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Machine Learning Identifies Clinically Distinct Phenotypes in Patients With Aortic Regurgitation. 机器学习识别主动脉瓣反流患者的临床分型
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-18 DOI: 10.1016/j.echo.2024.10.019
Brototo Deb, Christopher G Scott, Hector I Michelena, Sorin V Pislaru, Vuyisile T Nkomo, Garvan C Kane, Juan A Crestanello, Patricia A Pellikka, Vidhu Anand

Background: Aortic regurgitation (AR) is a prevalent valve disease with a long latent period before symptoms appear. Recent data has suggested the role of novel markers of myocardial overload in assessing onset of decompensation.

Methods: The aim of this study was to evaluate the role of unsupervised cluster analyses in identifying different clinical clusters, including clinical status, and a large number of echocardiographic variables including left ventricular volumes, and their associations with mortality. Patients with moderate to severe or greater chronic AR identified using echocardiography at the Mayo Clinic in Rochester, Minnesota, were retrospectively analyzed. The primary outcome was all-cause mortality censored at aortic valve surgery. Uniform manifold approximation and projection with the k-means algorithm was used to cluster patients using clinical and echocardiographic variables at the time of presentation. Missing data were imputed using the multiple imputation by chained equations method. A supervised approach trained on the training set was used to find cluster membership in a hold-out validation set. Log-rank tests were used to assess differences in mortality rates among the clusters in both the training and validation sets.

Results: Three distinct clusters were identified among 1,100 patients (log-rank P for survival < .001). Cluster 1 (n = 337), which included younger males with severe AR but fewer symptoms, showed the best survival at 75.6% (95% CI, 69.5%-82.3%). Cluster 2 (n = 235), including older patients and more females with elevated filling pressures, showed intermediate survival of 64.2% (95% CI, 56.8%-72.5%). Cluster 3 (n = 253), characterized by severe symptomatic AR, demonstrated the lowest survival of 45.3% (95% CI, 34.4%-59.8%) at 5 years. Similar clusters were identified in the internal validation cohort.

Conclusions: Distinct clusters with variable echocardiographic features and mortality differences exist within patients with chronic moderate to severe or greater AR. Recognizing these clusters can refine individual risk stratification and clinical decision-making after verification in future prospective studies.

背景:主动脉瓣反流(AR)是一种常见的瓣膜疾病,其症状潜伏期较长。最近的数据表明,心肌负荷过重的新标记物在评估失代偿的发生方面发挥了作用:我们试图评估无监督聚类分析在识别不同临床聚类(包括临床状态)和大量超声心动图变量(包括左心室容积)方面的作用及其与死亡率的关系。对罗切斯特梅奥诊所使用超声心动图鉴定出的≥中重度慢性 AR 患者进行了回顾性分析。主要结果是主动脉瓣手术/最后一次随访时的全因死亡率。利用K-means算法的UMAP(Uniform Manifold Approximation and Projection)通过患者发病时的临床和超声心动图变量对患者进行分组。缺失数据采用链式方程多重估算法(MICE)进行估算。在训练集上训练的监督方法被用于在排除验证集中寻找群组成员。对数秩检验用于评估训练集和验证集中不同群组间死亡率的差异:结果:在 1100 名患者中发现了三个不同的群组(生存率的对数秩检验结论):慢性≥中度-重度 AR 患者中存在不同的超声心动图特征和死亡率差异。在未来的前瞻性研究中进行验证后,识别这些群组可完善个体风险分层和临床决策。
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引用次数: 0
Systolic Function in the Fontan Circulation Is Exercise, but Not Preload, Recruitable. 丰坦循环的收缩功能可通过运动恢复,但不可通过前负荷恢复。
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-15 DOI: 10.1016/j.echo.2024.11.005
Simone Goa Diab, Assami Rösner, Gaute Døhlen, Henrik Brun, Guro Grindheim, Kanyalak Vithessonthi, Mark K Friedberg, Henrik Holmstrøm, Thomas Möller

Background: Fontan circulatory failure with impaired systolic function is well documented; however, its mechanisms are not fully understood. The aim of this study was to explore myocardial functional reserve in adolescent patients with Fontan circulation in response to exercise or acute preload increase.

Methods: The study included 32 patients (median age, 16.7 years; range, 15.4-17.9 years; 12 female patients) with Fontan circulation. Echocardiographic imaging was performed during exercise using a recumbent cycle ergometer and during heart catheterization with a rapid infusion of 0.9% saline infusion at 5 mL/kg body weight. Myocardial peak longitudinal strain (LS) was measured in a four-chamber view during specific time intervals before, during, and after exercise (LSstress) and volume load (LScath). During catheterization, central venous pressure and ventricular end-diastolic pressure were simultaneously recorded. A control group of 16 healthy individuals participated in the exercise test.

