Li Ben, Khalil Adam M, Abuhalimeh Lina, Shaikh Farah, Younes Houssam, Abuhalimeh Batool, Zamzam Abdelrahman, Abdin Rawand, Qadura Mohammad
Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada.
Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada.
J Clin Med. 2025 Jun 6;14(12):4031. doi: 10.3390/jcm14124031.
Major adverse cardiovascular events (MACE) are the primary cause of mortality among individuals with peripheral artery disease (PAD). Despite this, there is limited research on biomarkers that can predict MACE risk in this population. Proteins involved in angiogenesis are integral to both systemic circulation and the development of atherosclerosis, indicating their potential as prognostic markers. This study aimed to identify angiogenesis-related proteins associated with MACE risk in PAD patients. We conducted a prospective cohort study involving 250 patients diagnosed with PAD. At baseline, plasma levels of 17 angiogenesis-related proteins were measured. Participants were followed for two years, with the primary outcome being the incidence of MACE-a composite of stroke, myocardial infarction, or death. Protein concentrations were compared between those who experienced 2-year MACE and those who did not using the Mann-Whitney U test. Proteins showing significant differences were further analyzed using Cox proportional hazards modeling to assess their independent associations with MACE, adjusting for baseline demographic and clinical variables, including prior coronary and cerebrovascular disease. Kaplan-Meier survival analysis was also employed to compare MACE-free survival based on protein concentration levels. The average age of participants was 69 years (SD 9), with 32% ( = 80) being female. Over the two-year follow-up, 48 patients (19.8%) experienced MACE. Among the proteins assessed, only hepatocyte growth factor (HGF) and angiopoietin-2 were significantly elevated in patients who developed MACE (HGF: 390.83 [SD 319.16] vs. 300.55 [SD 177.53] pg/mL, < 0.001; angiopoietin-2: 23.67 [SD 17.60] vs. 19.36 [SD 12.06] pg/mL, = 0.020). Multivariable Cox analysis confirmed that elevated levels of both HGF (adjusted HR 1.37; 95% CI 1.14-1.64; = 0.001) and angiopoietin-2 (adjusted HR 1.27; 95% CI 1.04-1.55; = 0.016) were independently associated with increased 2-year MACE risk. Kaplan-Meier curves demonstrated significantly reduced MACE-free survival in patients with higher levels of HGF and angiopoietin-2. HGF and angiopoietin-2 emerged as significant, independent predictors of 2-year MACE in patients with PAD. Measuring plasma levels of these proteins may enhance risk stratification, guiding referrals to appropriate cardiovascular specialists and informing the intensity of medical management. This biomarker-based precision medicine approach holds potential for improving cardiovascular outcomes in the PAD population.
主要不良心血管事件(MACE)是外周动脉疾病(PAD)患者死亡的主要原因。尽管如此,关于能够预测该人群MACE风险的生物标志物的研究仍然有限。参与血管生成的蛋白质对于全身循环和动脉粥样硬化的发展都至关重要,这表明它们具有作为预后标志物的潜力。本研究旨在确定与PAD患者MACE风险相关的血管生成相关蛋白质。我们进行了一项前瞻性队列研究,纳入了250例被诊断为PAD的患者。在基线时,测量了17种血管生成相关蛋白质的血浆水平。对参与者进行了两年的随访,主要结局是MACE的发生率,MACE是中风、心肌梗死或死亡的综合指标。使用Mann-Whitney U检验比较了发生2年MACE的患者和未发生MACE的患者之间的蛋白质浓度。对显示出显著差异的蛋白质进一步使用Cox比例风险模型进行分析,以评估它们与MACE的独立关联,并对基线人口统计学和临床变量进行调整,包括既往冠心病和脑血管疾病。还采用Kaplan-Meier生存分析根据蛋白质浓度水平比较无MACE生存情况。参与者的平均年龄为69岁(标准差9),女性占32%(n = 80)。在两年的随访中,48例患者(19.8%)发生了MACE。在所评估的蛋白质中,但肝细胞生长因子(HGF)和血管生成素-2在发生MACE的患者中显著升高(HGF:390.83[标准差319.16] vs. 300.55[标准差177.53] pg/mL,P < 0.001;血管生成素-2:23.67[标准差17.60] vs. 19.36[标准差12.06] pg/mL,P = 0.020)。多变量Cox分析证实,HGF(调整后HR 1.37;95%CI 1.14 - 1.64;P = 0.001)和血管生成素-2(调整后HR 1.27;95%CI 1.04 - 1.55;P = 0.016)水平升高均与2年MACE风险增加独立相关。Kaplan-Meier曲线显示,HGF和血管生成素-2水平较高的患者无MACE生存期显著缩短。HGF和血管生成素-2成为PAD患者2年MACE的显著独立预测因子。测量这些蛋白质的血浆水平可能会加强风险分层,指导转诊至合适的心血管专科医生,并为医疗管理的强度提供依据。这种基于生物标志物的精准医学方法有望改善PAD人群的心血管结局。