Large-Scale Protein Assay Identifies Novel Protein Biomarkers Associated With Arterial Stiffness and Vascular Calcification Measures.

IF 3.1 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE
International Journal of Hypertension Pub Date : 2026-07-14 eCollection Date: 2026-01-01 DOI:10.1155/ijhy/9724102
Rain Katz, Ryan Cvejkus, Jiebiao Wang, Bharat Thyagarajan, Emma Barinas-Mitchell, John Jeffrey Carr, James G Terry, Sangeeta Nair, Winnie Wan-Yee Tang, Rachel G Miller, Iva Miljkovic, Joseph M Zmuda, Allison L Kuipers
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引用次数: 0

Abstract

Large-scale protein assays have the potential to identify novel biomarkers and improve prediction of cardiovascular disease (CVD) risk. The burden of atherosclerotic CVD and related risk factors is disproportionately high in Afro-Caribbean populations in whom novel risk prediction strategies may be warranted. Thus, we analyzed the association of early atherosclerosis markers with peripheral blood proteomic biomarkers quantified using the Olink Target 96 Cardiovascular III panel in 342 community-dwelling men from the Tobago Health Study. Atherosclerosis markers included pulse wave velocity (PWV), abdominal aortic calcification (AAC), and coronary artery calcification (CAC). Blood pressure, height, and weight were measured by trained clinic staff. Hypertension, dyslipidemia, and diabetes status were classified via clinical measures and the prescription of relevant medication. Statistical methods included differential expression analysis fully adjusted for assay batch, age, BMI, smoking, diabetes, dyslipidemia, and blood pressures. Men ranged from 53 to 89 years of age (mean ± SD = 63.3 ± 8.1 years). Average BMI was 27.7 ± 4.3 kg/m2, 79.2% had hypertension, average LDL cholesterol was 129.4 ± 37.7 mg/dL, 24.6% had diabetes, and 5.9% were current smokers. In fully adjusted models, 18 proteins were associated with PWV and 1 was associated with CAC. There were no significant associations with AAC. Thirteen of these significant associations (12 PWV and 1 CAC) were novel, having never been identified as associated with these atherosclerosis measures in any previous study. While these proteins are involved in physiological processes known to contribute to CVD, such as inflammation, the strongest effects were seen for previously unreported protein associations. Our work is the first large-scale protein assay performed in an Afro-Caribbean population and adds to existing evidence that indicates that protein biomarker signatures of CVD may differ by racial/ethnic group. Further research is needed to understand the role of protein biomarkers in the prediction and progression of CVD among this high-risk group.

大规模蛋白质测定确定与动脉僵硬和血管钙化措施相关的新型蛋白质生物标志物。
大规模蛋白质检测有可能识别新的生物标志物,并改善心血管疾病(CVD)风险的预测。在非裔加勒比人群中,动脉粥样硬化性心血管疾病和相关危险因素的负担不成比例地高,因此可能需要新的风险预测策略。因此,我们分析了早期动脉粥样硬化标志物与外周血蛋白质组学生物标志物的关联,使用Olink Target 96心血管III面板量化了来自多巴哥健康研究的342名社区居住男性。动脉粥样硬化标志物包括脉搏波速度(PWV)、腹主动脉钙化(AAC)和冠状动脉钙化(CAC)。由训练有素的诊所工作人员测量血压、身高和体重。通过临床措施及相关药物处方对高血压、血脂异常、糖尿病进行分类。统计方法包括差异表达分析,完全调整了检测批次、年龄、BMI、吸烟、糖尿病、血脂异常和血压。男性年龄53 ~ 89岁(平均±SD = 63.3±8.1岁)。平均BMI为27.7±4.3 kg/m2, 79.2%患有高血压,平均LDL胆固醇为129.4±37.7 mg/dL, 24.6%患有糖尿病,5.9%为吸烟者。在完全调整的模型中,18个蛋白与PWV相关,1个蛋白与CAC相关。与AAC无显著相关性。其中13个显著相关性(12个PWV和1个CAC)是新发现的,在以往的研究中从未发现与这些动脉粥样硬化指标相关。虽然这些蛋白质参与了已知的有助于心血管疾病的生理过程,如炎症,但在以前未报道的蛋白质关联中发现了最强的影响。我们的工作是在非裔加勒比人群中进行的第一次大规模蛋白质分析,并增加了现有证据,表明心血管疾病的蛋白质生物标志物特征可能因种族/民族而异。需要进一步的研究来了解蛋白质生物标志物在这一高危人群中CVD预测和进展中的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Hypertension
International Journal of Hypertension Medicine-Internal Medicine
CiteScore
4.00
自引率
5.30%
发文量
45
期刊介绍: International Journal of Hypertension is a peer-reviewed, Open Access journal that provides a forum for clinicians and basic scientists interested in blood pressure regulation and pathophysiology, as well as treatment and prevention of hypertension. The journal publishes original research articles, review articles, and clinical studies on the etiology and risk factors of hypertension, with a special focus on vascular biology, epidemiology, pediatric hypertension, and hypertensive nephropathy.
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