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Correlation Between Oral Bacteria and Atherosclerotic Thrombotic Disease: Advances in Animal Model Studies. 口腔细菌与动脉粥样硬化性血栓性疾病的相关性:动物模型研究进展
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-30 DOI: 10.1007/s11883-025-01340-9
Yanan Li, Jun Yang, Yiwen He, Xinkang Zheng, Dingxin Cao, Shengzhong Duan, Yadong Chen, Yan Tu

Purpose of review: This review summarizes the current applications of animal models in studying oral bacteria and atherosclerotic thrombotic disease (ATD), providing a reference for future research.

Recent findings: ATD is characterized by plaque formation, rupture, and thrombus aggregation, leading to vascular lumen occlusion or stenosis. It is a major contributor to cardiovascular events, linked to risk factors such as hypertension and hyperlipidemia. Recent studies have focused on the relationship between oral bacteria and ATD, suggesting that oral bacteria and their metabolites contribute to ATD through inflammatory responses, endothelial dysfunction, procoagulant effects, and metabolic changes. Although the correlation between oral bacteria and ATD is established, the underlying molecular mechanisms and signaling pathways remain unclear. Animal models are essential for investigating these mechanisms and replicating pathological processes. However, the lack of standardized methodologies introduces bias. This review provides a comparative analysis of the advantages and limitations associated with animal models of atherosclerosis, arterial thrombosis, combined atherosclerosis and thrombosis, as well as models incorporating oral bacteria in atherosclerotic thrombotic disease. It systematically summarizes animal models of atherosclerotic thrombosis and proposes that, when investigating the interaction between oral bacteria and ATD, both the atherosclerotic thrombosis model and oral bacteria introduction methods may be cross-utilized, depending on specific research requirements. This study proposes a more suitable model: combining a periodontitis model with an atherosclerotic plaque model and using P53 adenovirus to induce controlled plaque rupture.

综述目的:本文综述了动物模型在口腔细菌与动脉粥样硬化性血栓性疾病(ATD)研究中的应用现状,为今后的研究提供参考。最近发现:ATD的特征是斑块形成、破裂和血栓聚集,导致血管腔闭塞或狭窄。它是心血管事件的主要诱因,与高血压和高脂血症等危险因素有关。最近的研究主要集中在口腔细菌与ATD之间的关系,认为口腔细菌及其代谢物通过炎症反应、内皮功能障碍、促凝作用和代谢变化参与ATD。虽然口腔细菌与ATD之间的相关性已经确立,但其潜在的分子机制和信号通路仍不清楚。动物模型对于研究这些机制和复制病理过程是必不可少的。然而,缺乏标准化的方法会带来偏见。本文综述了动脉粥样硬化、动脉血栓形成、合并动脉粥样硬化和血栓形成动物模型以及合并口腔细菌的动脉粥样硬化性血栓形成疾病动物模型的优点和局限性。系统总结了动脉粥样硬化血栓形成的动物模型,并提出在研究口腔细菌与ATD的相互作用时,可根据具体研究需要,将动脉粥样硬化血栓形成模型与口腔细菌引入方法交叉利用。本研究提出了一个更合适的模型:将牙周炎模型与动脉粥样硬化斑块模型相结合,利用P53腺病毒诱导斑块可控破裂。
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引用次数: 0
Effects of Pioglitazone On Lipoprotein(a): A Meta-analysis. 吡格列酮对脂蛋白的影响(a): meta分析。
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-26 DOI: 10.1007/s11883-025-01346-3
Tannaz Jamialahmadi, Elaheh Mirhadi, Željko Reiner, Kasim Sakran Abass, Wael Almahmeed, Salim S Virani, Amirhossein Sahebkar

Purpose of review: To evaluate the effect of pioglitazone, a member of the thiazolidinedione family of drugs known for its antihyperglycemic properties, on lipoprotein (a) [Lp(a)]. Pioglitazone is recognized for enhancing insulin sensitivity and β-cell function, and it also has a positive influence on the overall lipid profile.

