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Relationship between presystolic wave and subclinical left ventricular dysfunction as assessed by myocardial performance index in patients with metabolic syndrome. 代谢综合征患者心肌功能指数评价收缩前波与亚临床左心室功能障碍的关系。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-08-18 DOI: 10.1007/s10554-023-02929-4
Raif Kılıç, Muzaffer Aslan, Necip Nas, Tuncay Güzel

The myocardial performance index (MPI) is an index that shows both systolic and diastolic functions of the ventricle. Presystolic wave (PSW) is a late diastolic wave encountered in the left ventricular outflow tract (LVOT) and is associated with increased left ventricular stiffness and decreased left ventricular compliance. In our study, MPI was compared between patients with metabolic syndrome and normal patients, and we also investigated whether PSW could predict subclinical left ventricular dysfunction (SCLVD) in patients with metabolic syndrome. A total of 119 patients, 59 with metabolic syndrome and 60 healthy volunteers, were included in our study. Our study is a two-center prospective study. The patient groups were compared in terms of demographic, laboratory and echocardiographic parameters. Univariate and multivariate regression analyzes were performed to detect predictors of SCLVD. Higher MPI and PSW were found in patients with metabolic syndrome compared to the normal population (0.56 ± 0.11 vs. 0.46 ± 0.07, p < 0.001, 34 (57.6%) vs. 19 (31.7%), p = 0.004, respectively). MPI was found to be higher in patients with metabolic syndrome with PSW ( +) (0.59 ± 0.13 vs. 0.52 ± 0.05, p = 0.005). Smoking and PSW were found as Independent Predictors of Subclinical Left Ventricular Dysfunction in the Multivariate Logistic Regression Analysis Model (OR 0.146, 95%CI 0.028-0.767, p = 0.023 and OR 10.689, 95%CI 2.176-52.515, p = 0.004, respectively). Higher MPI and SCLVD were detected in patients with metabolic syndrome compared to the normal population. In addition, PSW positivity was associated with SCLVD in this patient group.

心肌功能指数(MPI)是显示心室收缩和舒张功能的指标。收缩期前波(PSW)是发生在左心室流出道(LVOT)的舒张晚期波,与左室僵硬度增加和左室顺应性降低有关。在我们的研究中,我们比较了代谢综合征患者和正常患者的MPI,并研究了PSW是否可以预测代谢综合征患者的亚临床左心室功能障碍(SCLVD)。本研究共纳入119例患者,其中59例为代谢综合征患者,60例为健康志愿者。本研究为双中心前瞻性研究。比较两组患者的人口学、实验室和超声心动图参数。进行单因素和多因素回归分析以检测SCLVD的预测因子。代谢综合征患者的MPI和PSW高于正常人群(0.56±0.11比0.46±0.07,p
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引用次数: 0
The role of myocardial perfusion imaging in predicting myocardial ischemia in patients diagnosed with long COVID. 心肌灌注成像在预测长冠状病毒患者心肌缺血中的作用。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-09-04 DOI: 10.1007/s10554-023-02928-5
Mustafa Erol, Hüseyin Tezcan, Mustafa Duran, Turgut Uygun, Ercan Kurtipek, Hasan Önner

Objective: Incomplete recovery with long-term complications weeks beyond the acute coronavirus disease 2019 (COVID-19) infection is referred to as long COVID. Among the well-known long-term complications of COVID-19, myocardial damage is a frequently encountered side effect. Yet there is a lack of data for identifying high-risk patients who are more likely to develop long-term cardiovascular complications following COVID-19. Myocardial perfusion imaging (MPI) is the primary functional imaging modality in evaluating myocardial ischemia This study aimed to investigate the role of MPI in predicting myocardial ischemia in patients diagnosed with long COVID.

Methods: Subjects were selected from eligible long COVID patients and control subjects without a prior history of COVID-19 who were referred to the nuclear medicine department for stress and rest single-photon emission computed tomography (SPECT) MPI. All participants' past medical records and clinical, and demographic characteristics were scanned. In addition, patients undergoing coronary angiography (CAG) following SPECT MPI were documented and patients with critical coronary stenosis were identified.

Results: Our results revealed that long COVID patients had higher rates of abnormal summed stress scores compared to the control subjects (p < 0.05). Additionally, serum CRP level, SPECT lung-to-heart ratio (LHR), and the presence of long COVID were independent predictors of ischemia. The presence of long COVID was the best predictor of ischemia among the aforementioned parameters (p < 0.001).

