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Artificial Intelligence in Cardiovascular Disease Prevention: Is it Ready for Prime Time? 人工智能在心血管疾病预防中的应用:它准备好进入黄金时代了吗?
IF 5.7 2区 医学 Q1 Medicine Pub Date : 2024-07-01 Epub Date: 2024-05-23 DOI: 10.1007/s11883-024-01210-w
Shyon Parsa, Sulaiman Somani, Ramzi Dudum, Sneha S Jain, Fatima Rodriguez

Purpose of review: This review evaluates how Artificial Intelligence (AI) enhances atherosclerotic cardiovascular disease (ASCVD) risk assessment, allows for opportunistic screening, and improves adherence to guidelines through the analysis of unstructured clinical data and patient-generated data. Additionally, it discusses strategies for integrating AI into clinical practice in preventive cardiology.

Recent findings: AI models have shown superior performance in personalized ASCVD risk evaluations compared to traditional risk scores. These models now support automated detection of ASCVD risk markers, including coronary artery calcium (CAC), across various imaging modalities such as dedicated ECG-gated CT scans, chest X-rays, mammograms, coronary angiography, and non-gated chest CT scans. Moreover, large language model (LLM) pipelines are effective in identifying and addressing gaps and disparities in ASCVD preventive care, and can also enhance patient education. AI applications are proving invaluable in preventing and managing ASCVD and are primed for clinical use, provided they are implemented within well-regulated, iterative clinical pathways.

综述目的:本综述评估了人工智能(AI)如何通过分析非结构化临床数据和患者生成的数据,加强动脉粥样硬化性心血管疾病(ASCVD)风险评估,实现机会性筛查,并改善指南的遵循情况。此外,它还讨论了将人工智能融入预防心脏病学临床实践的策略:与传统的风险评分相比,人工智能模型在个性化 ASCVD 风险评估中表现出了卓越的性能。这些模型目前支持自动检测各种成像模式的 ASCVD 风险指标,包括冠状动脉钙化(CAC),如专用心电图门控 CT 扫描、胸部 X 光片、乳房 X 光片、冠状动脉造影术和非门控胸部 CT 扫描。此外,大型语言模型(LLM)管道可有效识别和解决 ASCVD 预防保健中的差距和差异,还能加强患者教育。事实证明,人工智能应用在预防和管理急性心血管疾病方面非常有价值,只要在规范、迭代的临床路径中加以实施,就可以在临床上使用。
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引用次数: 0
Pharmacotherapy for Coronary Artery Disease and Acute Coronary Syndrome in the Aging Population. 老年冠状动脉疾病和急性冠状动脉综合征的药物治疗。
IF 5.7 2区 医学 Q1 Medicine Pub Date : 2024-07-01 Epub Date: 2024-05-09 DOI: 10.1007/s11883-024-01203-9
Errol Moras, Syed Zaid, Kruti Gandhi, Nitin Barman, Yochai Birnbaum, Salim S Virani, Jacqueline Tamis-Holland, Hani Jneid, Chayakrit Krittanawong

Purpose of review: To provide a comprehensive summary of relevant studies and evidence concerning the utilization of different pharmacotherapeutic and revascularization strategies in managing coronary artery disease and acute coronary syndrome specifically in the older adult population.

Recent findings: Approximately 30% to 40% of hospitalized patients with acute coronary syndrome are older adults, among whom the majority of cardiovascular-related deaths occur. When compared to younger patients, these individuals generally experience inferior clinical outcomes. Most clinical trials assessing the efficacy and safety of various therapeutics have primarily enrolled patients under the age of 75, in addition to excluding those with geriatric complexities. In this review, we emphasize the need for a personalized and comprehensive approach to pharmacotherapy for coronary heart disease and acute coronary syndrome in older adults, considering concomitant geriatric syndromes and age-related factors to optimize treatment outcomes while minimizing potential risks and complications. In the realm of clinical practice, cardiovascular and geriatric risks are closely intertwined, with both being significant factors in determining treatments aimed at reducing negative outcomes and attaining health conditions most valued by older adults.

