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Interaction of Diet/Lifestyle Intervention and TCF7L2 Genotype on Glycemic Control and Adiposity among Overweight or Obese Adults: Big Data from Seven Randomized Controlled Trials Worldwide
. The strongest locus which associated with type 2 diabetes (T2D) by the common variant rs7903146 is the transcription factor 7-like 2 gene ( ). We aimed to quantify the interaction of diet/lifestyle interventions and the genetic effect of rs7903146 on glycemic traits, body weight, or waist circumfe...
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Published in: | Health data science 2021, Vol.2021, p.9897048 |
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creator | Huang, Tao Zhuang, Zhenhuang Heianza, Yoriko Sun, Dianjianyi Ma, Wenjie Wang, Wenxiu Gao, Meng Fang, Zhe Ros, Emilio Del Gobbo, Liana C Salas-Salvadó, Jordi Martínez-González, Miguel A Polak, Jan Laakso, Markku Astrup, Arne Langin, Dominique Hager, Jorg Hul, Gabby Hansen, Torben Pedersen, Oluf Oppert, Jean-Michel Saris, Wim H M Arner, Peter Cofán, Montserrat Rajaram, Sujatha Tuomilehto, Jaakko Lindström, Jaana de Mello, Vanessa D Stancacova, Alena Uusitupa, Matti Svendstrup, Mathilde Sørensen, Thorkild I A Gardner, Christopher D Sabaté, Joan Corella, Dolores Martinez, J Alfredo Qi, Lu |
description | . The strongest locus which associated with type 2 diabetes (T2D) by the common variant rs7903146 is the transcription factor 7-like 2 gene (
). We aimed to quantify the interaction of diet/lifestyle interventions and the genetic effect of
rs7903146 on glycemic traits, body weight, or waist circumference in overweight or obese adults in several randomized controlled trials (RCTs).
. From October 2016 to May 2018, a large collaborative analysis was performed by pooling individual-participant data from 7 RCTs. These RCTs reported changes in glycemic control and adiposity of the variant rs7903146 after dietary/lifestyle-related interventions in overweight or obese adults. Gene treatment interaction models which used the genetic effect encoded by the allele dose and common covariates were applicable to individual participant data in all studies.
. In the joint analysis, a total of 7 eligible RCTs were included (
). Importantly, we observed a significant effect modification of diet/lifestyle-related interventions on the
variant rs7903146 and changes in fasting glucose. Compared with the control group, diet/lifestyle interventions were related to lower fasting glucose by -3.06 (95% CI, -5.77 to -0.36) mg/dL (test for heterogeneity and overall effect:
,
;
,
) per one copy of the
T risk allele. Furthermore, regardless of genetic risk, diet/lifestyle interventions were associated with lower waist circumference. However, there was no significant change for diet/lifestyle interventions in other glycemic control and adiposity traits per one copy of
risk allele.
. Our findings suggest that carrying the
T risk allele may have a modestly greater benefit for specific diet/lifestyle interventions to improve the control of fasting glucose in overweight or obese adults. |
doi_str_mv | 10.34133/2021/9897048 |
format | article |
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). We aimed to quantify the interaction of diet/lifestyle interventions and the genetic effect of
rs7903146 on glycemic traits, body weight, or waist circumference in overweight or obese adults in several randomized controlled trials (RCTs).
. From October 2016 to May 2018, a large collaborative analysis was performed by pooling individual-participant data from 7 RCTs. These RCTs reported changes in glycemic control and adiposity of the variant rs7903146 after dietary/lifestyle-related interventions in overweight or obese adults. Gene treatment interaction models which used the genetic effect encoded by the allele dose and common covariates were applicable to individual participant data in all studies.
. In the joint analysis, a total of 7 eligible RCTs were included (
). Importantly, we observed a significant effect modification of diet/lifestyle-related interventions on the
variant rs7903146 and changes in fasting glucose. Compared with the control group, diet/lifestyle interventions were related to lower fasting glucose by -3.06 (95% CI, -5.77 to -0.36) mg/dL (test for heterogeneity and overall effect:
,
;
,
) per one copy of the
T risk allele. Furthermore, regardless of genetic risk, diet/lifestyle interventions were associated with lower waist circumference. However, there was no significant change for diet/lifestyle interventions in other glycemic control and adiposity traits per one copy of
risk allele.
