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高敏C反应蛋白的人口统计学、行为学、饮食及临床预测因素:美国国家健康与营养检查调查(NHANES)

Demographic, behavioral, dietary, and clinical predictors of high-sensitivity C-reactive protein: The National Health and Nutrition Examination Surveys (NHANES).

作者信息

Randall Zachary D, Brouillard Adam M, Deych Elena, Rich Michael W

机构信息

Washington University School of Medicine, St Louis, MO, USA.

Texas Heart Institute, Houston, TX, USA.

出版信息

Am Heart J Plus. 2022 Aug 27;21:100196. doi: 10.1016/j.ahjo.2022.100196. eCollection 2022 Sep.

Abstract

AIMS

High-sensitivity C-reactive protein (hs-CRP), a marker of inflammation, is associated with atherosclerosis, and recent studies indicate that therapies targeting inflammation are associated with reductions in cardiovascular risk. However, factors predictive of elevated hs-CRP in the general population have not been elucidated.

METHODS

In this cross-sectional study, multivariable logistic regression analysis was used to identify independent predictors of elevated hs-CRP (≥3 mg/L) utilizing the National Health and Nutrition Examination Survey (NHANES) 2015-2016 cycle. The model was verified using the independent NHANES 2017-2018 cycle. Candidate variables comprised demographic, behavioral, dietary, and clinical factors. The study included 5412 adults from the 2015-2016 cohort and 5856 adults from the 2017-2018 cohort.

RESULTS

Significant independent predictors of elevated hs-CRP included: older age (OR 1.09 per decade; 95 % CI 1.03-1.14; P = 0.024), female sex (OR 1.57; 95 % CI 1.36-1.80; P = 0.003), Black vs White race (OR 1.31; 95 % CI 1.10-1.56; P = 0.037), increased BMI (OR 1.12 per kg/m; 95 % CI 1.10-1.14; P < 0.001), elevated white blood cell count (OR 1.21 per 1000 white blood cells/μL; 95 % CI 1.15-1.28; P = 0.002), and self-reported poor vs excellent health (OR 1.73; 95 % CI 1.04-2.22; P = 0.012). The model had excellent discrimination with a c-statistic of 0.77 in the 2015-2016 cycle and 0.76 in the 2017-2018 cycle.

CONCLUSION

Older age, female sex, Black race, increased BMI, higher white blood cell count, and self-reported poor health were independent predictors of elevated hs-CRP levels. Additional studies are needed to determine if behavioral modifications can lower hs-CRP and whether this translates to reduced risk for cardiovascular disease and other conditions associated with chronic inflammation.

摘要

目的

高敏C反应蛋白(hs-CRP)作为一种炎症标志物,与动脉粥样硬化相关,近期研究表明,针对炎症的治疗可降低心血管疾病风险。然而,普通人群中hs-CRP升高的预测因素尚未明确。

方法

在这项横断面研究中,利用2015 - 2016年国家健康与营养检查调查(NHANES)周期的数据,采用多变量逻辑回归分析来确定hs-CRP升高(≥3mg/L)的独立预测因素。该模型在独立的2017 - 2018年NHANES周期中进行验证。候选变量包括人口统计学、行为、饮食和临床因素。该研究纳入了2015 - 2016年队列中的5412名成年人以及2017 - 2018年队列中的5856名成年人。

结果

hs-CRP升高的显著独立预测因素包括:年龄较大(每十年OR值为1.09;95%CI为1.03 - 1.14;P = 0.024)、女性(OR值为1.57;95%CI为1.36 - 1.80;P = 0.003)、黑人与白人种族比较(OR值为1.31;95%CI为1.10 - 1.56;P = 0.037)、BMI增加(每kg/m²的OR值为1.12;95%CI为1.10 - 1.14;P < 0.001)、白细胞计数升高(每1000个白细胞/μL的OR值为1.21;95%CI为1.15 - 1.28;P = 0.002)以及自我报告健康状况差与健康状况良好比较(OR值为1.73;95%CI为1.04 - 2.22;P = 0.012)。该模型在2015 - 2016年周期中的c统计量为0.77,在2017 - 2018年周期中的c统计量为0.76,具有出色的区分能力。

结论

年龄较大、女性、黑人种族、BMI增加、白细胞计数较高以及自我报告健康状况差是hs-CRP水平升高的独立预测因素。需要进一步研究以确定行为改变是否能降低hs-CRP水平,以及这是否能转化为降低心血管疾病和其他与慢性炎症相关疾病的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f866/10978421/0a18e7d1b508/gr1.jpg

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