C. Șerban, D. Șerban, Ștefania Ioana Butica, D. Lungeanu
{"title":"Web of Causation between Dietary Patterns and Childhood Obesity: Applying Hill's Criteria","authors":"C. Șerban, D. Șerban, Ștefania Ioana Butica, D. Lungeanu","doi":"10.2478/rjdnmd-2018-0052","DOIUrl":null,"url":null,"abstract":"Abstract Since their publication in 1965, the Bradford Hill criteria for causality have been largely used as a framework for causal inference in epidemiology. We aim at employing this classical approach to shed new light onto the web of causation of childhood obesity. Although the fundamental cause of obesity is the long-term imbalance between energetic need and intake, this medical condition is multifactorial in its origin, influenced by genetic, behavioral, socioeconomic, and environmental factors. This imbalance leads to accumulation of excessive adipose tissue. Observational studies tend to mostly quantify association between dietary factors and accumulation of adipose tissue. On the other hand, multivariate analysis proved some of these associations to be spurious, therefore prospective trials are needed to demonstrate causality. Short term experimental studies have been conducted to identify unique dietary pattern changes on specific outcomes, but long term, community-based studies would offer more comprehensive answers on dietary pattern effects. We conducted a literature review on PubMed, Scopus, Web of Science, and Google Scholar. From a total of 323 papers identified at first stage, we further discuss the applicability of Bradford Hill criteria for 31 articles, by examples of dietary patterns and accumulation of excess body fat as exposure-response associations. We also put forward and analyzed the evidence prospective studies would bring, as foundation for future interventions.","PeriodicalId":38700,"journal":{"name":"Romanian Journal of Diabetes, Nutrition and Metabolic Diseases","volume":"25 1","pages":"431 - 438"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Romanian Journal of Diabetes, Nutrition and Metabolic Diseases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/rjdnmd-2018-0052","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 1
Abstract
Abstract Since their publication in 1965, the Bradford Hill criteria for causality have been largely used as a framework for causal inference in epidemiology. We aim at employing this classical approach to shed new light onto the web of causation of childhood obesity. Although the fundamental cause of obesity is the long-term imbalance between energetic need and intake, this medical condition is multifactorial in its origin, influenced by genetic, behavioral, socioeconomic, and environmental factors. This imbalance leads to accumulation of excessive adipose tissue. Observational studies tend to mostly quantify association between dietary factors and accumulation of adipose tissue. On the other hand, multivariate analysis proved some of these associations to be spurious, therefore prospective trials are needed to demonstrate causality. Short term experimental studies have been conducted to identify unique dietary pattern changes on specific outcomes, but long term, community-based studies would offer more comprehensive answers on dietary pattern effects. We conducted a literature review on PubMed, Scopus, Web of Science, and Google Scholar. From a total of 323 papers identified at first stage, we further discuss the applicability of Bradford Hill criteria for 31 articles, by examples of dietary patterns and accumulation of excess body fat as exposure-response associations. We also put forward and analyzed the evidence prospective studies would bring, as foundation for future interventions.
自1965年发表以来,布拉德福德·希尔因果关系标准一直被广泛用作流行病学因果推理的框架。我们的目标是利用这种经典的方法来揭示儿童肥胖的因果关系。虽然肥胖的根本原因是能量需求和摄入之间的长期不平衡,但这种医学状况的起源是多因素的,受遗传、行为、社会经济和环境因素的影响。这种不平衡导致过量脂肪组织的积累。观察性研究倾向于量化饮食因素与脂肪组织积累之间的关系。另一方面,多变量分析证明其中一些关联是虚假的,因此需要前瞻性试验来证明因果关系。已经进行了短期实验研究,以确定独特的饮食模式改变对特定结果的影响,但长期的、基于社区的研究将为饮食模式的影响提供更全面的答案。我们对PubMed、Scopus、Web of Science和b谷歌Scholar进行了文献综述。从第一阶段确定的323篇论文中,我们进一步讨论了Bradford Hill标准对31篇文章的适用性,通过饮食模式和过量体脂积累作为暴露-反应关联的例子。我们还提出并分析了前瞻性研究可能带来的证据,作为未来干预的基础。