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Pathways to Precision Medicine in Hypertrophic Cardiomyopathy: Opportunities and Challenges in Plasma Proteomics. 肥厚性心肌病精准医疗之路:血浆蛋白质组学的机遇与挑战。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-12-19 DOI: 10.1161/CIRCHEARTFAILURE.124.012593
Usman A Tahir
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引用次数: 0
NETosis Is an Important Component of Chronic Myocardial Inflammation in Patients With Heart Failure. NETosis是心力衰竭患者慢性心肌炎的重要组成部分。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-11-08 DOI: 10.1161/CIRCHEARTFAILURE.124.012231
Sawa Kostin, Manfred Richter, Florian Krizanic, Benjamin Sasko, Theodoros Kelesidis, Nikolaos Pagonas
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引用次数: 0
Mavacamten: Real-World Experience From 22 Months of the Risk Evaluation and Mitigation Strategy (REMS) Program. Mavacamten:风险评估和缓解策略 (REMS) 计划实施 22 个月的实际经验。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-11-11 DOI: 10.1161/CIRCHEARTFAILURE.124.012441
Milind Y Desai, Dewey Seto, Michael Cheung, Sonia Afsari, Niki Patel, Arnaud Bastien, Jeffrey Lockman, Michele Coiro, Matthew W Martinez

Background: Mavacamten is the only cardiac myosin inhibitor approved by the U.S. Food and Drug Administration for the treatment of patients with symptomatic New York Heart Association class II-III obstructive hypertrophic cardiomyopathy. Under the Risk Evaluation and Mitigation Strategy program for mavacamten, patients are required to be monitored for the development of systolic heart failure and reduction of left ventricular ejection fraction (LVEF) to <50%. We report results from the mavacamten Risk Evaluation and Mitigation Strategy database (April 28, 2022 to February 27, 2024).

Methods: Data on health care providers and pharmacy certification, patient monitoring (from Patient Status Forms, based partly on echocardiograms), and screening for drug interactions before each dispense were collected.

Results: Of the 6299 patients who received ≥1 dose of mavacamten, 60.0% were women; 64.6% were aged >60 years. Of the 5573 patients with submitted Patient Status Forms, 256 (4.6%) developed LVEF <50%, and 71 (1.3%) experienced heart failure requiring hospitalization. On the 29 111 status forms in these patients, each representing an assessment of an echocardiogram, LVEF <50% was reported on 276 (0.9%), and heart failure requiring hospitalization was reported on 86 (0.3%). Of the 1929 patients with ≥1 year of treatment, 78 (4.0%) had an LVEF reduction to <50%, and 4 (0.2%) experienced LVEF <50% and heart failure requiring hospitalization but later resumed treatment. Of the 3228 patients initiated on 5 mg/d mavacamten and were treated for at least 6 months, 2391 (74.1%) remained at 5 or 10 mg/d. At 3 and 6 months following mavacamten treatment initiation, 57.2% and 70.3%, respectively, demonstrated post-Valsalva left ventricular outflow tract gradient <30 mm Hg.

Conclusions: We describe the feasibility and experience of the first 22 months of the Risk Evaluation and Mitigation Strategy program for prescribing mavacamten in >6000 patients with symptomatic obstructive hypertrophic cardiomyopathy. The need for temporary interruption for LVEF <50% was low, including for patients on therapy ≥1 year, with even fewer LVEF reductions associated with heart failure requiring hospitalization.

背景:Mavacamten 是美国 FDA 批准用于治疗有症状的纽约心脏协会 II-III 级阻塞性肥厚型心肌病 (HCM) 患者的唯一一种心肌酶抑制剂。根据 mavacamten 的风险评估和缓解策略 (REMS) 计划,患者必须接受监测,以防出现收缩性心力衰竭和左心室射血分数 (LVEF) 下降至方法值:收集有关医疗服务提供者和药房认证、患者监测(来自患者状态表,部分基于超声心动图)以及每次配药前药物相互作用筛查的数据。结果在 6299 名接受过≥1 次玛伐康定治疗的患者中,60.0% 为女性;64.6% 年龄大于 60 岁。在提交了患者状态表的 5573 名患者中,256 人(4.6%)出现了 LVEF:我们介绍了 REMS 计划实施前 22 个月的可行性和经验,在超过 6,000 名有症状的阻塞性 HCM 患者中处方了马伐康坦。需要暂时中断 LVEF
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引用次数: 0
Social Determinants of Health and Disparities in Guideline-Directed Medical Therapy Optimization for Heart Failure. 健康的社会决定因素与心力衰竭指南指导下医疗疗法优化中的差异。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-11-11 DOI: 10.1161/CIRCHEARTFAILURE.124.012357
Joshua A Jacobs, Iyanuoluwa Ayodele, Adam P Bress, Madeline R Sterling, Ambarish Pandey, Catherine G Derington, Alexander R Zheutlin, Kevin S Shah, Stephen J Greene, Brooke Alhanti, Rosalia Blanco, Gregg C Fonarow