Recent findings: Meta-analysis of 7 studies (4 RCTs and three non-RCTs) including 254 patients showed a significant decrease of circulating Lp(a) levels after treatment with pioglitazone (SMD: -0.373, 95% CI: -0.642, -0.104, p = 0.007). The reduction in circulating Lp(a) was robust in the leave-one-out sensitivity analysis. The presented results were obtained following a comprehensive literature search conducted in PubMed, Scopus, Embase, and Web of Science, covering studies from their inception up to March 1, 2025. Pioglitazone significantly decreases circulating Lp(a) concentrations. This decrease might have a beneficial effect on atherosclerotic cardiovascular disease (ASCVD) in high-risk patients.

综述的目的:评价吡格列酮对脂蛋白(a)的影响,吡格列酮是噻唑烷二酮家族的一员,以其降糖特性而闻名。吡格列酮被认为可以增强胰岛素敏感性和β细胞功能,并对整体脂质谱有积极影响。近期发现:包括254例患者在内的7项研究(4项随机对照试验和3项非随机对照试验)的荟萃分析显示,吡格列酮治疗后循环Lp(a)水平显著降低(SMD: -0.373, 95% CI: -0.642, -0.104, p = 0.007)。在留一敏感性分析中,循环Lp(a)的降低是稳健的。在PubMed, Scopus, Embase和Web of Science中进行了全面的文献检索后获得了所呈现的结果,涵盖了从成立到2025年3月1日的研究。吡格列酮显著降低循环Lp(a)浓度。这种降低可能对高危患者的动脉粥样硬化性心血管疾病(ASCVD)有有益的影响。
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引用次数: 0
Dietary Management of Atherogenic Dyslipidemia. 动脉粥样硬化性血脂异常的饮食管理。
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-15 DOI: 10.1007/s11883-025-01335-6
Shieon Kim, Min-Jeong Shin, Ronald M Krauss

Purpose of review: This paper reviews the effects of major macronutrients and specific dietary interventions on atherogenic dyslipidemia, a common trait characterized by increased concentrations of triglyceride-rich and small, dense LDL particles, and reduced HDL-cholesterol.

Recent findings: Studies have shown that reducing carbohydrate intake is the most effective dietary approach for managing atherogenic dyslipidemia, particularly in individuals with excess adiposity and/or metabolic syndrome. Plant protein sources can also be beneficial, possibly due to their content of phytochemicals. Whereas dietary guidelines emphasize limiting intake of saturated fat for reducing cardiovascular risk by lowering concentrations of LDL cholesterol, this has not been shown to have an impact on atherogenic dyslipidemia. Attenuation or reversal of atherogenic dyslipidemia can be achieved by adopting a dietary pattern that emphasizes moderating carbohydrate intake, in particular processed grains and added sugars, rather than by focusing primarily on limiting saturated fat and its effects on LDL-cholesterol.

综述目的:本文综述了主要常量营养素和特定饮食干预对动脉粥样硬化性血脂异常的影响。血脂异常是一种常见的特征,其特征是富甘油三酯和小而致密的LDL颗粒浓度增加,高密度脂蛋白胆固醇降低。最近的发现:研究表明,减少碳水化合物的摄入是控制动脉粥样硬化性血脂异常最有效的饮食方法,特别是对于过度肥胖和/或代谢综合征的个体。植物蛋白来源也可能是有益的,可能是因为它们含有植物化学物质。尽管饮食指南强调通过降低低密度脂蛋白胆固醇的浓度来限制饱和脂肪的摄入以降低心血管风险,但尚未显示这对动脉粥样硬化性血脂异常有影响。动脉粥样硬化性血脂异常的减弱或逆转可以通过采用一种强调适度碳水化合物摄入的饮食模式来实现,特别是加工谷物和添加糖,而不是主要关注限制饱和脂肪及其对低密度脂蛋白胆固醇的影响。
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引用次数: 0
Unveiling the Sex-Based Divide: Exploring Sex Differences in Peripheral Artery Disease. 揭示性别差异:探索外周动脉疾病的性别差异。
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-15 DOI: 10.1007/s11883-025-01330-x
Fouzul Kansul, Alexander B Crichton, Enikő Pomozi, Trisha L Roy

