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Discovering Distinct Phenotypical Clusters in Heart Failure Across the Ejection Fraction Spectrum: a Systematic Review. 在射血分数谱中发现心力衰竭的独特表型簇:一项系统综述。
IF 3.8 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-10-01 Epub Date: 2023-07-21 DOI: 10.1007/s11897-023-00615-z
Claartje Meijs, M Louis Handoko, Gianluigi Savarese, Robin W M Vernooij, Ilonca Vaartjes, Amitava Banerjee, Stefan Koudstaal, Jasper J Brugts, Folkert W Asselbergs, Alicia Uijl

Review purpose: This systematic review aims to summarise clustering studies in heart failure (HF) and guide future clinical trial design and implementation in routine clinical practice.

Findings: 34 studies were identified (n = 19 in HF with preserved ejection fraction (HFpEF)). There was significant heterogeneity invariables and techniques used. However, 149/165 described clusters could be assigned to one of nine phenotypes: 1) young, low comorbidity burden; 2) metabolic; 3) cardio-renal; 4) atrial fibrillation (AF); 5) elderly female AF; 6) hypertensive-comorbidity; 7) ischaemic-male; 8) valvular disease; and 9) devices. There was room for improvement on important methodological topics for all clustering studies such as external validation and transparency of the modelling process. The large overlap between the phenotypes of the clustering studies shows that clustering is a robust approach for discovering clinically distinct phenotypes. However, future studies should invest in a phenotype model that can be implemented in routine clinical practice and future clinical trial design. HF = heart failure, EF = ejection fraction, HFpEF = heart failure with preserved ejection fraction, HFrEF = heart failure with reduced ejection fraction, CKD = chronic kidney disease, AF = atrial fibrillation, IHD = ischaemic heart disease, CAD = coronary artery disease, ICD = implantable cardioverter-defibrillator, CRT = cardiac resynchronization therapy, NT-proBNP = N-terminal pro b-type natriuretic peptide, BMI = Body Mass Index, COPD = Chronic obstructive pulmonary disease.

综述目的:本系统综述旨在总结心力衰竭(HF)的聚类研究,并指导未来临床试验的设计和实施。研究结果:确定了34项研究(n = 射血分数(HFpEF)保留的HF中的19)。变量和使用的技术具有显著的异质性。然而,149/165个描述的聚类可以被分配到九种表型之一:1)年轻、低共病负担;2) 代谢;3) 心肾;4) 心房颤动;5) 老年女性房颤;6) 高血压合并症;7) 缺血性男性;8) 瓣膜病;以及9)设备。所有聚类研究的重要方法论主题都有改进的空间,例如外部验证和建模过程的透明度。聚类研究的表型之间有很大的重叠,这表明聚类是发现临床上不同表型的一种稳健方法。然而,未来的研究应该投资于表型模型,该模型可以在常规临床实践和未来的临床试验设计中实施。HF = 心力衰竭 = 射血分数 = 射血分数保留的心力衰竭 = 射血分数降低的心力衰竭 = 慢性肾脏疾病 = 心房颤动 = 缺血性心脏病 = 冠状动脉疾病 = 植入式心律转复除颤器 = 心脏再同步化治疗 = N-末端前b-型钠尿肽 = 体重指数,COPD = 慢性阻塞性肺病。
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引用次数: 0
Novel Therapeutic Strategies in Heart Failure in Adult Congenital Heart Disease: of Medicines and Devices. 成人先天性心脏病心力衰竭的新治疗策略:药物和器械。
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-10-01 Epub Date: 2023-08-16 DOI: 10.1007/s11897-023-00621-1
Sumeet Vaikunth, Swethika Sundaravel, Joshua Saef, Juan Ortega-Legaspi

Purpose of review: This paper reviews the latest literature on the growing field of heart failure in the adult congenital heart disease population.

