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Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos
BACKGROUND: Genome-wide association studies have implicated the transcription factor 7-like 2 (TCF7L2) gene in type 2 diabetes risk, and more recently, in decreased body mass index. Given the contrary direction of genetic effects on these two traits, it has been suggested that the observed associati...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167893/ https://www.ncbi.nlm.nih.gov/pubmed/30305909 http://dx.doi.org/10.1186/s40608-018-0200-x |
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author | Fernández-Rhodes, Lindsay Howard, Annie Green Graff, Mariaelisa Isasi, Carmen R. Highland, Heather M. Young, Kristin L. Parra, Esteban Below, Jennifer E. Qi, Qibin Kaplan, Robert C. Justice, Anne E. Papanicolaou, George Laurie, Cathy C. Grant, Struan F. A. Haiman, Christopher Loos, Ruth J. F. North, Kari E. |
author_facet | Fernández-Rhodes, Lindsay Howard, Annie Green Graff, Mariaelisa Isasi, Carmen R. Highland, Heather M. Young, Kristin L. Parra, Esteban Below, Jennifer E. Qi, Qibin Kaplan, Robert C. Justice, Anne E. Papanicolaou, George Laurie, Cathy C. Grant, Struan F. A. Haiman, Christopher Loos, Ruth J. F. North, Kari E. |
author_sort | Fernández-Rhodes, Lindsay |
collection | PubMed |
description | BACKGROUND: Genome-wide association studies have implicated the transcription factor 7-like 2 (TCF7L2) gene in type 2 diabetes risk, and more recently, in decreased body mass index. Given the contrary direction of genetic effects on these two traits, it has been suggested that the observed association with body mass index may reflect either selection bias or a complex underlying biology at TCF7L2. METHODS: Using 9031 Hispanic/Latino adults (21–76 years) with complete weight history and genetic data from the community-based Hispanic Community Health Study/Study of Latinos (HCHS/SOL, Baseline 2008–2011), we estimated the multivariable association between the additive number of type 2 diabetes increasing-alleles at TCF7L2 (rs7903146-T) and body mass index. We then used structural equation models to simultaneously model the genetic association on changes in body mass index across the life course and estimate the odds of type 2 diabetes per TCF7L2 risk allele. RESULTS: We observed both significant increases in type 2 diabetes prevalence at examination (independent of body mass index) and decreases in mean body mass index and waist circumference across genotypes at rs7903146. We observed a significant multivariable association between the additive number of type 2 diabetes-risk alleles and lower body mass index at examination. In our structured modeling, we observed non-significant inverse direct associations between rs7903146-T and body mass index at ages 21 and 45 years, and a significant positive association between rs7903146-T and type 2 diabetes onset in both middle and late adulthood. CONCLUSIONS: Herein, we replicated the protective effect of rs7930146-T on body mass index at multiple time points in the life course, and observed that these effects were not explained by past type 2 diabetes status in our structured modeling. The robust replication of the negative effects of TCF7L2 on body mass index in multiple samples, including in our diverse Hispanic/Latino community-based sample, supports a growing body of literature on the complex biologic mechanism underlying the functional consequences of TCF7L2 on obesity and type 2 diabetes across the life course. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40608-018-0200-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6167893 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-61678932018-10-10 Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos Fernández-Rhodes, Lindsay Howard, Annie Green Graff, Mariaelisa Isasi, Carmen R. Highland, Heather M. Young, Kristin L. Parra, Esteban Below, Jennifer E. Qi, Qibin Kaplan, Robert C. Justice, Anne E. Papanicolaou, George Laurie, Cathy C. Grant, Struan F. A. Haiman, Christopher Loos, Ruth J. F. North, Kari E. BMC Obes Research Article BACKGROUND: Genome-wide association studies have implicated the transcription factor 7-like 2 (TCF7L2) gene in type 2 diabetes risk, and more recently, in decreased body mass index. Given the contrary direction of genetic effects on these two traits, it has been suggested that the observed association with body mass index may reflect either selection bias or a complex underlying biology at TCF7L2. METHODS: Using 9031 Hispanic/Latino adults (21–76 years) with complete weight history and genetic data from the community-based Hispanic Community Health Study/Study of Latinos (HCHS/SOL, Baseline 2008–2011), we estimated the multivariable association between the additive number of type 2 diabetes increasing-alleles at TCF7L2 (rs7903146-T) and body mass index. We then used structural equation models to simultaneously model the genetic association on changes in body mass index across the life course and estimate the odds of type 2 diabetes per TCF7L2 risk allele. RESULTS: We observed both significant increases in type 2 diabetes prevalence at examination (independent of body mass index) and decreases in mean body mass index and waist circumference across genotypes at rs7903146. We observed a significant multivariable association between the additive number of type 2 diabetes-risk alleles and lower body mass index at examination. In our structured modeling, we observed non-significant inverse direct associations between rs7903146-T and body mass index at ages 21 and 45 years, and a significant positive association between rs7903146-T and type 2 diabetes onset in both middle and late adulthood. CONCLUSIONS: Herein, we replicated the protective effect of rs7930146-T on body mass index at multiple time points in the life course, and observed that these effects were not explained by past type 2 diabetes status in our structured modeling. The robust replication of the negative effects of TCF7L2 on body mass index in multiple samples, including in our diverse Hispanic/Latino community-based sample, supports a growing body of literature on the complex biologic mechanism underlying the functional consequences of TCF7L2 on obesity and type 2 diabetes across the life course. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40608-018-0200-x) contains supplementary material, which is available to authorized users. BioMed Central 2018-10-02 /pmc/articles/PMC6167893/ /pubmed/30305909 http://dx.doi.org/10.1186/s40608-018-0200-x Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Fernández-Rhodes, Lindsay Howard, Annie Green Graff, Mariaelisa Isasi, Carmen R. Highland, Heather M. Young, Kristin L. Parra, Esteban Below, Jennifer E. Qi, Qibin Kaplan, Robert C. Justice, Anne E. Papanicolaou, George Laurie, Cathy C. Grant, Struan F. A. Haiman, Christopher Loos, Ruth J. F. North, Kari E. Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos |
title | Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos |
title_full | Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos |
title_fullStr | Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos |
title_full_unstemmed | Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos |
title_short | Complex patterns of direct and indirect association between the transcription Factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the Hispanic Community Health Study/Study of Latinos |
title_sort | complex patterns of direct and indirect association between the transcription factor-7 like 2 gene, body mass index and type 2 diabetes diagnosis in adulthood in the hispanic community health study/study of latinos |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167893/ https://www.ncbi.nlm.nih.gov/pubmed/30305909 http://dx.doi.org/10.1186/s40608-018-0200-x |
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