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Diagnostic and therapeutic practice for HFpEF across continents and regions: An international survey. 各大洲和地区的高频心衰诊断和治疗实践:一项国际调查。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-10-01 DOI: 10.1002/ehf2.15084
Inga J Ingimarsdóttir, Julie K K Vishram-Nielsen, Hafsteinn Einarsson, Sidney Goldfeder, Nathan Mewton, Anders Barasa, Carmen Basic, Marish I F J Oerlemans, David Niederseer, Anastasia Shchendrygina, Finn Gustafsson, Frank Ruschitzka, Keisuke Kida, Dania Mohty, Rolland R Rakotonoel, Han Naung Tun, Thórdís J Hrafnkelsdóttir, Clara Saldarriaga

Aims: This study aims to evaluate the worldwide variations in the diagnosis and treatment of heart failure with preserved ejection fraction (HFpEF), using an HF survey distributed internationally to physicians, including both cardiologists and non-cardiologists.

Methods and results: A group of HF specialists designed an independent, academic web-based survey focusing on HFpEF care and diagnosis, which was distributed via scientific societies and various social networks between 1 May 2023 and 1 July 2023. The survey included 1459 physicians (1242 cardiologists and 217 non-cardiologists) from 91 countries, with a mean age of 42 (34-49) years and 61% male. Most physicians (89.2%) defined HFpEF as left ventricular ejection fraction ≥50%. Significant regional variations were observed in HFpEF management (P < 0.001 for all comparisons unless stated otherwise). Cardiologists managed 63.1% of HFpEF patients overall, with significant variability across regions (P < 0.001). The estimated HFpEF prevalence was highest in Eastern Asia and Western Europe and lowest in Africa and South America. Diagnostic practices varied: natriuretic peptide use ranged from 70%-74% in Africa to 95%-97% in Southern/Western Europe. Echocardiographic parameters showed regional differences, with diastolic stress testing used most in South-Eastern Asia (47% vs. 13-36% elsewhere). HFpEF scoring systems were most common in South-Eastern Asia (78%) and least in Africa (30.1%). Coronary artery disease screening approaches differed, with Eastern Asian physicians more likely to always perform routine angiograms (52%) compared with Northern Europeans (12%). Treatment preferences also varied regionally. Sodium glucose co-transporter-2 inhibitors (SGLT2i) was the preferred first-line treatment (45%-70% across regions), followed by diuretics. In an ideal setting, 52% would primarily use SGLT2i, 33% loop diuretics, and 22% beta-blockers. Drug availability differed significantly: SGLT2i was most available (88% overall), while ARNI was least available (61%). South America and Middle Eastern/Northern Africa reported lower availability of guideline-directed therapies. Multidisciplinary HF programmes were most common in Asia (70%) and least in Africa (24%). The perceived benefit of atrial flow regulator devices also showed significant regional differences.

Conclusions: There are considerable global variations in the diagnosis and management of HFpEF. Most physicians favour SGLT2i despite regional disparities in health care resources and guideline adherence. Harmonized practices and improved access to comprehensive care can enhance outcomes of HFpEF patients worldwide.

目的:本研究旨在通过向包括心脏病专家和非心脏病专家在内的国际医生发放高频调查问卷,评估射血分数保留型心力衰竭(HFpEF)在诊断和治疗方面的全球差异:一组高血压专家设计了一项独立的、基于网络的学术调查,重点关注 HFpEF 的护理和诊断,该调查于 2023 年 5 月 1 日至 2023 年 7 月 1 日期间通过科学协会和各种社交网络发布。调查对象包括来自 91 个国家的 1459 名医生(1242 名心脏病专家和 217 名非心脏病专家),平均年龄为 42(34-49)岁,61% 为男性。大多数医生(89.2%)将 HFpEF 定义为左心室射血分数≥50%。在 HFpEF 的管理方面观察到显著的地区差异(P 结论:HFpEF 的管理在全球范围内存在很大差异:全球对 HFpEF 的诊断和管理存在相当大的差异。尽管各地区在医疗资源和指南遵守方面存在差异,但大多数医生仍倾向于使用 SGLT2i。统一诊疗规范和改善综合治疗可提高全球 HFpEF 患者的治疗效果。
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引用次数: 0
Prognostic value of hypoxaemic burden from overnight oximetry in heart failure with preserved ejection fraction. 通过隔夜血氧饱和度测量得出的射血分数保留型心力衰竭患者低氧血症负担的预后价值。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-10-27 DOI: 10.1002/ehf2.15116
Sanne G J Mourmans, Jerremy Weerts, Mathias Baumert, Arantxa Barandiarán Aizpurua, Anouk Achten, Christian Knackstedt, Dominik Linz, Vanessa P M van Empel

Aims: Nocturnal hypoxaemic burden, quantified as time spent with oxygen saturation below 90% (T90), is an established independent predictor of mortality in heart failure (HF) with reduced ejection fraction. The prognostic value of T90 in HF with preserved ejection fraction (HFpEF) is unknown. This study aims to determine the association of T90 with adverse outcomes in HFpEF.

Methods and results: One hundred twenty-six patients prospectively included from our specialised HFpEF outpatient clinic underwent ambulatory home sleep monitoring to obtain oximetry data, including T90. We investigated the association between T90 and a composite endpoint of HF hospitalisations or all-cause mortality. Nocturnal hypoxaemic burden in this HFpEF population was high, with a median T90 of 13.7 min. In only 10 patients (7.9%), oxygen saturation was at no time point below 90%. After median 34 months [IQR 18.4-52.0] of follow-up, 32 patients (25%) reached the composite endpoint. T90 was significantly associated with the composite endpoint, also after adjusting for potential confounders (HR 1.004 (95% CI 1.001-1.007, P = 0.019) per 1 min T90 increase or HR 1.265 (95% CI 1.061-1.488) per 1 h T90 increase). Patients with HFpEF in the highest T90 tertile (T90 ≥ 31.4 min) had a significantly higher event rate compared to patients in the lowest two T90 tertiles, with 19 (45%) versus 13 (15%) events, respectively (P < 0.001).