Recent findings: After highlighting the increasing prevalence and a few of the unique potential causes, including the concept of early senescence, this review begins with novel medical management strategies such as the angiotensin II receptor blocker and neprilysin inhibitors and sodium glucose cotransporter-2 inhibitors. Then, it addresses the latest applications of percutaneous techniques like implantable hemodynamic monitoring, transcatheter pulmonary and aortic valve replacement, and mitral clips. Cardiac resynchronization therapy and novel lymphatic system imaging and intervention are then described. Finally, the use of mechanical support devices, temporary and durable, is discussed as well as heart and combined heart and liver transplantation. There have been recent exciting advances in the strategies used to manage adult congenital heart disease patients with heart failure. As this population continues to grow, it is likely we will see further rapid evolution in this field.

综述目的:本文综述了成人先天性心脏病人群心力衰竭增长领域的最新文献。最近的发现:在强调了发病率的增加和一些独特的潜在原因(包括早衰的概念)后,这篇综述从新的医疗管理策略开始,如血管紧张素II受体阻滞剂和奈普赖氨酸抑制剂以及钠-葡萄糖协同转运蛋白-2抑制剂。然后,它介绍了经皮技术的最新应用,如植入式血液动力学监测、经导管肺动脉瓣和主动脉瓣置换术以及二尖瓣夹。然后介绍了心脏再同步治疗和新型淋巴系统成像和干预。最后,讨论了临时和耐用的机械支撑装置的使用,以及心脏移植和心肝联合移植。在用于管理患有心力衰竭的成人先天性心脏病患者的策略方面,最近取得了令人兴奋的进展。随着人口的持续增长,我们很可能会看到这一领域的进一步快速发展。
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引用次数: 1
Electronic Health Record Embedded Strategies for Improving Care of Patients With Heart Failure. 电子健康记录嵌入式策略改善心力衰竭患者的护理。
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 DOI: 10.1007/s11897-023-00614-0
Michael A Fuery, Bashar Kadhim, Marc D Samsky, James V Freeman, Katherine Clark, Nihar R Desai, Francis P Wilson, Treeny Ahmed, Tariq Ahmad

Purpose: A majority of clinical decisions use the electronic health record (EHR) and there is an unmet need to use its capability to help providers to make evidence-based decisions that improve care for heart failure patients. These electronic nudges are rooted in the human psychology of decision-making and often target specific cognitive biases. This review outlines the development of novel EHR nudges and specific lessons learned from each experience to inform the development of future interventions.

Recent findings: There have been several randomized clinical trials examining the impact of EHR alerts on quality of care for heart failure patients. These interventions have targeted both clinicians and patients. There are features of each trial that inform best practices and future directions for EHR nudges. Recent clinical trials have demonstrated that some EHR alerts can improve care for heart failure patients. These trials utilized default options, involved clinicians in the alert design process, provided actionable recommendations, and aimed to minimize disruptions to typical workflow. Alerts aimed at improving care should be examined in a randomized fashion in order to evaluate their impact on clinician satisfaction and patient care.

目的:大多数临床决策使用电子健康记录(EHR),利用其能力帮助提供者做出基于证据的决策,改善对心力衰竭患者的护理,这一需求尚未得到满足。这些电子推动根植于人类的决策心理,通常针对特定的认知偏见。本综述概述了新型电子病历推动措施的发展以及从每次经验中吸取的具体教训,为未来干预措施的发展提供信息。最近的发现:有几项随机临床试验研究了电子病历警报对心力衰竭患者护理质量的影响。这些干预措施针对的是临床医生和患者。每个试验都有一些特点,为电子病历推动的最佳实践和未来方向提供了信息。最近的临床试验表明,一些电子病历警报可以改善对心力衰竭患者的护理。这些试验使用默认选项,让临床医生参与警报设计过程,提供可操作的建议,旨在最大限度地减少对典型工作流程的干扰。旨在改善护理的警报应以随机方式进行检查,以评估其对临床医生满意度和患者护理的影响。
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引用次数: 0
Pathophysiology and Treatment Opportunities of Iron Deficiency in Heart Failure: Is There a Need for Further Trials? 心力衰竭缺铁的病理生理学和治疗机会:是否需要进一步的试验?
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 Epub Date: 2023-07-10 DOI: 10.1007/s11897-023-00611-3
Michał Tkaczyszyn, Marat Fudim, Piotr Ponikowski, Jan Biegus

