Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States.
Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States.
Thromb Res. 2018 Apr;164:9-14. doi: 10.1016/j.thromres.2018.02.003. Epub 2018 Feb 13.
Several biomarkers of inflammation and coagulation have been implicated in lower extremity atherosclerosis. We utilized an exploratory factor analysis (EFA) to identify distinct factors derived from circulating inflammatory and coagulation biomarkers then examined the associations of these factors with measures of lower extremity subclinical atherosclerosis, including the ankle-brachial index (ABI), common and superficial femoral intima-media thickness (IMT), and atherosclerotic plaque presence, burden, and characteristics.
The San Diego Population Study (SDPS) is a prospective, community-living, multi-ethnic cohort of 1103 men and women averaged age 70. Regression analysis was used to assess cross-sectional associations between the identified groupings of biomarkers (factors) and the ABI and femoral artery atherosclerosis measurements.
Two biomarker factors emerged from the factor analysis. Factor 1 consisting of C-reactive protein (CRP), interleukin (IL)-6, and fibrinogen was significantly associated with higher odds (OR = 1.99, p < 0.01) of a borderline ABI value (0.91-0.99), while Factor 2 containing D-dimer and pentraxin (PTX)-3 was significantly associated with higher common femoral artery (CFA) IMT (β = 0.23, p < 0.01) and lower ABI (β = -0.03, p < 0.01).
Two groupings of biomarkers were identified via EFA of seven circulating biomarkers of inflammation and coagulation. These distinct groups are differentially associated with markers of lower extremity subclinical atherosclerosis. Our findings suggest that high inflammatory and coagulation burden were better markers of more severe lower-extremity disease as indicated by low ABI rather than early atherosclerotic lesion development in the femoral artery.
多种炎症和凝血生物标志物与下肢动脉粥样硬化有关。我们利用探索性因子分析(EFA)来识别来自循环炎症和凝血生物标志物的不同因子,然后检查这些因子与下肢亚临床动脉粥样硬化测量值的关联,包括踝臂指数(ABI)、股总动脉和股浅动脉内膜中层厚度(IMT)以及动脉粥样硬化斑块的存在、负荷和特征。
圣地亚哥人群研究(SDPS)是一项前瞻性、社区居住、多民族队列研究,共纳入 1103 名平均年龄为 70 岁的男性和女性。回归分析用于评估鉴定出的生物标志物(因子)分组与 ABI 和股动脉动脉粥样硬化测量值之间的横断面关联。
因子分析得出两个生物标志物因子。因子 1 由 C 反应蛋白(CRP)、白细胞介素(IL)-6 和纤维蛋白原组成,与边界 ABI 值(0.91-0.99)的较高几率显著相关(OR=1.99,p<0.01),而包含 D-二聚体和五聚蛋白(PTX)-3 的因子 2 与股总动脉(CFA)IMT 较高(β=0.23,p<0.01)和 ABI 较低(β=-0.03,p<0.01)显著相关。
通过对七种炎症和凝血的循环生物标志物进行 EFA,确定了两个生物标志物分组。这两个不同的分组与下肢亚临床动脉粥样硬化的标志物有差异关联。我们的研究结果表明,高炎症和凝血负担是更严重下肢疾病的更好标志物,而不是股动脉早期动脉粥样硬化病变的发展,这可以通过较低的 ABI 来指示。