. Our findings suggest that carrying the
T risk allele may have a modestly greater benefit for specific diet/lifestyle interventions to improve the control of fasting glucose in overweight or obese adults.</description><identifier>ISSN: 2765-8783</identifier><identifier>ISSN: 2097-1095</identifier><identifier>EISSN: 2765-8783</identifier><identifier>DOI: 10.34133/2021/9897048</identifier><identifier>PMID: 38487510</identifier><language>eng</language><publisher>United States: AAAS</publisher><ispartof>Health data science, 2021, Vol.2021, p.9897048</ispartof><rights>Copyright © 2021 Tao Huang et al.</rights><rights>Copyright © 2021 Tao Huang et al. 2021 Copyright © 2021 Tao Huang et al.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3258-287ffc7606fcd828f843cef2aae1448776429b52fc5d6751bf3e71a3598608523</cites><orcidid>0000-0002-3394-7749 ; 0000-0002-3917-9808 ; 0000-0001-6367-4406 ; 0000-0003-2700-7459 ; 0000-0002-6763-4265 ; 0000-0003-4821-430X ; 0000-0003-3414-6983 ; 0000-0002-2573-1294 ; 0000-0002-7596-1530 ; 0000-0002-9063-9785</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10904069/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10904069/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,4024,27923,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38487510$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Huang, Tao</creatorcontrib><creatorcontrib>Zhuang, Zhenhuang</creatorcontrib><creatorcontrib>Heianza, Yoriko</creatorcontrib><creatorcontrib>Sun, Dianjianyi</creatorcontrib><creatorcontrib>Ma, Wenjie</creatorcontrib><creatorcontrib>Wang, Wenxiu</creatorcontrib><creatorcontrib>Gao, Meng</creatorcontrib><creatorcontrib>Fang, Zhe</creatorcontrib><creatorcontrib>Ros, Emilio</creatorcontrib><creatorcontrib>Del Gobbo, Liana C</creatorcontrib><creatorcontrib>Salas-Salvadó, Jordi</creatorcontrib><creatorcontrib>Martínez-González, Miguel A</creatorcontrib><creatorcontrib>Polak, Jan</creatorcontrib><creatorcontrib>Laakso, Markku</creatorcontrib><creatorcontrib>Astrup, Arne</creatorcontrib><creatorcontrib>Langin, Dominique</creatorcontrib><creatorcontrib>Hager, Jorg</creatorcontrib><creatorcontrib>Hul, Gabby</creatorcontrib><creatorcontrib>Hansen, Torben</creatorcontrib><creatorcontrib>Pedersen, Oluf</creatorcontrib><creatorcontrib>Oppert, Jean-Michel</creatorcontrib><creatorcontrib>Saris, Wim H M</creatorcontrib><creatorcontrib>Arner, Peter</creatorcontrib><creatorcontrib>Cofán, Montserrat</creatorcontrib><creatorcontrib>Rajaram, Sujatha</creatorcontrib><creatorcontrib>Tuomilehto, Jaakko</creatorcontrib><creatorcontrib>Lindström, Jaana</creatorcontrib><creatorcontrib>de Mello, Vanessa D</creatorcontrib><creatorcontrib>Stancacova, Alena</creatorcontrib><creatorcontrib>Uusitupa, Matti</creatorcontrib><creatorcontrib>Svendstrup, Mathilde</creatorcontrib><creatorcontrib>Sørensen, Thorkild I A</creatorcontrib><creatorcontrib>Gardner, Christopher D</creatorcontrib><creatorcontrib>Sabaté, Joan</creatorcontrib><creatorcontrib>Corella, Dolores</creatorcontrib><creatorcontrib>Martinez, J Alfredo</creatorcontrib><creatorcontrib>Qi, Lu</creatorcontrib><title>Interaction of Diet/Lifestyle Intervention and TCF7L2 Genotype on Glycemic Control and Adiposity among Overweight or Obese Adults: Big Data from Seven Randomized Controlled Trials Worldwide</title><title>Health data science</title><addtitle>Health Data Sci</addtitle><description>. The strongest locus which associated with type 2 diabetes (T2D) by the common variant rs7903146 is the transcription factor 7-like 2 gene (
). We aimed to quantify the interaction of diet/lifestyle interventions and the genetic effect of
rs7903146 on glycemic traits, body weight, or waist circumference in overweight or obese adults in several randomized controlled trials (RCTs).
. From October 2016 to May 2018, a large collaborative analysis was performed by pooling individual-participant data from 7 RCTs. These RCTs reported changes in glycemic control and adiposity of the variant rs7903146 after dietary/lifestyle-related interventions in overweight or obese adults. Gene treatment interaction models which used the genetic effect encoded by the allele dose and common covariates were applicable to individual participant data in all studies.
