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Contemporary Review of Minimally Invasive Mitral Valve Surgery: Current Considerations and Innovations. 微创二尖瓣手术的当代回顾:当前的考虑和创新。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-14 DOI: 10.3390/jcdd11120404
Sharifa Alsheebani, Daniel Goubran, Benoit de Varennes, Vincent Chan

Minimally invasive mitral valve surgery (MIMVS) has become a well-established alternative to traditional median sternotomy at high-volume surgical centers. Advancements in surgical instruments have led to further refinement of MIMVS. However, MIMVS remains limited to select patients in select settings. In this review, we provide a brief overview of the evolution of MIMVS, as well as a technical description of the most relevant aspects of minimally invasive mitral valve surgery.

微创二尖瓣手术(MIMVS)已成为传统胸骨正中切开术的一种成熟的替代方法。手术器械的进步导致了MIMVS的进一步完善。然而,MIMVS仍然局限于特定环境下的特定患者。在这篇综述中,我们简要概述了MIMVS的发展,以及微创二尖瓣手术最相关方面的技术描述。
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引用次数: 0
Identification and Evaluation of Angiogenesis-Related Proteins That Predict Major Adverse Cardiovascular Events in Patients with Peripheral Artery Disease. 外周动脉疾病患者主要不良心血管事件的血管生成相关蛋白的鉴定和评估
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-13 DOI: 10.3390/jcdd11120402
Ben Li, Farah Shaikh, Houssam Younes, Batool Abuhalimeh, Jason Chin, Khurram Rasheed, Abdelrahman Zamzam, Rawand Abdin, Mohammad Qadura
<p><strong>Background: </strong>The most common cause of death in patients with peripheral artery disease (PAD) are major adverse cardiovascular events (MACEs), including myocardial infarction (MI) and stroke. However, data on biomarkers that could be used to help predict MACEs in patients with PAD to guide clinical decision making is limited. Angiogenesis-related proteins have been demonstrated to play an important role in systemic atherosclerosis and may act as prognostic biomarkers for MACEs in patients with PAD. In this study, we evaluated a large panel of angiogenesis-related proteins and identified specific biomarkers associated with MACEs in patients with PAD.</p><p><strong>Methods: </strong>We conducted a prognostic study using a prospectively recruited cohort of 406 patients (254 with PAD and 152 without PAD). Plasma concentrations of 22 circulating angiogenesis-related proteins were measured at baseline, and the cohort was followed for 2 years. The primary outcome was 2-year MACEs (composite of MI, stroke, or death). Plasma protein concentrations were compared between PAD patients with and without 2-year MACEs using Mann-Whitney U tests. Differentially expressed proteins were further investigated in terms of their prognostic potential. Specifically, Cox proportional hazards analysis was performed to determine the independent association between differentially expressed proteins and 2-year MACEs, controlling for all baseline demographic and clinical characteristics, including existing coronary artery disease and cerebrovascular disease. Kaplan-Meier analysis was conducted to assess 2-year freedom from MACEs in patients with low vs. high levels of the differentially expressed proteins based on median plasma concentrations.