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一项针对日本人群中甜食消费的全基因组关联研究:日本多机构合作队列研究。

A genome-wide association study on confection consumption in a Japanese population: the Japan Multi-Institutional Collaborative Cohort Study.

机构信息

Department of Food Science and Human Nutrition, Ryukoku University, Otsu, Japan.

Yamashina Racto Clinic and Medical Examination Center, Kyoto, Japan.

出版信息

Br J Nutr. 2021 Dec 28;126(12):1843-1851. doi: 10.1017/S0007114521000684. Epub 2021 Feb 26.

Abstract

Differences in individual eating habits may be influenced by genetic factors, in addition to cultural, social or environmental factors. Previous studies suggested that genetic variants within sweet taste receptor genes family were associated with sweet taste perception and the intake of sweet foods. The aim of this study was to conduct a genome-wide association study (GWAS) to find genetic variations that affect confection consumption in a Japanese population. We analysed GWAS data on confection consumption using 14 073 participants from the Japan Multi-Institutional Collaborative Cohort study. We used a semi-quantitative FFQ to estimate food intake that was validated previously. Association of the imputed variants with confection consumption was performed by linear regression analysis with adjustments for age, sex, total energy intake and principal component analysis components 1-3. Furthermore, the analysis was repeated adjusting for alcohol intake (g/d) in addition to the above-described variables. We found 418 SNP located in 12q24 that were associated with confection consumption. SNP with the ten lowest P-values were located on nine genes including at the BRAP, ACAD10 and aldehyde dehydrogenase 2 regions on 12q24.12-13. After adjustment for alcohol intake, no variant was associated with confections intake with genome-wide significance. In conclusion, we found a significant number of SNP located on 12q24 genes that were associated with confections intake before adjustment for alcohol intake. However, all of them lost statistical significance after adjustment for alcohol intake.

摘要

个体饮食习惯的差异可能受到遗传因素的影响,除此之外,还可能受到文化、社会或环境因素的影响。先前的研究表明,甜味受体基因家族内的遗传变异与甜味感知和甜食摄入有关。本研究旨在进行全基因组关联研究(GWAS),以寻找影响日本人群甜食消费的遗传变异。我们使用来自日本多机构合作队列研究的 14073 名参与者的 GWAS 数据来分析甜食消费。我们使用半定量 FFQ 来估计以前经过验证的食物摄入量。通过线性回归分析,在调整年龄、性别、总能量摄入和主成分分析成分 1-3 后,对推断出的变异与甜食消费的关联进行了分析。此外,除了上述变量外,还通过调整酒精摄入量(g/d)重复了分析。我们发现了 418 个位于 12q24 的 SNP 与甜食消费相关。与零食消费相关的 P 值最低的 10 个 SNP 位于 12q24.12-13 上的 BRAP、ACAD10 和醛脱氢酶 2 区域的九个基因中。在调整酒精摄入量后,没有 SNP 与零食摄入量具有全基因组显著性相关。总之,我们发现了大量位于 12q24 基因上的 SNP 与零食摄入量相关,在调整酒精摄入量之前。然而,在调整酒精摄入量后,它们都失去了统计学意义。

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