. In the joint analysis, a total of 7 eligible RCTs were included (
). Importantly, we observed a significant effect modification of diet/lifestyle-related interventions on the
variant rs7903146 and changes in fasting glucose. Compared with the control group, diet/lifestyle interventions were related to lower fasting glucose by -3.06 (95% CI, -5.77 to -0.36) mg/dL (test for heterogeneity and overall effect:
,
;
,
) per one copy of the
T risk allele. Furthermore, regardless of genetic risk, diet/lifestyle interventions were associated with lower waist circumference. However, there was no significant change for diet/lifestyle interventions in other glycemic control and adiposity traits per one copy of
risk allele.
. Our findings suggest that carrying the
T risk allele may have a modestly greater benefit for specific diet/lifestyle interventions to improve the control of fasting glucose in overweight or obese adults.</description><issn>2765-8783</issn><issn>2097-1095</issn><issn>2765-8783</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkk1vEzEQhlcIRKvSI1fkI5c0_thde7mgktIQKVIkCOJoeb3j1JV3HWwnVfhv_DfMJq3ak8czr54Zj9-ieE_wFSsJY1OKKZk2ouG4FK-Kc8rraiK4YK-fxWfFZYz3GGMqeMXL5m1xxkSZY4LPi7-LIUFQOlk_IG_QjYU0XVoDMR0coLG6h2Esq6FD69ktX1I0h8GnwxZQTs_dQUNvNZr5IQXvRt11Z7c-2nRAqvfDBq32EB7Abu4S8gGtWoiQNTuX4if0xW7QjUoKmeB79ANyP_Q9Q3xv_0D3iHU5XAerXES_fHDdg-3gXfHG5ARcns6L4uft1_Xs22S5mi9m18uJZrQSk_xwYzSvcW10J6gwomQaDFUKSJk3weuSNm1Fja66Ou-lNQw4UaxqRI1FRdlFsThyO6_u5TbYXoWD9MrKMeHDRqqQrHYgacV1xwnTBGjZYtZyUbcc8h2TRlcssz4fWdtd20On83KDci-gLyuDvZMbv5cEN7jEdZMJH0-E4H_v8k_J3kYNzqkB_C5K2lSCNoLQOksnR6kOPsYA5qkPwXK0kPxvIXmyUNZ_eD7ck_rRMOwf4-fDJw</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Huang, Tao</creator><creator>Zhuang, Zhenhuang</creator><creator>Heianza, Yoriko</creator><creator>Sun, Dianjianyi</creator><creator>Ma, Wenjie</creator><creator>Wang, Wenxiu</creator><creator>Gao, Meng</creator><creator>Fang, Zhe</creator><creator>Ros, Emilio</creator><creator>Del Gobbo, Liana C</creator><creator>Salas-Salvadó, Jordi</creator><creator>Martínez-González, Miguel A</creator><creator>Polak, Jan</creator><creator>Laakso, Markku</creator><creator>Astrup, Arne</creator><creator>Langin, Dominique</creator><creator>Hager, Jorg</creator><creator>Hul, Gabby</creator><creator>Hansen, Torben</creator><creator>Pedersen, Oluf</creator><creator>Oppert, Jean-Michel</creator><creator>Saris, Wim H M</creator><creator>Arner, Peter</creator><creator>Cofán, Montserrat</creator><creator>Rajaram, Sujatha</creator><creator>Tuomilehto, Jaakko</creator><creator>Lindström, Jaana</creator><creator>de Mello, Vanessa D</creator><creator>Stancacova, Alena</creator><creator>Uusitupa, Matti</creator><creator>Svendstrup, Mathilde</creator><creator>Sørensen, Thorkild I A</creator><creator>Gardner, Christopher D</creator><creator>Sabaté, Joan</creator><creator>Corella, Dolores</creator><creator>Martinez, J Alfredo</creator><creator>Qi, Lu</creator><general>AAAS</general><general>American Association for the Advancement of Science (AAAS)</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3394-7749</orcidid><orcidid>https://orcid.org/0000-0002-3917-9808</orcidid><orcidid>https://orcid.org/0000-0001-6367-4406</orcidid><orcidid>https://orcid.org/0000-0003-2700-7459</orcidid><orcidid>https://orcid.org/0000-0002-6763-4265</orcidid><orcidid>https://orcid.org/0000-0003-4821-430X</orcidid><orcidid>https://orcid.org/0000-0003-3414-6983</orcidid><orcidid>https://orcid.org/0000-0002-2573-1294</orcidid><orcidid>https://orcid.org/0000-0002-7596-1530</orcidid><orcidid>https://orcid.org/0000-0002-9063-9785</orcidid></search><sort><creationdate>2021</creationdate><title>Interaction