</p><p><strong>Results: </strong>The mean age of the cohort was 68.8 (SD 11.1), and 134 (33%) patients were female. Two-year MACEs occurred in 63 (16%) individuals. The following proteins were significantly elevated in PAD patients with 2-year MACEs compared to those without 2-year MACEs: endostatin (69.15 [SD 58.15] vs. 51.34 [SD 29.07] pg/mL, <i>p</i> < 0.001), angiopoietin-like protein 4 (ANGPTL4) (0.20 [SD 0.09] vs. 0.12 [SD 0.04] pg/mL, <i>p</i> < 0.001), and ANGPTL3 (51.57 [SD 21.92] vs. 45.16 [SD 21.90] pg/mL, <i>p</i> = 0.001). Cox proportional hazards analysis demonstrated that these three proteins were independently associated with 2-year MACEs after adjusting for all baseline demographic and clinical characteristics: endostatin (HR 1.39 [95% CI 1.12-1.71] <i>p</i> < 0.001), ANGPTL4 (HR 1.35 [95% CI 1.08-1.68], <i>p</i> < 0.001), and ANGPTL3 (HR 1.35 [95% CI 1.12-1.63], <i>p</i> < 0.001). Over a 2-year follow-up period, patients with higher levels of endostatin, ANGPTL4, and ANGPTL3 had a lower freedom from MACEs. Supplementary analysis demonstrated that these three proteins were not significantly associated with 2-year MACEs in patients without PAD.</p><p><strong>Conclusions: </strong>Among a panel of 22 angio
背景:外周动脉疾病(PAD)患者最常见的死亡原因是主要不良心血管事件(mace),包括心肌梗死(MI)和中风。然而,可用于帮助预测PAD患者mace以指导临床决策的生物标志物数据有限。血管生成相关蛋白已被证明在系统性动脉粥样硬化中发挥重要作用,并可能作为PAD患者mace的预后生物标志物。在这项研究中,我们评估了大量血管生成相关蛋白,并确定了与PAD患者mace相关的特异性生物标志物。方法:我们进行了一项预后研究,前瞻性招募406例患者(254例患有PAD, 152例无PAD)。在基线时测量22种循环血管生成相关蛋白的血浆浓度,并对该队列进行2年随访。主要终点为2年mace(心肌梗死、卒中或死亡的综合指标)。采用Mann-Whitney U试验比较伴有和未伴有2年mace的PAD患者的血浆蛋白浓度。进一步研究差异表达蛋白的预后潜力。具体来说,我们进行了Cox比例风险分析,以确定差异表达蛋白与2年mace之间的独立关联,控制所有基线人口统计学和临床特征,包括现有的冠状动脉疾病和脑血管疾病。Kaplan-Meier分析以中位血浆浓度为基础,对差异表达蛋白水平低与高的患者进行2年无mace的评估。结果:队列平均年龄为68.8岁(SD 11.1),女性134例(33%)。2年mace发生63例(16%)。与未发生2年MACEs的PAD患者相比,伴有2年MACEs的PAD患者的下列蛋白显著升高:内皮抑素(69.15 [SD 58.15] vs. 51.34 [SD 29.07] pg/mL, p < 0.001)、血管生成素样蛋白4 (ANGPTL4) (0.20 [SD 0.09] vs. 0.12 [SD 0.04] pg/mL, p < 0.001)和ANGPTL3 (51.57 [SD 21.92] vs. 45.16 [SD 21.90] pg/mL, p = 0.001)。Cox比例风险分析显示,在调整所有基线人口统计学和临床特征后,这三种蛋白与2年mace独立相关:内皮抑素(HR 1.39 [95% CI 1.12-1.71] p < 0.001)、ANGPTL4 (HR 1.35 [95% CI 1.08-1.68], p < 0.001)和ANGPTL3 (HR 1.35 [95% CI 1.12-1.63], p < 0.001)。在2年的随访期间,内皮抑素、ANGPTL4和ANGPTL3水平较高的患者患mace的自由度较低。补充分析表明,这三种蛋白与非PAD患者2年mace无显著相关性。结论:在一组22种血管生成相关蛋白中,内皮抑素、ANGPTL4和ANGPTL3被确定为与PAD患者2年mace独立且特异性相关。测量这些蛋白的血浆浓度可以支持PAD患者的MACE风险分层,从而为心脏病专家、神经科医生和血管医学专家多学科转诊的临床决策提供信息,并指导药物治疗的积极性,从而改善PAD患者的心血管预后。
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引用次数: 0
Unifocalization of Major Aortopulmonary Collateral Arteries (MAPCAs) and Native Pulmonary Arteries in Infancy-Application of 3D Printing and Virtual Reality. 婴幼儿主要主动脉-肺动脉侧支动脉(MAPCAs)和原生肺动脉的统一定位——3D打印和虚拟现实的应用。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-13 DOI: 10.3390/jcdd11120403
Jacek Kolcz, Anna Rudek-Budzynska, Krzysztof Grandys

Background: Major aortopulmonary collateral arteries (MAPCAs) are rare remnants of pulmonary circulation embryological development usually associated with complex congenital anomalies of the right ventricular outflow tract and pulmonary arteries. Effective management requires surgical unifocalization of MAPCAs and native pulmonary arteries (NPAs). Traditional imaging may lack the spatial clarity needed for precise surgical planning.

