Xue Kun, Sun Meijun, Zong Chao, Xing Shanshan, Xue Hang
Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, No. 16369, Jingshi Road, Lixia District, Jinan, 250002, Shandong, China.
LinglongYingcheng Hospital, Yantai, 264000, China.
Diabetol Metab Syndr. 2025 Apr 10;17(1):125. doi: 10.1186/s13098-025-01690-z.
Chronic low-grade inflammation and dyslipidemia are central to the development of insulin resistance (IR) and type 2 diabetes (T2D). The ratio of high-sensitivity C-reactive protein (hs-CRP) to high-density lipoprotein cholesterol (HDL-C) integrates these factors, potentially serving as a novel biomarker for metabolic risk. However, the combined impact of these markers on the risks of IR and T2D has not been thoroughly examined. This study aims to elucidate the relationship between the hs-CRP/HDL-C ratio and the risks of IR and T2D.
The cross-sectional methodology of this investigation is underpinned by data procured from the National Health and Nutrition Examination Survey (NHANES), encompassing a sample of 4,928 individuals from 2015 to 2018. The outcome variables were IR and T2D, as defined by the 2013 guidelines of the American Diabetes Association. To thoroughly investigate the association, a variety of analytical techniques were employed. These included weighted multivariate linear regression, weighted multivariate logistic regression, and restricted cubic spline (RCS) models to capture potential nonlinear associations between the hs-CRP/HDL-C ratio and outcomes. Subgroup analyses were also conducted.
After controlling for multiple potential confounders, the ratio correlates with an escalated likelihood of of IR (OR = 2.46, 95% CI: 1.78, 3.40) and T2D (OR = 2.45, 95% CI: 1.48, 4.05). An inverted U-shaped, nonlinear relationship was identified between the ratio and IR, while a nonlinear association was also observed for T2D. However, the non-linear correlation between this ratio and T2D is more pronounced in individuals with hypertension, female, and non-drinkers.
The hs-CRP/HDL-C ratio exhibits a postive correlation with IR and T2D. These findings suggest that hs-CRP/HDL-C ratio has the potential to be used as biomarker for assessing IR and T2D risk in clinical settings. These results highlight the significance of keeping the hs-CRP/HDL-C ratio within optimal ranges to promote metabolic health, particularly among high-risk groups.
慢性低度炎症和血脂异常是胰岛素抵抗(IR)和2型糖尿病(T2D)发展的核心因素。高敏C反应蛋白(hs-CRP)与高密度脂蛋白胆固醇(HDL-C)的比值整合了这些因素,有可能作为一种新的代谢风险生物标志物。然而,这些标志物对IR和T2D风险的综合影响尚未得到充分研究。本研究旨在阐明hs-CRP/HDL-C比值与IR和T2D风险之间的关系。
本调查采用横断面研究方法,数据来源于美国国家健康与营养检查调查(NHANES),涵盖了2015年至2018年的4928名个体。结局变量为IR和T2D,按照美国糖尿病协会2013年指南进行定义。为了全面研究这种关联,采用了多种分析技术。这些技术包括加权多元线性回归、加权多元逻辑回归和受限立方样条(RCS)模型,以捕捉hs-CRP/HDL-C比值与结局之间潜在的非线性关联。还进行了亚组分析。
在控制了多个潜在混杂因素后,该比值与IR(OR = 2.46,95%CI:1.78,3.40)和T2D(OR = 2.45,95%CI:1.48,4.05)风险增加相关。该比值与IR之间存在倒U形非线性关系,T2D也观察到非线性关联。然而,在高血压患者、女性和不饮酒者中,该比值与T2D之间的非线性相关性更为明显。
hs-CRP/HDL-C比值与IR和T2D呈正相关。这些发现表明,hs-CRP/HDL-C比值有可能在临床环境中用作评估IR和T2D风险的生物标志物。这些结果强调了将hs-CRP/HDL-C比值保持在最佳范围内以促进代谢健康的重要性,特别是在高危人群中。