of Diet/Lifestyle Intervention and TCF7L2 Genotype on Glycemic Control and Adiposity among Overweight or Obese Adults: Big Data from Seven Randomized Controlled Trials Worldwide</title><author>Huang, Tao ; Zhuang, Zhenhuang ; Heianza, Yoriko ; Sun, Dianjianyi ; Ma, Wenjie ; Wang, Wenxiu ; Gao, Meng ; Fang, Zhe ; Ros, Emilio ; Del Gobbo, Liana C ; Salas-Salvadó, Jordi ; Martínez-González, Miguel A ; Polak, Jan ; Laakso, Markku ; Astrup, Arne ; Langin, Dominique ; Hager, Jorg ; Hul, Gabby ; Hansen, Torben ; Pedersen, Oluf ; Oppert, Jean-Michel ; Saris, Wim H M ; Arner, Peter ; Cofán, Montserrat ; Rajaram, Sujatha ; Tuomilehto, Jaakko ; Lindström, Jaana ; de Mello, Vanessa D ; Stancacova, Alena ; Uusitupa, Matti ; Svendstrup, Mathilde ; Sørensen, Thorkild I A ; Gardner, Christopher D ; Sabaté, Joan ; Corella, Dolores ; Martinez, J Alfredo ; Qi, Lu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3258-287ffc7606fcd828f843cef2aae1448776429b52fc5d6751bf3e71a3598608523</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huang, Tao</creatorcontrib><creatorcontrib>Zhuang, Zhenhuang</creatorcontrib><creatorcontrib>Heianza, Yoriko</creatorcontrib><creatorcontrib>Sun, Dianjianyi</creatorcontrib><creatorcontrib>Ma, Wenjie</creatorcontrib><creatorcontrib>Wang, Wenxiu</creatorcontrib><creatorcontrib>Gao, Meng</creatorcontrib><creatorcontrib>Fang, Zhe</creatorcontrib><creatorcontrib>Ros, Emilio</creatorcontrib><creatorcontrib>Del Gobbo, Liana C</creatorcontrib><creatorcontrib>Salas-Salvadó, Jordi</creatorcontrib><creatorcontrib>Martínez-González, Miguel A</creatorcontrib><creatorcontrib>Polak, Jan</creatorcontrib><creatorcontrib>Laakso, Markku</creatorcontrib><creatorcontrib>Astrup, Arne</creatorcontrib><creatorcontrib>Langin, Dominique</creatorcontrib><creatorcontrib>Hager, Jorg</creatorcontrib><creatorcontrib>Hul, Gabby</creatorcontrib><creatorcontrib>Hansen, Torben</creatorcontrib><creatorcontrib>Pedersen, Oluf</creatorcontrib><creatorcontrib>Oppert, Jean-Michel</creatorcontrib><creatorcontrib>Saris, Wim H M</creatorcontrib><creatorcontrib>Arner, Peter</creatorcontrib><creatorcontrib>Cofán, Montserrat</creatorcontrib><creatorcontrib>Rajaram, Sujatha</creatorcontrib><creatorcontrib>Tuomilehto, Jaakko</creatorcontrib><creatorcontrib>Lindström, Jaana</creatorcontrib><creatorcontrib>de Mello, Vanessa D</creatorcontrib><creatorcontrib>Stancacova, Alena</creatorcontrib><creatorcontrib>Uusitupa, Matti</creatorcontrib><creatorcontrib>Svendstrup, Mathilde</creatorcontrib><creatorcontrib>Sørensen, Thorkild I A</creatorcontrib><creatorcontrib>Gardner, Christopher D</creatorcontrib><creatorcontrib>Sabaté, Joan</creatorcontrib><creatorcontrib>Corella, Dolores</creatorcontrib><creatorcontrib>Martinez, J Alfredo</creatorcontrib><creatorcontrib>Qi, Lu</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Health data science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huang, Tao</au><au>Zhuang, Zhenhuang</au><au>Heianza, Yoriko</au><au>Sun, Dianjianyi</au><au>Ma, Wenjie</au><au>Wang, Wenxiu</au><au>Gao, Meng</au><au>Fang, Zhe</au><au>Ros, Emilio</au><au>Del Gobbo, Liana C</au><au>Salas-Salvadó, Jordi</au><au>Martínez-González, Miguel A</au><au>Polak, Jan</au><au>Laakso, Markku</au><au>Astrup, Arne</au><au>Langin, Dominique</au><au>Hager, Jorg</au><au>Hul, Gabby</au><au>Hansen, Torben</au><au>Pedersen, Oluf</au><au>Oppert, Jean-Michel</au><au>Saris, Wim H M</au><au>Arner, Peter</au><au>Cofán, Montserrat</au><au>Rajaram, Sujatha</au><au>Tuomilehto, Jaakko</au><au>Lindström, Jaana</au><au>de Mello, Vanessa D</au><au>Stancacova, Alena</au><au>Uusitupa, Matti</au><au>Svendstrup, Mathilde</au><au>Sørensen, Thorkild