Aim: This study evaluated the feasibility of integrating three-dimensional (3D) printing and virtual reality (VR) into preoperative planning to improve surgical precision, team communication, and parental understanding. In a prospective cohort study, nine infants undergoing MAPCA unifocalization were included. Four patients underwent conventional imaging-based planning (control), while five were additionally assessed using VR and 3D-printed models (intervention). The outcomes measured included operative times, team confidence, collaboration, and parental satisfaction. Statistical analysis was performed using standard tests.

Results: The intervention group had shorter operative and cardiopulmonary bypass times compared to the control group. Intraoperative complications were absent in the VR/3D group but occurred in the control group. Medical staff in the VR/3D group reported significantly improved understanding of anatomy, surgical preparedness, and team collaboration (p < 0.05). Parents also expressed higher satisfaction, with better comprehension of their child's anatomy and surgical plan.

Conclusions: VR and 3D printing enhanced preoperative planning, surgical precision, and communication, proving valuable for complex congenital heart surgery. These technologies offer promising potential to improve clinical outcomes and patient-family experiences, meriting further investigation in larger studies.

背景:主动脉-肺动脉副支(MAPCAs)是肺循环胚胎发育的罕见残余,通常与复杂的先天性右心室流出道和肺动脉异常有关。有效的治疗需要将MAPCAs和原生肺动脉(npa)手术统一。传统影像可能缺乏精确手术计划所需的空间清晰度。目的:本研究评估将三维打印和虚拟现实(VR)技术整合到术前计划中的可行性,以提高手术精度、团队沟通和家长理解。在一项前瞻性队列研究中,包括9名接受MAPCA统一定位的婴儿。4名患者接受传统的基于成像的计划(对照组),而5名患者使用VR和3d打印模型进行额外评估(干预)。测量的结果包括手术时间、团队信心、合作和家长满意度。采用标准检验进行统计分析。结果:干预组手术次数和体外循环次数均少于对照组。VR/3D组无术中并发症,而对照组出现术中并发症。VR/3D组的医务人员报告说,他们对解剖、手术准备和团队协作的理解显著提高(p < 0.05)。家长们对孩子的解剖结构和手术计划有了更好的理解,也表达了更高的满意度。结论:VR和3D打印技术提高了术前规划、手术精度和沟通能力,在复杂的先心病手术中具有重要价值。这些技术为改善临床结果和患者家庭体验提供了良好的潜力,值得在更大规模的研究中进一步研究。
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引用次数: 0
Computed Tomography Coronary Angiography Is Feasible and Reliable for Proximal Coronary Segment Interpretation in Patients with Elevated Body Mass Index. 计算机断层冠状动脉造影对体重指数升高患者的近端冠状动脉段解释是可行和可靠的。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-11 DOI: 10.3390/jcdd11120400
Anthony Salib, Michael Hay, Rahul Muthalaly, Timothy Abrahams, Nushrat Sultana, Raj Kanna, Ravi Rao, Akira Abe, John Bastwrous, Emma Aldous, Huong Tu, Sarang Paleri, Sheran Vasanthakumar, Alisha Patel, Rhea Nandurkar, Adam Brown, Andrew Lin, Nitesh Nerlekar

Computed tomography coronary angiography (CTCA) is under-utilised in detecting coronary artery disease (CAD) in obese patients due to concerns about non-evaluable testing. We hypothesise that these concerns are predominantly related to smaller and branch coronary vessels, and CTCA remains adequate for proximal segment stenosis interpretation, which has significant clinical implications. This retrospective cohort study, on consecutive patients referred for CTCA for suspected CAD, grouped patients by body mass index. A 4-point Likert scale assessed image quality, with any poorly visualised segment at the per-patient level resulting in the CTCA being subsequently analysed for proximal coronary artery segment evaluability. Of the 703 patients, 93.5% of the studies were fully evaluable. Patients with a BMI ≥ 40, diabetic patients, and patients with an elevated acquisition heart rate were associated with suboptimal studies. Of the 46 suboptimal studies, 163/182 (90%) of proximal segments were fully evaluable. Non-evaluable segments were derived from seven patients (one with a BMI ≥ 40). Reasons for proximal segment non-evaluability were predominantly due to calcific blooming (12/19 segments). While CTCA may be less reliable for distal and side-branch artery evaluation in obese patients, it remains highly evaluable for stenosis severity of the proximal main coronary segments, which carries prognostic significance. It may therefore be considered a suitable non-invasive anatomic test for patients, regardless of BMI.