Conclusions: Nocturnal hypoxaemic burden is an independent prognostic marker for the composite of HF hospitalisations or all-cause mortality in HFpEF. Whether reduction of T90 improves the prognosis of patients with HFpEF warrants further research.

目的:夜间低氧血症负担(量化为血氧饱和度低于 90% 的时间(T90))是预测射血分数降低型心力衰竭(HF)患者死亡率的独立指标。T90对射血分数保留型心力衰竭(HFpEF)的预后价值尚不清楚。本研究旨在确定 T90 与 HFpEF 不良预后的关系:我们的 HFpEF 专科门诊前瞻性地纳入了 126 名患者,这些患者接受了非卧床家庭睡眠监测,以获得包括 T90 在内的血氧饱和度数据。我们研究了 T90 与高血压住院或全因死亡率复合终点之间的关联。高频低氧血症患者的夜间低氧血症负担很重,T90 的中位数为 13.7 分钟。只有 10 名患者(7.9%)的血氧饱和度在任何时间点都不低于 90%。经过中位 34 个月[IQR 18.4-52.0] 的随访,32 名患者(25%)达到了综合终点。同样在调整了潜在的混杂因素后,T90 与综合终点有明显的相关性(T90 每增加 1 分钟 HR 1.004(95% CI 1.001-1.007,P = 0.019),或 T90 每增加 1 小时 HR 1.265(95% CI 1.061-1.488))。T90最高三分位数(T90≥31.4 分钟)的 HFpEF 患者与 T90 最低两个三分位数的患者相比,事件发生率明显更高,分别为 19 例(45%)和 13 例(15%)(P 结论:T90最高三分位数(T90≥31.4 分钟)的 HFpEF 患者与 T90 最低两个三分位数的患者相比,事件发生率明显更高,分别为 19 例(45%)和 13 例(15%):夜间低氧血症负担是心房颤动低氧血症患者综合心房颤动住院或全因死亡率的独立预后指标。减少 T90 是否能改善 HFpEF 患者的预后还需要进一步研究。
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引用次数: 0
Safety and efficacy of up to 60 h of iv istaroxime in pre-cardiogenic shock patients: Design of the SEISMiC trial. 心源性休克前期患者使用长达 60 小时的伊沙洛肟的安全性和有效性:SEISMiC试验的设计。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-10-07 DOI: 10.1002/ehf2.15102
Jan Biegus, Alexander Mebazaa, Marco Metra, Matteo Pagnesi, Ovidiu Chioncel, Beth Davison, Gerasimos Filippatos, Agnieszka Tycińska, Maria Novosadova, Gaurav Gulati, Marianela Barros, Maria Luz Diaz, Carlos Guardia, Robert Zymliński, Piotr Gajewski, Piotr Ponikowski, Phillip Simmons, Steven Simonson, Gad Cotter

Aims: Cardiogenic shock (CS) is linked to high morbidity and mortality rates, posing a challenge for clinicians. Interventions to improve tissue perfusion and blood pressure are crucial to prevent further deterioration. Unfortunately, current inotropes, which act through adrenergic receptor stimulation, are associated with malignant arrhythmias and poorer outcomes. Due to its unique mechanism of action, istaroxime should improve haemodynamics without adrenergic overactivation. The SEISMiC study is designed to examine the safety and efficacy (haemodynamic effect) of istaroxime administrated in pre-CS patients.

Methods and results: The SEISMiC study is a multinational, multicentre, randomized, double-blind, placebo-controlled safety and efficacy study with two parts (A and B). The study enrols patients hospitalized for decompensated heart failure (pre-CS, not related to myocardial ischaemia) with persistent hypotension [systolic blood pressure (SBP) 70-100 mmHg for at least 2 h] and clinically confirmed congestion, NT-proBNP ≥1400 pg/mL, and LVEF≤40%. Subjects must not have taken intravenous (iv) vasopressors, inotropes or digoxin in the past 6 h. Eligible patients are randomized to receive IV infusion of istaroxime (different doses and regimens in Parts A and B) or placebo for up to 60 h. Central haemodynamics, ECG Holter monitoring, cardiac ultrasound and biomarkers are recorded at predefined time points during the trial. The study's primary efficacy endpoint is the SBP area under the curve from baseline curve from baseline to 6 and 24 h in the combined SEISMiC Parts A and B population. Key secondary efficacy endpoints include haemodynamic, laboratory and clinical measures in SEISMiC B alone in the combined SEISMiC A and B studies.

Conclusions: The study results will contribute to our understanding of the role of istaroxime in pre-CS patients and potentially provide insight into the drug's haemodynamic effects and safety in this population.

目的:心源性休克(CS)与高发病率和高死亡率有关,给临床医生带来了挑战。改善组织灌注和血压的干预措施对于防止病情进一步恶化至关重要。遗憾的是,目前通过刺激肾上腺素能受体发挥作用的肌力药物与恶性心律失常和较差的预后有关。由于其独特的作用机制,伊塔肟应能在不过度激活肾上腺素能的情况下改善血液动力学。SEISMiC 研究旨在检查伊沙洛肟在先心病患者中应用的安全性和有效性(血流动力学效应):SEISMiC 研究是一项多国、多中心、随机、双盲、安慰剂对照的安全性和有效性研究,分为两部分(A 和 B)。研究对象为因失代偿性心力衰竭(CS 前,与心肌缺血无关)住院、持续低血压[收缩压 (SBP) 70-100 mmHg 至少持续 2 小时]、临床证实充血、NT-proBNP ≥1400 pg/mL、LVEF≤40% 的患者。符合条件的患者将随机接受伊沙洛肟静脉输注(A 部分和 B 部分采用不同剂量和方案)或安慰剂治疗长达 60 小时。在试验期间的预定时间点记录中心血流动力学、心电图 Holter 监测、心脏超声和生物标志物。研究的主要疗效终点是 SEISMiC A 部分和 B 部分合并人群从基线到 6 小时和 24 小时的 SBP 曲线下面积。主要次要疗效终点包括 SEISMiC A 和 B 联合研究中 SEISMiC B 单项的血流动力学、实验室和临床指标:研究结果将有助于我们了解伊沙洛肟在CS前期患者中的作用,并有可能让我们深入了解该药物在这一人群中的血流动力学效应和安全性。
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引用次数: 0
Delay in cardiology consultation after primary care physician referrals in heart failure: Clinical implications. 心力衰竭患者经初级保健医生转诊后延迟接受心脏科会诊:临床影响。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-10-17 DOI: 10.1002/ehf2.15101
Sergio Cinza-Sanjurjo, Alberto Cordero, Pilar Mazón-Ramos, Daniel Rey-Aldana, Oscar Otero García, Ines Gómez-Otero, Manuel Portela Romero, David Garcia-Vega, José R González-Juanatey

