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Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population
BACKGROUND/OBJECTIVES: Recent large-scale genome-wide association studies have identified multiple loci robustly associated with BMI, predominantly in European ancestry (EA) populations. However, associations of these loci with obesity and related traits have not been well described in Chinese Hans....
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3953410/ https://www.ncbi.nlm.nih.gov/pubmed/24626232 http://dx.doi.org/10.1371/journal.pone.0091442 |
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author | Zhu, Jingwen Loos, Ruth J. F. Lu, Ling Zong, Geng Gan, Wei Ye, Xingwang Sun, Liang Li, Huaixing Lin, Xu |
author_facet | Zhu, Jingwen Loos, Ruth J. F. Lu, Ling Zong, Geng Gan, Wei Ye, Xingwang Sun, Liang Li, Huaixing Lin, Xu |
author_sort | Zhu, Jingwen |
collection | PubMed |
description | BACKGROUND/OBJECTIVES: Recent large-scale genome-wide association studies have identified multiple loci robustly associated with BMI, predominantly in European ancestry (EA) populations. However, associations of these loci with obesity and related traits have not been well described in Chinese Hans. This study aimed to investigate whether BMI-associated loci are, individually and collectively, associated with adiposity-related traits and obesity in Chinese Hans and whether these associations are modified by physical activity (PA). SUBJECTS/METHODS: We genotyped 28 BMI-associated single nucleotide polymorphisms (SNPs) in a population-based cohort including 2,894 unrelated Han Chinese. Genetic risk score (GRS), EA and East Asian ancestry (EAA) GRSs were calculated by adding BMI-increasing alleles based on all, EA and EAA identified SNPs, respectively. Interactions of GRS and PA were examined by including the interaction-term in the regression model. RESULTS: Individually, 26 of 28 SNPs showed directionally consistent effects on BMI, and associations of four loci (TMEM18, PCSK1, BDNF and MAP2K5) reached nominal significance (P<0.05). The GRS was associated with increased BMI, trunk fat and body fat percentages; and increased risk of obesity and overweight (all P<0.05). Effect sizes (0.11 vs. 0.17 kg/m(2)) and explained variance (0.90% vs. 1.45%) of GRS for BMI tended to be lower in Chinese Hans than in Europeans. The EA GRS and EAA GRS were associated with 0.11 and 0.13 kg/m(2) higher BMI, respectively. In addition, we found that PA attenuated the effect of the GRS on BMI (P (interaction) = 0.022). CONCLUSIONS: Our observations suggest that the combined effect of obesity-susceptibility loci on BMI tended to be lower in Han Chinese than in EA. The overall, EA and EAA GRSs exert similar effects on adiposity traits. Genetic predisposition to increased BMI is attenuated by PA in this population of Han Chinese. |
format | Online Article Text |
id | pubmed-3953410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-39534102014-03-18 Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population Zhu, Jingwen Loos, Ruth J. F. Lu, Ling Zong, Geng Gan, Wei Ye, Xingwang Sun, Liang Li, Huaixing Lin, Xu PLoS One Research Article BACKGROUND/OBJECTIVES: Recent large-scale genome-wide association studies have identified multiple loci robustly associated with BMI, predominantly in European ancestry (EA) populations. However, associations of these loci with obesity and related traits have not been well described in Chinese Hans. This study aimed to investigate whether BMI-associated loci are, individually and collectively, associated with adiposity-related traits and obesity in Chinese Hans and whether these associations are modified by physical activity (PA). SUBJECTS/METHODS: We genotyped 28 BMI-associated single nucleotide polymorphisms (SNPs) in a population-based cohort including 2,894 unrelated Han Chinese. Genetic risk score (GRS), EA and East Asian ancestry (EAA) GRSs were calculated by adding BMI-increasing alleles based on all, EA and EAA identified SNPs, respectively. Interactions of GRS and PA were examined by including the interaction-term in the regression model. RESULTS: Individually, 26 of 28 SNPs showed directionally consistent effects on BMI, and associations of four loci (TMEM18, PCSK1, BDNF and MAP2K5) reached nominal significance (P<0.05). The GRS was associated with increased BMI, trunk fat and body fat percentages; and increased risk of obesity and overweight (all P<0.05). Effect sizes (0.11 vs. 0.17 kg/m(2)) and explained variance (0.90% vs. 1.45%) of GRS for BMI tended to be lower in Chinese Hans than in Europeans. The EA GRS and EAA GRS were associated with 0.11 and 0.13 kg/m(2) higher BMI, respectively. In addition, we found that PA attenuated the effect of the GRS on BMI (P (interaction) = 0.022). CONCLUSIONS: Our observations suggest that the combined effect of obesity-susceptibility loci on BMI tended to be lower in Han Chinese than in EA. The overall, EA and EAA GRSs exert similar effects on adiposity traits. Genetic predisposition to increased BMI is attenuated by PA in this population of Han Chinese. Public Library of Science 2014-03-13 /pmc/articles/PMC3953410/ /pubmed/24626232 http://dx.doi.org/10.1371/journal.pone.0091442 Text en © 2014 Zhu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Zhu, Jingwen Loos, Ruth J. F. Lu, Ling Zong, Geng Gan, Wei Ye, Xingwang Sun, Liang Li, Huaixing Lin, Xu Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population |
title | Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population |
title_full | Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population |
title_fullStr | Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population |
title_full_unstemmed | Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population |
title_short | Associations of Genetic Risk Score with Obesity and Related Traits and the Modifying Effect of Physical Activity in a Chinese Han Population |
title_sort | associations of genetic risk score with obesity and related traits and the modifying effect of physical activity in a chinese han population |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3953410/ https://www.ncbi.nlm.nih.gov/pubmed/24626232 http://dx.doi.org/10.1371/journal.pone.0091442 |
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