Department of Public Health, Graduate School, Yonsei University, Seoul 03722, Korea.
Institute of Health Services Research, Yonsei University, Seoul 03722, Korea.
Int J Environ Res Public Health. 2020 Nov 9;17(21):8279. doi: 10.3390/ijerph17218279.
It remains unclear which anthropometric measure best predicts elevated high-sensitivity C-reactive protein (hs-CRP) levels. This study investigated the association and synergistic interaction of two obesity indices with elevated hs-CRP levels in a national sample of Korean adults, stratified by sex. The present cross-sectional study used data from the 2015-2018 Korea National Health and Nutrition Examination Survey of 18,610 subjects aged ≥20 years after excluding those with missing variables. Multiple logistic regression analyses and chi-squared tests were performed to investigate the association between body mass index (BMI) and waist circumference (WC) with elevated hs-CRP levels. Interaction analysis was used to examine the synergistic effect between BMI and WC on the risk of having elevated hs-CRP levels. Elevated hs-CRP levels exceeding 3 mg/L were present in 9.3% and 7.5% of men and women, respectively. The relationship between each obesity index and elevated hs-CRP levels was significant in women (high WC (odds ratio [OR] = 1.77, 95% confidence interval [CI] = 1.24-2.54), high BMI (OR = 2.08, 95% CI = 1.58-2.74)) but not in men (high WC (OR = 1.19, 95% CI = 0.86-1.64), high BMI (OR = 0.99, 95% CI = 0.77-1.29)). Furthermore, combined measures of the two obesity indices and interaction analysis results revealed a synergistic association in men (OR = 1.57, 95% CI = 1.33-1.85; relative excess risk due to interaction (RERI) = 0.39, 95% CI = -0.09-0.86), and women (OR = 3.70, 95% CI = 3.09-4.43; RERI = 0.85, 95% CI = -0.06-1.75). BMI and WC were significantly associated with a risk of elevated hs-CRP levels in women but not in men. Nevertheless, significant synergistic interactions were seen in combined measures of BMI and WC, regardless of sex. These findings emphasize the need to use both measures of adiposity concurrently in the assessment of obesity and when identifying cardiovascular risk.
目前尚不清楚哪种人体测量指标最能预测高敏 C 反应蛋白(hs-CRP)水平升高。本研究通过对韩国成年人全国样本进行分层,按性别调查了两种肥胖指数与 hs-CRP 水平升高的相关性和协同作用。本横断面研究使用了 2015-2018 年韩国国家健康和营养检查调查中 18610 名年龄≥20 岁的受试者的数据,排除了缺失变量的受试者。采用多变量逻辑回归分析和卡方检验,研究了体重指数(BMI)和腰围(WC)与 hs-CRP 水平升高之间的关系。采用交互分析检验 BMI 和 WC 对 hs-CRP 水平升高风险的协同作用。男性和女性分别有 9.3%和 7.5%的 hs-CRP 水平升高超过 3mg/L。在女性中,每个肥胖指数与 hs-CRP 水平升高均存在显著相关性(高 WC(比值比[OR] = 1.77,95%置信区间[CI] = 1.24-2.54),高 BMI(OR = 2.08,95% CI = 1.58-2.74)),但在男性中无显著相关性(高 WC(OR = 1.19,95% CI = 0.86-1.64),高 BMI(OR = 0.99,95% CI = 0.77-1.29))。此外,两个肥胖指数的联合指标和交互分析结果显示,男性中存在协同关联(OR = 1.57,95% CI = 1.33-1.85;交互归因超额危险度[RERI] = 0.39,95% CI = -0.09-0.86),女性中存在协同关联(OR = 3.70,95% CI = 3.09-4.43;RERI = 0.85,95% CI = -0.06-1.75)。BMI 和 WC 与女性 hs-CRP 水平升高风险显著相关,但与男性无关。然而,无论性别如何,BMI 和 WC 的联合指标均存在显著协同作用。这些发现强调了在评估肥胖和识别心血管风险时,需要同时使用两种肥胖指标。