综述的目的:全面总结在治疗冠状动脉疾病和急性冠状动脉综合征(尤其是老年人群)时采用不同药物治疗和血管重建策略的相关研究和证据:急性冠状动脉综合征住院患者中约有 30% 至 40% 是老年人,与心血管相关的死亡大多发生在他们身上。与年轻患者相比,这些患者的临床疗效普遍较差。大多数评估各种疗法疗效和安全性的临床试验主要招募 75 岁以下的患者,此外还排除了那些有老年病复杂性的患者。在这篇综述中,我们强调需要对老年人冠心病和急性冠脉综合征采取个性化的综合药物治疗方法,同时考虑并发的老年综合征和与年龄相关的因素,以优化治疗效果,同时最大限度地降低潜在风险和并发症。在临床实践中,心血管风险和老年病风险密切相关,两者都是决定治疗方法的重要因素,目的是减少不良后果,达到老年人最看重的健康状况。
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引用次数: 0
The Role of Genetics in Advancing Cardiometabolic Drug Development. 遗传学在推动心脏代谢药物开发中的作用。
IF 5.7 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-05-01 Epub Date: 2024-03-07 DOI: 10.1007/s11883-024-01195-6
Roukoz Abou-Karam, Fangzhou Cheng, Shoshana Gady, Akl C Fahed

Purpose of review: The objective of this review is to explore the role of genetics in cardiometabolic drug development. The declining costs of sequencing and the availability of large-scale genomic data have deepened our understanding of cardiometabolic diseases, revolutionizing drug discovery and development methodologies. We highlight four key areas in which genetics is empowering drug development for cardiometabolic disease: (1) identifying drug candidates, (2) anticipating drug target failures, (3) silencing and editing genes, and (4) enriching clinical trials.

Recent findings: Identifying novel drug targets through genetic discovery studies and the use of genetic variants as indicators of potential drug efficacy and safety have become critical components of cardiometabolic drug discovery. We highlight the successes of genetically-informed therapeutic strategies, such as PCSK9 and ANGPTL3 inhibitors in lipid lowering and the emerging role of polygenic risk scores in improving the efficiency of clinical trials. Additionally, we explore the potential of gene silencing and editing technologies, such as antisense oligonucleotides and small interfering RNA, showcasing their promise in addressing diseases refractory to conventional treatments. In this review, we highlight four use cases that demonstrate the vital role of genetics in cardiometabolic drug development: (1) identifying drug candidates, (2) anticipating drug target failures, (3) silencing and editing genes, and (4) enriching clinical trials. Through these advances, genetics has paved the way to increased efficiency of drug development as well as the discovery of more personalized and effective treatments for cardiometabolic disease.

综述的目的:本综述旨在探讨遗传学在心脏代谢药物研发中的作用。测序成本的下降和大规模基因组数据的可用性加深了我们对心脏代谢疾病的了解,彻底改变了药物发现和开发方法。我们重点介绍了遗传学促进心脏代谢疾病药物开发的四个关键领域:(1) 识别候选药物,(2) 预测药物靶点失败,(3) 沉默和编辑基因,以及 (4) 丰富临床试验:通过基因发现研究确定新的药物靶点,并利用基因变异作为潜在药物疗效和安全性的指标,已成为心脏代谢药物发现的关键组成部分。我们重点介绍了以基因为依据的治疗策略所取得的成功,如 PCSK9 和 ANGPTL3 抑制剂在降脂方面的作用,以及多基因风险评分在提高临床试验效率方面的新兴作用。此外,我们还探讨了反义寡核苷酸和小干扰 RNA 等基因沉默和编辑技术的潜力,展示了它们在解决传统治疗方法难治疾病方面的前景。在这篇综述中,我们重点介绍了四个使用案例,它们展示了遗传学在心脏代谢药物开发中的重要作用:(1)确定候选药物;(2)预测药物靶点失败;(3)沉默和编辑基因;以及(4)丰富临床试验。通过这些进展,遗传学为提高药物开发效率以及发现更个性化、更有效的心脏代谢疾病治疗方法铺平了道路。
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引用次数: 0
Cardiovascular Effects of Stimulators of Soluble Guanylate Cyclase Administration: A Meta-analysis of Randomized Controlled Trials. 可溶性鸟苷酸环化酶刺激剂对心血管的影响:随机对照试验的 Meta 分析。
IF 5.7 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-05-01 Epub Date: 2024-04-02 DOI: 10.1007/s11883-024-01197-4
Cosimo Andrea Stamerra, Paolo Di Giosia, Paolo Giorgini, Tannaz Jamialahmadi, Amirhossein Sahebkar

Purpose of review: Heart failure (HF) is one of the main causes of cardiovascular mortality in the western world. Despite great advances in treatment, recurrence and mortality rates remain high. Soluble guanylate cyclase is an enzyme which, by producing cGMP, is responsible for the effects of vasodilation, reduction of cardiac pre- and after-load and, therefore, the improvement of myocardial performance. Thus, a new therapeutic strategy is represented by the stimulators of soluble guanylate cyclase (sGCs). The aim of this meta-analysis was to analyze the effects deriving from the administration of sGCs, in subjects affected by HF. A systematic literature search of Medline, SCOPUS, and Google Scholar was conducted up to December 2022 to identify RCTs assessing the cardiovascular effects, as NT-pro-BNP values and ejection fraction (EF), and all-cause mortality, of the sGCs. Quantitative data synthesis was performed using a random-effects model, with weighted mean difference (WMD) and 95% confidence interval (CI) as summary statistics.