Conclusion: Our data indicate that SPECT MPI provides comprehensive information on myocardial perfusion and left ventricular function in long COVID patients.

目的:急性冠状病毒病2019 (COVID-19)感染后数周未完全康复并出现长期并发症,简称“长冠”。在众所周知的COVID-19长期并发症中,心肌损伤是常见的副作用。然而,缺乏数据来确定更有可能在COVID-19后出现长期心血管并发症的高危患者。心肌灌注成像(MPI)是评估心肌缺血的主要功能成像方式。本研究旨在探讨MPI在预测长冠肺炎患者心肌缺血中的作用。方法:选取符合条件的长期COVID-19患者和既往无COVID-19病史的对照组,转至核医学科进行应激休息单光子发射计算机断层扫描(SPECT) MPI。所有参与者过去的医疗记录、临床和人口统计学特征都被扫描。此外,记录了SPECT MPI后接受冠状动脉造影(CAG)的患者,并确定了危重冠状动脉狭窄的患者。结果:我们的研究结果显示,与对照组相比,长冠患者的总应激评分异常率更高(p)。结论:我们的数据表明SPECT MPI可以提供长冠患者心肌灌注和左心室功能的全面信息。
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引用次数: 0
Contrast-enhanced ultrasound for non-invasive differential diagnosis of unclear left atrial mass. 超声造影对不清楚左心房肿块的无创鉴别诊断。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-09-04 DOI: 10.1007/s10554-023-02926-7
Martin Christa, Jonas Müntze, Björn Lengenfelder, Peter Nordbeck

Transthoracic and transesophageal echocardiography detected a left atrial mass attached to the intra-atrialseptum. Intravenous contrast agent ruled out atrial thrombus, sugesting a left atrial myxoma. This highlights theimportance of contrast echocardiography for differential diagnosis of left atrial findings.

经胸经食管超声心动图发现左心房肿块附着于心房间隔。静脉造影剂排除心房血栓,提示左心房黏液瘤。这突出了对比超声心动图对左心房病变鉴别诊断的重要性。
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引用次数: 0
Concurrent acute coronary and takotsubo syndrome - two in one; Commentary. 并发急性冠状动脉和takotsubo综合征-二合一;评论。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-08-02 DOI: 10.1007/s10554-023-02921-y
Max Wagener, R Twerenbold, Michael J Zellweger, Philip Haaf
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引用次数: 0
Correction to: Serial changes of the side-branch ostial area after single crossover stenting with kissing-balloon inflation. 校正:单次交叉支架术后口侧分支面积的系列变化。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 DOI: 10.1007/s10554-023-02936-5
Tatsuhiro Fujimura, Takayuki Okamura, Ryoji Nagoshi, Yoshinobu Murasato, Masahiro Yamawaki, Yosuke Miyazaki, Hideaki Akase, Shiro Ono, Takeshi Serikawa, Yutaka Hikichi, Hiroaki Norita, Fumiaki Nakao, Tomohiro Sakamoto, Toshiro Shinke, Junya Shite
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引用次数: 0
Baseline angina burden predicts quality of life and functional improvement in patients with viable myocardium treated for chronic total occlusion. 基线心绞痛负担预测慢性全闭塞存活心肌治疗患者的生活质量和功能改善。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-07-12 DOI: 10.1007/s10554-023-02916-9
Johannes Kersten, Vanessa Maisenbacher, Pauline Fengel, Yvonne Werner, Carsten Hackenbroch, Meinrad Beer, Sören Westphal, Peter Bernhardt