Purpose of review: Iron deficiency (ID) complicates heart failure (HF) at different stages of the natural history of the disease; however, this frequent comorbidity is still not comprehensively understood and investigated in terms of pathophysiology. Intravenous iron therapy with ferric carboxymaltose (FCM) should be considered to improve the quality of life, exercise capacity, and symptoms in stable HF with ID, as well as to reduce HF hospitalizations in iron-deficient patients stabilized after an episode of acute HF. The therapy with intravenous iron, however, continues to generate important clinical questions for cardiologists.

Recent findings: In the current paper, we discuss the class effect concept for intravenous iron formulations beyond FCM, based on the experiences of nephrologists who administer different intravenous iron formulations in advanced chronic kidney disease complicated with ID and anemia. Furthermore, we discuss the neutral effects of oral iron therapy in patients with HF, because there are still some reasons to further explore this route of supplementation. The different definitions of ID applied in HF studies and new doubts regarding possible interactions of intravenous iron with sodium-glucose co-transporter type 2 inhibitors are also emphasized. The experiences of other medical specializations may provide new information on how to optimally replenish iron in patients with HF and ID.

综述的目的:在疾病自然史的不同阶段,缺铁(ID)使心力衰竭(HF)复杂化;然而,这种常见的合并症在病理生理学方面还没有得到全面的理解和研究。应考虑使用羧麦芽糖铁(FCM)进行静脉铁治疗,以改善ID稳定型心衰患者的生活质量、运动能力和症状,并减少急性心衰发作后稳定的缺铁患者的心衰住院人数。然而,静脉铁治疗仍给心脏病学家带来重要的临床问题。最近的发现:在当前的论文中,我们讨论了FCM之外的静脉注射铁制剂的类别效应概念,基于肾科医生在晚期慢性肾脏疾病合并ID和贫血中使用不同静脉注射铁配方的经验。此外,我们还讨论了口服铁治疗HF患者的中性效果,因为仍有一些理由进一步探索这种补充途径。还强调了HF研究中应用的ID的不同定义,以及对静脉注射铁与钠-葡萄糖共转运蛋白2型抑制剂可能相互作用的新怀疑。其他医学专业的经验可能会为HF和ID患者如何最佳补充铁提供新的信息。
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引用次数: 0
Medical Management of Right Ventricular Dysfunction in Pulmonary Arterial Hypertension. 肺动脉高压右心室功能障碍的医学处理。
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 DOI: 10.1007/s11897-023-00612-2
Annalisa Caputo, Silvia Papa, Giovanna Manzi, Domenico Laviola, Tommaso Recchioni, Paolo Severino, Carlo Lavalle, Viviana Maestrini, Massimo Mancone, Roberto Badagliacca, Carmine Dario Vizza

Purpose of review: The purpose of this review is to overview the most relevant and recent knowledge regarding medical management in pulmonary arterial hypertension (PAH).

Recent findings: Evidence has shown that PAH patients' quality of life and prognosis depend on the capability of the RV to adapt to increased afterload and to fully recover in response to substantially reduced pulmonary vascular resistance obtained with medical therapy. Data from recent clinical studies show that more aggressive treatment strategies, especially in higher risk categories, determine larger afterload reductions, consequentially increasing the probability of achieving right heart reverse remodeling, therefore improving the patients' survival and quality of life. Remarkable progress has been observed over the past decades in the medical treatment of PAH, related to the development of drugs that target multiple biological pathways, strategies for earlier and more aggressive treatment interventions. New hopes for treatment of patients who are unable to achieve low-risk status have been derived from the phase 2 trial PULSAR and the phase 3 trial STELLAR, which show improvement in the hemodynamic status of patients treated with sotatercept on top of background therapy. Promising results are expected from several ongoing clinical trials targeting new pathways involved in the pathophysiology of PAH.