I A</au><au>Gardner, Christopher D</au><au>Sabaté, Joan</au><au>Corella, Dolores</au><au>Martinez, J Alfredo</au><au>Qi, Lu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Interaction of Diet/Lifestyle Intervention and TCF7L2 Genotype on Glycemic Control and Adiposity among Overweight or Obese Adults: Big Data from Seven Randomized Controlled Trials Worldwide</atitle><jtitle>Health data science</jtitle><addtitle>Health Data Sci</addtitle><date>2021</date><risdate>2021</risdate><volume>2021</volume><spage>9897048</spage><pages>9897048-</pages><issn>2765-8783</issn><issn>2097-1095</issn><eissn>2765-8783</eissn><abstract>. The strongest locus which associated with type 2 diabetes (T2D) by the common variant rs7903146 is the transcription factor 7-like 2 gene (
). We aimed to quantify the interaction of diet/lifestyle interventions and the genetic effect of
rs7903146 on glycemic traits, body weight, or waist circumference in overweight or obese adults in several randomized controlled trials (RCTs).
. From October 2016 to May 2018, a large collaborative analysis was performed by pooling individual-participant data from 7 RCTs. These RCTs reported changes in glycemic control and adiposity of the variant rs7903146 after dietary/lifestyle-related interventions in overweight or obese adults. Gene treatment interaction models which used the genetic effect encoded by the allele dose and common covariates were applicable to individual participant data in all studies.
. In the joint analysis, a total of 7 eligible RCTs were included (
). Importantly, we observed a significant effect modification of diet/lifestyle-related interventions on the
variant rs7903146 and changes in fasting glucose. Compared with the control group, diet/lifestyle interventions were related to lower fasting glucose by -3.06 (95% CI, -5.77 to -0.36) mg/dL (test for heterogeneity and overall effect:
,
;
,
) per one copy of the
T risk allele. Furthermore, regardless of genetic risk, diet/lifestyle interventions were associated with lower waist circumference. However, there was no significant change for diet/lifestyle interventions in other glycemic control and adiposity traits per one copy of
risk allele.
. Our findings suggest that carrying the
T risk allele may have a modestly greater benefit for specific diet/lifestyle interventions to improve the control of fasting glucose in overweight or obese adults.</abstract><cop>United States</cop><pub>AAAS</pub><pmid>38487510</pmid><doi>10.34133/2021/9897048</doi><orcidid>https://orcid.org/0000-0002-3394-7749</orcidid><orcidid>https://orcid.org/0000-0002-3917-9808</orcidid><orcidid>https://orcid.org/0000-0001-6367-4406</orcidid><orcidid>https://orcid.org/0000-0003-2700-7459</orcidid><orcidid>https://orcid.org/0000-0002-6763-4265</orcidid><orcidid>https://orcid.org/0000-0003-4821-430X</orcidid><orcidid>https://orcid.org/0000-0003-3414-6983</orcidid><orcidid>https://orcid.org/0000-0002-2573-1294</orcidid><orcidid>https://orcid.org/0000-0002-7596-1530</orcidid><orcidid>https://orcid.org/0000-0002-9063-9785</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2765-8783 |
ispartof | Health data science, 2021, Vol.2021, p.9897048 |
issn | 2765-8783 2097-1095 2765-8783 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_257cd713c1e24b03b786b7e3c1019c53 |
source | NCBI_PubMed Central(免费) |
title | Interaction of Diet/Lifestyle Intervention and TCF7L2 Genotype on Glycemic Control and Adiposity among Overweight or Obese Adults: Big Data from Seven Randomized Controlled Trials Worldwide |
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