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Obicetrapib: Reversing the Tide of CETP Inhibitor Disappointments. Obicetrapib:扭转 CETP 抑制剂令人失望的趋势。
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-12-22 DOI: 10.1007/s11883-023-01184-1
John J P Kastelein, Andrew Hsieh, Mary R Dicklin, Marc Ditmarsch, Michael H Davidson

Purpose of review: To discuss the history of cardiovascular outcomes trials of cholesteryl ester transfer protein (CETP) inhibitors and to describe obicetrapib, a next-generation, oral, once-daily, low-dose CETP inhibitor in late-stage development for dyslipidemia and atherosclerotic cardiovascular disease (ASCVD).

Recent findings: Phase 1 and 2 trials have evaluated the safety and lipid/lipoprotein effects of obicetrapib as monotherapy, in conjunction with statins, on top of high-intensity statins (HIS), and with ezetimibe on top of HIS. In ROSE2, 10 mg obicetrapib monotherapy and combined with 10 mg ezetimibe, each on top of HIS, significantly reduced low-density lipoprotein cholesterol (LDL-C), non-high-density lipoprotein cholesterol (non-HDL-C), apolipoprotein B, total LDL particles, small LDL particles, small, dense LDL-C, and lipoprotein (a), and increased HDL-C. Phase 3 pivotal registration trials including a cardiovascular outcomes trial are underway. Obicetrapib has an excellent safety and tolerability profile and robustly lowers atherogenic lipoproteins and raises HDL-C. As such, obicetrapib may be a promising agent for the treatment of ASCVD.

综述目的:讨论胆固醇酯转移蛋白(CETP)抑制剂心血管疗效试验的历史,并介绍obicetrapib,一种治疗血脂异常和动脉粥样硬化性心血管疾病(ASCVD)的新一代口服、每日一次、低剂量CETP抑制剂的后期开发情况:1 期和 2 期试验评估了 obicetrapib 作为单一疗法、与他汀类药物联用、在高强度他汀类药物 (HIS) 基础上联用以及在 HIS 基础上与依折麦布联用的安全性和对血脂/脂蛋白的影响。在 ROSE2 中,10 毫克奥昔他匹单药治疗和在 HIS 基础上联合 10 毫克依折麦布治疗均可显著降低低密度脂蛋白胆固醇(LDL-C)、非高密度脂蛋白胆固醇(非 HDL-C)、载脂蛋白 B、总低密度脂蛋白颗粒、小低密度脂蛋白颗粒、小而致密的低密度脂蛋白胆固醇和脂蛋白(a),并提高高密度脂蛋白胆固醇。目前正在进行 3 期关键注册试验,包括心血管预后试验。Obicetrapib 具有极佳的安全性和耐受性,能有效降低致动脉粥样硬化脂蛋白,提高高密度脂蛋白胆固醇。因此,Obicetrapib 可能是一种治疗 ASCVD 的有前途的药物。
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引用次数: 0
Body Fat Depletion: the Yin Paradigm for Treating Type 2 Diabetes. 消耗体内脂肪:治疗 2 型糖尿病的阴范例。
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2024-01-01 Epub Date: 2023-12-27 DOI: 10.1007/s11883-023-01181-4
Jingjing Zhu, John P H Wilding

Purpose of review: To highlight that body fat depletion (the Yin paradigm) with glucose-lowering treatments (the Yang paradigm) are associated with metabolic benefits for patients with type 2 diabetes mellitus (T2DM).

Recent findings: The sodium-glucose cotransporter-2 inhibitor-mediated sodium/glucose deprivation can directly improve glycemic control and kidney outcome in patients with T2DM. The glucose deprivation might also promote systemic fatty acid β-oxidation to deplete ectopic/visceral fat and thereby contribute to the prevention of cardiovascular diseases. As with metabolic surgery, bioengineered incretin-based medications with potent anorexigenic and insulinotropic efficacy can significantly reduce blood glucose as well as body weight (especially in the ectopic/visceral fat depots). The latter effects could be a key contributor to their cardiovascular-renal protective effects. In addition to a healthy diet, the newer glucose-lowering medications, with body fat reduction effects, should be prioritized when treating patients with T2DM, especially for those with established cardiovascular/renal risks or diseases.