Purpose of review: Peripheral artery disease (PAD) is a leading cause of cardiovascular morbidity and mortality. Despite its growing clinical burden, the disease remains relatively understudied and underdiagnosed relative to other cardiovascular diseases, especially in female patients. While PAD prevalence is similar in males and females, sex-based disparities have been noted in the presentation, diagnosis rates, treatment methods, and clinical outcomes of PAD patients. This article serves to provide an overview of existing knowledge on sex-based differences in the epidemiology, pathophysiology, clinical presentation, management, and patient outcomes of PAD.

Recent findings: Female patients with PAD remain underdiagnosed and undertreated, with females receiving lower referral rates to supervised exercise therapy and guideline-directed medical therapy despite observing similar benefits from treatment as males. Surgical interventions also see conflicting outcomes in male and female patients, with females now seeing improved outcomes despite prior studies indicating worsened quality of life. Cardiovascular risk factors such as history of smoking, chronic kidney disease, and diabetes also place females at heightened risk of PAD compared to male patients. There are also physiological disparities observed that affect the presentation and diagnosis rates of PAD, with female patients seeing increased platelet reactivity and aggregation yet receiving later diagnoses at more severe stages due to postmenopausal effects. In addition, female patients remain underrecruited in clinical research studies for cardiovascular disease, highlighting a need for further research focused on female patients and sex disparities in PAD. This article identifies key disparities between male and female patients with PAD, with inequities noted in the epidemiology, pathophysiology, risk factors, clinical presentation, and treatment approaches and outcomes. Further research is warranted to better understand sex-based differences in PAD and better inform patient treatment decisions.

综述目的:外周动脉疾病(PAD)是心血管疾病发病率和死亡率的主要原因。尽管该病的临床负担越来越重,但相对于其他心血管疾病,尤其是女性患者,对该病的研究和诊断仍相对不足。虽然男性和女性的PAD患病率相似,但在PAD患者的表现、诊断率、治疗方法和临床结果方面存在性别差异。这篇文章提供了现有知识的概述,以性别为基础的流行病学,病理生理学,临床表现,管理和患者预后的差异。最近的研究发现:女性PAD患者仍未得到充分诊断和治疗,尽管观察到与男性治疗相似的益处,但女性接受监督运动治疗和指导药物治疗的转诊率较低。手术干预在男性和女性患者中也看到了相互矛盾的结果,尽管先前的研究表明生活质量恶化,但女性现在看到了改善的结果。与男性患者相比,吸烟史、慢性肾脏疾病和糖尿病等心血管危险因素也使女性患PAD的风险增加。此外,观察到的生理差异也会影响PAD的表现和诊断率,女性患者的血小板反应性和聚集性增加,但由于绝经后的影响,在更严重的阶段得到更晚的诊断。此外,女性患者在心血管疾病的临床研究中仍然招募不足,这表明需要进一步研究女性患者和PAD的性别差异。本文确定了男性和女性PAD患者之间的主要差异,包括流行病学、病理生理学、危险因素、临床表现、治疗方法和结果等方面的不平等。为了更好地了解PAD的性别差异,更好地为患者的治疗决策提供信息,进一步的研究是有必要的。
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引用次数: 0
Tackling the Cardio-Kidney-Metabolic Burden in Cancer. 解决癌症的心脏-肾脏-代谢负担。
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-15 DOI: 10.1007/s11883-025-01336-5
Tarek Nahle, Viraj Shah, Harikrishnan Hyma Kunhiraman, Omar M Makram, Ola Ahmed, Sandeep Yerraguntla, Gaurav Gopu, Jenny Vy, Shivam Singh, Tanvi Borse, Kevin Kalinsky, Anita Deswal, Diego Sadler, Vipul Chitalia, Neal L Weintraub, Avirup Guha

Purpose of the review: This review aims to examine the clinical relevance of cardio-kidney-metabolic syndrome (CKMS) in oncology, highlighting its role as both a preexisting comorbidity and a consequence of cancer treatment. It aims to integrating CKMS staging into personalized cancer care.