Background: Fewer than 20% of eligible patients with heart failure with reduced ejection fraction receive all 4 pillars of guideline-directed medical therapy. Understanding disparities by race, ethnicity, sex, and adverse social determinants of health is necessary to equitably optimize quadruple therapy.

Methods: Utilizing the American Heart Association's Get With The Guidelines-Heart Failure registry, we examined associations between race and ethnicity, sex, and adverse social determinants of health (insurance type and documented social need [any barrier to accessing health care]) with quadruple therapy optimization (QTO) in patients with heart failure with reduced ejection fraction hospitalized between July 1, 2021, and September 30, 2023, with complete medication data at discharge. We calculated adjusted mean differences (AMDs) in the discharge QTO score (range, 0%-100%) reflecting the proportion of eligible use of renin-angiotensin system inhibitors, β-blockers, mineralocorticoid receptor antagonists, and sodium-glucose cotransporter-2 inhibitors and compared across demographic and adverse social determinants of health groups.

Results: Among 82 637 patients (median age, 66 years; 32.5% female; 57.0% non-Hispanic White; 76.4% prior heart failure with reduced ejection fraction), the overall mean QTO score was 56.2% (SD, 25.5). After adjustment, compared with non-Hispanic White individuals, Black (AMD, 2.56 percentage points [95% CI, 2.16-2.96]) and Hispanic individuals (AMD, 0.71 percentage points [95% CI, 0.11-1.31]) had higher QTO scores. Females had higher QTO scores than males (AMD, 1.94 percentage points [95% CI, 1.58-2.31]). Patients with no insurance (AMD, -4.90 percentage points [-5.62 to -4.17]), Medicaid (AMD, -0.45 percentage points [-0.89 to -0.01]), and Medicare (AMD, -1.64 percentage points [-2.10 to -1.18]) had lower QTO scores versus private insurance. Those with an identified social need (n=24 651) had lower QTO scores than those without (AMD, -3.40 percentage points [95% CI, -4.10 to -2.71]).

Conclusions: Disparities in QTO were most evident for patients with no insurance, Medicaid, Medicare, or potentially an identified social need. Future efforts should focus on reducing gaps to improve equitable guideline-directed medical therapy use.

