract>Both genetic and environmental factors are known to affect body mass index (BMI), but detailed understanding of how their effects differ during childhood and adolescence is lacking. We analyzed the genetic and environmental contributions to BMI variation from infancy to early adulthood and the ways they differ by sex and geographic regions representing high (North America and Australia), moderate (Europe), and low levels (East Asia) of obesogenic environments. Data were available for 87,782 complete twin pairs from 0.5 to 19.5 y of age from 45 cohorts. Analyses were based on 383,092 BMI measurements. Variation in BMI was decomposed into genetic and environmental components through genetic structural equation modeling. The variance of BMI increased from 5 y of age along with increasing mean BMI. The proportion of BMI variation explained by additive genetic factors was lowest at 4 y of age in boys (a(2) = 0.42) and girls (a(2) = 0.41) and then generally increased to 0.75 in both sexes at 19 y of age. This was because of a stronger influence of environmental factors shared by co-twins in midchildhood. After 15 y of age, the effect of shared environment was not observed. The sex-specific expression of genetic factors was seen in infancy but was most prominent at 13 y of age and older. The variance of BMI was highest in North America and Australia and lowest in East Asia, but the relative proportion of genetic variation to total variation remained roughly similar across different regions. Environmental factors shared by co-twins affect BMI in childhood, but little evidence for their contribution was found in late adolescence. Our results suggest that genetic factors play a major role in the variation of BMI in adolescence among populations of different ethnicities exposed to different environmental factors related to obesity.</abstract><cop>United States</cop><pub>American Society for Clinical Nutrition, Inc</pub><pmid>27413137</pmid><doi>10.3945/ajcn.116.130252</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record>
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identifier ISSN: 0002-9165
ispartof The American journal of clinical nutrition, 2016-08, Vol.104 (2), p.371-379
issn 0002-9165
1938-3207
1938-3207
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4962159
source MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; SWEPUB Freely available online; Alma/SFX Local Collection
subjects adolescence
Adolescent
Adult
adulthood
Adults
Age Factors
Asia, Eastern
Australia
BMI
Body Mass Index
boys
Child
Child, Preschool
childhood
children
East Asia
Effects
Environment
environmental factors
environmental impact
Europe
Female
Gene-Environment Interaction
genetic factors
Genetic Variation
Genetics
girls
Growth, Development, and Pediatrics
Humans
infancy
Infant
international comparisons
Male
North America
Nutrition
Näringslära
obesity
Obesity - ethnology
Obesity - etiology
Obesity - genetics
Sex Factors
structural equation modeling
Twins
Twins, Dizygotic - genetics
Twins, Monozygotic - genetics
variance
Young Adult
title Genetic and environmental effects on body mass index from infancy to the onset of adulthood: an individual-based pooled analysis of 45 twin cohorts participating in the COllaborative project of Development of Anthropometrical measures in Twins (CODATwins) study
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