计算机断层冠状动脉造影(CTCA)在检测肥胖患者冠状动脉疾病(CAD)方面的应用不足,因为担心检测结果无法评估。我们假设这些问题主要与较小的冠状动脉分支有关,CTCA仍然足以解释近段狭窄,这具有重要的临床意义。这项回顾性队列研究,对疑似CAD的连续患者进行CTCA,按体重指数分组。4点Likert量表评估图像质量,每个患者水平的任何不良图像段导致CTCA随后被分析为近端冠状动脉段的可评估性。在703例患者中,93.5%的研究是完全可评估的。BMI≥40的患者、糖尿病患者和获得性心率升高的患者与次优研究相关。在46个次优研究中,163/182(90%)的近端节段是完全可评价的。不可评估的部分来自7名患者(1名BMI≥40)。近段不可评价的原因主要是钙化开花(12/19节段)。虽然CTCA对肥胖患者远端和侧支动脉的评估可能不太可靠,但它对近端主要冠状动脉段的狭窄程度仍有很高的评估价值,具有预后意义。因此,无论BMI如何,它都可以被认为是一种适合患者的非侵入性解剖测试。
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引用次数: 0
Tailored Therapies for Cardiogenic Shock in Hypertrophic Cardiomyopathy: Navigating Emerging Strategies. 肥厚性心肌病心源性休克的量身定制治疗:导航新兴策略。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-11 DOI: 10.3390/jcdd11120401
George E Zakynthinos, Ioannis Gialamas, Vasiliki Tsolaki, Panteleimon Pantelidis, Athina Goliopoulou, Maria Ioanna Gounaridi, Ioanna Tzima, Andrew Xanthopoulos, Konstantinos Kalogeras, Gerasimos Siasos, Evangelos Oikonomou

Hypertrophic cardiomyopathy (HCM) is a complex and heterogeneous cardiac disorder, often complicated by cardiogenic shock, a life-threatening condition marked by severe cardiac output failure. Managing cardiogenic shock in HCM patients presents unique challenges due to the distinct pathophysiology of the disease, which includes dynamic left ventricular outflow tract obstruction, diastolic dysfunction, and myocardial ischemia. This review discusses current and emerging therapeutic strategies tailored to address the complexities of HCM-associated cardiogenic shock and other diseases with similar pathophysiology that provoke left ventricular outflow tract obstruction. We explore the role of pharmacological interventions, including the use of vasopressors and inotropes, which are crucial in stabilizing hemodynamics but require careful selection to avoid exacerbating the outflow obstruction. Additionally, the review highlights advancements in mechanical circulatory support devices such as extracorporeal membrane oxygenation (ECMO) and left ventricular assist devices (LVADs), which have become vital in the acute management of cardiogenic shock. These devices provide temporary support and bridge patients to recovery, definitive therapy, or heart transplantation, which remains a critical option for those with end-stage disease. Furthermore, the review delves into the latest research and clinical trials that are refining these therapeutic approaches, ensuring they are optimized for HCM patients. The impact of these treatments on patient outcomes, including survival rates and quality of life, is also critically assessed. In conclusion, this review underscores the importance of a tailored therapeutic approach in managing cardiogenic shock in HCM patients, integrating pharmacological and mechanical support strategies to improve outcomes in this high-risk population.