背景:在符合条件的射血分数降低型心力衰竭患者中,只有不到 20% 的患者接受了指南指导下的全部四个支柱疗法。要想公平地优化四联疗法,就必须了解种族、民族、性别和不利的社会健康决定因素之间的差异:利用美国心脏协会的 "Get With The Guidelines-Heart Failure "登记册,我们研究了 2021 年 7 月 1 日至 2023 年 9 月 30 日期间住院的射血分数降低型心力衰竭患者中,出院时有完整用药数据的种族和民族、性别以及不利的健康社会决定因素(保险类型和有记录的社会需求[获得医疗保健的任何障碍])与四联疗法优化(QTO)之间的关系。我们计算了反映肾素-血管紧张素系统抑制剂、β-受体阻滞剂、矿物质皮质激素受体拮抗剂和钠-葡萄糖共转运体-2抑制剂合格使用比例的出院QTO评分调整后平均差(AMDs)(范围为0%-100%),并在人口统计学和不利社会健康决定因素组之间进行了比较:82 637 名患者(中位年龄 66 岁;32.5% 为女性;57.0% 为非西班牙裔白人;76.4% 曾患有射血分数降低的心力衰竭)的 QTO 总平均得分率为 56.2%(标清,25.5 分)。经调整后,与非西班牙裔白人相比,黑人(AMD,2.56 个百分点 [95% CI,2.16-2.96])和西班牙裔(AMD,0.71 个百分点 [95% CI,0.11-1.31])的 QTO 得分更高。女性的 QTO 分数高于男性(AMD,1.94 个百分点 [95% CI,1.58-2.31])。无保险(AMD,-4.90 个百分点 [-5.62 到 -4.17])、医疗补助(AMD,-0.45 个百分点 [-0.89 到 -0.01])和医疗保险(AMD,-1.64 个百分点 [-2.10 到 -1.18])患者的 QTO 分数低于私人保险患者。已确定有社会需求者(n=24 651)的 QTO 分数低于无社会需求者(AMD,-3.40 个百分点 [95% CI,-4.10 至 -2.71]):无保险、享受医疗补助、医疗保险或有潜在社会需求的患者在 QTO 方面的差距最为明显。未来的工作重点应放在缩小差距上,以改善指导原则指导下的医疗疗法的公平使用。
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引用次数: 0
Elevated Donor-Derived Cell-Free DNA Levels Are Associated With Reduced Myocardial Blood Flow but Not Angiographic Cardiac Allograft Vasculopathy: The EVIDENT Study. 供体来源的无细胞DNA水平升高与心肌血流量减少有关,但与血管造影心脏移植血管病变无关。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-12-10 DOI: 10.1161/CIRCHEARTFAILURE.124.011756
Cathrine M Moeller, Daniel Oren, Andrea Fernandez Valledor, Gal Rubinstein, Ersilia M DeFilippis, Salwa Rahman, Yonatan Mehlman, Elena M Donald, Dor Lotan, Edward Lin, Kyung T Oh, Sun H Lee, Jayant K Raikhelkar, Justin A Fried, David Majure, Farhana Latif, Gabriel T Sayer, Nir Uriel, Kevin J Clerkin

Background: Cardiac allograft vasculopathy (CAV) leads to impaired myocardial blood flow (MBF), increasing the risk of cardiovascular death or retransplant among heart transplantation (HT) recipients. Data on elevation in donor-derived cell-free DNA (dd-cfDNA) and CAV in the absence of rejection are mixed. We sought to test the hypothesis that CAV with reduced MBF (RMBF) is associated with elevated dd-cfDNA.

Methods: A retrospective review was conducted on HT recipients at a high-volume center who underwent dd-cfDNA testing between September 2019 and November 2022. Inclusion criteria included undergoing CAV screening with cardiac positron emission tomography scans and coronary angiograms. Patients were grouped by the presence of angiographic CAV diagnosis and MBF reserve evaluated through cardiac positron emission tomography. The latter was subdivided into normal MBF or RMBF, with RMBF defined as an MBF reserve ≤2. Elevated dd-cfDNA was defined as ≥0.12%.

Results: Two hundred fifty-six HT recipients were included (median age, 55 years; 27.6% female; median, 8 years [interquartile range (IQR), 5-14] post-HT). Ischemic etiology of heart failure was more prevalent in the RMBF group (36%) compared with the normal MBF group (20%; P=0.02). The prevalence and magnitude of a positive dd-cfDNA test with angiographic CAV (29%; median, 0.26% [IQR, 0.15%-0.62%]) were not significantly different from those without CAV (30%; P=0.94; median, 0.31% [IQR, 0.17%-0.71%]; P=0.38). However, RMBF patients exhibited significantly higher dd-cfDNA prevalence and levels (51%; median, 0.81% [IQR, 0.48%-1.11%]) compared with normal MBF patients (27%; P<0.001; median, 0.25% [IQR, 0.15%-0.52%]; P<0.001).

Conclusions: HT recipients with angiographic CAV had similar dd-cfDNA levels and rates as those without. Notably, dd-cfDNA levels and rates were significantly elevated in patients with RMBF assessed by positron emission tomography compared with those with normal MBF.