Recent findings: The results obtained documented a statistically significant improvement in NT-proBNP values (SMD: - 0.258; 95% CI: - 0.398, - 0.118; p < 0.001) and EF (WMD: 0.948; 95% CI: 0.485, 1.411; p < 0.001) in subjects treated with sGCs; however, no significant change was found in the all-cause mortality rate (RR 0.96; 95% CI 0.868 to 1.072; I2, p = 0). The sGCs represent a valid therapeutic option in subjects suffering from HF, leading to an improvement in cardiac performance.

回顾的目的:心力衰竭(HF)是西方国家心血管疾病死亡的主要原因之一。尽管在治疗方面取得了巨大进步,但复发率和死亡率仍然居高不下。可溶性鸟苷酸环化酶通过产生 cGMP,起到扩张血管、减轻心脏前后负荷的作用,从而改善心肌功能。因此,可溶性鸟苷酸环化酶(sGCs)刺激剂代表了一种新的治疗策略。本荟萃分析的目的是分析服用 sGCs 对高血压患者的影响。截至 2022 年 12 月,我们对 Medline、SCOPUS 和谷歌学术进行了系统性文献检索,以确定评估 sGCs 对心血管影响(NT-pro-BNP 值和射血分数 (EF))和全因死亡率的 RCT。定量数据综合采用随机效应模型,以加权平均差(WMD)和95%置信区间(CI)作为汇总统计:所获得的结果表明,NT-proBNP 值在统计学上有显著改善(SMD:- 0.258;95% CI:- 0.398,- 0.118;P
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引用次数: 0
European Lipid Guidelines and Cardiovascular Risk Estimation: Current Status and Future Challenges. 欧洲血脂指南和心血管风险评估:现状与未来挑战
IF 5.7 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-05-01 Epub Date: 2024-03-02 DOI: 10.1007/s11883-024-01194-7
Angela Pirillo, Lale Tokgözoğlu, Alberico L Catapano

Purpose of review: Genetic, experimental, epidemiologic, and clinical data support the causal role of elevated levels of low-density lipoprotein cholesterol (LDL-C) in atherosclerosis and cardiovascular disease (CVD). The recommendations of the 2019 European guidelines are based on the concept of differential CV risk, which in turn defines the LDL-C goals that should be achieved.

Recent findings: The 2019 ESC/EAS guidelines for dyslipidaemia use the Systematic COronary Risk Evaluation (SCORE) model to assess CV risk, which provides a 10-year risk of fatal CV event. The SCORE model has recently been updated to reflect current rates of cardiovascular disease in Europe. The new SCORE2 model provides estimates of the 10-year risk of fatal and non-fatal CVD events in people aged 40-69 years, thus improving the identification of individuals at higher risk of a CVD event. However, as in the SCORE age is the main determinant of risk, young people have a relatively low estimated 10-year risk of a CV event even with high levels of one or more causal risk factors. Individuals with familial hypercholesterolaemia, who have elevated LDL-C levels from birth and have a high risk of premature CVD, are one example. The concept of cumulative LDL exposure is thus becoming increasingly important. This is also supported by Mendelian randomisation studies showing that carrying genetic variants associated with lower LDL-C levels reduces CV risk. These observations have introduced the concept of "cholesterol-years", which takes into account both LDL-C levels and time of exposure. It is crucial that future European guidelines pay more attention to this point.