Chronic total occlusion (CTO) is a common finding in patients with known or suspected coronary artery disease and has a distinctive role in these patients' quality of life. However, there is still a lack of evidence of correct patient selection for percutaneous coronary intervention (PCI). From July 2017 to August 2020, 68 patients with successful PCI of a CTO and previous evidence of viability for PCI by cardiovascular magnetic resonance imaging (CMR) were prospectively included in this single-centre observational study. Of these patients, 62 underwent follow-up CMR, and 56 underwent surveys using the Seattle Angina Questionnaire before PCI and 3, 12 and 24 months after PCI. The CMR results were assessed for volumetric, functional and deformation parameters. From the baseline to the follow-up, there was a significant reduction in the left ventricular volumes (all p < 0.001) and an increase in the left ventricular ejection fraction (57.6 ± 11.6% vs. 60.3 ± 9.4%, p = 0.006). Among the deformation parameters, only the left ventricular radial strain showed significant improvement. The SAQ showed an early improvement that emphasised angina stability and frequency as well as a summary score, which persisted after 24 months. A low SAQ summary score before PCI was the best predictive factor of good clinical improvement thereafter. Improvements in myocardial function and quality of life can be achieved with PCI of a CTO. Patient selection for PCI should be performed primarily among relevantly symptomatic patients when evidence of viability for PCI is present. The SAQ can help guide such patient selection.Trial registration ISRCTN, identifier: ISRCTN33203221. Retrospectively registered on 01.04.2020. https://www.isrctn.com/ISRCTN33203221.

慢性全闭塞(CTO)是已知或疑似冠状动脉疾病患者的常见发现,对这些患者的生活质量具有独特的作用。然而,仍然缺乏经皮冠状动脉介入治疗(PCI)的正确患者选择的证据。从2017年7月到2020年8月,68例CTO PCI成功患者和既往通过心血管磁共振成像(CMR)证明PCI可行性的患者被前瞻性纳入这项单中心观察性研究。在这些患者中,62例接受了随访CMR, 56例在PCI术前和PCI术后3、12和24个月接受了西雅图心绞痛问卷调查。评估CMR结果的体积、功能和变形参数。从基线到随访,左心室容积显著减少(p
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引用次数: 0
Evaluation of cardiovascular autonomic dysfunction in symptomatic post-COVID-19 patients using the heart rate variability (HRV) and detection of subtle LV dysfunction using 2D global longitudinal strain (GLS). 利用心率变异性(HRV)评估症状性covid -19后患者心血管自主神经功能障碍,并利用2D全局纵向应变(GLS)检测微妙的左室功能障碍。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-09-02 DOI: 10.1007/s10554-023-02915-w
Amira Nour, Mirna Fouad, Zeinab Abdel Salam

Aim: The COVID-19 disease primarily affects the respiratory system; however, cardiac involvement has been documented in the acute phase. We aimed to evaluate the cardiac autonomic function and subtle left ventricular dysfunction in those subjects recovered from mild to moderate acute COVID-19 patients but still symptomatic.

Methods and results: The study group was composed of 50 subjects with confirmed mild to moderate COVID-19. All subjects underwent routine 2D echocardiography assessment in addition to 2D speckle tracking and 24 h Holter monitoring for HRV analysis. The mean age of the study population was 42 ± 18 years; symptoms were reported as follows 27 (54%) had dyspnoea, 17 (34%) had palpitation, and 7 (14%) had dizziness. Time domain parameters Standard Deviation of NN intervals (SDNN), Standard Deviation of the Average NN intervals for each 5 min segment of a 24 h HRV recording (SDANN), and Root Mean Square of Successive RR interval Differences (rMSSD) were diminished with mean SDNN value being markedly impaired in 12 (24%) patients, while frequency domain parameters as assessed by the ratio of the Low-Frequency band power to the High-Frequency band power (LF/HF) with the mean of 1.837 with 8% of the patients being impaired. SDNN was significantly reduced in patients with impaired global longitudinal strain (p 0.000). The global longitudinal strain was diminished in 10 patients (20%); also, 80% of the patients with impaired GLS had decreased SDNN.

Conclusion: Our study targeted patients experiencing prolonged symptoms after COVID-19 illness. We detected a high incidence of GLS impairment using Speckle Tracking Echocardiography (STE) and a significant prevalence of diminished HRV. HRV (especially SDNN) and GLS were found to be significantly correlated.