Recent findings: CKMS is a progressive syndrome marked by dysfunction across cardiovascular, renal, and metabolic systems. Cancer therapies-particularly hormonal agents, immune checkpoint inhibitors, and chemotherapeutics-can accelerate or reveal underlying CKMS through inflammatory and metabolic pathways. Early risk stratification based on CKMS stage enables more effective monitoring, referral, and therapeutic strategies. A stage-based, multidisciplinary approach tailored to cancer type and comorbidity burden is essential for optimizing outcomes. With rising multimorbidity among cancer patients, recognizing and addressing CKMS is increasingly critical. Routine CKMS assessment in oncology offers a pathway for earlier intervention and potentially altering its course. A comprehensive, individualized care model based on CKS stage is necessary to mitigate CKMS-related complications and deliver high-quality, integrated cancer care.

综述目的:本综述旨在探讨心肾代谢综合征(CKMS)在肿瘤学中的临床相关性,强调其作为既存在的合并症和癌症治疗的结果的作用。它旨在将CKMS分期纳入个性化的癌症治疗。最近发现:CKMS是一种进行性综合征,以心血管、肾脏和代谢系统功能障碍为特征。癌症治疗——尤其是激素制剂、免疫检查点抑制剂和化疗——可以通过炎症和代谢途径加速或揭示潜在的CKMS。基于CKMS分期的早期风险分层可以实现更有效的监测、转诊和治疗策略。针对癌症类型和合并症负担量身定制的基于阶段的多学科方法对于优化结果至关重要。随着癌症患者多发病的增加,认识和解决CKMS变得越来越重要。肿瘤常规CKMS评估为早期干预和潜在改变其进程提供了途径。基于ckms分期的综合个性化护理模式对于减轻ckms相关并发症和提供高质量的综合癌症治疗是必要的。
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引用次数: 0
Novel Strategies to Conquer Residual Adiposity Risk in Cardiovascular Disease. 克服心血管疾病残余肥胖风险的新策略
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-10 DOI: 10.1007/s11883-025-01331-w
Jerrin Philip, Aayush Shah, Eleonora Avenatti

Purpose of review: Despite major advances in the treatment and prevention of atherosclerotic cardiovascular disease (ASCVD), a substantial burden of residual risk remains Obesity has been redefined as a primary and independent drivers of cardiovascular morbidity and mortality warranting focused attention.

Recent findings: Obesity is now recognized as a chronic disease and a central contributor to residual cardiovascular risk through mechanisms including systemic inflammation, insulin resistance, dyslipidemia, and endothelial dysfunction. This review addresses the limitations of conventional obesity management and highlights emerging pharmacological therapies targeting the underlying adiposopathy. Additionally, we examine the impact of stigma and biases as well as social determinants of health on obesity management and explore novel application of imaging, biomarkers and technology to risk stratification tools and innovative care models . Addressing obesity as a modifiable and high-impact disease is essential to advancing ASCVD prevention and treatment.