背景:同种异体心脏移植血管病变(CAV)导致心肌血流量(MBF)受损,增加心脏移植(HT)受者心血管死亡或再移植的风险。在没有排斥反应的情况下,供体来源的无细胞DNA (dd-cfDNA)和CAV的升高数据是混合的。我们试图验证伴有MBF降低的CAV (RMBF)与dd-cfDNA升高相关的假设。方法:对2019年9月至2022年11月期间在大容量中心接受dd-cfDNA检测的HT受体进行回顾性分析。纳入标准包括接受心脏正电子发射断层扫描和冠状动脉造影的CAV筛查。通过血管造影CAV诊断和心脏正电子发射断层扫描评估MBF储备对患者进行分组。后者又细分为正常MBF和RMBF, RMBF定义为MBF储量≤2。dd-cfDNA升高定义为≥0.12%。结果:纳入256名HT患者(中位年龄55岁;27.6%的女性;中位数,8年[四分位数间距(IQR), 5-14]后ht)。缺血性心力衰竭的病因在RMBF组(36%)比正常MBF组(20%;P = 0.02)。血管造影CAV患者dd-cfDNA检测阳性的患病率和程度(29%;中位数,0.26% [IQR, 0.15%-0.62%])与无CAV组无显著差异(30%;P = 0.94;中位数为0.31% [IQR, 0.17%-0.71%];P = 0.38)。然而,RMBF患者的dd-cfDNA患病率和水平明显高于对照组(51%;中位数,0.81% [IQR, 0.48%-1.11%]),而正常MBF患者(27%;结论:血管造影CAV的HT受体与无血管造影CAV的受体具有相似的dd-cfDNA水平和发生率。值得注意的是,与正常MBF患者相比,通过正电子发射断层扫描评估的RMBF患者的dd-cfDNA水平和发生率显著升高。
{"title":"Elevated Donor-Derived Cell-Free DNA Levels Are Associated With Reduced Myocardial Blood Flow but Not Angiographic Cardiac Allograft Vasculopathy: The EVIDENT Study.","authors":"Cathrine M Moeller, Daniel Oren, Andrea Fernandez Valledor, Gal Rubinstein, Ersilia M DeFilippis, Salwa Rahman, Yonatan Mehlman, Elena M Donald, Dor Lotan, Edward Lin, Kyung T Oh, Sun H Lee, Jayant K Raikhelkar, Justin A Fried, David Majure, Farhana Latif, Gabriel T Sayer, Nir Uriel, Kevin J Clerkin","doi":"10.1161/CIRCHEARTFAILURE.124.011756","DOIUrl":"10.1161/CIRCHEARTFAILURE.124.011756","url":null,"abstract":"<p><strong>Background: </strong>Cardiac allograft vasculopathy (CAV) leads to impaired myocardial blood flow (MBF), increasing the risk of cardiovascular death or retransplant among heart transplantation (HT) recipients. Data on elevation in donor-derived cell-free DNA (dd-cfDNA) and CAV in the absence of rejection are mixed. We sought to test the hypothesis that CAV with reduced MBF (RMBF) is associated with elevated dd-cfDNA.</p><p><strong>Methods: </strong>A retrospective review was conducted on HT recipients at a high-volume center who underwent dd-cfDNA testing between September 2019 and November 2022. Inclusion criteria included undergoing CAV screening with cardiac positron emission tomography scans and coronary angiograms. Patients were grouped by the presence of angiographic CAV diagnosis and MBF reserve evaluated through cardiac positron emission tomography. The latter was subdivided into normal MBF or RMBF, with RMBF defined as an MBF reserve ≤2. Elevated dd-cfDNA was defined as ≥0.12%.</p><p><strong>Results: </strong>Two hundred fifty-six HT recipients were included (median age, 55 years; 27.6% female; median, 8 years [interquartile range (IQR), 5-14] post-HT). Ischemic etiology of heart failure was more prevalent in the RMBF group (36%) compared with the normal MBF group (20%; <i>P</i>=0.02). The prevalence and magnitude of a positive dd-cfDNA test with angiographic CAV (29%; median, 0.26% [IQR, 0.15%-0.62%]) were not significantly different from those without CAV (30%; <i>P</i>=0.94; median, 0.31% [IQR, 0.17%-0.71%]; <i>P</i>=0.38). However, RMBF patients exhibited significantly higher dd-cfDNA prevalence and levels (51%; median, 0.81% [IQR, 0.48%-1.11%]) compared with normal MBF patients (27%; <i>P</i><0.001; median, 0.25% [IQR, 0.15%-0.52%]; <i>P</i><0.001).</p><p><strong>Conclusions: </strong>HT recipients with angiographic CAV had similar dd-cfDNA levels and rates as those without. Notably, dd-cfDNA levels and rates were significantly elevated in patients with RMBF assessed by positron emission tomography compared with those with normal MBF.</p>","PeriodicalId":10196,"journal":{"name":"Circulation: Heart Failure","volume":" ","pages":"e011756"},"PeriodicalIF":7.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11753942/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142799647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Comprehensive Proteomics Profiling Identifies Circulating Biomarkers to Distinguish Hypertrophic Cardiomyopathy From Other Cardiomyopathies With Left Ventricular Hypertrophy. 综合蛋白质组学分析发现循环生物标记物,可将肥厚型心肌病与其他左心室肥厚型心肌病区分开来
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-11-11 DOI: 10.1161/CIRCHEARTFAILURE.124.012434
Keitaro Akita, Mathew S Maurer, Albree Tower-Rader, Michael A Fifer, Yuichi J Shimada