肥厚性心肌病(HCM)是一种复杂的异质心脏疾病,常并发心源性休克,以严重的心输出量衰竭为特征,危及生命。HCM患者心源性休克的管理面临着独特的挑战,因为该疾病具有独特的病理生理学,包括动态左心室流出道梗阻、舒张功能障碍和心肌缺血。这篇综述讨论了当前和新兴的治疗策略,以解决hcm相关的心源性休克和其他具有类似病理生理的引起左心室流出道阻塞的疾病的复杂性。我们探讨了药物干预的作用,包括血管加压药和收缩药物的使用,它们对稳定血流动力学至关重要,但需要谨慎选择,以避免加剧流出梗阻。此外,该综述强调了机械循环支持装置的进展,如体外膜氧合(ECMO)和左心室辅助装置(lvad),它们在心源性休克的急性治疗中变得至关重要。这些装置提供暂时的支持,并为患者提供康复、最终治疗或心脏移植的桥梁,这仍然是终末期疾病患者的关键选择。此外,该综述深入研究了最新的研究和临床试验,这些研究和试验正在改进这些治疗方法,确保它们对HCM患者进行优化。这些治疗对患者预后的影响,包括生存率和生活质量,也被严格评估。总之,本综述强调了在HCM患者心源性休克管理中定制治疗方法的重要性,结合药物和机械支持策略来改善这一高危人群的预后。
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引用次数: 0
Five-Year Comparison Results Between Clinically Severely Affected Tetralogy-of-Fallot Patients Initially Treated by Right Ventricular Outflow Stenting and Pink-Fallot Patients Undergoing Single-Step Correction. 临床严重法洛四联症患者最初接受右室流出支架治疗与粉红法洛四联症患者单步矫正的5年比较结果。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-11 DOI: 10.3390/jcdd11120398
Anton Alexandrovich Lyapin, Irina Nikolaevna Lyapina, Alexandra Alexandrovna Rumiantseva, Roman Sergeevich Tarasov

The purpose: Evaluation of the short-term and long-term results of a phased correction of the tetralogy of Fallot (ToF) with stenting of the right ventricular outflow tract (RVOT) in comparison with a one-stage total correction (TC) of the defect.

Materials and methods: Two groups of patients with classical ToF were formed. Group 1 (n = 25; median age = 72 days) was initially represented by children with ToF with a more severe clinical status (median weight = 3.6 kg, with more pronounced cyanosis and with comorbidities). The children of group 1 underwent the first stage of RVOT stenting and the second stage of TC of ToF. Group 2 (n = 25) was represented by older patients, with a higher body weight and SpO2 level, and they underwent a single-stage TC of the defect.

Results: The application of a step-by-step ToF correction approach with RVOT stenting in low-weight newborns with severe hypoxemia demonstrated an equivalent effect on SpO2 dynamics-reverse remodeling of the heart-when compared with a less severe cohort of patients who underwent simultaneous TC of classical ToF. After RVOT stenting in children from group 1, the median SpO2 increased from 80% to 94.5%, the median Z value of the pulmonary artery trunk decreased from -3.46 mm to -2.54 mm, and the median index of end-diastolic volume of the left ventricle decreased from 23.07 mm/m2 to 57.6 mL/m2. TC of ToF in children from group 1 with a phased strategy of correction of the defect was no less successful than in children who underwent simultaneous TC. In the long-term follow-up period after TC of ToF, children from both groups, who were obviously unequal in their initial status, were practically comparable in clinical characteristics, exhibiting features of cardiac remodeling and achieving endpoints. And there were no significant differences between the two groups in the frequency of reaching the endpoints such as re-operations, cerebrovascular events, and death during the annual, three-year, and five-year follow-up period.

Conclusions: The strategy of RVOT stenting followed by TC of ToF in a severe group of children demonstrated comparable results compared with the results of simultaneous TC of ToF in a more stable group of patients during the in-hospital, annual, three-year, and five-year follow-up periods.