Results: Mean LSstress was less negative for patients than for control subjects (P ≤ .001 at all stages); however, it significantly improved from -18.4 ± 5.5% at baseline to -22.0 ± 6.5% (P = .004) at maximal loading. LSstress at maximal loading did not correlate with changes in heart rate. During catheterization, mean LScath was -19.6 ± 6.0% at baseline and did not improve significantly at 1.00 to 2.00 minutes and at 4.00 to 6.00 minutes after saline infusion. In more than half of the patients, LScath worsened or improved by less than -2% after saline infusion. Worsening of LScath correlated with central venous pressure and ventricular end-diastolic pressure in all conditions (P ≤ .017). There was no difference in LSstress or LScath between the morphologic right ventricle and the morphologic left ventricle.

Conclusions: Patients with Fontan circulation demonstrate systolic myocardial functional reserve that can be recruited with exercise stress but not with an acute increase in preload.

背景:丰唐循环衰竭伴有收缩功能受损的情况已被充分证实,但其机制尚未完全明了。我们旨在探讨丰坦循环青少年患者的心肌功能储备对运动或急性前负荷增加的反应:我们的研究包括 32 名丰坦循环患者(中位年龄:16.7 岁,范围:15.4-17.9 岁,女性 12 名)。超声心动图成像是在使用仰卧位循环测力计运动时进行的,以及在快速输注0.9%生理盐水(5 mL/kg体重)的心导管检查过程中进行的。我们测量了运动前、运动中和运动后特定时间间隔内的四腔心肌峰值纵向应变(LS)(LSstress)和容量负荷(LScath)。在导管插入过程中,同时记录中心静脉压(CVP)和心室舒张末期压(VEDP)。由 16 名健康人组成的对照组参加了运动测试:结果:患者的平均 LSstress 负值低于对照组(所有阶段的 P 均≤0.001);但是,患者的 LSstress 负值从基线时的(-18.4±5.5%)显著提高到最大负荷时的(-22.0±6.5%)(P=0.004)。最大负荷时的 LSstress 与心率变化无关。在导管插入过程中,基线时的平均 LScath 为 -19.6±6.0%,在注入生理盐水后的 1.00-2.00 分钟和 4.00-6.00 分钟内没有明显改善。一半以上的患者在输注生理盐水后,LScath 的恶化或改善幅度低于-2%。在所有情况下,LScath 的恶化都与 CVP 和 VEDP 相关(P≤0.017)。形态学右心室和形态学左心室的LSstress或LScath没有差异:结论:丰坦循环患者表现出收缩期心肌功能储备,可在运动应激时被招募,但不能在前负荷急性增加时被招募。
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引用次数: 0
Height-Based Pediatric Echocardiographic Z Scores Are Valid in Patients With Normal Body Mass Index and May Be Advantageous in Obese Patients. 基于身高的小儿超声心动图 Z 值对体重指数正常的患者有效,对肥胖患者可能更有优势。
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-14 DOI: 10.1016/j.echo.2024.10.021
David Ezon, Son Q Duong, Guillaume Stoffels, Leo Lopez, Joseph Mahgerefteh
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引用次数: 0
Normal Fetal Ventricular Strain Pilot Study. 正常胎儿心室应变试验研究
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-09 DOI: 10.1016/j.echo.2024.10.020
Carol McFarland, Cathleen Pruitt, Mary T Donofrio, Lindsay R Freud, Leo Lopez, L LuAnn Minich, Anita J Moon-Grady, Zhining Ou, Rajesh Punn, Theresa A Tacy, Oluwatosin Fatusin, Nelangi Pinto
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引用次数: 0
Sleep Duration and Subclinical Left Ventricular Dysfunction in Older Adults. 老年人的睡眠时间和亚临床左心室功能障碍。
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-09 DOI: 10.1016/j.echo.2024.11.002
Yuriko Yoshida, Zhezhen Jin, Cesare Russo, Shunichi Homma, Carlo Mannina, Koki Nakanishi, Tatjana Rundek, Mitchell S V Elkind, Marco R Di Tullio
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引用次数: 0
Association With Outcomes of Correcting the Proximal Isovelocity Surface Area Method to Quantitate Secondary Tricuspid Regurgitation. 修正 PISA 方法以量化继发性三尖瓣反流与疗效的关系
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-05 DOI: 10.1016/j.echo.2024.10.015
Michele Tomaselli, Marco Penso, Luigi P Badano, Alexandra Clement, Noela Radu, Francesca Heilbron, Mara Gavazzoni, Diana R Hădăreanu, Giorgio Oliverio, Samantha Fisicaro, Paolo Springhetti, Cinzia Pece, Caterina Delcea, Denisa Muraru

Background: Although the correction of the proximal isovelocity surface area (PISA) method has been shown to improve the accuracy of assessing the severity of secondary tricuspid regurgitation (STR), its clinical impact remains to be investigated. The aim of this study was to compare the association of the quantitative parameters of STR severity obtained from the corrected and conventional PISA methods with outcomes.