Aims: To investigate the association between the elapsed time to cardiology care following a primary care physician (PCP) referral and 1 year outcomes among patients with heart failure (HF).

Methods: Data from electronic medical records at our institution encompassing all PCP referrals to cardiology consultation from 2010 to 2021 (N = 68 518) were analysed. Of these, 6379 patients had a prior diagnosis of HF. Using a Cox regression model for hospitalization and mortality outcomes, the association between delay time in cardiology care post-PCP referral and 1 year outcomes was examined, adjusting for age, gender and comorbidities.

Results: A significant increase in 1 year mortality rates with delayed cardiology care was observed for each day: all-cause (0.25%), cardiovascular (CV) (0.13%) and HF (0.11%). In multivariate analysis, continuous delay to consultation was independently associated with higher risk of all-cause [hazard ratio (HR): 1.02; 95% confidence interval (CI) (1.01-1.02); P < 0.01], CV [1.01 (1.00-1.02); P < 0.01] and HF mortality (HR: 1.01; 95% CI 1.00-1.03; P < 0.01). Patients attended in the 25th quartile of time delay (<2 days) had significantly lower mortality and HF readmission rates [1.21 (1.10-1.33); P < 0.01] as compared with patients in the 75th quartile (>14 days).

Conclusions: Delay in cardiology assistance following a PCP referral among patients previously diagnosed with HF was associated with increased in all-cause, CV, and HF mortality at 1 year.

目的:研究初级保健医生(PCP)转诊后接受心脏病治疗的时间与心力衰竭(HF)患者一年后的预后之间的关系:方法: 分析了我院 2010 年至 2021 年期间所有初级保健医生转诊至心脏病科就诊的电子病历数据(N = 68 518)。其中,6379 名患者曾被诊断为高血压。在对年龄、性别和合并症进行调整后,利用住院和死亡结果的 Cox 回归模型,研究了初级保健医生转诊后接受心脏病治疗的延迟时间与 1 年结果之间的关系:结果:心脏科治疗延迟后,1 年的死亡率明显增加:全因(0.25%)、心血管(CV)(0.13%)和高血压(0.11%)。在多变量分析中,连续延迟就诊与较高的全因风险独立相关[危险比(HR):1.02;95% 置信区间(CI)(1.01-1.02);P 14 天]:结论:既往被诊断为心房颤动的患者在初级保健医生转诊后延迟接受心脏病治疗与一年后全因、冠心病和心房颤动死亡率的增加有关。
{"title":"Delay in cardiology consultation after primary care physician referrals in heart failure: Clinical implications.","authors":"Sergio Cinza-Sanjurjo, Alberto Cordero, Pilar Mazón-Ramos, Daniel Rey-Aldana, Oscar Otero García, Ines Gómez-Otero, Manuel Portela Romero, David Garcia-Vega, José R González-Juanatey","doi":"10.1002/ehf2.15101","DOIUrl":"10.1002/ehf2.15101","url":null,"abstract":"<p><strong>Aims: </strong>To investigate the association between the elapsed time to cardiology care following a primary care physician (PCP) referral and 1 year outcomes among patients with heart failure (HF).</p><p><strong>Methods: </strong>Data from electronic medical records at our institution encompassing all PCP referrals to cardiology consultation from 2010 to 2021 (N = 68 518) were analysed. Of these, 6379 patients had a prior diagnosis of HF. Using a Cox regression model for hospitalization and mortality outcomes, the association between delay time in cardiology care post-PCP referral and 1 year outcomes was examined, adjusting for age, gender and comorbidities.</p><p><strong>Results: </strong>A significant increase in 1 year mortality rates with delayed cardiology care was observed for each day: all-cause (0.25%), cardiovascular (CV) (0.13%) and HF (0.11%). In multivariate analysis, continuous delay to consultation was independently associated with higher risk of all-cause [hazard ratio (HR): 1.02; 95% confidence interval (CI) (1.01-1.02); P < 0.01], CV [1.01 (1.00-1.02); P < 0.01] and HF mortality (HR: 1.01; 95% CI 1.00-1.03; P < 0.01). Patients attended in the 25th quartile of time delay (<2 days) had significantly lower mortality and HF readmission rates [1.21 (1.10-1.33); P < 0.01] as compared with patients in the 75th quartile (>14 days).</p><p><strong>Conclusions: </strong>Delay in cardiology assistance following a PCP referral among patients previously diagnosed with HF was associated with increased in all-cause, CV, and HF mortality at 1 year.</p>","PeriodicalId":11864,"journal":{"name":"ESC Heart Failure","volume":" ","pages":"573-581"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11769604/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142460964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pulmonary hypertension associated with anomalous left coronary artery originating from the pulmonary artery. 肺动脉高压与源自肺动脉的左冠状动脉异常有关。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-09-23 DOI: 10.1002/ehf2.15094
Anqi Duan, Zhihua Huang, Zhihui Zhao, Qing Zhao, Qin Luo, Zhihong Liu
{"title":"Pulmonary hypertension associated with anomalous left coronary artery originating from the pulmonary artery.","authors":"Anqi Duan, Zhihua Huang, Zhihui Zhao, Qing Zhao, Qin Luo, Zhihong Liu","doi":"10.1002/ehf2.15094","DOIUrl":"10.1002/ehf2.15094","url":null,"abstract":"","PeriodicalId":11864,"journal":{"name":"ESC Heart Failure","volume":" ","pages":"717-722"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142307450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Letter to editor regarding the article 'Prediction of heart failure events based on physiologic sensor data'. 致编辑的信,内容涉及 "基于生理传感器数据预测心力衰竭事件 "一文。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-10-03 DOI: 10.1002/ehf2.15106
Hinpetch Daungsupawong, Viroj Wiwanitkit
{"title":"Letter to editor regarding the article 'Prediction of heart failure events based on physiologic sensor data'.","authors":"Hinpetch Daungsupawong, Viroj Wiwanitkit","doi":"10.1002/ehf2.15106","DOIUrl":"10.1002/ehf2.15106","url":null,"abstract":"","PeriodicalId":11864,"journal":{"name":"ESC Heart Failure","volume":" ","pages":"704"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142371255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictors of mortality by an artificial intelligence enhanced electrocardiogram model for cardiac amyloidosis. 通过人工智能增强型心电图模型预测心脏淀粉样变性的死亡率。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-08-31 DOI: 10.1002/ehf2.15061
Jennifer M Amadio, Martha Grogan, Eli Muchtar, Francisco Lopez-Jimenez, Zachi I Attia, Omar AbouEzzeddine, Grace Lin, Surendra Dasari, Suraj Kapa, Daniel D Borgeson, Paul A Friedman, Morie A Gertz, Dennis H Murphree, Angela Dispenzieri