综述目的:强调体内脂肪消耗(阴范式)与降糖治疗(阳范式)对 2 型糖尿病(T2DM)患者的代谢有益:钠-葡萄糖共转运体-2 抑制剂介导的钠/葡萄糖剥夺可直接改善 T2DM 患者的血糖控制和肾脏预后。葡萄糖剥夺还可促进全身脂肪酸β氧化,消耗异位/内脏脂肪,从而有助于预防心血管疾病。与代谢手术一样,生物工程增量素药物具有强大的厌食和促胰岛素作用,可显著降低血糖和体重(尤其是异位/内脏脂肪)。后者的作用可能是其心血管-肾脏保护作用的关键因素。在治疗 T2DM 患者时,除了健康饮食外,还应优先考虑具有减少体脂作用的新型降糖药物,尤其是对那些已有心血管/肾脏风险或疾病的患者。
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引用次数: 0
Risk Stratification and Treatment of Obesity for Primary and Secondary Prevention of Cardiovascular Disease 为心血管疾病的一级和二级预防进行风险分层和肥胖症治疗
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-30 DOI: 10.1007/s11883-023-01182-3
John W. Ostrominski, Tiffany M. Powell-Wiley

Purpose of Review

In this review, we discuss contemporary and emerging approaches for risk stratification and management of excess adiposity for the primary and secondary prevention of cardiovascular disease.

Recent Findings

Obesity is simultaneously a pandemic-scale disease and major risk factor for the incidence and progression of a wide range of cardiometabolic conditions, but risk stratification and treatment remain clinically challenging. However, sex-, race-, and ethnicity-sensitive anthropometric measures, body composition–focused imaging, and health burden–centric staging systems have emerged as important facilitators of holistic risk prediction. Further, expanding therapeutic approaches, including comprehensive lifestyle programs, anti-obesity pharmacotherapies, device/endoscopy-based interventions, metabolic surgery, and novel healthcare delivery resources offer new empowerment for cardiovascular risk reduction in individuals with obesity.

Summary

Personalized risk stratification and weight management are central to reducing the lifetime prevalence and impact of cardiovascular disease. Further evidence informing long-term safety, efficacy, and cost-effectiveness of novel approaches targeting obesity are critically needed.

最新研究结果肥胖既是一种大范围流行的疾病,也是多种心血管代谢疾病发生和发展的主要风险因素,但风险分层和治疗在临床上仍具有挑战性。然而,对性别、种族和民族敏感的人体测量方法、以身体成分为重点的成像技术以及以健康负担为中心的分期系统已成为全面风险预测的重要促进因素。此外,不断扩展的治疗方法,包括综合生活方式计划、抗肥胖药物治疗、基于设备/内窥镜的干预、代谢手术和新型医疗保健服务资源,为降低肥胖症患者的心血管风险提供了新的手段。摘要个性化风险分层和体重管理是降低心血管疾病终生患病率和影响的核心。我们亟需进一步的证据来证明针对肥胖症的新方法的长期安全性、有效性和成本效益。
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引用次数: 0
Eliminating Health Disparities in Atrial Fibrillation, Heart Failure, and Dyslipidemia: A Path Toward Achieving Pharmacoequity 消除心房颤动、心力衰竭和血脂异常的健康差异:实现药物公平之路
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-18 DOI: 10.1007/s11883-023-01180-5
Krunal Amin, Garrett Bethel, Larry R. Jackson, Utibe R. Essien, Caroline E. Sloan

Purpose of Review

Pharmacoequity refers to the goal of ensuring that all patients have access to high-quality medications, regardless of their race, ethnicity, gender, or other characteristics. The goal of this article is to review current evidence on disparities in access to cardiovascular drug therapies across sociodemographic subgroups, with a focus on heart failure, atrial fibrillation, and dyslipidemia.

Recent Findings

Considerable and consistent disparities to life-prolonging heart failure, atrial fibrillation, and dyslipidemia medications exist in clinical trial representation, access to specialist care, prescription of guideline-based therapy, drug affordability, and pharmacy accessibility across racial, ethnic, gender, and other sociodemographic subgroups.

Summary

Researchers, health systems, and policy makers can take steps to improve pharmacoequity by diversifying clinical trial enrollment, increasing access to inpatient and outpatient cardiology care, nudging clinicians to increase prescription of guideline-directed medical therapy, and pursuing system-level reforms to improve drug access and affordability.