Methods: Both conventional and corrected effective regurgitant orifice area (EROA) (EROA vs corrected EROA [EROAc]), regurgitant volume (RegVol) (RegVol vs corrected RegVol [RegVolc]), and regurgitant fraction (RegFr) (RegFr vs corrected RegFr [RegFrc]) were measured in 519 consecutive patients (mean age, 75 ± 12 years; 44% men; 74% with ventricular STR) with moderate and severe STR. The end point was a composite of heart failure hospitalization and death.

Results: EROAc, RegVolc, and RegFrc were significantly larger than EROA, RegVol, and RegFr (P < .001 for all). After a mean follow-up period of 19 ± 15 months, 210 patients reached the end point. Using time-dependent receiver operating characteristic curves, the parameters obtained from the corrected PISA method were more closely associated with outcomes at 2 years than those obtained with the conventional PISA method: EROAc vs EROA (P < .001), RegVolc vs RegVol (P = .001), and RegFrc vs RegFr (P < .001) for ventricular STR. Conversely, no significant differences were detected for atrial STR. After multivariable adjustment, both uncorrected and corrected EROA, RegVol, and RegFr were independently associated with the end point. Using the new five-grade severity scheme, patients reclassified using the corrected PISA method had a significantly higher rate of events compared with those not reclassified among those with ventricular STR (P = .0086). Conversely, this relationship was not statistically significant in patients with atrial STR (P = .061).

Conclusions: Correcting the PISA method provides larger quantitative parameters of STR severity that are more closely associated with outcomes in patients with ventricular STR.

背景:尽管近端等速表面积(PISA)校正法已被证明可提高评估继发性三尖瓣反流(STR)严重程度的准确性,但其临床影响仍有待研究:目的:比较修正和传统 PISA 方法获得的 STR 严重程度定量参数与预后的相关性:我们测量了连续519例中度和重度STR患者(75±12岁,44%为男性,74%为心室患者)的常规和校正有效反流孔面积[EROA vs. corrected EROA (EROAc)]、反流容积[RegVol vs. corrected RegVol (RegVolc)]和反流分数[RegFr vs. corrected RegFr (RegFrc)]。终点是心衰住院和死亡的综合结果:结果:EROAc、RegVolc 和 RegFrc 均明显大于EROA、RegVol 和 RegFr(P 均<0.001)。经过 19±15 个月的随访,210 名患者达到终点。利用时间依赖性 ROC 曲线,与传统 PISA 相比,校正 PISA 得出的参数与两年后的结果更密切相关:EROAc与EROA相比(p
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引用次数: 0
Applicability of Appropriate Use Criteria for Echocardiography in an Underserved Population 超声心动图适当使用标准在未获服务人群中的适用性。
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.1016/j.echo.2024.07.003
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引用次数: 0
Comparative Prognostic Value of Echocardiographic Parameters of the Subpulmonary Left Ventricle in Adults With a Systemic Right Ventricle 系统性右心室成人肺下左心室超声心动图参数的预后比较价值。
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.1016/j.echo.2024.07.009
Elena Surkova MD, MSc, PhD, Andrew Constantine MA, MBBS, PhD, Marichelle Alviento BSc, Armi Austria-Manlapig BSc, Zhuoyuan Xu MD, Cathy West MSc, AMS, Konstantinos Dimopoulos MD, MSc, PhD, Wei Li MD, PhD
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引用次数: 0
Complete Hemodynamic Assessment of the Aortic Valve 主动脉瓣的完整血液动力学评估。
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.1016/j.echo.2024.08.001
Benjamin S. Wessler MD, Melissa Tsoi MD, Monica M. Dehn RDCS, Ayan R. Patel MD
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引用次数: 0
Refining the Role of Dobutamine Stress Echocardiography for Low-Gradient Aortic Stenosis in the Current Management Era 完善多巴酚丁胺应激超声心动图在当前低梯度主动脉瓣狭窄治疗中的作用
IF 5.4 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.1016/j.echo.2024.08.006
Ching-Hui Sia MBBS , Kian-Keong Poh MBBChir, MMed
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引用次数: 0
期刊
Journal of the American Society of Echocardiography
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