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生活方式与八种乳腺癌相关代谢物的相关性:一项在 EPIC 队列内的横断面研究。

Lifestyle correlates of eight breast cancer-related metabolites: a cross-sectional study within the EPIC cohort.

机构信息

International Agency for Research on Cancer (IARC/WHO), Nutrition and Metabolism Branch, 150 cours Albert Thomas, 69372, CEDEX 08, Lyon, France.

Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.

出版信息

BMC Med. 2021 Dec 10;19(1):312. doi: 10.1186/s12916-021-02183-2.

Abstract

BACKGROUND

Metabolomics is a promising molecular tool for identifying novel etiological pathways leading to cancer. In an earlier prospective study among pre- and postmenopausal women not using exogenous hormones, we observed a higher risk of breast cancer associated with higher blood concentrations of one metabolite (acetylcarnitine) and a lower risk associated with higher blood concentrations of seven others (arginine, asparagine, phosphatidylcholines (PCs) aa C36:3, ae C34:2, ae C36:2, ae C36:3, and ae C38:2).

METHODS

To identify determinants of these breast cancer-related metabolites, we conducted a cross-sectional analysis to identify their lifestyle and anthropometric correlates in 2358 women, who were previously included as controls in case-control studies nested within the European Prospective Investigation into Cancer and Nutrition cohort and not using exogenous hormones at blood collection. Associations of each metabolite concentration with 42 variables were assessed using linear regression models in a discovery set of 1572 participants. Significant associations were evaluated in a validation set (n = 786).

RESULTS

For the metabolites previously associated with a lower risk of breast cancer, concentrations of PCs ae C34:2, C36:2, C36:3, and C38:2 were negatively associated with adiposity and positively associated with total and saturated fat intakes. PC ae C36:2 was also negatively associated with alcohol consumption and positively associated with two scores reflecting adherence to a healthy lifestyle. Asparagine concentration was negatively associated with adiposity. Arginine and PC aa C36:3 concentrations were not associated to any of the factors examined. For the metabolite previously associated with a higher risk of breast cancer, acetylcarnitine, a positive association with age was observed.

CONCLUSIONS

These associations may indicate possible mechanisms underlying associations between lifestyle and anthropometric factors, and risk of breast cancer. Further research is needed to identify potential non-lifestyle correlates of the metabolites investigated.

摘要

背景

代谢组学是一种很有前途的分子工具,可用于识别导致癌症的新的病因途径。在一项针对绝经前和绝经后未使用外源性激素的女性的前瞻性研究中,我们观察到血液中一种代谢物(乙酰肉碱)浓度较高与乳腺癌风险较高相关,而另外七种代谢物(精氨酸、天冬酰胺、磷脂酰胆碱(PCs)aa C36:3、ae C34:2、ae C36:2、ae C36:3 和 ae C38:2)浓度较高与乳腺癌风险较低相关。

方法

为了确定这些与乳腺癌相关的代谢物的决定因素,我们进行了一项横断面分析,以确定在 2358 名女性中,这些代谢物与生活方式和人体测量学指标的相关性,这些女性之前曾作为嵌套在欧洲癌症与营养前瞻性调查队列中的病例对照研究的对照组,并且在采血时未使用外源性激素。使用线性回归模型在发现组的 1572 名参与者中评估每种代谢物浓度与 42 个变量的相关性。在验证组(n=786)中评估了显著相关性。

结果

对于之前与乳腺癌风险降低相关的代谢物,PCs ae C34:2、C36:2、C36:3 和 C38:2 的浓度与肥胖呈负相关,与总脂肪和饱和脂肪摄入量呈正相关。PC ae C36:2 还与酒精摄入呈负相关,与反映健康生活方式依从性的两个评分呈正相关。天冬酰胺浓度与肥胖呈负相关。精氨酸和 PC aa C36:3 浓度与检查的任何因素均无关。对于之前与乳腺癌风险升高相关的代谢物乙酰肉碱,观察到与年龄呈正相关。

结论

这些关联可能表明生活方式和人体测量因素与乳腺癌风险之间关联的潜在机制。需要进一步研究以确定所研究代谢物的潜在非生活方式相关因素。

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