Chen Mingjing, Miao Guanhong, Roman Mary J, Devereux Richard B, Fabsitz Richard R, Zhang Ying, Umans Jason G, Cole Shelley A, Fiehn Oliver, Zhao Jinying
Department of Epidemiology, College of Public Health & Health Professions, University of Florida, Gainesville.
Division of Cardiology, Weill Cornell Medical College, New York, New York.
Prev Chronic Dis. 2025 May 8;22:E18. doi: 10.5888/pcd22.240220.
Peripheral artery disease (PAD) and dyslipidemia are both independent predictors of cardiovascular disease, but the association between individual lipid species and subclinical PAD, assessed by ankle-brachial index (ABI), is lacking in large-scale longitudinal studies.
We used liquid chromatography-mass spectrometry to repeatedly measure 1,542 lipid species from 1,886 American Indian adults attending 2 clinical examinations (mean ~5 years apart) in the Strong Heart Family Study. We used generalized estimating equation models to identify baseline lipid species associated with change in ABI and the Cox frailty regression to examine whether lipids associated with change in ABI were also associated with incident coronary heart disease (CHD). We also examined the longitudinal association between change in lipid species and change in ABI and the cross-sectional association of individual lipids with ABI. All models were adjusted for age, sex, body mass index, smoking, alcohol use, hypertension, estimated glomerular filtration rate, diabetes, and lipid-lowering medication.
Baseline levels of 120 lipid species, including glycerophospholipids, glycerolipids, fatty acids, and sphingomyelins, were associated with change in ABI. Among these, higher baseline levels of 3 known lipids (phosphatidylinositol[16:0/20:4], triacylglycerol[48:2], triacylglycerol[55:1]) were associated with a lower risk of CHD (hazard ratios [95% CIs] ranged from 0.67 [0.46-0.99] to 0.76 [0.58-0.99]), while cholesterol was associated with a higher risk of CHD (hazard ratio [95% CI] = 1.37 [1.00-1.87]). Longitudinal changes in 32 lipids were significantly associated with change in ABI during 5-year follow-up. Plasma levels of glycerophospholipids, triacylglycerols, and glycosylceramides were significantly associated with ABI in the cross-sectional analysis.
Altered plasma lipidome is significantly associated with subclinical PAD in American Indians beyond traditional risk factors. If validated, the identified lipid species may serve as novel biomarkers for PAD in this high-risk but understudied population.
外周动脉疾病(PAD)和血脂异常都是心血管疾病的独立预测因素,但在大规模纵向研究中,缺乏关于通过踝臂指数(ABI)评估的个体脂质种类与亚临床PAD之间的关联研究。
在强心脏家族研究中,我们使用液相色谱 - 质谱联用技术,对1886名参加两次临床检查(平均间隔约5年)的美国印第安成年人的1542种脂质种类进行了重复测量。我们使用广义估计方程模型来识别与ABI变化相关的基线脂质种类,并使用Cox脆弱回归分析来检验与ABI变化相关的脂质是否也与冠心病(CHD)的发生有关。我们还研究了脂质种类变化与ABI变化之间的纵向关联以及个体脂质与ABI之间的横断面关联。所有模型均针对年龄、性别、体重指数、吸烟、饮酒、高血压、估计肾小球滤过率、糖尿病和降脂药物进行了调整。
120种脂质种类的基线水平,包括甘油磷脂、甘油脂、脂肪酸和鞘磷脂,与ABI变化相关。其中,3种已知脂质(磷脂酰肌醇[16:0/20:4]、三酰甘油[48:2]、三酰甘油[55:1])的较高基线水平与较低的CHD风险相关(风险比[95%置信区间]范围从0.67[0.46 - 0.99]到0.76[0.58 - 0.99]),而胆固醇与较高的CHD风险相关(风险比[95%置信区间]=1.37[1.00 - 1.87])。在5年随访期间,32种脂质的纵向变化与ABI变化显著相关。在横断面分析中,甘油磷脂、三酰甘油和糖基神经酰胺的血浆水平与ABI显著相关。
在美国印第安人中,除传统危险因素外,血浆脂质组改变与亚临床PAD显著相关。如果得到验证,所识别的脂质种类可能成为这个高危但研究不足人群中PAD的新型生物标志物。