Background: Distinguishing hypertrophic cardiomyopathy (HCM) from other cardiomyopathies with left ventricular hypertrophy (LVH), such as hypertensive LVH, transthyretin amyloid cardiomyopathy, and aortic stenosis, is sometimes challenging. Using plasma proteomics profiling, we aimed to identify circulating biomarkers and dysregulated signaling pathways specific to HCM.

Methods: In this multicenter case-control study, plasma proteomics profiling was performed in cases with HCM and controls with hypertensive LVH, transthyretin amyloid cardiomyopathy, and aortic stenosis. Two-thirds of patients enrolled earlier in each disease group were defined as the training set and the remaining one-third as the test set. Protein concentrations in HCM were compared with those in hypertensive LVH (comparison 1), transthyretin amyloid cardiomyopathy (comparison 2), and aortic stenosis (comparison 3). Candidate proteins that meet the following 2 criteria were selected: (1) higher abundance in HCM throughout all 3 comparisons or lower abundance in HCM throughout all 3 comparisons with univariable P<0.05 and |log2(fold change)| >0.5 in both the training and test sets and (2) independently associated with HCM with multivariable P<0.05 after adjusting for clinical parameters significantly different between HCM and controls. Using the selected candidate proteins, a logistic regression model to distinguish HCM from controls was developed in the training set and applied to the test set. Finally, pathway analysis was performed in each comparison using proteins with different abundance.

Results: Overall, 4979 proteins in 1415 patients (HCM, n=879; hypertensive LVH, n=331; transthyretin amyloid cardiomyopathy, n=169; aortic stenosis, n=36) were analyzed. Of those, 5 proteins were selected as candidate proteins. The logistic regression model with these 5 proteins had an area under the receiver operating characteristic curve of 0.86 (95% CI, 0.82-0.89) in the test set. The MAPK (mitogen-activated protein kinase) and HIF-1 (hypoxia-inducible factor 1) pathways were dysregulated in HCM throughout the 3 comparisons.

Conclusions: This study identified circulating biomarkers that distinguish HCM from other cardiomyopathies with LVH independently from confounders and revealed signaling pathways associated with HCM.