目的:评价法洛四联症(ToF)与右心室流出道支架(RVOT)的短期和长期效果,并与一期缺陷完全矫正(TC)进行比较。材料与方法:将经典ToF患者分为两组。第一组(n = 25);中位年龄= 72天)最初以临床状况更严重的ToF患儿为代表(中位体重= 3.6 kg,有更明显的紫绀和合并症)。第一组患儿行RVOT支架置入术一期,ToF支架置入术二期。组2 (n = 25)为年龄较大、体重和SpO2水平较高的患者,他们经历了缺损的单期TC。结果:在低体重新生儿严重低氧血症中,与同时接受经典ToF的较轻患者队列相比,应用RVOT支架逐步ToF矫正方法对SpO2动力学-心脏反向重塑的效果相当。1组患儿RVOT支架置入后,SpO2中位数由80%上升至94.5%,肺动脉干Z中位数由-3.46 mm下降至-2.54 mm,左室舒张末期容积中位数指数由23.07 mm/m2下降至57.6 mL/m2。采用分阶段矫正策略的第1组儿童ToF的TC成功程度不亚于同时接受TC的儿童。在ToF术后的长期随访中,两组患儿在初始状态上明显不平等,但在临床特征上几乎具有可比性,表现出心脏重构的特征,并达到了终点。在1年、3年、5年随访期间,两组在再手术、脑血管事件、死亡等终点的达到频率上无显著差异。结论:在住院、年度、3年和5年随访期间,重症儿童RVOT支架置入后ToF中转治疗的结果与较稳定组患者同时ToF中转治疗的结果相当。
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引用次数: 0
Predictors of the Need for Permanent Pacemaker Implantation After Surgical Aortic Valve Replacement with a Biological Prosthesis and the Effect on Long-Term Survival. 生物人工主动脉瓣置换术后永久起搏器植入需求的预测因素及其对长期生存的影响。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-11 DOI: 10.3390/jcdd11120397
Ivo Deblier, Karl Dossche, Anthony Vanermen, Wilhelm Mistiaen

The need for a permanent pacemaker (PPM) implantation after surgical aortic valve implantation (SAVR) is a recognized postoperative complication, with potentially long-term reduced survival. From 1987 to 2017, 2500 consecutive patients underwent SAVR with a biological valve with or without concomitant procedures such as CABG or mitral valve repair. Mechanical valves or valves in another position were excluded. Univariate and multivariate analyses were performed. The need for PPM implantation was documented in 2.7% of the cases. Patients with a postoperative PPM were older and had higher risk scores and a higher comorbid burden. Its predictors were a prior SAVR (odds ratio of 5.38, p < 0.001), use of a Perceval valve (3.94, p = 0.008), prior AV block 1-2 (2.86, p = 0.008), and pulmonary hypertension (2.09, p = 0.017). The need for PPM implantation was associated with an increased need for blood products, a prolonged stay in the ICU, and an increased 30-day mortality (2.5% vs. 7.0%, p = 0.005). The median survival decreased from 117 (114-120) to 90 (74-105) months (p < 0.001). The implantation had no significant effect on the freedom of congestive heart failure. The need for a PPM implant is not a benign event but might be a marker for a more severe underlying disease. Improving surgical techniques, especially with the Perceval rapid deployment valve, might decrease the need for a PPM implant.

手术主动脉瓣植入术(SAVR)后需要永久性起搏器(PPM)植入是公认的术后并发症,可能会降低长期生存率。从1987年到2017年,连续2500名患者接受了SAVR和生物瓣膜,伴有或不伴有CABG或二尖瓣修复等手术。排除机械阀门或其他位置的阀门。进行单因素和多因素分析。在2.7%的病例中需要进行PPM植入。术后PPM患者年龄较大,风险评分较高,合并症负担也较高。其预测因子为既往SAVR(优势比5.38,p < 0.001)、使用Perceval瓣膜(3.94,p = 0.008)、既往AV阻断1-2 (2.86,p = 0.008)和肺动脉高压(2.09,p = 0.017)。PPM植入的需求与血液制品需求增加、ICU住院时间延长和30天死亡率增加相关(2.5%对7.0%,p = 0.005)。中位生存期从117(114-120)个月降至90(74-105)个月(p < 0.001)。植入对充血性心力衰竭的解除无明显影响。需要PPM植入物不是良性事件,但可能是更严重的潜在疾病的标志。改进手术技术,特别是使用Perceval快速部署阀,可能会减少对PPM植入物的需求。
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引用次数: 0
Extracellular Volume by Computed Tomography Is Useful for Prediction of Prognosis in Dilated Cardiomyopathy Cases with Heart Failure with Reduced Ejection Fraction. 细胞外体积的计算机断层扫描是有用的预测预后扩张型心肌病心衰并降低射血分数。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-11 DOI: 10.3390/jcdd11120399
Satomi Yashima, Hiroyuki Takaoka, Joji Ota, Moe Matsumoto, Yusei Nishikawa, Yoshitada Noguchi, Shuhei Aoki, Kazuki Yoshida, Katsuya Suzuki, Makiko Kinoshita, Haruka Sasaki, Noriko Suzuki-Eguchi, Tomonori Kanaeda, Yoshio Kobayashi