综述目的:遗传学、实验、流行病学和临床数据均支持低密度脂蛋白胆固醇(LDL-C)水平升高在动脉粥样硬化和心血管疾病(CVD)中的因果作用。2019年欧洲指南的建议基于不同心血管疾病风险的概念,进而确定了应实现的低密度脂蛋白胆固醇目标:2019年ESC/EAS血脂异常指南使用系统性冠状动脉风险评估(SCORE)模型来评估心血管风险,该模型提供了10年致命心血管事件的风险。SCORE 模型最近进行了更新,以反映欧洲当前的心血管疾病发病率。新的 SCORE2 模型提供了 40-69 岁人群 10 年致命和非致命心血管事件风险的估计值,从而提高了对心血管事件高危人群的识别能力。然而,在 SCORE 模型中,年龄是风险的主要决定因素,因此即使一个或多个致病风险因素水平较高,年轻人发生心血管事件的 10 年估计风险也相对较低。家族性高胆固醇血症患者就是一个例子,他们从出生起低密度脂蛋白胆固醇水平就升高,过早发生心血管疾病的风险很高。因此,累积低密度脂蛋白暴露的概念变得越来越重要。孟德尔随机化研究也证明了这一点,研究表明,携带与较低低密度脂蛋白胆固醇水平相关的基因变异可降低心血管疾病风险。这些观察结果引入了 "胆固醇年 "的概念,即同时考虑低密度脂蛋白胆固醇水平和暴露时间。未来的欧洲指南必须更加重视这一点。
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引用次数: 0
Gene Editing for the Treatment of Hypercholesterolemia. 基因编辑治疗高胆固醇血症。
IF 5.7 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-05-01 Epub Date: 2024-03-18 DOI: 10.1007/s11883-024-01198-3
Menno Hoekstra, Miranda Van Eck

Purpose of review: Here, we summarize the key findings from preclinical studies that tested the concept that editing of hepatic genes can lower plasma low-density lipoprotein (LDL)-cholesterol levels to subsequently reduce atherosclerotic cardiovascular disease risk.

Recent findings: Selective delivery of clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9 (Cas9)-mediated gene editing tools targeting proprotein convertase subtilisin/kexin type 9 (PCSK9) to hepatocytes, i.e., through encapsulation into N-acetylgalactosamine-coupled lipid nanoparticles, is able to induce a stable ~ 90% decrease in plasma PCSK9 levels and a concomitant 60% reduction in LDL-cholesterol levels in mice and non-humane primates. Studies in mice have shown that this state-of-the-art technology can be extended to include additional targets related to dyslipidemia such as angiopoietin-like 3 and several apolipoproteins. The use of gene editors holds great promise to lower plasma LDL-cholesterol levels also in the human setting. However, gene editing safety has to be guaranteed before this approach can become a clinical success.

综述的目的:在此,我们总结了临床前研究的主要发现,这些研究检验了编辑肝脏基因可降低血浆低密度脂蛋白(LDL)胆固醇水平,从而降低动脉粥样硬化性心血管疾病风险的概念:最近的研究成果:将聚类规则间隔短回文重复序列(CRISPR)/CRISPR相关蛋白9(Cas9)介导的基因编辑工具选择性地输送到肝细胞,即通过包裹在N-乙酰乙酰胆碱酯酶(N-乙酰胆碱酯酶)中,使其成为肝脏基因编辑工具、通过封装到 N-乙酰半乳糖胺偶联脂质纳米粒子中,能够使小鼠和非人灵长类动物的血浆 PCSK9 水平稳定下降约 90%,同时使低密度脂蛋白胆固醇水平下降 60%。对小鼠的研究表明,这种最先进的技术可以扩展到与血脂异常有关的其他靶点,如血管生成素样 3 和几种脂蛋白。基因编辑器的使用为降低人类血浆低密度脂蛋白胆固醇水平带来了巨大希望。不过,在这种方法取得临床成功之前,必须确保基因编辑的安全性。
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引用次数: 0
Oral PCSK9 Inhibitors. 口服 PCSK9 抑制剂。
IF 5.7 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-05-01 Epub Date: 2024-03-27 DOI: 10.1007/s11883-024-01199-2
Anandita Agarwala, Ramsha Asim, Christie M Ballantyne

Purpose of review: In this review, we will discuss the data from early clinical studies of MK-0616 and summarize clinical trials of other oral proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors.

Recent findings: The success of PCSK9 inhibition with monoclonal antibody injections has fueled the development of additional therapies targeting PCSK9, including oral formulations, the most advanced of which is MK-0616. MK-0616 is a novel, orally administered macrocyclic peptide that binds to PCSK9 and inhibits binding of PCSK9 to the LDL receptor, thereby decreasing plasma levels of LDL-C. Clinical trial data on the safety and efficacy of MK-0616 are promising and report LDL-C-lowering efficacy comparable to that provided by injectable PCSK9 inhibitors. Ongoing and future studies of oral PCSK9 inhibitors in development will evaluate the safety, efficacy, and effectiveness of these agents and their potential role in preventing cardiovascular disease events.