Aims: We aim to determine if our previously validated, diagnostic artificial intelligence (AI) electrocardiogram (ECG) model is prognostic for survival among patients with cardiac amyloidosis (CA).

Methods: A total of 2533 patients with CA (1834 with light chain amyloidosis (AL), 530 with wild-type transthyretin amyloid protein (ATTRwt) and 169 with hereditary transthyretin amyloid (ATTRv)] were included. An amyloid AI ECG (A2E) score was calculated for each patient reflecting the likelihood of CA. CA stage was calculated using the European modification of the Mayo 2004 criteria for AL and Mayo stage for transthyretin amyloid (ATTR). Risk of death was modelled using Cox proportional hazards, and Kaplan-Meier was used to estimate survival.

Results: Median age of the cohort was 67 [inter-quartile ratio (IQR) 59, 74], and 71.6% were male. The median overall survival for the cohort was 35.6 months [95% confidence interval (CI) 32.3, 39.5]. For AL, ATTRwt and ATTRv, respectively, median survival was 22.9 (95% CI 19.2, 28.2), 47.2 (95% CI 43.4, 52.3) and 61.4 (95% CI 48.7, 75.9) months. On univariate analysis, an increasing A2E score was associated with more than a two-fold risk of all-cause death. On multivariable analysis, the A2E score retained its importance with a risk ratio of 2.0 (95% CI 1.58, 2.55) in the AL group and 2.7 (95% CI 1.81, 4.24) in the ATTR group.

Conclusions: Among patients with AL and ATTR amyloidosis, the A2E model helps to stratify risk of CA and adds another dimension of prognostication.

目的:我们旨在确定我们先前验证的人工智能(AI)心电图(ECG)诊断模型是否对心脏淀粉样变性(CA)患者的生存具有预后作用:共纳入2533名CA患者(1834名轻链淀粉样变性(AL)患者、530名野生型转甲状腺素淀粉样蛋白(ATTRwt)患者和169名遗传性转甲状腺素淀粉样蛋白(ATTRv)患者)。为每位患者计算淀粉样蛋白AI心电图(A2E)评分,以反映CA的可能性。CA分期采用梅奥2004年标准的欧洲修订版AL分期和转甲状腺素淀粉样蛋白(ATTR)的梅奥分期进行计算。死亡风险采用Cox比例危险模型,生存率采用Kaplan-Meier估计:组群的中位年龄为67岁[四分位数间比值(IQR)为59-74],71.6%为男性。队列总生存期的中位数为 35.6 个月[95% 置信区间(CI)为 32.3 至 39.5]。AL、ATTRwt和ATTRv的中位生存期分别为22.9(95% CI 19.2,28.2)、47.2(95% CI 43.4,52.3)和61.4(95% CI 48.7,75.9)个月。在单变量分析中,A2E 评分的增加与全因死亡风险增加两倍以上有关。在多变量分析中,A2E评分仍具有重要意义,AL组的风险比为2.0(95% CI 1.58,2.55),ATTR组的风险比为2.7(95% CI 1.81,4.24):在AL和ATTR淀粉样变性患者中,A2E模型有助于对CA的风险进行分层,并为预后增加了另一个维度。
{"title":"Predictors of mortality by an artificial intelligence enhanced electrocardiogram model for cardiac amyloidosis.","authors":"Jennifer M Amadio, Martha Grogan, Eli Muchtar, Francisco Lopez-Jimenez, Zachi I Attia, Omar AbouEzzeddine, Grace Lin, Surendra Dasari, Suraj Kapa, Daniel D Borgeson, Paul A Friedman, Morie A Gertz, Dennis H Murphree, Angela Dispenzieri","doi":"10.1002/ehf2.15061","DOIUrl":"10.1002/ehf2.15061","url":null,"abstract":"<p><strong>Aims: </strong>We aim to determine if our previously validated, diagnostic artificial intelligence (AI) electrocardiogram (ECG) model is prognostic for survival among patients with cardiac amyloidosis (CA).</p><p><strong>Methods: </strong>A total of 2533 patients with CA (1834 with light chain amyloidosis (AL), 530 with wild-type transthyretin amyloid protein (ATTRwt) and 169 with hereditary transthyretin amyloid (ATTRv)] were included. An amyloid AI ECG (A2E) score was calculated for each patient reflecting the likelihood of CA. CA stage was calculated using the European modification of the Mayo 2004 criteria for AL and Mayo stage for transthyretin amyloid (ATTR). Risk of death was modelled using Cox proportional hazards, and Kaplan-Meier was used to estimate survival.</p><p><strong>Results: </strong>Median age of the cohort was 67 [inter-quartile ratio (IQR) 59, 74], and 71.6% were male. The median overall survival for the cohort was 35.6 months [95% confidence interval (CI) 32.3, 39.5]. For AL, ATTRwt and ATTRv, respectively, median survival was 22.9 (95% CI 19.2, 28.2), 47.2 (95% CI 43.4, 52.3) and 61.4 (95% CI 48.7, 75.9) months. On univariate analysis, an increasing A2E score was associated with more than a two-fold risk of all-cause death. On multivariable analysis, the A2E score retained its importance with a risk ratio of 2.0 (95% CI 1.58, 2.55) in the AL group and 2.7 (95% CI 1.81, 4.24) in the ATTR group.</p><p><strong>Conclusions: </strong>Among patients with AL and ATTR amyloidosis, the A2E model helps to stratify risk of CA and adds another dimension of prognostication.</p>","PeriodicalId":11864,"journal":{"name":"ESC Heart Failure","volume":" ","pages":"677-682"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11769637/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142105614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
2024 update in heart failure. 2024 年心力衰竭的最新进展。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-05-28 DOI: 10.1002/ehf2.14857
Alberto Beghini, Antonio Maria Sammartino, Zoltán Papp, Stephan von Haehling, Jan Biegus, Piotr Ponikowski, Marianna Adamo, Luigi Falco, Carlo Mario Lombardi, Matteo Pagnesi, Gianluigi Savarese, Marco Metra, Daniela Tomasoni

