Cheng Hui G, Alshaarawy Omayma, Cantave Marven D, Anthony James C
1Department of Epidemiology and Biostatistics,Michigan State University,East Lansing,MI 48824,USA.
Br J Nutr. 2016 Oct;116(7):1256-1264. doi: 10.1017/S0007114516003159. Epub 2016 Sep 13.
Exposures to antioxidants (AO) are associated with levels of C-reactive protein (CRP), but the pattern of evidence is mixed, due in part to studying each potential AO, one at a time, when multiple AO exposures might affect CRP levels. By studying multiple AO via a composite indicator approach, we estimate the degree to which serum CRP level is associated with serum AO level. Standardised field survey protocols for the US National Health and Nutrition Examination Survey (NHANES) 2003-2006 yielded nationally representative cross-sectional samples of adults aged 20 years and older (n 8841). NHANES latex-enhanced nephelometry quantified serum CRP levels. Liquid chromatography quantified serum concentrations of vitamins A, E and C and carotenoids. Using structural equations, we regressed CRP level on AO levels, and derived a summary estimate for a composite of these potential antioxidants (CPA), with covariates held constant. The association linking CPA with CRP was inverse, stronger for slightly elevated CRP (1·8≤CRP<10 mg/l; slope= -1·08; 95 % CI -1·39, -0·77) and weaker for highly elevated CRP (≥10 mg/l; slope= -0·52; 95 % CI -0·68, -0·35), with little change when covariates were added. Vitamins A and C, as well as lutein+zeaxanthin, were prominent contributors to the composite. In these cross-sectional data studied via a composite indicator approach, the CPA level and the CRP level were inversely related. The stage is set for more confirmatory longitudinal or intervention research on multiple vitamins. The composite indicator approach might be most useful in epidemiology when several exposure constructs are too weakly inter-correlated to be studied via formal measurement models for underlying latent dimensions.
抗氧化剂(AO)的暴露与C反应蛋白(CRP)水平相关,但证据模式不一,部分原因是在多种AO暴露可能影响CRP水平的情况下,每次仅研究一种潜在的AO。通过采用综合指标法研究多种AO,我们估计血清CRP水平与血清AO水平的关联程度。2003 - 2006年美国国家健康与营养检查调查(NHANES)的标准化现场调查方案产生了具有全国代表性的20岁及以上成年人横断面样本(n = 8841)。NHANES采用乳胶增强比浊法测定血清CRP水平。液相色谱法定量测定血清中维生素A、E、C和类胡萝卜素的浓度。我们使用结构方程,将CRP水平对AO水平进行回归,并在协变量保持不变的情况下,得出这些潜在抗氧化剂综合指标(CPA)的汇总估计值。CPA与CRP的关联呈负相关,对于轻度升高的CRP(1.8≤CRP<10 mg/l;斜率 = -1.08;95%CI -1.39,-0.77)更强,对于高度升高的CRP(≥10 mg/l;斜率 = -0.52;95%CI -0.68,-0.35)较弱,添加协变量后变化不大。维生素A、C以及叶黄素 + 玉米黄质是该综合指标的主要贡献成分。在通过综合指标法研究的这些横断面数据中,CPA水平与CRP水平呈负相关。这为针对多种维生素进行更多验证性纵向或干预性研究奠定了基础。当几种暴露结构之间的相互关联性过弱而无法通过潜在维度正式测量模型进行研究时,综合指标法在流行病学中可能最为有用。