综述目的:本综述的目的是综述肺动脉高压(PAH)医疗管理的最新相关知识。最近发现:有证据表明,PAH患者的生活质量和预后取决于右心室适应后负荷增加的能力,以及在药物治疗显著降低肺血管阻力后完全恢复的能力。最近的临床研究数据表明,更积极的治疗策略,特别是在高风险类别中,确定更大的后负荷减少,从而增加实现右心反向重构的可能性,从而提高患者的生存和生活质量。在过去的几十年里,多环芳烃的医学治疗已经取得了显著的进展,涉及到针对多种生物途径的药物的开发,以及早期和更积极的治疗干预策略。2期试验PULSAR和3期试验STELLAR为无法达到低风险状态的患者带来了新的治疗希望,这两项试验显示,在背景治疗的基础上,接受sotaterept治疗的患者血液动力学状态得到改善。一些正在进行的针对多环芳烃病理生理新途径的临床试验有望取得可喜的结果。
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引用次数: 0
Sex-Related Differences in Heart Failure Diagnosis. 心力衰竭诊断的性别差异
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 DOI: 10.1007/s11897-023-00609-x
Daniela Maidana, Clara Bonanad, Carolina Ortiz-Cortés, Andrea Arroyo-Álvarez, Guillermo Barreres-Martín, Carles Muñoz-Alfonso, Eva Maicas-Alcaine, Cristina García-Pérez, Andrea Aparici-Redal, Victòria Freitas-Durks, Alberto Esteban-Fernández

Purpose of review: The literature on the importance of sex in heart failure diagnosis is scarce. This review aims to summarize current knowledge on sex differences regarding the diagnosis of heart failure.

Recent findings: Comorbidities are frequent in patients with heart failure, and their prevalence differs between sexes; some differences in symptomatology and diagnostic imaging techniques were also found. Biomarkers also usually show differences between sexes but are not significant enough to establish sex-specific ranges. This article outlines current information related to sex differences in HF diagnosis. Research in this field remains to be done. Maintaining a high diagnostic suspicion, actively searching for the disease, and considering the sex is relevant for early diagnosis and better prognosis. In addition, more studies with equal representation are needed.

回顾目的:关于性别在心力衰竭诊断中的重要性的文献很少。这篇综述旨在总结目前关于心力衰竭诊断的性别差异的知识。近期研究发现:心力衰竭患者常见合并症,其患病率因性别而异;在症状学和诊断成像技术上也发现了一些差异。生物标志物通常也显示出性别之间的差异,但不足以建立性别特异性范围。这篇文章概述了目前有关心衰诊断中的性别差异的信息。这方面的研究还有待进行。保持高度的诊断怀疑,积极寻找疾病,并考虑性别与早期诊断和更好的预后有关。此外,还需要更多具有平等代表性的研究。
{"title":"Sex-Related Differences in Heart Failure Diagnosis.","authors":"Daniela Maidana,&nbsp;Clara Bonanad,&nbsp;Carolina Ortiz-Cortés,&nbsp;Andrea Arroyo-Álvarez,&nbsp;Guillermo Barreres-Martín,&nbsp;Carles Muñoz-Alfonso,&nbsp;Eva Maicas-Alcaine,&nbsp;Cristina García-Pérez,&nbsp;Andrea Aparici-Redal,&nbsp;Victòria Freitas-Durks,&nbsp;Alberto Esteban-Fernández","doi":"10.1007/s11897-023-00609-x","DOIUrl":"https://doi.org/10.1007/s11897-023-00609-x","url":null,"abstract":"<p><strong>Purpose of review: </strong>The literature on the importance of sex in heart failure diagnosis is scarce. This review aims to summarize current knowledge on sex differences regarding the diagnosis of heart failure.</p><p><strong>Recent findings: </strong>Comorbidities are frequent in patients with heart failure, and their prevalence differs between sexes; some differences in symptomatology and diagnostic imaging techniques were also found. Biomarkers also usually show differences between sexes but are not significant enough to establish sex-specific ranges. This article outlines current information related to sex differences in HF diagnosis. Research in this field remains to be done. Maintaining a high diagnostic suspicion, actively searching for the disease, and considering the sex is relevant for early diagnosis and better prognosis. In addition, more studies with equal representation are needed.</p>","PeriodicalId":10830,"journal":{"name":"Current Heart Failure Reports","volume":"20 4","pages":"254-262"},"PeriodicalIF":0.0,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10602237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Growth Differentiation Factor 15 (GDF-15), a New Biomarker in Heart Failure Management. 生长分化因子15 (GDF-15):心力衰竭治疗的新生物标志物
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 DOI: 10.1007/s11897-023-00610-4
Khalid Sawalha, Nicholas B Norgard, Betty M Drees, Angel López-Candales