In the last years, major progress has occurred in heart failure (HF) management. The 2023 ESC focused update of the 2021 HF guidelines introduced new key recommendations based on the results of the last years of science. First, two drugs, sodium-glucose co-transporter-2 (SGLT2) inhibitors and finerenone, a novel nonsteroidal, selective mineralocorticoid receptor antagonist (MRA), are recommended for the prevention of HF in patients with diabetic chronic kidney disease (CKD). Second, SGLT2 inhibitors are now recommended for the treatment of HF across the entire left ventricular ejection fraction spectrum. The benefits of quadruple therapy in patients with HF with reduced ejection fraction (HFrEF) are well established. Its rapid and early up-titration along with a close follow-up with frequent clinical and laboratory re-assessment after an episode of acute HF (the so-called 'high-intensity care' strategy) was associated with better outcomes in the STRONG-HF trial. Patients experiencing an episode of worsening HF might require a fifth drug, vericiguat. In the STEP-HFpEF-DM and STEP-HFpEF trials, semaglutide 2.4 mg once weekly administered for 1 year decreased body weight and significantly improved quality of life and the 6 min walk distance in obese patients with HF with preserved ejection fraction (HFpEF) with or without a history of diabetes. Further data on safety and efficacy, including also hard endpoints, are needed to support the addition of acetazolamide or hydrochlorothiazide to a standard diuretic regimen in patients hospitalized due to acute HF. In the meantime, PUSH-AHF supported the use of natriuresis-guided diuretic therapy. Further options and most recent evidence for the treatment of HF, including specific drugs for cardiomyopathies (i.e., mavacamten in hypertrophic cardiomyopathy and tafamidis in transthyretin cardiac amyloidosis), device therapies, cardiac contractility modulation and percutaneous treatment of valvulopathies, with the recent finding from the TRILUMINATE Pivotal trial, are also reviewed in this article.