综述目的 公平用药是指确保所有患者都能获得高质量药物治疗的目标,无论其种族、民族、性别或其他特征如何。本文旨在回顾目前不同社会人口亚群在获得心血管药物治疗方面存在差异的证据,重点关注心力衰竭、心房颤动和血脂异常。最新研究结果不同种族、民族、性别和其他社会人口亚群在临床试验代表性、获得专科护理的机会、基于指南的治疗处方、药物可负担性和药房可及性等方面,在获得延长生命的心衰、心房颤动和血脂异常药物治疗方面存在相当大且一致的差距。小结研究人员、医疗系统和政策制定者可以采取以下措施来改善药物公平性:实现临床试验注册的多样化;增加住院和门诊心脏病治疗的可及性;鼓励临床医生增加以指南为指导的医疗处方;进行系统层面的改革以改善药物的可及性和可负担性。
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引用次数: 0
Inhibition of Angiopoietin-Like Protein 3 or 3/8 Complex and ApoC-III in Severe Hypertriglyceridemia 抑制血管生成素样蛋白 3 或 3/8 复合物和载脂蛋白 C-III 在严重高甘油三酯血症中的应用
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-14 DOI: 10.1007/s11883-023-01179-y
Miriam Larouche, Etienne Khoury, Diane Brisson, Daniel Gaudet

Purpose of Review

The role of the inhibition of ANGPTL3 in severe or refractory hypercholesterolemia is well documented, less in severe hyperTG. This review focuses on the preclinical and clinical development of ApoC-III inhibitors and ANGPTL3, 4, and 3/8 complex inhibitors for the treatment of severe or refractory forms of hypertriglyceridemia to prevent cardiovascular disease or other morbidities.

Recent Findings

APOC3 and ANGPTL3 became targets for drug development following the identification of naturally occurring loss of function variants in families with a favorable lipid profile and low cardiovascular risk. The inhibition of ANGPTL3 covers a broad spectrum of lipid disorders from severe hypercholesterolemia to severe hypertriglyceridemia, while the inhibition of ApoC-III can treat hypertriglyceridemia regardless of the severity.

Summary

Preclinical and clinical data suggest that ApoC-III inhibitors, ANGPTL3 inhibitors, and inhibitors of the ANGPTL3/8 complex that is formed postprandially are highly effective for the treatment of severe or refractory hypertriglyceridemia. Inhibition of ANGPTL3 or the ANGPTL3/8 complex upregulates LPL and facilitates the hydrolysis and clearance of triglyceride-rich lipoproteins (TRL) (LPL-dependent mechanisms), whereas ApoC-III inhibitors contribute to the management and clearance of TRL through both LPL-dependent and LPL-independent mechanisms making it possible to successfully lower TG in subjects completely lacking LPL (familial chylomicronemia syndrome). Most of these agents are biologicals including monoclonal antibodies (mAb), antisense nucleotides (ASO), small interfering RNA (siRNA), or CRISPR-cas gene editing strategies.

综述目的:ANGPTL3在严重或难治性高胆固醇血症中的抑制作用已被充分证实,但在严重高tg中的作用较少。本文综述了ApoC-III抑制剂和ANGPTL3、4和3/8复合抑制剂的临床前和临床发展,用于治疗严重或难治性高甘油三酯血症,以预防心血管疾病或其他疾病。最近的发现sapoc3和ANGPTL3成为药物开发的靶点,因为在具有良好血脂和低心血管风险的家庭中发现了自然发生的功能变异丧失。ANGPTL3的抑制作用涵盖了从严重高胆固醇血症到严重高甘油三酯血症的广泛的脂质疾病,而ApoC-III的抑制作用可以治疗高甘油三酯血症,无论其严重程度如何。临床前和临床数据表明,ApoC-III抑制剂、ANGPTL3抑制剂和餐后形成的ANGPTL3/8复合物抑制剂对治疗严重或难治性高甘油三酯血症非常有效。抑制ANGPTL3或ANGPTL3/8复合物上调LPL,促进富含甘油三酯的脂蛋白(TRL)的水解和清除(LPL依赖机制),而ApoC-III抑制剂通过LPL依赖和LPL非依赖机制有助于TRL的管理和清除,使完全缺乏LPL的受试者(家族性乳糜低血症综合征)成功降低TG成为可能。这些药物大多是生物制剂,包括单克隆抗体(mAb)、反义核苷酸(ASO)、小干扰RNA (siRNA)或CRISPR-cas基因编辑策略。
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引用次数: 0
Machine Learning in Invasive and Noninvasive Coronary Angiography 有创和无创冠状动脉造影中的机器学习
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-14 DOI: 10.1007/s11883-023-01178-z
Ozan Unlu, Akl C. Fahed

Purpose of Review

The objective of this review is to shed light on the transformative potential of machine learning (ML) in coronary angiography. We aim to understand existing developments in using ML for coronary angiography and discuss broader implications for the future of coronary angiography and cardiovascular medicine.

