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在流行病学中使用特定途径的综合暴露评分:在一项基于病例对照研究的偶发性散发性结直肠腺瘤的氧化平衡的综合暴露评分中的应用。

Using pathway-specific comprehensive exposure scores in epidemiology: application to oxidative balance in a pooled case-control study of incident, sporadic colorectal adenomas.

出版信息

Am J Epidemiol. 2013 Aug 15;178(4):610-24. doi: 10.1093/aje/kwt007. Epub 2013 May 2.

Abstract

Identifying associations of risk factors sharing the same pathway with disease risk is complicated by small individual effects and intercorrelated components; this can be addressed by creating comprehensive exposure scores. We developed and validated 3 novel weighting methods (literature review-derived, study data-based, and a Bayesian method that combines prior knowledge with study data) to incorporate components into a pathway score for oxidative balance in addition to a commonly used method that assumes all components contribute equally to the score. We illustrate our method using pooled data from 3 US case-control studies of sporadic colorectal adenoma (1991-2002). We created 4 oxidative balance scores (OBS) to reflect combined summary measures of dietary and nondietary antioxidant and prooxidant exposures. A higher score represents a predominance of antioxidant exposures over prooxidant exposures. In the pooled data, the odds ratios comparing the highest tertile of OBS with the lowest for adenoma risk ranged from 0.38 to 0.54 for the 4 measures; all were statistically significant. These findings suggest that 1) OBS are indicators of oxidative balance and may be inversely associated with colorectal adenoma risk and 2) using comprehensive exposure scores may be preferable to investigating individual component-disease associations for complex exposures, such as oxidative balance.

摘要

确定具有相同作用途径的风险因素与疾病风险之间的关联非常复杂,因为个体效应较小且各组成部分相互关联;可以通过创建综合暴露评分来解决这个问题。我们开发并验证了 3 种新颖的加权方法(基于文献综述、研究数据和将先验知识与研究数据相结合的贝叶斯方法),除了常用的假设所有组成部分对评分均等贡献的方法外,还将这些方法纳入氧化平衡途径评分中。我们使用来自美国 3 项散发性结直肠腺瘤病例对照研究(1991-2002 年)的汇总数据来说明我们的方法。我们创建了 4 种氧化平衡评分(OBS),以反映饮食和非饮食抗氧化剂和促氧化剂暴露的综合汇总指标。得分越高表示抗氧化剂暴露相对于促氧化剂暴露占主导地位。在汇总数据中,与最低 tertile 相比,最高 tertile 的 OBS 与腺瘤风险的比值范围为 0.38 至 0.54;所有结果均具有统计学意义。这些发现表明:1)OBS 是氧化平衡的指标,可能与结直肠腺瘤风险呈负相关;2)对于复杂暴露(如氧化平衡),使用综合暴露评分可能比研究单个成分-疾病关联更可取。

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