目的:新型冠状病毒病主要影响呼吸系统;然而,心脏受累已被证明在急性期。我们的目的是评估那些从轻中度急性COVID-19患者中恢复但仍有症状的受试者的心脏自主神经功能和微妙的左心室功能障碍。方法与结果:研究组由50例确诊轻中度COVID-19患者组成。除二维斑点追踪和24小时动态心电图监测外,所有受试者均接受常规二维超声心动图评估。研究人群的平均年龄为42±18岁;报告的症状如下:27例(54%)呼吸困难,17例(34%)心悸,7例(14%)头晕。时域参数神经网络间隔标准差(SDNN)、24 h HRV记录每5分钟段的平均神经网络间隔标准差(SDANN)和连续RR间隔差均方根(rMSSD)减小,其中12例(24%)患者的平均SDNN值明显受损。频域参数为低频频段功率与高频频段功率之比(LF/HF),平均值为1.837,有8%的患者受损。整体纵向应变受损患者的SDNN显著降低(p 0.000)。10例(20%)患者整体纵向应变减小;80% GLS受损患者的SDNN降低。结论:我们的研究针对的是COVID-19疾病后症状延长的患者。我们使用斑点跟踪超声心动图(STE)检测到GLS损伤的高发生率和HRV降低的显著患病率。HRV(尤其是SDNN)与GLS有显著相关。
{"title":"Evaluation of cardiovascular autonomic dysfunction in symptomatic post-COVID-19 patients using the heart rate variability (HRV) and detection of subtle LV dysfunction using 2D global longitudinal strain (GLS).","authors":"Amira Nour, Mirna Fouad, Zeinab Abdel Salam","doi":"10.1007/s10554-023-02915-w","DOIUrl":"10.1007/s10554-023-02915-w","url":null,"abstract":"<p><strong>Aim: </strong>The COVID-19 disease primarily affects the respiratory system; however, cardiac involvement has been documented in the acute phase. We aimed to evaluate the cardiac autonomic function and subtle left ventricular dysfunction in those subjects recovered from mild to moderate acute COVID-19 patients but still symptomatic.</p><p><strong>Methods and results: </strong>The study group was composed of 50 subjects with confirmed mild to moderate COVID-19. All subjects underwent routine 2D echocardiography assessment in addition to 2D speckle tracking and 24 h Holter monitoring for HRV analysis. The mean age of the study population was 42 ± 18 years; symptoms were reported as follows 27 (54%) had dyspnoea, 17 (34%) had palpitation, and 7 (14%) had dizziness. Time domain parameters Standard Deviation of NN intervals (SDNN), Standard Deviation of the Average NN intervals for each 5 min segment of a 24 h HRV recording (SDANN), and Root Mean Square of Successive RR interval Differences (rMSSD) were diminished with mean SDNN value being markedly impaired in 12 (24%) patients, while frequency domain parameters as assessed by the ratio of the Low-Frequency band power to the High-Frequency band power (LF/HF) with the mean of 1.837 with 8% of the patients being impaired. SDNN was significantly reduced in patients with impaired global longitudinal strain (p 0.000). The global longitudinal strain was diminished in 10 patients (20%); also, 80% of the patients with impaired GLS had decreased SDNN.</p><p><strong>Conclusion: </strong>Our study targeted patients experiencing prolonged symptoms after COVID-19 illness. We detected a high incidence of GLS impairment using Speckle Tracking Echocardiography (STE) and a significant prevalence of diminished HRV. HRV (especially SDNN) and GLS were found to be significantly correlated.</p>","PeriodicalId":50332,"journal":{"name":"International Journal of Cardiovascular Imaging","volume":" ","pages":"2107-2118"},"PeriodicalIF":2.1,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673727/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10142957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Tricuspid annular area and leaflets stretch are associated with functional tricuspid regurgitation - insights from three-dimensional transesophageal echocardiography. 三尖瓣环面积和小叶拉伸与功能性三尖瓣反流有关——三维经食管超声心动图的观察。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-07-20 DOI: 10.1007/s10554-023-02917-8
Mana Ogawa, Asahiro Ito, Ayaka Ito, Andrew T Kim, Sera Ishikawa, Shinichi Iwata, Yosuke Takahashi, Yasuhiro Izumiya, Toshihiko Shibata, Daiju Fukuda

Background: The presence of functional tricuspid regurgitation (TR) is associated with mortality and morbidity. Although uniform management with a tricuspid annuloplasty ring is currently considered as a standard surgical procedure, high rates of residual TR despite annuloplasty are reported. Therefore, the identification of the TR mechanisms would be necessary to provide personalized treatment for each TR patient.

Methods: This study population consisted of 106 patients with mitral regurgitation (MR) who were scheduled for procedure. Transthoracic and transesophageal echocardiography were performed prior to mitral valve intervention. We performed three-dimensional quantitative assessment including tricuspid annular (TA) area and the distance between the three commissures of tricuspid valve.