过去几年,心力衰竭(HF)管理取得了重大进展。2023 年 ESC 对 2021 年心力衰竭指南进行了重点更新,在过去几年科学研究成果的基础上提出了新的主要建议。首先,推荐钠-葡萄糖协同转运体-2(SGLT2)抑制剂和非格列酮(一种新型非甾体类、选择性矿皮质激素受体拮抗剂(MRA))这两种药物用于预防糖尿病慢性肾病(CKD)患者的心力衰竭。其次,SGLT2 抑制剂现已被推荐用于治疗整个左心室射血分数范围内的房颤。四联疗法对射血分数降低的心房颤动(HFrEF)患者的益处已得到公认。在 STRONG-HF 试验中,急性心房颤动发作后,快速、早期升级治疗,同时密切随访,经常进行临床和实验室再评估(即所谓的 "高强度护理 "策略)与更好的治疗效果相关。出现心房颤动恶化的患者可能需要第五种药物维力青。在STEP-HFpEF-DM和STEP-HFpEF试验中,对于有或无糖尿病史的肥胖型射血分数保留型心房颤动(HFpEF)患者,每周一次、每次2.4毫克的semaglutide能减轻体重,并显著改善生活质量和6分钟步行距离。在急性心房颤动住院患者的标准利尿剂治疗方案中加入乙酰唑胺或氢氯噻嗪,还需要进一步的安全性和有效性数据,包括硬终点数据。同时,PUSH-AHF 支持使用利尿剂指导的利尿疗法。本文还回顾了治疗心房颤动的更多选择和最新证据,包括治疗心肌病的特效药物(如治疗肥厚型心肌病的马伐康坦和治疗经甲状腺素心脏淀粉样变性的他法米迪斯)、器械疗法、心脏收缩力调节和经皮治疗瓣膜病,以及 TRILUMINATE 关键性试验的最新发现。
{"title":"2024 update in heart failure.","authors":"Alberto Beghini, Antonio Maria Sammartino, Zoltán Papp, Stephan von Haehling, Jan Biegus, Piotr Ponikowski, Marianna Adamo, Luigi Falco, Carlo Mario Lombardi, Matteo Pagnesi, Gianluigi Savarese, Marco Metra, Daniela Tomasoni","doi":"10.1002/ehf2.14857","DOIUrl":"10.1002/ehf2.14857","url":null,"abstract":"<p><p>In the last years, major progress has occurred in heart failure (HF) management. The 2023 ESC focused update of the 2021 HF guidelines introduced new key recommendations based on the results of the last years of science. First, two drugs, sodium-glucose co-transporter-2 (SGLT2) inhibitors and finerenone, a novel nonsteroidal, selective mineralocorticoid receptor antagonist (MRA), are recommended for the prevention of HF in patients with diabetic chronic kidney disease (CKD). Second, SGLT2 inhibitors are now recommended for the treatment of HF across the entire left ventricular ejection fraction spectrum. The benefits of quadruple therapy in patients with HF with reduced ejection fraction (HFrEF) are well established. Its rapid and early up-titration along with a close follow-up with frequent clinical and laboratory re-assessment after an episode of acute HF (the so-called 'high-intensity care' strategy) was associated with better outcomes in the STRONG-HF trial. Patients experiencing an episode of worsening HF might require a fifth drug, vericiguat. In the STEP-HFpEF-DM and STEP-HFpEF trials, semaglutide 2.4 mg once weekly administered for 1 year decreased body weight and significantly improved quality of life and the 6 min walk distance in obese patients with HF with preserved ejection fraction (HFpEF) with or without a history of diabetes. Further data on safety and efficacy, including also hard endpoints, are needed to support the addition of acetazolamide or hydrochlorothiazide to a standard diuretic regimen in patients hospitalized due to acute HF. In the meantime, PUSH-AHF supported the use of natriuresis-guided diuretic therapy. Further options and most recent evidence for the treatment of HF, including specific drugs for cardiomyopathies (i.e., mavacamten in hypertrophic cardiomyopathy and tafamidis in transthyretin cardiac amyloidosis), device therapies, cardiac contractility modulation and percutaneous treatment of valvulopathies, with the recent finding from the TRILUMINATE Pivotal trial, are also reviewed in this article.</p>","PeriodicalId":11864,"journal":{"name":"ESC Heart Failure","volume":" ","pages":"8-42"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11769673/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141160618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Benefit of implantable cardioverter defibrillator use in Japanese patients based on modified MADIT-ICD benefit score. 根据修改后的 MADIT-ICD 收益评分计算日本患者使用植入式心律转复除颤器的收益。
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-09-20 DOI: 10.1002/ehf2.15081
Toshinori Chiba, Yusuke Kondo, Yuki Shiko, Masahiro Nakano, Kajiyama Takatsugu, Miyo Nakano, Ryo Ito, Masafumi Sugawara, Yutaka Yoshino, Satoko Ryuzaki, Yukiko Takanashi, Yuya Komai, Yoshio Kobayashi

Aims: The MADIT-ICD benefit score is used to stratify the risk of life-threatening arrhythmia and non-arrhythmic mortality. We sought to develop an implantable cardioverter defibrillator (ICD) benefit-prediction score for Japanese patients with ICDs.

Methods: Patients who underwent ICD implantation as primary prophylaxis were retrospectively enrolled. Based on their MADIT-ICD benefit scores, we developed a modified MADIT-ICD benefit score adapted to the Japanese population. The primary endpoints were appropriate ICD therapy and all-cause death without appropriate ICD therapy (non-arrhythmic death). We used the Fine and Gray multivariate model and Cox proportional hazard regression to identify factors for adjusting the MADIT-ICD benefit-risk score specifically for the Japanese population. The scoring points for the original MADIT-ICD benefit score were adjusted to optimal points based on the multivariate analysis results in the population.

Results: The study enrolled 167 patients [age, 61.9 ± 12.3 years; male individuals, 138 (82.6%); cardiac resynchronization therapy, 73 (43.7%); ischaemic cardiomyopathy, 53 (31.7%)]. Fourteen patients received anti-tachycardia pacing (ATP) therapy, and 23 received shock therapy as the initial appropriate ICD therapy. Non-arrhythmic deaths occurred in 37 patients. The original MADIT-ICD benefit score could not stratify non-arrhythmic mortality in the Japanese population. The patients were reclassified into three groups according to the modified MADIT-ICD benefit score. The modified MADIT-ICD benefit score could effectively stratify the incidence of appropriate ICD therapy and non-arrhythmic mortality. In the highest-benefit group, the 10 year cumulative rates of appropriate ICD therapy and non-arrhythmic mortality were 56.8% and 12.9%, respectively (P < 0.01). In the intermediate-benefit group, these rates were 20.2% and 40.2% (P = 0.01). In the lowest-benefit group, the incidence of non-arrhythmic deaths was 68.1%, and no patient received appropriate ICD therapy.

Conclusions: The modified MADIT-ICD benefit score may be useful for stratifying ICD candidates in the Japanese population.