The emergence of biomarkers across medicine's subspecialties continues to evolve. In essence, a biomarker is a biological observation that clearly substitutes a clinical endpoint or intermediate outcome not only are more difficult to observe but also, biomarkers are easier, less expensive and could be measured over shorter periods. In general, biomarkers are versatile and not only used for disease screening and diagnosis but, most importantly, for disease characterization, monitoring, and determination of prognosis as well as individualized therapeutic responses. Obviously, heart failure (HF) is no exception to the use of biomarkers. Currently, natriuretic peptides are the most used biomarkers for both diagnosis and prognostication, while their role in the monitoring of treatment is still debatable. Although several other new biomarkers are currently under investigation regarding diagnosis and determination of prognosis, none of them are specific for HF, and none are recommended for routine clinical use at present. However, among these emerging biomarkers, we would like to highlight the potential for growth differentiation factor (GDF)-15 as a plausible new biomarker that could be helpful in providing prognostic information regarding HF morbidity and mortality.

生物标志物的出现在医学的亚专业中不断发展。从本质上讲,生物标志物是一种明显替代临床终点或中间结果的生物学观察,不仅更难观察,而且生物标志物更容易,更便宜,可以在更短的时间内测量。一般来说,生物标志物是多功能的,不仅用于疾病筛查和诊断,而且最重要的是用于疾病表征、监测和确定预后以及个体化治疗反应。显然,心力衰竭(HF)也不例外,可以使用生物标志物。目前,利钠肽是诊断和预测最常用的生物标志物,但其在治疗监测中的作用仍存在争议。虽然目前正在研究其他几种新的生物标志物,用于诊断和确定预后,但它们都不是针对心衰的,目前也没有推荐用于常规临床应用。然而,在这些新兴的生物标志物中,我们想强调生长分化因子(GDF)-15作为一种可能的新生物标志物的潜力,它可能有助于提供有关HF发病率和死亡率的预后信息。
{"title":"Growth Differentiation Factor 15 (GDF-15), a New Biomarker in Heart Failure Management.","authors":"Khalid Sawalha,&nbsp;Nicholas B Norgard,&nbsp;Betty M Drees,&nbsp;Angel López-Candales","doi":"10.1007/s11897-023-00610-4","DOIUrl":"https://doi.org/10.1007/s11897-023-00610-4","url":null,"abstract":"<p><p>The emergence of biomarkers across medicine's subspecialties continues to evolve. In essence, a biomarker is a biological observation that clearly substitutes a clinical endpoint or intermediate outcome not only are more difficult to observe but also, biomarkers are easier, less expensive and could be measured over shorter periods. In general, biomarkers are versatile and not only used for disease screening and diagnosis but, most importantly, for disease characterization, monitoring, and determination of prognosis as well as individualized therapeutic responses. Obviously, heart failure (HF) is no exception to the use of biomarkers. Currently, natriuretic peptides are the most used biomarkers for both diagnosis and prognostication, while their role in the monitoring of treatment is still debatable. Although several other new biomarkers are currently under investigation regarding diagnosis and determination of prognosis, none of them are specific for HF, and none are recommended for routine clinical use at present. However, among these emerging biomarkers, we would like to highlight the potential for growth differentiation factor (GDF)-15 as a plausible new biomarker that could be helpful in providing prognostic information regarding HF morbidity and mortality.</p>","PeriodicalId":10830,"journal":{"name":"Current Heart Failure Reports","volume":"20 4","pages":"287-299"},"PeriodicalIF":0.0,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10236410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Management of Ventricular Arrhythmias in Heart Failure. 心力衰竭患者室性心律失常的处理。
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 DOI: 10.1007/s11897-023-00608-y
Sara Vázquez-Calvo, Ivo Roca-Luque, Till F Althoff