背景:将肥厚型心肌病(HCM)与其他左心室肥厚(LVH)的心肌病(如高血压性左心室肥厚、转甲状腺素淀粉样变性心肌病(ATTR-CM)和主动脉瓣狭窄(AS))区分开来有时具有挑战性。通过血浆蛋白质组学分析,我们旨在确定 HCM 特异的循环生物标记物和失调信号通路。方法:在这项多中心病例对照研究中,我们对患有高血压左心室积水、ATTR-CM 和 AS 的 HCM 病例和对照组进行了血浆蛋白质组学分析。每个疾病组早期入组患者的三分之二被定义为训练集,其余三分之一被定义为测试集。将 HCM 中的蛋白质浓度与高血压 LVH(比较 1)、ATTR-CM(比较 2)和 AS(比较 3)中的蛋白质浓度进行比较。筛选出符合以下两个标准的候选蛋白质:(1) 在所有 3 次比较中,HCM 中的蛋白质丰度较高,或在所有 3 次比较中,HCM 中的蛋白质丰度较低,且在训练集和测试集中的单变量 P2(折叠变化)|>0.5;(2) 多变量 PR 结果显示与 HCM 独立相关:总共分析了 1,415 名患者(HCM,879 人;高血压 LVH,331 人;ATTR-CM,169 人;AS,36 人)的 4,979 个蛋白质。其中,5 个蛋白质被选为候选蛋白质。在测试集中,包含这 5 个蛋白的逻辑回归模型的接收者操作特征曲线下面积为 0.86(95% CI 0.82-0.89)。在 3 次比较中,MAPK 和 HIF-1 通路在 HCM 中均出现失调。结论:这项研究发现了能区分 HCM 和其他伴有 LVH 的心肌病的循环生物标志物,这些标志物不受混杂因素的影响,并揭示了与 HCM 相关的信号通路。
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引用次数: 0
Clinical Management and Transplant Considerations in Pediatric Pulmonary Hypertension Due to Left Heart Disease: A Scientific Statement From the American Heart Association. 美国心脏协会的科学声明:左心疾病引起的儿童肺动脉高压的临床管理和移植考虑
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-12-09 DOI: 10.1161/HHF.0000000000000086
Rachel K Hopper, Georg Hansmann, Seth A Hollander, Anne I Dipchand, Oscar van der Have, Colleen Iler, Cynthia Herrington, Erika B Rosenzweig, Juan C Alejos, Karin Tran-Lundmark

Children with left heart disease are at risk for developing pulmonary hypertension, initially secondary to pulmonary venous hypertension that can progress to include elevated pulmonary vascular resistance, known as combined pre- and postcapillary pulmonary hypertension. Elevated pulmonary vascular resistance may pose a risk to the right ventricle of a newly transplanted heart because of increased afterload and is an important consideration for heart transplant eligibility. However, the epidemiology, pathophysiology, optimal diagnostic and treatment approaches, and thresholds for pulmonary vascular resistance in pulmonary hypertension associated with left heart disease remain unclear because of lack of evidence, particularly in pediatrics. The result is heterogeneity with respect to hemodynamic assessment, use of pulmonary vasodilator therapies, and heart transplant listing. This scientific statement aims to synthesize the available data and highlight areas of general consensus as well as important knowledge gaps.

左心疾病患儿有发生肺动脉高压的风险,最初继发于肺静脉高压,可发展为肺血管阻力升高,称为合并毛细血管前和后肺动脉高压。由于后负荷增加,肺血管阻力升高可能对新移植心脏的右心室构成风险,这是心脏移植资格的重要考虑因素。然而,由于缺乏证据,特别是在儿科,肺动脉高压相关左心疾病的流行病学、病理生理学、最佳诊断和治疗方法以及肺血管阻力的阈值仍然不清楚。结果在血流动力学评估、肺血管扩张剂治疗的使用和心脏移植名单方面存在异质性。这一科学声明旨在综合现有数据,突出普遍共识的领域以及重要的知识空白。
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引用次数: 0
Editors and Editorial Board. 编辑和编辑委员会。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2025-01-21 DOI: 10.1161/HHF.0000000000000087
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引用次数: 0
Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials. 在全球临床试验中通过自然语言处理来判断心力衰竭的住院情况。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-11-16 DOI: 10.1161/CIRCHEARTFAILURE.124.012514
Pablo M Marti-Castellote, Christopher Reeder, Brian Claggett, Pulkit Singh, Emily S Lau, Shaan Khurshid, Puneet Batra, Steven A Lubitz, Mahnaz Maddah, Orly Vardeny, Eldrin F Lewis, Marc Pfeffer, Pardeep Jhund, Akshay S Desai, John J V McMurray, Patrick T Ellinor, Jennifer E Ho, Scott D Solomon, Jonathan W Cunningham

Background: Medical record review by a physician clinical events committee is the gold standard for identifying cardiovascular outcomes in clinical trials, but is labor-intensive and poorly reproducible. Automated outcome adjudication by artificial intelligence (AI) could enable larger and less expensive clinical trials but has not been validated in global studies.