目的:MADIT-ICD 收益评分用于对危及生命的心律失常和非心律失常死亡风险进行分层。我们试图为使用 ICD 的日本患者制定一个植入式心律转复除颤器(ICD)获益预测评分:方法:我们对接受 ICD 植入术作为主要预防措施的患者进行了回顾性登记。根据他们的 MADIT-ICD 效益评分,我们制定了适合日本人群的改良 MADIT-ICD 效益评分。主要终点是适当的 ICD 治疗和未接受适当 ICD 治疗的全因死亡(非心律失常死亡)。我们使用 Fine and Gray 多变量模型和 Cox 比例危险回归来确定调整 MADIT-ICD 收益风险评分的因素,特别是针对日本人群。根据该人群的多变量分析结果,将原始 MADIT-ICD 收益评分的得分点调整为最佳得分点:研究共纳入 167 名患者[年龄 61.9 ± 12.3 岁;男性 138 名(82.6%);心脏再同步化治疗 73 名(43.7%);缺血性心肌病 53 名(31.7%)]。14名患者接受了抗心动过速起搏(ATP)治疗,23名患者接受了电击治疗,作为 ICD 的初始适当治疗。37名患者死于非心律失常。最初的 MADIT-ICD 收益评分无法对日本人群的非心律失常死亡率进行分层。根据修改后的 MADIT-ICD 收益评分,患者被重新分为三组。修改后的 MADIT-ICD 收益评分能有效地对适当 ICD 治疗的发生率和非心律失常死亡率进行分层。在最高获益组中,10 年的适当 ICD 治疗累积率和非心律失常死亡率分别为 56.8% 和 12.9%(P修改后的 MADIT-ICD 收益评分可能有助于对日本人群中的 ICD 候选者进行分层。
{"title":"Benefit of implantable cardioverter defibrillator use in Japanese patients based on modified MADIT-ICD benefit score.","authors":"Toshinori Chiba, Yusuke Kondo, Yuki Shiko, Masahiro Nakano, Kajiyama Takatsugu, Miyo Nakano, Ryo Ito, Masafumi Sugawara, Yutaka Yoshino, Satoko Ryuzaki, Yukiko Takanashi, Yuya Komai, Yoshio Kobayashi","doi":"10.1002/ehf2.15081","DOIUrl":"10.1002/ehf2.15081","url":null,"abstract":"<p><strong>Aims: </strong>The MADIT-ICD benefit score is used to stratify the risk of life-threatening arrhythmia and non-arrhythmic mortality. We sought to develop an implantable cardioverter defibrillator (ICD) benefit-prediction score for Japanese patients with ICDs.</p><p><strong>Methods: </strong>Patients who underwent ICD implantation as primary prophylaxis were retrospectively enrolled. Based on their MADIT-ICD benefit scores, we developed a modified MADIT-ICD benefit score adapted to the Japanese population. The primary endpoints were appropriate ICD therapy and all-cause death without appropriate ICD therapy (non-arrhythmic death). We used the Fine and Gray multivariate model and Cox proportional hazard regression to identify factors for adjusting the MADIT-ICD benefit-risk score specifically for the Japanese population. The scoring points for the original MADIT-ICD benefit score were adjusted to optimal points based on the multivariate analysis results in the population.</p><p><strong>Results: </strong>The study enrolled 167 patients [age, 61.9 ± 12.3 years; male individuals, 138 (82.6%); cardiac resynchronization therapy, 73 (43.7%); ischaemic cardiomyopathy, 53 (31.7%)]. Fourteen patients received anti-tachycardia pacing (ATP) therapy, and 23 received shock therapy as the initial appropriate ICD therapy. Non-arrhythmic deaths occurred in 37 patients. The original MADIT-ICD benefit score could not stratify non-arrhythmic mortality in the Japanese population. The patients were reclassified into three groups according to the modified MADIT-ICD benefit score. The modified MADIT-ICD benefit score could effectively stratify the incidence of appropriate ICD therapy and non-arrhythmic mortality. In the highest-benefit group, the 10 year cumulative rates of appropriate ICD therapy and non-arrhythmic mortality were 56.8% and 12.9%, respectively (P < 0.01). In the intermediate-benefit group, these rates were 20.2% and 40.2% (P = 0.01). In the lowest-benefit group, the incidence of non-arrhythmic deaths was 68.1%, and no patient received appropriate ICD therapy.</p><p><strong>Conclusions: </strong>The modified MADIT-ICD benefit score may be useful for stratifying ICD candidates in the Japanese population.</p>","PeriodicalId":11864,"journal":{"name":"ESC Heart Failure","volume":" ","pages":"369-378"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11769601/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142282343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The chronic heart failure evolutions: Different fates and routes. 慢性心力衰竭的演变:不同的命运和路线
IF 3.2 2区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-02-01 Epub Date: 2024-09-24 DOI: 10.1002/ehf2.14966
Piergiuseppe Agostoni, Mattia Chiesa, Elisabetta Salvioni, Michele Emdin, Massimo Piepoli, Gianfranco Sinagra, Michele Senni, Alice Bonomi, Stamatis Adamopoulos, Dimitris Miliopoulos, Massimo Mapelli, Jeness Campodonico, Umberto Attanasio, Anna Apostolo, Emanuele Pestrin, Agostino Rossoni, Damiano Magrì, Stefania Paolillo, Ugo Corrà, Rosa Raimondo, Antonio Cittadini, Annamaria Iorio, Andrea Salzano, Rocco Lagioia, Carlo Vignati, Roberto Badagliacca, Pasquale Perrone Filardi, Michele Correale, Enrico Perna, Marco Metra, Gaia Cattadori, Marco Guazzi, Giuseppe Limongelli, Gianfranco Parati, Fabiana De Martino, Maria Vittoria Matassini, Francesco Bandera, Maurizio Bussotti, Federica Re, Carlo M Lombardi, Angela B Scardovi, Susanna Sciomer, Andrea Passantino, Caterina Santolamazza, Davide Girola, Claudio Passino, Marlus Karsten, Savina Nodari, Giulio Pompilio

Aims: Individual prognostic assessment and disease evolution pathways are undefined in chronic heart failure (HF). The application of unsupervised learning methodologies could help to identify patient phenotypes and the progression in each phenotype as well as to assess adverse event risk.

Methods and results: From a bulk of 7948 HF patients included in the MECKI registry, we selected patients with a minimum 2-year follow-up. We implemented a topological data analysis (TDA), based on 43 variables derived from clinical, biochemical, cardiac ultrasound, and exercise evaluations, to identify several patients' clusters. Thereafter, we used the trajectory analysis to describe the evolution of HF states, which is able to identify bifurcation points, characterized by different follow-up paths, as well as specific end-stages conditions of the disease. Finally, we conducted a 5-year survival analysis (composite of cardiovascular death, left ventricular assist device, or urgent heart transplant). Findings were validated on internal (n = 527) and external (n = 777) populations. We analyzed 4876 patients (age = 63 [53-71], male gender n = 3973 (81.5%), NYHA class I-II n = 3576 (73.3%), III-IV n = 1300 (26.7%), LVEF = 33 [25.5-39.9], atrial fibrillation n = 791 (16.2%), peak VO2% pred = 54.8 [43.8-67.2]), with a minimum 2-year follow-up. Nineteen patient clusters were identified by TDA. Trajectory analysis revealed a path characterized by 3 bifurcation and 4 end-stage points. Clusters survival rate varied from 44% to 100% at 2 years and from 20% to 100% at 5 years, respectively. The event frequency at 5-year follow-up for each study cohort cluster was successfully compared with those in the validation cohorts (R = 0.94 and R = 0.84, P < 0.001, for internal and external cohort, respectively). Finally, we conducted a 5-year survival analysis (composite of cardiovascular death, left ventricular assist device, or urgent heart transplant observed in 22% of cases).

