Wang Changfen, Liao Xuecheng, Chen Jiulin, Lan Ying, Wen Jun
Department of Cardiology, People's Hospital of Qianxinan Prefecture, Xingyi City, Guizhou Province, China.
Department of Critical Care Medicine, Affiliated Hospital of Chengdu University, Chengdu, Sichuan Province, China.
Lipids Health Dis. 2025 Mar 6;24(1):85. doi: 10.1186/s12944-025-02498-6.
Non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR), a new biomarker, reflects blood lipid status. Nevertheless, the association between NHHR and chronic cough remains uncertain.
This investigation included 9725 individuals from the NHANES. This research employed multiple statistical models to illustrate the association between NHHR and chronic cough. These models included logistic regression models, the Shapley Additive Explanations (SHAP) model, trend tests, mediation analysis, restricted cubic splines (RCS), and subgroup analyses.
The logistic regression model, adjusting all covariables, showed a positive association between NHHR with chronic cough (OR: 1.08; 95% CI: 1.02-1.14). Trend tests and RCS further proved that NHHR and chronic cough had a linear and positive association. The mediation analysis proved that systemic immune inflammation index (SII) and systemic inflammatory response index (SIRI) partially mediated the association between NHHR and chronic cough. The SHAP model suggested that the top five important markers for predicting chronic cough were SII, smoking, NHHR, BMI, and SIRI.
This investigation discovered that NHHR was positively associated with chronic cough. Regular NHHR monitoring may serve as a potential tool for identifying individuals at higher risk of chronic cough.
非高密度脂蛋白胆固醇与高密度脂蛋白胆固醇比值(NHHR)作为一种新的生物标志物,可反映血脂状况。然而,NHHR与慢性咳嗽之间的关联仍不明确。
本研究纳入了来自美国国家健康与营养检查调查(NHANES)的9725名个体。本研究采用多种统计模型来说明NHHR与慢性咳嗽之间的关联。这些模型包括逻辑回归模型、夏普利值加法解释(SHAP)模型、趋势检验、中介分析、限制性立方样条(RCS)和亚组分析。
在调整所有协变量的逻辑回归模型中,NHHR与慢性咳嗽呈正相关(比值比:1.08;95%置信区间:1.02 - 1.14)。趋势检验和RCS进一步证明NHHR与慢性咳嗽呈线性正相关。中介分析证明,全身免疫炎症指数(SII)和全身炎症反应指数(SIRI)部分介导了NHHR与慢性咳嗽之间的关联。SHAP模型表明,预测慢性咳嗽的前五个重要标志物是SII、吸烟、NHHR、体重指数(BMI)和SIRI。
本研究发现NHHR与慢性咳嗽呈正相关。定期监测NHHR可能成为识别慢性咳嗽高危个体的潜在工具。