Results: Significant TR, which is defined as moderate or greater TR, was detected in 23 (22%). TA area (P < 0.01), the distance of septal-leaflet length (SL) (P = 0.03) and posterior-leaflet length (PL) (p = 0.02) were significantly associated with significant TR, while TA diameter assessed by transthoracic echocardiography was not. When patients were divided into four groups according to SL and PL, the group with longer SL and PL had a significantly higher incidence of significant TR (P < 0.01).

Conclusions: Greater stretch of the septal and posterior leaflet between commissures and larger TA area are associated with significant TR in patients with severe MR. In order to prevent TR recurrence, the intervention of the septal leaflet in tricuspid annuloplasty may be beneficial. The precise implement of three-dimensional transesophageal echocardiography of tricuspid valve is valuable for a personalized strategy of tricuspid annuloplasty.

背景:功能性三尖瓣反流(TR)的存在与死亡率和发病率相关。尽管三尖瓣环成形术的统一治疗目前被认为是标准的外科手术,但据报道,尽管环成形术,残余TR的比例很高。因此,明确TR机制对于为每位TR患者提供个性化治疗是必要的。方法:本研究人群包括106例二尖瓣返流(MR)患者,他们计划进行手术。在二尖瓣介入治疗前进行经胸和经食管超声心动图检查。我们进行了三维定量评估,包括三尖瓣环(TA)面积和三尖瓣三相交之间的距离。结果:23例(22%)检测到显著TR,定义为中度或更大TR。结论:在严重mr患者中,纵隔和纵隔后小叶的拉伸越大,TA面积越大,TR越明显。为了防止TR复发,在三尖瓣环成形术中干预小叶可能是有益的。经食管三尖瓣三维超声心动图的精确实施对三尖瓣环成形术的个性化策略有价值。
{"title":"Tricuspid annular area and leaflets stretch are associated with functional tricuspid regurgitation - insights from three-dimensional transesophageal echocardiography.","authors":"Mana Ogawa, Asahiro Ito, Ayaka Ito, Andrew T Kim, Sera Ishikawa, Shinichi Iwata, Yosuke Takahashi, Yasuhiro Izumiya, Toshihiko Shibata, Daiju Fukuda","doi":"10.1007/s10554-023-02917-8","DOIUrl":"10.1007/s10554-023-02917-8","url":null,"abstract":"<p><strong>Background: </strong>The presence of functional tricuspid regurgitation (TR) is associated with mortality and morbidity. Although uniform management with a tricuspid annuloplasty ring is currently considered as a standard surgical procedure, high rates of residual TR despite annuloplasty are reported. Therefore, the identification of the TR mechanisms would be necessary to provide personalized treatment for each TR patient.</p><p><strong>Methods: </strong>This study population consisted of 106 patients with mitral regurgitation (MR) who were scheduled for procedure. Transthoracic and transesophageal echocardiography were performed prior to mitral valve intervention. We performed three-dimensional quantitative assessment including tricuspid annular (TA) area and the distance between the three commissures of tricuspid valve.</p><p><strong>Results: </strong>Significant TR, which is defined as moderate or greater TR, was detected in 23 (22%). TA area (P < 0.01), the distance of septal-leaflet length (SL) (P = 0.03) and posterior-leaflet length (PL) (p = 0.02) were significantly associated with significant TR, while TA diameter assessed by transthoracic echocardiography was not. When patients were divided into four groups according to SL and PL, the group with longer SL and PL had a significantly higher incidence of significant TR (P < 0.01).</p><p><strong>Conclusions: </strong>Greater stretch of the septal and posterior leaflet between commissures and larger TA area are associated with significant TR in patients with severe MR. In order to prevent TR recurrence, the intervention of the septal leaflet in tricuspid annuloplasty may be beneficial. The precise implement of three-dimensional transesophageal echocardiography of tricuspid valve is valuable for a personalized strategy of tricuspid annuloplasty.</p>","PeriodicalId":50332,"journal":{"name":"International Journal of Cardiovascular Imaging","volume":" ","pages":"2119-2125"},"PeriodicalIF":2.1,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9838242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Deep neural network-based clustering of deformation curves reveals novel disease features in PLN pathogenic variant carriers. 基于深度神经网络的变形曲线聚类揭示了PLN致病变异携带者的新疾病特征。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-08-11 DOI: 10.1007/s10554-023-02924-9
Karim Taha, Rutger R van de Leur, Melle Vessies, Thomas P Mast, Maarten J Cramer, Nicholas Cauwenberghs, Tom E Verstraelen, Remco de Brouwer, Pieter A Doevendans, Arthur Wilde, Folkert W Asselbergs, Maarten P van den Berg, Jan D'hooge, Tatiana Kuznetsova, Arco J Teske, René van Es