Methods: We developed a novel model for automated AI-based heart failure adjudication (Heart Failure Natural Language Processing) using hospitalizations from 3 international clinical outcomes trials. This model was tested on potential heart failure hospitalizations from the DELIVER trial (Dapagliflozin Evaluation to Improve the Lives of Patients With Preserved Ejection Fraction Heart Failure), a cardiovascular outcomes trial comparing dapagliflozin with placebo in 6063 patients with heart failure with mildly reduced or preserved ejection fraction. AI-based adjudications were compared with adjudications from a clinical events committee that followed Food and Drug Administration-based criteria.

Results: AI-based adjudication agreed with the clinical events committee in 83% of events. A strategy of human review for events that the AI model deemed uncertain (16%) would have achieved 91% agreement with the clinical events committee while reducing the adjudication workload by 84%. The estimated effect of dapagliflozin on heart failure hospitalization was nearly identical with AI-based adjudication (hazard ratio, 0.76 [95% CI, 0.66-0.88]) compared with clinical events committee adjudication (hazard ratio, 0.77 [95% CI, 0.67-0.89]). The AI model extracted symptoms, signs, and treatments of heart failure from each medical record in tabular format and quoted sentences documenting them.

Conclusions: AI-based adjudication of clinical outcomes has the potential to improve the efficiency of global clinical trials while preserving accuracy and interpretability.

背景:由医生组成的临床事件委员会审查病历是在临床试验中确定心血管结果的黄金标准,但这需要大量人力,而且可重复性差。通过人工智能(AI)自动判定结果可使临床试验规模更大、成本更低,但尚未在全球研究中得到验证。方法:我们利用三项国际临床试验的住院病例,开发了一种基于人工智能的心力衰竭自动判定新模型("HF-NLP")。该模型在 DELIVER 试验的潜在心衰住院病例中进行了测试,DELIVER 试验是一项心血管预后试验,对 6063 名射血分数轻度降低或保留的心衰患者进行了达帕格列氯嗪与安慰剂的比较。将基于 AI 的裁定与临床事件委员会按照 FDA 标准做出的裁定进行了比较。结果:在 83% 的事件中,基于人工智能的裁定与临床事件委员会的裁定一致。如果对人工智能模型认为不确定的事件(16%)采取人工审核策略,则与临床事件委员会的一致率将达到 91%,同时减少 84% 的裁定工作量。达帕格列净对心力衰竭住院治疗的估计效果与基于人工智能的判定(危险比为 0.76 [95% CI 0.66-0.88])几乎相同,而临床事件委员会的判定(危险比为 0.77 [95% CI 0.67-0.89])则不尽相同。人工智能模型以表格形式从每份病历中提取了心衰的症状、体征和治疗方法,并引用了记录这些症状、体征和治疗方法的句子。结论基于人工智能的临床结果判定有可能提高全球临床试验的效率,同时保持准确性和可解释性。
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引用次数: 0
Unraveling Comorbidities Contribution to Cardiac Diastolic Dysfunction and Heart Failure. 揭示心脏舒张功能障碍和心力衰竭的合并症。
IF 7.8 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 Epub Date: 2024-11-29 DOI: 10.1161/CIRCHEARTFAILURE.124.011724
María Villalba-Orero, Marina López-Olañeta, Belén Campos-Olmo, Daniel Jimenez-Carretero, Lucía Sánchez, Fátima Sánchez-Cabo, Antonella Ausiello, Rodrigo Cañas-Álvaro, Emilio Camafeita, Jesús Vázquez, Pablo García-Pavía, Domingo Pascual-Figal, Enrique Lara-Pezzi

Background: Heart failure with preserved ejection fraction (HFpEF) is a major public health problem characterized by multiple simultaneous comorbidities whose specific contribution is challenging to disentangle in humans, leading to a generalized therapeutic approach that may not account for the underlying pathology.

Methods: We followed distinct mouse models of major HFpEF comorbidities for 2.5 years to unveil their specific contribution to the syndrome.

Results: All comorbidities contributed to HFpEF through partially distinct routes. Aging alone resulted in HFpEF in old age, with delayed left ventricular relaxation and kidney fibrosis. Obesity induced a faster deterioration of relaxation associated with enlarged left ventricle and liver fibrosis. Hypertension caused delayed ventricular relaxation independent from structural changes that preceded left atrial dilatation linked to aortic stiffness and increased fibrosis in myocardium and kidney. Chronic intermittent hypoxia led to HFpEF and relaxation impairment associated with pulmonary hypertension. Hyperglycemia accelerated diastolic dysfunction and HFpEF onset associated with reduced arterial flow and left ventricular remodeling. Therefore, the pathological substrates contributing to HFpEF included cardiac and noncardiac alterations with differential features for each comorbidity. Critically, the characteristics linked to diastolic dysfunction and HFpEF across the various comorbidities agreed with phenogroups observed in human patients.