Objective: Cardiac computed tomography (CT) helps screen coronary artery stenosis in cases with dilated cardiomyopathy (DCM). Extracellular volume fraction (ECV) analysis has recently been eligible for CT.

Method: We evaluated the impact of ECV on the CT to predict the prognosis in DCM patients with heart failure with reduced ejection fraction (HFrEF).

Patients or materials: We analyzed 101 consecutive DCM cases with HFrEF who underwent cardiac CT. All the patients had a lower left ventricular (LV) ejection fraction (LVEF) of less than 40%. We evaluated the effect of ECV to predict the patients' prognosis. Cardiovascular death, hospitalization due to heart failure, and fatal arrhythmic events were included in the major adverse cardiac events (MACE).

Results: MACE occurred in 27 cases (27%). The patients with MACE (27 cases) had an increased ECV on the LVM on the CT (37.2 ± 6.7 vs. 32.2 ± 3.6%, p = 0.0008) compared to the others (74 cases). Based on the receiver operating characteristics curve analysis, the best cutoff value of the ECV on the LVM to predict the MACE was 32.3%. The patients with ECV ≥ 32.3% had significantly higher MACE based on the Kaplan-Meier analysis. The ECV on the LVM was a significant marker to predict MACE based on the univariate Cox proportional hazard model (hazard ratio of 8.00, 95% confidence interval 1.88-33.97, p = 0.0048).

Conclusions: ECV by CT is helpful to predict MACE in cases with DCM and HFrEF.

目的:心脏计算机断层扫描(CT)有助于筛查扩张型心肌病(DCM)患者冠状动脉狭窄。细胞外体积分数(ECV)分析最近已被用于CT。方法:评价ECV对DCM合并心力衰竭伴射血分数降低(HFrEF)患者CT预后的影响。患者或材料:我们分析了101例连续行心脏CT检查的DCM合并HFrEF病例。所有患者左心室射血分数(LVEF)均小于40%。我们评估了ECV预测患者预后的效果。主要心脏不良事件(MACE)包括心血管死亡、心力衰竭住院和致命性心律失常事件。结果:MACE发生27例(27%)。MACE患者(27例)LVM CT上ECV升高(37.2±6.7 vs 32.2±3.6%,p = 0.0008)。根据受试者工作特征曲线分析,ECV对LVM预测MACE的最佳截止值为32.3%。Kaplan-Meier分析显示,ECV≥32.3%的患者MACE显著高于ECV≥32.3%的患者。基于单变量Cox比例风险模型,LVM上的ECV是预测MACE的显著指标(风险比为8.00,95%可信区间为1.88 ~ 33.97,p = 0.0048)。结论:CT ECV有助于预测DCM合并HFrEF患者的MACE。
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引用次数: 0
Evaluating Binary Classifiers for Cardiovascular Disease Prediction: Enhancing Early Diagnostic Capabilities. 评估心血管疾病预测的二元分类器:增强早期诊断能力。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-09 DOI: 10.3390/jcdd11120396
Paul Iacobescu, Virginia Marina, Catalin Anghel, Aurelian-Dumitrache Anghele

