Department of Medical and Surgical Sciences (DIMEC), Alma Mater Studiorum-University of Bologna, Bologna, Italy.
Interdepartmental Centre - Alma Mater Research Institute on Global Challenges and Climate Change, University of Bologna, Bologna, Italy.
Front Endocrinol (Lausanne). 2024 Jul 23;15:1407396. doi: 10.3389/fendo.2024.1407396. eCollection 2024.
Carotid endarterectomy (CEA) for the prevention of upcoming vascular and cerebral events is necessary in patients with high-grade stenosis (≥70%). In the framework of the Italian National project Age.It, a pilot study was proposed aiming at the discovery of a molecular signature with predictive potential of carotid stenosis comparing 65+ asymptomatic and symptomatic inpatients.
A total of 42 inpatients have been enrolled, including 26 men and 16 women, with a mean age of 74 ± 6 years. Sixteen symptomatic and 26 asymptomatic inpatients with ≥70% carotid stenosis underwent CEA, according to the recommendations of the European Society for Vascular Surgery and the Society for Vascular Surgeons. Plaque biopsies and peripheral blood samples from the same individuals were obtained. Hematobiochemical analyses were conducted on all inpatients, and plasma cytokines/molecules, such as microRNAs (miRs), IL-6, sIL-6Ralpha, sgp130, myostatin (GDF8), follistatin, activin A, CXCL9, FGF21, and fibronectin, were measured using the ELISA standard technique. MiR profiles were obtained in the discovery phase including four symptomatic and four asymptomatic inpatients (both plasma and plaque samples), testing 734 miRs. MiRs emerging from the profiling comparison were validated through RT-qPCR analysis in the total cohort.
The two groups of inpatients differ in the expression levels of blood c-miRs-126-5p and -1271-5p (but not in their plaques), which are more expressed in symptomatic subjects. Three cytokines were significant between the two groups: IL-6, GDF8, and CXCL9. Using receiver operating characteristic (ROC) analysis with a machine learning-based approach, the most significant blood molecular signature encompasses albumin, C-reactive protein (CRP), the percentage of monocytes, and CXCL9, allowing for the distinction of the two groups (AUC = 0.83, 95% c.i. [0.85, 0.81], = 0.0028). The potential of the molecular signature will be tested in a second cohort of monitored patients, allowing the application of a predictive model and the final evaluation of cost/benefit for an assessable screening test.
颈动脉内膜切除术(CEA)对于预防即将发生的血管和脑事件是必要的,适用于高分级狭窄(≥70%)的患者。在意大利国家项目 Age.It 的框架内,提出了一项试点研究,旨在通过比较 65 岁以上无症状和有症状的住院患者,发现具有颈动脉狭窄预测潜力的分子特征。
共纳入 42 名住院患者,包括 26 名男性和 16 名女性,平均年龄为 74 ± 6 岁。根据欧洲血管外科学会和血管外科学会的建议,16 名有症状和 26 名无症状的住院患者接受了 CEA,这些患者的颈动脉狭窄程度均≥70%。从同一患者中获取斑块活检和外周血样本。对所有住院患者进行血液生化学分析,并使用 ELISA 标准技术测量血浆细胞因子/分子,如 microRNAs (miRs)、IL-6、sIL-6Ralpha、sgp130、肌抑素(GDF8)、卵泡抑素、激活素 A、CXCL9、FGF21 和纤维连接蛋白。在包括 4 名有症状和 4 名无症状患者的发现阶段(均有血浆和斑块样本)中获得 miR 图谱,测试了 734 个 miR。从分析比较中出现的 miR 通过总队列的 RT-qPCR 分析进行验证。
两组住院患者的血液 c-miRs-126-5p 和 -1271-5p 的表达水平不同(但其斑块中无差异),有症状患者的表达水平更高。两组之间有 3 种细胞因子显著不同:IL-6、GDF8 和 CXCL9。使用基于机器学习的接收器工作特征(ROC)分析,最显著的血液分子特征包括白蛋白、C 反应蛋白(CRP)、单核细胞百分比和 CXCL9,可区分两组(AUC = 0.83,95%置信区间 [0.85,0.81], = 0.0028)。该分子特征的潜力将在第二组监测患者中进行测试,允许应用预测模型并最终评估可评估筛查试验的成本/效益。