Purpose of review: Despite substantial progress in medical and device-based heart failure (HF) therapy, ventricular arrhythmias (VA) and sudden cardiac death (SCD) remain a major challenge. Here we review contemporary management of VA in the context of HF with one particular focus on recent advances in imaging and catheter ablation.

Recent findings: Besides limited efficacy of antiarrhythmic drugs (AADs), their potentially life-threatening side effects are increasingly acknowledged. On the other hand, with tremendous advances in catheter technology, electroanatomical mapping, imaging, and understanding of arrhythmia mechanisms, catheter ablation has evolved into a safe, efficacious therapy. In fact, recent randomized trials support early catheter ablation, demonstrating superiority over AAD. Importantly, CMR imaging with gadolinium contrast has emerged as a central tool for the management of VA complicating HF: CMR is not only essential for an accurate diagnosis of the underlying entity and subsequent treatment decisions, but also improves risk stratification for SCD prevention and patient selection for ICD therapy. Finally, 3-dimensional characterization of arrhythmogenic substrate by CMR and imaging-guided ablation approaches substantially enhance procedural safety and efficacy. VA management in HF patients is highly complex and should be addressed in a multidisciplinary approach, preferably at specialized centers. While recent evidence supports early catheter ablation of VA, an impact on mortality remains to be demonstrated. Moreover, risk stratification for ICD therapy may have to be reconsidered, taking into account imaging, genetic testing, and other parameters beyond left ventricular function.

综述目的:尽管医疗和基于器械的心力衰竭(HF)治疗取得了实质性进展,但室性心律失常(VA)和心源性猝死(SCD)仍然是一个主要挑战。在这里,我们回顾了在心衰背景下室性心律失常的当代管理,特别关注成像和导管消融的最新进展。最近的研究发现:除了抗心律失常药物(AADs)有限的疗效外,它们潜在的危及生命的副作用越来越被人们所认识。另一方面,随着导管技术、电解剖制图、成像和对心律失常机制的理解的巨大进步,导管消融已经发展成为一种安全、有效的治疗方法。事实上,最近的随机试验支持早期导管消融,表明其优于AAD。重要的是,CMR成像与钆造影剂已经成为管理VA合并HF的核心工具:CMR不仅对潜在实体的准确诊断和随后的治疗决策至关重要,而且还可以改善SCD预防和患者选择ICD治疗的风险分层。最后,通过CMR和成像引导消融方法对心律失常底物进行三维表征,大大提高了手术的安全性和有效性。心衰患者的房颤管理非常复杂,应采用多学科方法,最好在专门的中心进行。虽然最近的证据支持早期导管消融术,但对死亡率的影响仍有待证实。此外,可能需要重新考虑ICD治疗的风险分层,考虑影像学、基因检测和左心室功能以外的其他参数。
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引用次数: 0
The Heart and Artificial Intelligence-How Can We Improve Medicine Without Causing Harm. 心脏和人工智能——我们如何在不造成伤害的情况下改进医学。
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 DOI: 10.1007/s11897-023-00606-0
Christoph Reich, Benjamin Meder

Purpose of review: The introduction of Artificial Intelligence into the healthcare system offers enormous opportunities for biomedical research, the improvement of patient care, and cost reduction in high-end medicine. Digital concepts and workflows are already playing an increasingly important role in cardiology. The fusion of computer science and medicine offers great transformative potential and enables enormous acceleration processes in cardiovascular medicine.

