Understanding Gene-Lifestyle Interaction in Obesity: The Role of Mediation versus Moderation

IF 2 4区 医学 Q3 GENETICS & HEREDITY Lifestyle Genomics Pub Date : 2022-03-01 DOI:10.1159/000523813
L. Pérusse, Raphaëlle Jacob, V. Drapeau, C. Llewellyn, B. Arsenault, A. Bureau, M. Labonté, A. Tremblay, M. Vohl
{"title":"Understanding Gene-Lifestyle Interaction in Obesity: The Role of Mediation versus Moderation","authors":"L. Pérusse, Raphaëlle Jacob, V. Drapeau, C. Llewellyn, B. Arsenault, A. Bureau, M. Labonté, A. Tremblay, M. Vohl","doi":"10.1159/000523813","DOIUrl":null,"url":null,"abstract":"Background: Obesity results from complex interactions between genetic susceptibility to weight gain and poor eating and lifestyle behaviors. The approach that has been traditionally used in genetics to investigate gene-environment/lifestyle interaction in obesity is based on the concept of moderation or effect modification. Another approach called mediation analysis can be used to investigate gene-environment interaction in obesity. The objective of this review article is to explain the differences between the concepts of moderation and mediation and summarize the studies that have used mediation analysis to support the role of eating or lifestyle behaviors as putative mediators of genetic susceptibility to obesity. Summary: Moderation is used to determine whether the effect of an exposure (genes associated with obesity) on an outcome (obesity phenotype) differs in magnitude and/or direction across the spectrum of environmental exposure. Mediation analysis is used to assess the extent to which the effect of the exposure on the outcome is explained by a given set of hypothesized mediators with the aim of understanding how the exposure could lead to the outcome. In comparison with moderation, relatively few studies used mediation analyses to investigate gene-environment interaction in obesity. Most studies found evidence that traits related to appetite or eating behaviors partly mediated genetic susceptibility to obesity in either children or adults. Key Messages: Moderation and mediation represent two complementary approaches to investigate gene-environment interaction in obesity and address different research questions pertaining to the cause-effect relationship between genetic susceptibility to obesity and various obesity outcomes. More studies relying on mediation are needed to better understand the role of eating and lifestyle habits in mediating genetic susceptibility to obesity.","PeriodicalId":18030,"journal":{"name":"Lifestyle Genomics","volume":null,"pages":null},"PeriodicalIF":2.0000,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lifestyle Genomics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1159/000523813","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 5

Abstract

Background: Obesity results from complex interactions between genetic susceptibility to weight gain and poor eating and lifestyle behaviors. The approach that has been traditionally used in genetics to investigate gene-environment/lifestyle interaction in obesity is based on the concept of moderation or effect modification. Another approach called mediation analysis can be used to investigate gene-environment interaction in obesity. The objective of this review article is to explain the differences between the concepts of moderation and mediation and summarize the studies that have used mediation analysis to support the role of eating or lifestyle behaviors as putative mediators of genetic susceptibility to obesity. Summary: Moderation is used to determine whether the effect of an exposure (genes associated with obesity) on an outcome (obesity phenotype) differs in magnitude and/or direction across the spectrum of environmental exposure. Mediation analysis is used to assess the extent to which the effect of the exposure on the outcome is explained by a given set of hypothesized mediators with the aim of understanding how the exposure could lead to the outcome. In comparison with moderation, relatively few studies used mediation analyses to investigate gene-environment interaction in obesity. Most studies found evidence that traits related to appetite or eating behaviors partly mediated genetic susceptibility to obesity in either children or adults. Key Messages: Moderation and mediation represent two complementary approaches to investigate gene-environment interaction in obesity and address different research questions pertaining to the cause-effect relationship between genetic susceptibility to obesity and various obesity outcomes. More studies relying on mediation are needed to better understand the role of eating and lifestyle habits in mediating genetic susceptibility to obesity.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
了解基因-生活方式在肥胖中的相互作用:调解与调节的作用
背景:肥胖是体重增加的遗传易感性与不良饮食和生活方式行为之间复杂的相互作用的结果。传统上用于遗传学研究肥胖中基因-环境/生活方式相互作用的方法是基于适度或影响改变的概念。另一种称为中介分析的方法可用于研究肥胖的基因-环境相互作用。这篇综述文章的目的是解释适度和中介概念之间的差异,并总结使用中介分析来支持饮食或生活方式行为作为假定的肥胖遗传易感性中介作用的研究。摘要:适度用于确定暴露(与肥胖相关的基因)对结果(肥胖表型)的影响在不同的环境暴露范围内是否在大小和/或方向上有所不同。中介分析用于评估暴露对结果的影响在多大程度上可以通过一组假设的中介来解释,目的是了解暴露如何导致结果。与适度相比,相对较少的研究使用中介分析来调查肥胖的基因-环境相互作用。大多数研究发现,与食欲或饮食行为相关的特征在一定程度上介导了儿童或成人肥胖的遗传易感性。关键信息:调节和中介是研究肥胖中基因-环境相互作用的两种互补方法,并解决有关肥胖遗传易感性与各种肥胖结局之间因果关系的不同研究问题。为了更好地理解饮食和生活习惯在调节肥胖遗传易感性方面的作用,还需要更多依赖中介的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Lifestyle Genomics
Lifestyle Genomics Agricultural and Biological Sciences-Food Science
CiteScore
4.00
自引率
7.70%
发文量
11
审稿时长
28 weeks
期刊介绍: Lifestyle Genomics aims to provide a forum for highlighting new advances in the broad area of lifestyle-gene interactions and their influence on health and disease. The journal welcomes novel contributions that investigate how genetics may influence a person’s response to lifestyle factors, such as diet and nutrition, natural health products, physical activity, and sleep, amongst others. Additionally, contributions examining how lifestyle factors influence the expression/abundance of genes, proteins and metabolites in cell and animal models as well as in humans are also of interest. The journal will publish high-quality original research papers, brief research communications, reviews outlining timely advances in the field, and brief research methods pertaining to lifestyle genomics. It will also include a unique section under the heading “Market Place” presenting articles of companies active in the area of lifestyle genomics. Research articles will undergo rigorous scientific as well as statistical/bioinformatic review to ensure excellence.
期刊最新文献
Erratum. Diet, DNA methylation and systemic lupus erythematosus: evidence and perspectives focused on personalized nutrition Application of gut bacterial profiling information in precision nutrition for obesity and weight loss management Role of Presurgical Gut Microbial Diversity in Roux-en-Y Gastric Bypass Weight-Loss Response: A Cohort Study. The Molecular Basis of Olfactory Dysfunction in COVID-19 and Long COVID.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1