Conclusions: The identification of time-dependent pathological features provides a comprehensive picture of HFpEF progression associated with each comorbidity.

背景:保留射血分数的心力衰竭(HFpEF)是一个主要的公共卫生问题,其特征是多种同时并存的合并症,其具体贡献在人类中是具有挑战性的,导致一种通用的治疗方法可能无法解释潜在的病理。方法:我们对主要HFpEF合并症的不同小鼠模型进行了2.5年的随访,以揭示它们对该综合征的具体贡献。结果:所有合并症通过不同的途径导致HFpEF。单纯衰老导致老年HFpEF,伴左室舒张延迟和肾纤维化。肥胖引起与左心室增大和肝纤维化相关的弛缓更快恶化。高血压引起延迟的心室舒张,与左房扩张前的结构改变无关,而左房扩张与主动脉僵硬和心肌和肾脏纤维化增加有关。慢性间歇性缺氧导致HFpEF和与肺动脉高压相关的松弛损害。高血糖加速舒张功能障碍和HFpEF的发作与动脉血流减少和左心室重构有关。因此,导致HFpEF的病理底物包括心脏和非心脏改变,每种合并症具有不同的特征。关键的是,与舒张功能障碍和HFpEF相关的各种合并症的特征与在人类患者中观察到的表型一致。结论:时间依赖性病理特征的识别提供了与每种合并症相关的HFpEF进展的全面图景。
{"title":"Unraveling Comorbidities Contribution to Cardiac Diastolic Dysfunction and Heart Failure.","authors":"María Villalba-Orero, Marina López-Olañeta, Belén Campos-Olmo, Daniel Jimenez-Carretero, Lucía Sánchez, Fátima Sánchez-Cabo, Antonella Ausiello, Rodrigo Cañas-Álvaro, Emilio Camafeita, Jesús Vázquez, Pablo García-Pavía, Domingo Pascual-Figal, Enrique Lara-Pezzi","doi":"10.1161/CIRCHEARTFAILURE.124.011724","DOIUrl":"10.1161/CIRCHEARTFAILURE.124.011724","url":null,"abstract":"<p><strong>Background: </strong>Heart failure with preserved ejection fraction (HFpEF) is a major public health problem characterized by multiple simultaneous comorbidities whose specific contribution is challenging to disentangle in humans, leading to a generalized therapeutic approach that may not account for the underlying pathology.</p><p><strong>Methods: </strong>We followed distinct mouse models of major HFpEF comorbidities for 2.5 years to unveil their specific contribution to the syndrome.</p><p><strong>Results: </strong>All comorbidities contributed to HFpEF through partially distinct routes. Aging alone resulted in HFpEF in old age, with delayed left ventricular relaxation and kidney fibrosis. Obesity induced a faster deterioration of relaxation associated with enlarged left ventricle and liver fibrosis. Hypertension caused delayed ventricular relaxation independent from structural changes that preceded left atrial dilatation linked to aortic stiffness and increased fibrosis in myocardium and kidney. Chronic intermittent hypoxia led to HFpEF and relaxation impairment associated with pulmonary hypertension. Hyperglycemia accelerated diastolic dysfunction and HFpEF onset associated with reduced arterial flow and left ventricular remodeling. Therefore, the pathological substrates contributing to HFpEF included cardiac and noncardiac alterations with differential features for each comorbidity. Critically, the characteristics linked to diastolic dysfunction and HFpEF across the various comorbidities agreed with phenogroups observed in human patients.</p><p><strong>Conclusions: </strong>The identification of time-dependent pathological features provides a comprehensive picture of HFpEF progression associated with each comorbidity.</p>","PeriodicalId":10196,"journal":{"name":"Circulation: Heart Failure","volume":" ","pages":"e011724"},"PeriodicalIF":7.8,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142750117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Circulation: Heart Failure
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