Recent findings: As medical data becomes smart, it is also becoming more valuable and vulnerable to malicious actors. In addition, the gap between what is technically possible and what is allowed by privacy legislation is growing. Principles of the General Data Protection Regulation that have been in force since May 2018, such as transparency, purpose limitation, and data minimization, seem to hinder the development and use of Artificial Intelligence. Concepts to secure data integrity and incorporate legal and ethical principles can help to avoid the potential risks of digitization and may result in an European leadership in regard to privacy protection and AI. The following review provides an overview of relevant aspects of Artificial Intelligence and Machine Learning, highlights selected applications in cardiology, and discusses central ethical and legal considerations.

综述目的:将人工智能引入医疗保健系统,为生物医学研究、改善患者护理和降低高端医疗成本提供了巨大的机会。数字概念和工作流程已经在心脏病学中发挥着越来越重要的作用。计算机科学和医学的融合提供了巨大的变革潜力,并使心血管医学的进程大大加速。最近的发现:随着医疗数据变得越来越智能,它也变得越来越有价值,也越来越容易受到恶意行为者的攻击。此外,技术上可行和隐私立法允许之间的差距正在扩大。自2018年5月起生效的《通用数据保护条例》的原则,如透明度、目的限制和数据最小化,似乎阻碍了人工智能的发展和使用。确保数据完整性并纳入法律和道德原则的概念有助于避免数字化的潜在风险,并可能导致欧洲在隐私保护和人工智能方面处于领先地位。以下综述概述了人工智能和机器学习的相关方面,重点介绍了在心脏病学中的应用,并讨论了核心的伦理和法律问题。
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引用次数: 1
Non-Alcoholic Fatty Liver Disease as an Emerging Risk Factor for Heart Failure. 非酒精性脂肪肝是心力衰竭的一个新的危险因素。
Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-08-01 Epub Date: 2023-07-04 DOI: 10.1007/s11897-023-00613-1
Riccardo M Inciardi, Alessandro Mantovani, Giovanni Targher

Purpose of the review: Non-alcoholic fatty liver disease (NAFLD) and heart failure (HF) are two chronic diseases that have become important global public health problems. This narrative review provides a comprehensive overview of the association between NAFLD and increased risk of new-onset HF, briefly discusses the putative biological mechanisms linking these two conditions, and summarizes targeted pharmacotherapies for NAFLD that might also beneficially affect cardiac complications leading to new-onset HF.

Recent findings: Recent observational cohort studies supported a significant association between NAFLD and the long-term risk of new-onset HF. Notably, this risk remained statistically significant even after adjustment for age, sex, ethnicity, adiposity measures, pre-existing type 2 diabetes and other common cardiometabolic risk factors. In addition, the risk of incident HF was further increased with more advanced liver disease, especially with higher severity of liver fibrosis. There are multiple potential pathophysiological mechanisms by which NAFLD (especially in its more advanced forms) may increase the risk of new-onset HF. Because of the strong link existing between NAFLD and HF, more careful surveillance of these patients will be needed. However, further prospective and mechanistic studies are required to better decipher the existing but complex link between NAFLD and risk of new-onset HF.

综述目的:非酒精性脂肪肝(NAFLD)和心力衰竭(HF)是两种已成为全球重要公共卫生问题的慢性疾病。这篇叙述性综述全面概述了NAFLD与新发HF风险增加之间的关系,简要讨论了将这两种情况联系起来的假定生物学机制,并总结了NAFLD的靶向药物治疗,这些药物治疗也可能有益于影响导致新发性HF的心脏并发症。最近的发现:最近的观察性队列研究支持NAFLD与新发性心衰的长期风险之间的显著关联。值得注意的是,即使在调整了年龄、性别、种族、肥胖指标后,这种风险仍然具有统计学意义,已有的2型糖尿病和其他常见的心脏代谢风险因素。此外,随着肝病的进展,发生HF的风险进一步增加,尤其是肝纤维化的严重程度越高。NAFLD(尤其是更晚期的NAFLD)可能会增加新发HF的风险,这有多种潜在的病理生理机制。由于NAFLD和HF之间存在着密切的联系,需要对这些患者进行更仔细的监测。然而,需要进一步的前瞻性和机制研究来更好地解读NAFLD与新发HF风险之间现有但复杂的联系。
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引用次数: 0
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Current Heart Failure Reports
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