综述目的:尽管在动脉粥样硬化性心血管疾病(ASCVD)的治疗和预防方面取得了重大进展,但仍然存在大量残留风险,肥胖已被重新定义为心血管发病率和死亡率的主要和独立驱动因素,值得关注。最近的研究发现:肥胖现在被认为是一种慢性疾病,并且是通过系统性炎症、胰岛素抵抗、血脂异常和内皮功能障碍等机制导致心血管剩余风险的主要因素。本文综述了传统肥胖管理的局限性,并强调了针对潜在脂肪病的新兴药物治疗方法。此外,我们还研究了耻辱感和偏见以及健康的社会决定因素对肥胖管理的影响,并探索了成像、生物标志物和技术在风险分层工具和创新护理模式中的新应用。将肥胖视为一种可改变的高影响疾病对于推进ASCVD的预防和治疗至关重要。
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引用次数: 0
From Gut Inflammation to Cardiovascular Conflagration: Mapping IBD's Cardiometabolic Risks. 从肠道炎症到心血管燃烧:绘制IBD的心脏代谢风险
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-10 DOI: 10.1007/s11883-025-01329-4
Oscar Noble, Dayoung Jeon, Megan Lewis, Christopher Fan, Khurram Nasir, Bincy P Abraham

Purpose of review: This review aims to characterize the known cardiovascular (CV) manifestations associated with inflammatory bowel disease (IBD) and the underlying mechanisms driving these associations.

Recent findings: Gut dysbiosis, a hallmark of patients with IBD, can result in both local and systemic inflammation, thereby potentially increasing the risk of cardiovascular disease (CVD) in the IBD population. Micronutrient deficiencies, anemia, and sarcopenia independently increase the risk of CVD and are frequent comorbidities of patients with IBD. IBD is a chronic inflammatory condition with significant and underrecognized cardiovascular complications. Patients with IBD frequently develop coronary artery disease (CAD) in the absence of traditional risk factors such as obesity and smoking and experience an earlier onset of CVD compared to the general population. Moreover, IBD has been associated with increased risks of arrhythmia, myocarditis, pericarditis, heart failure, and venous thromboembolism. Nontraditional risk factors related to IBD, including disease activity, prolonged disease duration, and cardiovascular risks associated with certain IBD medications, significantly contribute to the increased risk of CVD. While additional prospective research is required to fully elucidate the mechanisms driving CVD in IBD patients, current evidence suggests that minimizing disease activity, optimizing nutritional status, addressing gut dysbiosis, and mitigating the traditional risk factors could significantly reduce the burden of CVD in the IBD population. As our understanding of the link between IBD and cardiovascular disease grows, healthcare providers must closely monitor cardiovascular health and risk factors in patients with IBD, particularly during flares, active disease, and hospitalizations.

综述目的:本综述旨在描述与炎症性肠病(IBD)相关的已知心血管(CV)表现及其驱动这些关联的潜在机制。最近的研究发现:肠道生态失调是IBD患者的一个标志,可导致局部和全身炎症,从而潜在地增加IBD人群心血管疾病(CVD)的风险。微量营养素缺乏、贫血和肌肉减少症单独增加CVD的风险,是IBD患者常见的合并症。IBD是一种慢性炎症性疾病,有明显的心血管并发症,但未得到充分认识。IBD患者在没有传统危险因素(如肥胖和吸烟)的情况下经常发展为冠状动脉疾病(CAD),并且与一般人群相比,他们的CVD发病时间更早。此外,IBD与心律失常、心肌炎、心包炎、心力衰竭和静脉血栓栓塞的风险增加有关。与IBD相关的非传统危险因素,包括疾病活动性、疾病持续时间延长以及与某些IBD药物相关的心血管风险,显著增加了CVD的风险。虽然需要进一步的前瞻性研究来充分阐明IBD患者CVD的驱动机制,但目前的证据表明,尽量减少疾病活动,优化营养状况,解决肠道生态失调,减轻传统的危险因素,可以显著降低IBD人群CVD的负担。随着我们对IBD和心血管疾病之间联系的认识不断加深,医疗保健提供者必须密切监测IBD患者的心血管健康和危险因素,特别是在发作、活动性疾病和住院期间。
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引用次数: 0
Cardiovascular Risk Prediction in Older Adults. 老年人心血管疾病风险预测。
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-09 DOI: 10.1007/s11883-025-01339-2
Lisandro D Colantonio, Vera Bittner

Purpose of review: This review examines cardiovascular disease (CVD) risk prediction models relevant to older adults, a rapidly expanding population with elevated CVD risk. It discusses model characteristics, performance metrics, and clinical implications.