Echocardiographic deformation curves provide detailed information on myocardial function. Deep neural networks (DNNs) may enable automated detection of disease features in deformation curves, and improve the clinical assessment of these curves. We aimed to investigate whether an explainable DNN-based pipeline can be used to detect and visualize disease features in echocardiographic deformation curves of phospholamban (PLN) p.Arg14del variant carriers. A DNN was trained to discriminate PLN variant carriers (n = 278) from control subjects (n = 621) using raw deformation curves obtained by 2D-speckle tracking in the longitudinal axis. A visualization technique was used to identify the parts of these curves that were used by the DNN for classification. The PLN variant carriers were clustered according to the output of the visualization technique. The DNN showed excellent discriminatory performance (C-statistic 0.93 [95% CI 0.87-0.97]). We identified four clusters with PLN-associated disease features in the deformation curves. Two clusters showed previously described features: apical post-systolic shortening and reduced systolic strain. The two other clusters revealed novel features, both reflecting delayed relaxation. Additionally, a fifth cluster was identified containing variant carriers without disease features in the deformation curves, who were classified as controls by the DNN. This latter cluster had a very benign disease course regarding development of ventricular arrhythmias. Applying an explainable DNN-based pipeline to myocardial deformation curves enables automated detection and visualization of disease features. In PLN variant carriers, we discovered novel disease features which may improve individual risk stratification. Applying this approach to other diseases will further expand our knowledge on disease-specific deformation patterns. Overview of the deep neural network-based pipeline for feature detection in myocardial deformation curves. Firstly, phospholamban (PLN) p.Arg14del variant carriers and controls were selected and a deep neural network (DNN) was trained to detect the PLN variant carriers. Subsequently, a clustering-based approach was performed on the attention maps of the DNN, which revealed 4 distinct phenotypes of PLN variant carriers with different prognoses. Moreover, a cluster without features and a benign prognosis was detected.