Recent Findings

The developments in invasive and noninvasive imaging have revolutionized diagnosis and treatment of coronary artery disease (CAD). However, CAD remains underdiagnosed and undertreated. ML has emerged as a powerful tool to further improve image analysis, hemodynamic assessment, lesion detection, and predictive modeling. These advancements have enabled more accurate identification of CAD, streamlined workflows, reduced the need for invasive diagnostic procedures, and improved the diagnostic value of invasive procedures when they are needed. Further integration of ML with coronary angiography will advance the prevention, diagnosis, and treatment of CAD.

Summary

The integration of ML with coronary angiography is ushering in a new era in cardiovascular medicine. We highlight five use cases to leverage ML in coronary angiography: (1) improvement of quality and efficacy, (2) characterization of plaque, (3) hemodynamic assessment, (4) prediction of future outcomes, and (5) diagnosis of non-atherosclerotic coronary disease.

本综述的目的是阐明机器学习(ML)在冠状动脉造影中的变革潜力。我们的目标是了解使用ML进行冠状动脉造影的现有发展,并讨论冠状动脉造影和心血管医学的未来更广泛的意义。有创和无创影像技术的发展已经彻底改变了冠状动脉疾病(CAD)的诊断和治疗。然而,CAD仍未得到充分诊断和治疗。ML已成为进一步改进图像分析、血流动力学评估、病变检测和预测建模的强大工具。这些进步能够更准确地识别CAD,简化工作流程,减少对侵入性诊断程序的需求,并在需要时提高侵入性诊断程序的诊断价值。ML与冠状动脉造影的进一步结合将促进CAD的预防、诊断和治疗。ML与冠状动脉造影的结合正在引领心血管医学的新时代。我们强调了在冠状动脉造影中利用ML的五个应用案例:(1)提高质量和疗效,(2)斑块表征,(3)血流动力学评估,(4)预测未来结果,(5)非动脉粥样硬化性冠状动脉疾病的诊断。
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引用次数: 0
Stratification in Heterozygous Familial Hypercholesterolemia: Imaging, Biomarkers, and Genetic Testing. 杂合子家族性高胆固醇血症的分层:影像学、生物标志物和遗传测试。
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-03 DOI: 10.1007/s11883-023-01160-9
Pablo Corral, Carlos A Aguilar Salinas, María Gabriela Matta, Valeria Zago, Laura Schreier

Purpose of review: Heterozygous familial hypercholesterolemia (HeFH) is the most common monogenic autosomal dominant disorder. However, the condition is often underdiagnosed and undertreated. The objective of this review is to provide an update on the risk stratification in patients with HeFH, incorporating new cardiovascular imaging techniques, various biomarkers, and genetic studies.

Recent findings: The diagnosis of HeFH places patients in a high cardiovascular risk category due to the increased incidence of premature atherosclerotic cardiovascular disease. However, the level of risk varies significantly among different individuals with HeFH. Achieving an optimal stratification of cardiovascular risk is crucial for establishing appropriate and accurate treatment and management strategies. Different new tools such as risk scores have emerged in recent years, aiding physicians in assessing the risk stratification for HeFH using imaging, biomarkers, and genetics. This review emphasizes that not all patients with HeFH face the same cardiovascular risk. By utilizing different assessment tools, we can identify those who require more intensive monitoring, follow-up, and treatment.

