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Associations between dietary and lifestyle risk factors and colorectal cancer in the Scottish population

机译:饮食和生活方式风险因素与苏格兰人群结直肠癌之间的关系

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Colorectal cancer (CRC) accounts for 9.7% of all cancer cases and for 8% of all cancer-related deaths. Established risk factors include personal or family history of CRC as well as lifestyle and dietary factors. We investigated the relationship between CRC and demographic, lifestyle, food and nutrient risk factors through a case-control study that included 2062 patients and 2776 controls from Scotland. Forward and backward stepwise regression was applied and the stability of the models was assessed in 1000 bootstrap samples. The variables that were automatically selected to be included by the forward or backward stepwise regression and whose selection was verified by bootstrap sampling in the current study were family history, dietary energy, 'high-energy snack foods', eggs, juice, sugar-sweetened beverages and white fish (associated with an increased CRC risk) and NSAIDs, coffee and magnesium (associated with a decreased CRC risk). Application of forward and backward stepwise regression in this CRC study identified some already established as well as some novel potential risk factors. Bootstrap findings suggest that examination of the stability of regression models by bootstrap sampling is useful in the interpretation of study findings.'High-energy snackfoods' and high-energy drinks (including sugar-sweetened beverages and fruit juices) as risk factors for CRC have not been reported previously and merit further investigation as such snacks and beverages are important contributors in European and North American diets.
机译:大肠癌(CRC)占所有癌症病例的9.7%,占所有与癌症相关的死亡的8%。确定的危险因素包括CRC的个人或家族病史以及生活方式和饮食因素。通过一项病例对照研究,我们调查了CRC与人口统计学,生活方式,食物和营养素风险因素之间的关系,该研究包括来自苏格兰的2062名患者和2776名对照。应用前进和后退逐步回归,并在1000个自举样本中评估模型的稳定性。在当前研究中,被自动选择包括在正向或反向逐步回归中并通过引导抽样验证的变量是家族史,饮食能量,“高能量休闲食品”,鸡蛋,果汁,糖饮料和白鱼(与CRC风险增加有关)和非甾体抗炎药,咖啡和镁(与CRC风险减少有关)。在此CRC研究中应用正向和反向逐步回归可以确定一些已经确定的以及一些新的潜在危险因素。 Bootstrap的研究结果表明,通过Bootstrap抽样检查回归模型的稳定性对研究结果的解释很有帮助.``高能休闲食品''和高能饮料(包括糖甜饮料和果汁)是CRC的危险因素,以前没有报道过,值得进一步研究,因为这类零食和饮料是欧洲和北美饮食的重要贡献者。

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