综述的目的:在这篇综述中,我们将讨论 MK-0616 早期临床研究的数据,并总结其他口服丙蛋白转换酶亚基酶/kexin 9 型(PCSK9)抑制剂的临床试验:单克隆抗体注射抑制 PCSK9 的成功推动了更多针对 PCSK9 的疗法的开发,包括口服制剂,其中最先进的是 MK-0616。MK-0616 是一种新型口服大环肽,能与 PCSK9 结合,抑制 PCSK9 与低密度脂蛋白受体的结合,从而降低血浆中的低密度脂蛋白胆固醇水平。有关 MK-0616 安全性和疗效的临床试验数据前景看好,其降低低密度脂蛋白胆固醇的疗效与注射用 PCSK9 抑制剂不相上下。正在进行的和未来的口服 PCSK9 抑制剂开发研究将评估这些药物的安全性、有效性和有效性,以及它们在预防心血管疾病事件中的潜在作用。
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引用次数: 0
The Effects of FABP4 on Cardiovascular Disease in the Aging Population. FABP4 对老龄人口心血管疾病的影响
IF 5.7 2区 医学 Q1 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-05-01 Epub Date: 2024-05-03 DOI: 10.1007/s11883-024-01196-5
Ellen M van der Ark-Vonk, Mike V Puijk, Gerard Pasterkamp, Sander W van der Laan

Purpose of review: Fatty acid-binding protein 4 (FABP4) plays a role in lipid metabolism and cardiovascular health. In this paper, we cover FABP4 biology, its implications in atherosclerosis from observational studies, genetic factors affecting FABP4 serum levels, and ongoing drug development to target FABP4 and offer insights into future FABP4 research.

Recent findings: FABP4 impacts cells through JAK2/STAT2 and c-kit pathways, increasing inflammatory and adhesion-related proteins. In addition, FABP4 induces angiogenesis and vascular smooth muscle cell proliferation and migration. FABP4 is established as a reliable predictive biomarker for cardiovascular disease in specific at-risk groups. Genetic studies robustly link PPARG and FABP4 variants to FABP4 serum levels. Considering the potential effects on atherosclerotic lesion development, drug discovery programs have been initiated in search for potent inhibitors of FABP4. Elevated FABP4 levels indicate an increased cardiovascular risk and is causally related to acceleration of atherosclerotic disease, However, clinical trials for FABP4 inhibition are lacking, possibly due to concerns about available compounds' side effects. Further research on FABP4 genetics and its putative causal role in cardiovascular disease is needed, particularly in aging subgroups.

综述的目的:脂肪酸结合蛋白 4 (FABP4) 在脂质代谢和心血管健康中发挥作用。在本文中,我们将介绍 FABP4 的生物学特性、观察性研究对动脉粥样硬化的影响、影响 FABP4 血清水平的遗传因素以及正在进行的针对 FABP4 的药物开发,并对未来的 FABP4 研究提出见解:FABP4通过JAK2/STAT2和c-kit通路影响细胞,增加炎症和粘附相关蛋白。此外,FABP4 还能诱导血管生成、血管平滑肌细胞增殖和迁移。FABP4 已被确定为特定高危人群心血管疾病的可靠预测生物标志物。遗传研究将 PPARG 和 FABP4 变异与 FABP4 血清水平紧密联系在一起。考虑到 FABP4 对动脉粥样硬化病变发展的潜在影响,已经启动了药物发现计划,寻找 FABP4 的强效抑制剂。FABP4 水平升高表明心血管风险增加,并与动脉粥样硬化疾病的加速发展有因果关系,但可能由于对现有化合物副作用的担忧,目前还缺乏对 FABP4 抑制剂的临床试验。我们需要进一步研究 FABP4 遗传学及其在心血管疾病中的可能因果作用,特别是在老龄亚群体中。
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引用次数: 0
Cardiovascular Health and Disease in the Pakistani American Population. 巴基斯坦裔美国人的心血管健康和疾病。
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2024-04-26 DOI: 10.1007/s11883-024-01201-x
Murrium I. Sadaf, Usman Ali Akbar, Khurram Nasir, Bashir Hanif, Salim S Virani, Kershaw V Patel, Safi U Khan
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引用次数: 0
Subclinical Atherosclerosis to Guide Treatment in Dyslipidemia and Diabetes Mellitus. 亚临床动脉粥样硬化指导血脂异常和糖尿病的治疗。
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2024-04-25 DOI: 10.1007/s11883-024-01202-w
Reed Mszar, Miriam E Katz, Gowtham R. Grandhi, A. Osei, Antonio Gallo, M. Blaha
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引用次数: 0
期刊
Current Atherosclerosis Reports
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