综述目的:杂合子家族性高胆固醇血症(HeFH)是最常见的单基因常染色体显性遗传疾病。然而,这种情况往往诊断不足,治疗不足。这篇综述的目的是结合新的心血管成像技术、各种生物标志物和遗传研究,提供关于HeFH患者风险分层的最新信息。最近的发现:由于过早动脉粥样硬化性心血管疾病的发病率增加,HeFH的诊断将患者置于心血管高危类别。然而,不同的HeFH患者的风险水平存在显著差异。实现心血管风险的最佳分层对于制定适当和准确的治疗和管理策略至关重要。近年来出现了不同的新工具,如风险评分,帮助医生使用成像、生物标志物和遗传学评估HeFH的风险分层。这篇综述强调,并非所有的HeFH患者都面临相同的心血管风险。通过使用不同的评估工具,我们可以确定哪些人需要更深入的监测、随访和治疗。
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引用次数: 0
Rap1 in the Context of PCSK9, Atherosclerosis, and Diabetes. Rap1在PCSK9、动脉粥样硬化和糖尿病中的作用
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-18 DOI: 10.1007/s11883-023-01162-7
Heena Agarwal, Brea Tinsley, Amesh K Sarecha, Lale Ozcan

Purpose of review: The focus of this article is to highlight the importance of the small GTPase, Ras-associated protein 1 (Rap1), in proprotein convertase subtilisin/kexin type 9 (PCSK9) regulation and atherosclerosis and type 2 diabetes etiology and discuss the potential therapeutic implications of targeting Rap1 in these disease areas.

Review findings: Cardiometabolic disease characterized by obesity, glucose intolerance, dyslipidemia, and atherosclerotic cardiovascular disease remain an important cause of mortality. Evidence using mouse models of obesity and insulin resistance indicates that Rap1 deficiency increases proatherogenic PCSK9 and low-density lipoprotein cholesterol levels and predisposes these mice to develop obesity- and statin-induced hyperglycemia, which highlights Rap1's role in cardiometabolic dysfunction. Rap1 may also contribute to cardiovascular disease through its effects on vascular wall cells involved in the atherosclerosis progression. Rap1 activation, specifically in the liver, could be beneficial in the prevention of cardiometabolic perturbations, including type 2 diabetes, hypercholesterolemia, and atherosclerosis.

综述目的:本文的重点是强调小GTPase, ras相关蛋白1 (Rap1),在蛋白转化酶枯草素/ keexin 9型(PCSK9)调控和动脉粥样硬化和2型糖尿病病因中的重要性,并讨论靶向Rap1在这些疾病领域的潜在治疗意义。综述发现:以肥胖、葡萄糖耐受不良、血脂异常和动脉粥样硬化性心血管疾病为特征的心脏代谢疾病仍然是导致死亡的重要原因。使用小鼠肥胖和胰岛素抵抗模型的证据表明,Rap1缺乏会增加致动脉粥样硬化的PCSK9和低密度脂蛋白胆固醇水平,并使这些小鼠容易发生肥胖和他汀类药物诱导的高血糖,这突出了Rap1在心脏代谢功能障碍中的作用。Rap1也可能通过其对参与动脉粥样硬化进展的血管壁细胞的影响而促进心血管疾病。Rap1的激活,特别是在肝脏中,可能有助于预防心脏代谢紊乱,包括2型糖尿病、高胆固醇血症和动脉粥样硬化。
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引用次数: 0
Caregiver Influences on Eating Behaviors in Children: An Opportunity for Preventing Obesity. 照顾者对儿童饮食行为的影响:预防肥胖的机会。
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-30 DOI: 10.1007/s11883-023-01171-6
Lorraine M Schratz, Olivia Larkin, Nilse Dos Santos, Christine Martin

Purpose of review: This review seeks to define caregiver practices that impact childhood eating behaviors and identify ways to utilize these relationships to prevent childhood obesity.

Recent findings: Childhood obesity, which correlates with adult obesity and increased cardiovascular risk, is increasing in prevalence and severity. Caregivers play a significant role in shaping a child's eating behaviors and their predisposition to obesity. Maternal influences during pregnancy and infancy impact a child's future food preferences. Caregiver feeding styles (authoritarian, authoritative, indulgent, and uninvolved) are associated with distinct effects on children's eating behaviors and self-regulation. Authoritative feeding styles promote child autonomy while setting boundaries in the feeding environment. Early caregiver education and coaching regarding nutrition and feeding practices is beneficial to establishing healthy eating behaviors for children. Various caregivers, including parents, grandparents, siblings, teachers, and others, influence a child's eating habits at different stages of development. These caregivers can both positively and negatively impact a child's diet. Comprehensive interventions involving these various caregivers to promote healthy eating practices in children is ideal. Such interventions should be sensitive to cultural and environmental factors. Childhood obesity is a complex issue with long-term health effects. Early intervention using comprehensive approaches including all caregivers, community support, and public policies to address the social determinants of health will be beneficial. Future research should focus on valid outcome measures and equitable interventions that encompass all aspects of a child's life.