超声心动图变形曲线提供心肌功能的详细信息。深度神经网络(dnn)可以自动检测变形曲线中的疾病特征,并改善这些曲线的临床评估。我们的目的是研究一种可解释的基于dnn的管道是否可以用于检测和可视化磷蛋白(PLN) p.a g14del变异携带者的超声心动图变形曲线的疾病特征。训练DNN,通过在纵轴上进行2d散斑跟踪获得的原始变形曲线,将PLN变异携带者(n = 278)与对照受试者(n = 621)区分开来。使用可视化技术来识别这些曲线中被DNN用于分类的部分。根据可视化技术的输出结果对PLN变异载体进行聚类。DNN表现出优异的区分性能(c统计量0.93 [95% CI 0.87-0.97])。我们在变形曲线中确定了四组与pln相关的疾病特征。两个集群显示先前描述的特征:收缩后根尖缩短和收缩应变减少。另外两个簇显示出新的特征,都反映了延迟松弛。此外,鉴定出第五组包含变形曲线中没有疾病特征的变异携带者,通过DNN将其分类为对照组。后一组在室性心律失常的发展方面具有非常良性的病程。将可解释的基于dnn的管道应用于心肌变形曲线可以实现疾病特征的自动检测和可视化。在PLN变异携带者中,我们发现了可能改善个体风险分层的新疾病特征。将这种方法应用于其他疾病将进一步扩大我们对疾病特异性变形模式的了解。基于深度神经网络的心肌变形曲线特征检测方法综述。首先,选择磷蛋白(PLN) p.a g14del变异载体和对照,训练深度神经网络(DNN)检测PLN变异载体;随后,对DNN的注意图进行了基于聚类的方法,揭示了具有不同预后的PLN变异携带者的4种不同表型。此外,检测到无特征和预后良好的群集。
{"title":"Deep neural network-based clustering of deformation curves reveals novel disease features in PLN pathogenic variant carriers.","authors":"Karim Taha, Rutger R van de Leur, Melle Vessies, Thomas P Mast, Maarten J Cramer, Nicholas Cauwenberghs, Tom E Verstraelen, Remco de Brouwer, Pieter A Doevendans, Arthur Wilde, Folkert W Asselbergs, Maarten P van den Berg, Jan D'hooge, Tatiana Kuznetsova, Arco J Teske, René van Es","doi":"10.1007/s10554-023-02924-9","DOIUrl":"10.1007/s10554-023-02924-9","url":null,"abstract":"<p><p>Echocardiographic deformation curves provide detailed information on myocardial function. Deep neural networks (DNNs) may enable automated detection of disease features in deformation curves, and improve the clinical assessment of these curves. We aimed to investigate whether an explainable DNN-based pipeline can be used to detect and visualize disease features in echocardiographic deformation curves of phospholamban (PLN) p.Arg14del variant carriers. A DNN was trained to discriminate PLN variant carriers (n = 278) from control subjects (n = 621) using raw deformation curves obtained by 2D-speckle tracking in the longitudinal axis. A visualization technique was used to identify the parts of these curves that were used by the DNN for classification. The PLN variant carriers were clustered according to the output of the visualization technique. The DNN showed excellent discriminatory performance (C-statistic 0.93 [95% CI 0.87-0.97]). We identified four clusters with PLN-associated disease features in the deformation curves. Two clusters showed previously described features: apical post-systolic shortening and reduced systolic strain. The two other clusters revealed novel features, both reflecting delayed relaxation. Additionally, a fifth cluster was identified containing variant carriers without disease features in the deformation curves, who were classified as controls by the DNN. This latter cluster had a very benign disease course regarding development of ventricular arrhythmias. Applying an explainable DNN-based pipeline to myocardial deformation curves enables automated detection and visualization of disease features. In PLN variant carriers, we discovered novel disease features which may improve individual risk stratification. Applying this approach to other diseases will further expand our knowledge on disease-specific deformation patterns. Overview of the deep neural network-based pipeline for feature detection in myocardial deformation curves. Firstly, phospholamban (PLN) p.Arg14del variant carriers and controls were selected and a deep neural network (DNN) was trained to detect the PLN variant carriers. Subsequently, a clustering-based approach was performed on the attention maps of the DNN, which revealed 4 distinct phenotypes of PLN variant carriers with different prognoses. Moreover, a cluster without features and a benign prognosis was detected.</p>","PeriodicalId":50332,"journal":{"name":"International Journal of Cardiovascular Imaging","volume":" ","pages":"2149-2161"},"PeriodicalIF":2.1,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673970/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9977810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Cardiovascular magnetic resonance (CMR) and positron emission tomography (PET) imaging in the diagnosis and follow-up of patients with acute myocarditis and chronic inflammatory cardiomyopathy : A review paper with practical recommendations on behalf of the European Society of Cardiovascular Radiology (ESCR). 心血管磁共振(CMR)和正电子发射断层扫描(PET)成像在急性心肌炎和慢性炎症性心肌病患者的诊断和随访中的应用:代表欧洲心血管放射学会(ESCR)的一篇具有实用建议的综述论文。
IF 2.1 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2023-11-01 Epub Date: 2023-09-08 DOI: 10.1007/s10554-023-02927-6
Federico Caobelli, Jordi Broncano Cabrero, Nicola Galea, Philip Haaf, Christian Loewe, Julian A Luetkens, Giuseppe Muscogiuri, Marco Francone

Advanced cardiac imaging techniques such as cardiovascular magnetic resonance (CMR) and positron emission tomography (PET) are widely used in clinical practice in patients with acute myocarditis and chronic inflammatory cardiomyopathies (I-CMP). We aimed to provide a review article with practical recommendations from the European Society of Cardiovascular Radiology (ESCR), in order to guide physicians in the use and interpretation of CMR and PET in clinical practice both for acute myocarditis and follow-up in chronic forms of I-CMP.

心血管磁共振(CMR)和正电子发射断层扫描(PET)等先进的心脏成像技术广泛应用于急性心肌炎和慢性炎症性心肌病(I-CMP)的临床治疗。我们的目的是提供一篇来自欧洲心血管放射学会(ESCR)的实用建议的综述文章,以指导医生在急性心肌炎和慢性I-CMP的临床实践中使用和解释CMR和PET。
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引用次数: 1
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International Journal of Cardiovascular Imaging
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