Recent findings: Some models have been developed specifically for older adults, while several others consider a broader age range, including some older individuals. These models vary in terms of predictors, outcomes, horizon, and statistical approaches, with some accounting for competing risks and considering age-predictor interactions. Discrimination is generally acceptable and more modest in older versus younger individuals. Calibration shows great variation across populations. Accurate CVD risk prediction is essential to guide individualized prevention strategies and support shared decision-making in older adults. CVD risk prediction in this population is challenged by age-related CVD risk heterogeneity, elevated competing risk due to non-CVD mortality, and comorbidities. Further refinement by incorporating geriatric-specific factors may help to enhance discrimination.

综述目的:本综述探讨了与老年人相关的心血管疾病(CVD)风险预测模型,老年人是一个快速扩大的心血管疾病风险升高的人群。它讨论了模型的特点、性能指标和临床意义。最近的发现:一些模型是专门为老年人开发的,而其他一些模型考虑的年龄范围更广,包括一些老年人。这些模型在预测因素、结果、视界和统计方法方面各不相同,并考虑了一些竞争风险和年龄预测因素的相互作用。歧视通常是可以接受的,而且对老年人和年轻人的歧视更为温和。校准显示不同种群之间存在很大差异。准确的心血管疾病风险预测对于指导老年人的个体化预防策略和支持共同决策至关重要。这一人群的心血管疾病风险预测受到年龄相关的心血管疾病风险异质性、非心血管疾病死亡率导致的竞争风险升高和合并症的挑战。进一步细化纳入老年特定因素可能有助于加强歧视。
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引用次数: 0
The Bidirectionality of Psychosocial Stress and Cardiovascular Disease Risk in Women; Recognition and Strategies for Management. 女性心理社会压力与心血管疾病风险的双向性研究管理认知与策略“,”
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-04 DOI: 10.1007/s11883-025-01338-3
Zoya Gomes, Heather Tulloch, Karen Bouchard, Sharon L Mulvagh

Purpose of review: This review describes and summarizes the relationships between psychosocial stress and cardiovascular disease risk in women and offers strategies and recommendations to improve health outcomes.

Recent findings: Psychosocial stress plays a pivotal role in the cardiovascular health of women, acting both as a precipitant and an outcome of CVD. As a precipitant, chronic stressors such as caregiving responsibilities, socioeconomic adversity, intimate partner violence, and gendered barriers to healthcare can exacerbate stress-related CVD risk factors which in turn predispose to upregulation of inflammatory factors. Mental health conditions (anxiety, depression, and post-traumatic stress disorder) are more prevalent in women and further contribute to cardiovascular risk through sex-specific mechanisms mediated by dysregulation of the hypothalamic-pituitary-adrenal axis and associated autonomic nervous system dysfunction. Conversely, women with CVD may experience psychosocial stress, with higher levels of anxiety, depression, and fear of recurrence, which negatively affects recovery and long-term health outcomes. Psychosocial stress plays a pivotal role in the cardiovascular health of women, acting both as a precipitant and an outcome of CVD. This bidirectional relationship highlights the need for integrated, sex- and gender-based approaches to cardiovascular care that address both physical and psychosocial stressors, improving outcomes and quality of life for women at risk or living with CVD.