综述目的:本综述旨在定义影响儿童饮食行为的护理实践,并确定利用这些关系预防儿童肥胖的方法。最近的研究发现:儿童肥胖与成人肥胖和心血管风险增加相关,其患病率和严重程度都在增加。照顾者在塑造孩子的饮食行为和肥胖倾向方面发挥着重要作用。孕期和婴儿期母亲的影响会影响孩子未来的食物偏好。照顾者的喂养方式(专制型、权威型、放纵型和不介入型)对儿童的饮食行为和自我调节有明显的影响。权威的喂养方式促进了孩子的自主性,同时在喂养环境中设定了界限。早期照顾者关于营养和喂养方法的教育和指导有利于为儿童建立健康的饮食行为。不同的照顾者,包括父母、祖父母、兄弟姐妹、老师和其他人,会影响孩子在不同发展阶段的饮食习惯。这些照顾者会对孩子的饮食产生积极和消极的影响。包括这些不同的照顾者的综合干预措施,以促进儿童的健康饮食习惯是理想的。这种干预措施应顾及文化和环境因素。儿童肥胖是一个具有长期健康影响的复杂问题。采用包括所有护理人员、社区支持和公共政策在内的综合方法进行早期干预,以解决健康的社会决定因素,将是有益的。未来的研究应侧重于有效的结果测量和公平的干预措施,包括儿童生活的各个方面。
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引用次数: 0
Polysocial Risk Scores: Implications for Cardiovascular Disease Risk Assessment and Management. 多社会风险评分:心血管疾病风险评估和管理的意义。
IF 5.8 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-04 DOI: 10.1007/s11883-023-01173-4
Zulqarnain Javed, Harun Kundi, Ryan Chang, Anoop Titus, Hassaan Arshad

Purpose of review: To review current evidence, discuss key knowledge gaps and identify opportunities for development, validation and application of polysocial risk scores (pSRS) for cardiovascular disease (CVD) risk prediction and population cardiovascular health management.

Recent findings: Limited existing evidence suggests that pSRS are promising tools to capture cumulative social determinants of health (SDOH) burden and improve CVD risk prediction beyond traditional risk factors. However, available tools lack generalizability, are cross-sectional in nature or do not assess social risk holistically across SDOH domains. Available SDOH and clinical risk factor data in large population-based databases are under-utilized for pSRS development. Recent advances in machine learning and artificial intelligence present unprecedented opportunities for SDOH integration and assessment in real-world data, with implications for pSRS development and validation for both clinical and healthcare utilization outcomes. pSRS presents unique opportunities to potentially improve traditional "clinical" models of CVD risk prediction. Future efforts should focus on fully utilizing available SDOH data in large epidemiological databases, testing pSRS efficacy in diverse population subgroups, and integrating pSRS into real-world clinical decision support systems to inform clinical care and advance cardiovascular health equity.

综述的目的:回顾现有的证据,讨论关键的知识差距,并确定开发、验证和应用多社会风险评分(pSRS)用于心血管疾病(CVD)风险预测和人群心血管健康管理的机会。最近发现:有限的现有证据表明,pSRS是捕获累积健康社会决定因素(SDOH)负担和改善传统风险因素之外的心血管疾病风险预测的有希望的工具。然而,可用的工具缺乏通用性,本质上是横断面的,或者不能全面评估SDOH领域的社会风险。大型人口数据库中现有的SDOH和临床风险因素数据在pSRS开发中未得到充分利用。机器学习和人工智能的最新进展为现实世界数据中的SDOH集成和评估提供了前所未有的机会,这对pSRS的开发和临床和医疗保健利用结果的验证具有重要意义。pSRS提供了独特的机会,可以潜在地改进传统的CVD风险预测的“临床”模型。未来的工作应集中在充分利用大型流行病学数据库中可用的SDOH数据,测试pSRS在不同人群亚组中的疗效,并将pSRS整合到现实世界的临床决策支持系统中,为临床护理提供信息,促进心血管健康公平。
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引用次数: 0
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