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 |
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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 |
format | Article |
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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. Aug 1, 2016</rights><rights>2016 American Society for Nutrition 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c656t-d55bfd74ee77e6c2e9718363272605977e0deffd3b884580ade5453ef53a17d83</citedby><cites>FETCH-LOGICAL-c656t-d55bfd74ee77e6c2e9718363272605977e0deffd3b884580ade5453ef53a17d83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,551,777,781,882,27905,27906</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27413137$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-51483$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:134044226$$DView record from Swedish Publication Index$$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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Nutrition</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7T7</scope><scope>7TS</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>P64</scope><scope>RC3</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D91</scope><scope>D8T</scope><scope>ZZAVC</scope></search><sort><creationdate>20160801</creationdate><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><author>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</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, Development, and Pediatrics</topic><topic>Humans</topic><topic>infancy</topic><topic>Infant</topic><topic>international comparisons</topic><topic>Male</topic><topic>North America</topic><topic>Nutrition</topic><topic>Näringslära</topic><topic>obesity</topic><topic>Obesity - ethnology</topic><topic>Obesity - etiology</topic><topic>Obesity - genetics</topic><topic>Sex Factors</topic><topic>structural equation modeling</topic><topic>Twins</topic><topic>Twins, Dizygotic - genetics</topic><topic>Twins, Monozygotic - genetics</topic><topic>variance</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><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 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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> |
fulltext | fulltext |
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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