综述目的:本综述描述和总结了女性心理社会压力与心血管疾病风险之间的关系,并提出了改善健康结果的策略和建议。最近的研究发现:心理社会压力在女性心血管健康中起着关键作用,既是心血管疾病的诱因,也是心血管疾病的结果。慢性压力源如照顾责任、社会经济逆境、亲密伴侣暴力和医疗保健的性别障碍等,可加剧与压力相关的心血管疾病风险因素,进而易导致炎症因子的上调。心理健康状况(焦虑、抑郁和创伤后应激障碍)在女性中更为普遍,并通过下丘脑-垂体-肾上腺轴的失调和相关的自主神经系统功能障碍介导的性别特异性机制进一步增加心血管风险。相反,患有心血管疾病的妇女可能会经历心理社会压力,焦虑、抑郁程度更高,害怕复发,这对康复和长期健康结果产生负面影响。心理社会压力在女性心血管健康中起着关键作用,既是心血管疾病的诱因,也是心血管疾病的结果。这种双向关系强调需要采用综合的、基于性别和基于性别的心血管护理方法,解决身体和社会心理压力源,改善有心血管疾病风险或患有心血管疾病的妇女的结局和生活质量。
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引用次数: 0
Transforming Population Health Screening for Atherosclerotic Cardiovascular Disease with AI-Enhanced ECG Analytics: Opportunities and Challenges. 用人工智能增强的ECG分析改变动脉粥样硬化性心血管疾病的人群健康筛查:机遇和挑战。
IF 5.2 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-09-01 DOI: 10.1007/s11883-025-01337-4
Dhruva Biswas, Arya Aminorroaya, Philip M Croon, Bruno Batinica, Aline F Pedroso, Rohan Khera

Purpose of review: To define the emerging role of artificial intelligence-enhanced electrocardiography (AI-ECG) in advancing population-level screening for atherosclerotic cardiovascular disease (ASCVD), we provide a comprehensive overview of its role in predicting major adverse cardiovascular events and detecting subclinical coronary artery disease. We also outline the clinical, methodological, and implementation challenges that must be addressed for widespread adoption.

Recent findings: State-of-the-art AI-ECG models exhibit high accuracy, correctly re-classifying patients deemed 'low risk' by traditional risk models. They also compress the prediction horizon from a decade to just a few years, suggesting opportunities for early detection and more personalized intervention. However, validation remains largely retrospective and hospital-based, with referral and ascertainment biases limiting generalizability. There is no evidence thus far for an externally validated AI-ECG model that can either define or improve the detection of ASCVD outcomes independent of standard risk factors. AI-enhanced ECG interpretation has the potential to transform a universal, inexpensive test into a powerful screening and prognostication tool for ASCVD. Realizing this potential will require prospective studies to confirm that AI-ECG-guided ASCVD screening improves patient outcomes across diverse populations. Earning trust among physicians and patients will require addressing key logistical challenges, including robust data governance, seamless workflow integration, and ongoing performance monitoring. Technological innovation, such as algorithms for single-lead ECGs on wearable and portable devices, could help enable the scalability needed for global impact on cardiovascular health.

综述目的:为了明确人工智能增强心电图(AI-ECG)在推进人群水平动脉粥样硬化性心血管疾病(ASCVD)筛查中的新兴作用,我们对其在预测主要不良心血管事件和检测亚临床冠状动脉疾病方面的作用进行了全面概述。我们还概述了临床、方法和实施方面的挑战,这些挑战必须被广泛采用。最新发现:最先进的AI-ECG模型显示出很高的准确性,可以正确地对被传统风险模型视为“低风险”的患者进行重新分类。它们还将预测期限从10年压缩到短短几年,为早期发现和更个性化的干预提供了机会。然而,验证仍然主要是回顾性的和基于医院的,转诊和确定偏差限制了推广。到目前为止,还没有证据表明外部验证的AI-ECG模型可以定义或改善独立于标准危险因素的ASCVD结果的检测。人工智能增强的心电图解释有可能将一种通用的、廉价的测试转变为ASCVD的强大筛查和预测工具。实现这一潜力需要前瞻性研究来证实ai - ecg引导的ASCVD筛查可以改善不同人群的患者预后。赢得医生和患者之间的信任需要解决关键的后勤挑战,包括稳健的数据治理、无缝的工作流程集成和持续的绩效监控。技术创新,如可穿戴和便携式设备上的单导联心电图算法,可能有助于实现对心血管健康产生全球影响所需的可扩展性。
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