Conclusions: Each HF phenotype has a specific disease progression and prognosis. These findings allow to individualize HF patient evolutions and to tailor assessment.

目的:慢性心力衰竭(HF)的个体预后评估和疾病演变途径尚未明确。应用无监督学习方法有助于确定患者表型和每种表型的进展情况,以及评估不良事件风险:我们从 MECKI 登记的 7948 名高血压患者中挑选了至少随访 2 年的患者。我们根据从临床、生化、心脏超声和运动评估中得出的 43 个变量进行了拓扑数据分析(TDA),以确定几个患者群。之后,我们使用轨迹分析来描述高频状态的演变,从而识别出以不同随访路径为特征的分叉点,以及疾病的特定终末期状况。最后,我们还进行了 5 年生存分析(心血管死亡、左心室辅助装置或紧急心脏移植的复合分析)。研究结果在内部(527 人)和外部(777 人)人群中进行了验证。我们分析了 4876 名患者(年龄 = 63 [53-71],男性 n = 3973 (81.5%),NYHA I-II 级 n = 3576 (73.3%),III-IV 级 n = 1300 (26.7%),LVEF = 33 [25.5-39.9],心房颤动 n = 791 (16.2%),峰值 VO2% pred = 54.8 [43.8-67.2]),随访时间至少 2 年。通过 TDA 确定了 19 个患者群。轨迹分析显示了一条以 3 个分叉点和 4 个终末点为特征的路径。群组的存活率分别为 2 年 44% 至 100%,5 年 20% 至 100%。各研究群组随访 5 年的事件频率与验证群组的事件频率进行了成功的比较(R = 0.94 和 R = 0.84,P 结论):每种心房颤动表型都有特定的疾病进展和预后。这些发现有助于对心房颤动患者的病情发展进行个体化分析和评估。
{"title":"The chronic heart failure evolutions: Different fates and routes.","authors":"Piergiuseppe Agostoni, Mattia Chiesa, Elisabetta Salvioni, Michele Emdin, Massimo Piepoli, Gianfranco Sinagra, Michele Senni, Alice Bonomi, Stamatis Adamopoulos, Dimitris Miliopoulos, Massimo Mapelli, Jeness Campodonico, Umberto Attanasio, Anna Apostolo, Emanuele Pestrin, Agostino Rossoni, Damiano Magrì, Stefania Paolillo, Ugo Corrà, Rosa Raimondo, Antonio Cittadini, Annamaria Iorio, Andrea Salzano, Rocco Lagioia, Carlo Vignati, Roberto Badagliacca, Pasquale Perrone Filardi, Michele Correale, Enrico Perna, Marco Metra, Gaia Cattadori, Marco Guazzi, Giuseppe Limongelli, Gianfranco Parati, Fabiana De Martino, Maria Vittoria Matassini, Francesco Bandera, Maurizio Bussotti, Federica Re, Carlo M Lombardi, Angela B Scardovi, Susanna Sciomer, Andrea Passantino, Caterina Santolamazza, Davide Girola, Claudio Passino, Marlus Karsten, Savina Nodari, Giulio Pompilio","doi":"10.1002/ehf2.14966","DOIUrl":"10.1002/ehf2.14966","url":null,"abstract":"<p><strong>Aims: </strong>Individual prognostic assessment and disease evolution pathways are undefined in chronic heart failure (HF). The application of unsupervised learning methodologies could help to identify patient phenotypes and the progression in each phenotype as well as to assess adverse event risk.</p><p><strong>Methods and results: </strong>From a bulk of 7948 HF patients included in the MECKI registry, we selected patients with a minimum 2-year follow-up. We implemented a topological data analysis (TDA), based on 43 variables derived from clinical, biochemical, cardiac ultrasound, and exercise evaluations, to identify several patients' clusters. Thereafter, we used the trajectory analysis to describe the evolution of HF states, which is able to identify bifurcation points, characterized by different follow-up paths, as well as specific end-stages conditions of the disease. Finally, we conducted a 5-year survival analysis (composite of cardiovascular death, left ventricular assist device, or urgent heart transplant). Findings were validated on internal (n = 527) and external (n = 777) populations. We analyzed 4876 patients (age = 63 [53-71], male gender n = 3973 (81.5%), NYHA class I-II n = 3576 (73.3%), III-IV n = 1300 (26.7%), LVEF = 33 [25.5-39.9], atrial fibrillation n = 791 (16.2%), peak VO<sub>2</sub>% pred = 54.8 [43.8-67.2]), with a minimum 2-year follow-up. Nineteen patient clusters were identified by TDA. Trajectory analysis revealed a path characterized by 3 bifurcation and 4 end-stage points. Clusters survival rate varied from 44% to 100% at 2 years and from 20% to 100% at 5 years, respectively. The event frequency at 5-year follow-up for each study cohort cluster was successfully compared with those in the validation cohorts (R = 0.94 and R = 0.84, P < 0.001, for internal and external cohort, respectively). Finally, we conducted a 5-year survival analysis (composite of cardiovascular death, left ventricular assist device, or urgent heart transplant observed in 22% of cases).</p><p><strong>Conclusions: </strong>Each HF phenotype has a specific disease progression and prognosis. These findings allow to individualize HF patient evolutions and to tailor assessment.</p>","PeriodicalId":11864,"journal":{"name":"ESC Heart Failure","volume":" ","pages":"418-433"},"PeriodicalIF":3.2,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11769638/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142344018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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ESC Heart Failure
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