Cardiovascular disease (CVD) is a significant global health concern and the leading cause of death in many countries. Early detection and diagnosis of CVD can significantly reduce the risk of complications and mortality. Machine learning methods, particularly classification algorithms, have demonstrated their potential to accurately predict the risk of cardiovascular disease (CVD) by analyzing patient data. This study evaluates seven binary classification algorithms, including Random Forests, Logistic Regression, Naive Bayes, K-Nearest Neighbors (kNN), Support Vector Machines, Gradient Boosting, and Artificial Neural Networks, to understand their effectiveness in predicting CVD. Advanced preprocessing techniques, such as SMOTE-ENN for addressing class imbalance and hyperparameter optimization through Grid Search Cross-Validation, were applied to enhance the reliability and performance of these models. Standard evaluation metrics, including accuracy, precision, recall, F1-score, and Area Under the Receiver Operating Characteristic Curve (ROC-AUC), were used to assess predictive capabilities. The results show that kNN achieved the highest accuracy (99%) and AUC (0.99), surpassing traditional models like Logistic Regression and Gradient Boosting. The study examines the challenges encountered when working with datasets related to cardiovascular diseases, such as class imbalance and feature selection. It demonstrates how addressing these issues enhances the reliability and applicability of predictive models. These findings emphasize the potential of kNN as a reliable tool for early CVD prediction, offering significant improvements over previous studies. This research highlights the value of advanced machine learning techniques in healthcare, addressing key challenges and laying a foundation for future studies aimed at improving predictive models for CVD prevention.

心血管疾病是一个重大的全球健康问题,也是许多国家的主要死亡原因。心血管疾病的早期发现和诊断可以显著降低并发症和死亡率的风险。机器学习方法,特别是分类算法,已经证明了它们通过分析患者数据准确预测心血管疾病(CVD)风险的潜力。本研究评估了七种二分类算法,包括随机森林、逻辑回归、朴素贝叶斯、k近邻(kNN)、支持向量机、梯度增强和人工神经网络,以了解它们在预测心血管疾病方面的有效性。采用先进的预处理技术,如用于解决类不平衡的SMOTE-ENN和通过网格搜索交叉验证进行超参数优化,以提高这些模型的可靠性和性能。标准评估指标,包括准确度、精密度、召回率、f1评分和受试者工作特征曲线下面积(ROC-AUC),用于评估预测能力。结果表明,kNN的准确率最高(99%),AUC最高(0.99),超过了Logistic回归和Gradient Boosting等传统模型。该研究考察了在处理与心血管疾病相关的数据集时遇到的挑战,例如类别不平衡和特征选择。它演示了如何解决这些问题,以提高预测模型的可靠性和适用性。这些发现强调了kNN作为早期CVD预测的可靠工具的潜力,比以前的研究提供了重大改进。这项研究强调了先进的机器学习技术在医疗保健中的价值,解决了关键挑战,并为未来旨在改进心血管疾病预防预测模型的研究奠定了基础。
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引用次数: 0
Early Pacemaker Dependency After Heart Transplantation Is Associated with Permanent Pacemaker Implantation, Graft Failure and Mortality. 心脏移植术后早期起搏器依赖与永久性起搏器植入、移植物失败和死亡率相关。
IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-12-08 DOI: 10.3390/jcdd11120394
Fabrice F Darche, Karsten M Heil, Rasmus Rivinius, Matthias Helmschrott, Philipp Ehlermann, Norbert Frey, Ann-Kathrin Rahm

Aims: Patients after heart transplantation (HTX) often experience post-transplant bradycardia, but little is known about the outcomes of early pacemaker dependency after HTX. We compared post-transplant mortality, graft failure, and the requirement for the permanent pacemaker implantation of patients with and without early pacemaker dependency after HTX.

Methods: We screened all adult patients for early pacemaker dependency after HTX (defined as immediately after surgery) who underwent HTX at Heidelberg Heart Center between 1989 and 2022. Patients were stratified by diagnosis and type of early pacemaker dependency after HTX (sinoatrial or atrioventricular conduction disturbance).

Results: A total of 127 of 699 HTX recipients (18.2%) had early pacemaker dependency after HTX, including 52 patients with sinoatrial conduction disturbances (40.9%) and 75 patients with atrioventricular conduction disturbances (59.1%). Patients with early pacemaker dependency after HTX showed both increased 1-year overall mortality after HTX (55.9% vs. 15.2%, p < 0.001) and higher mortality due to graft failure (25.2% vs. 4.2%, p < 0.001). Multivariate analysis revealed early pacemaker dependency after HTX (HR: 5.226, 95% CI: 3.738-7.304, p < 0.001) as an independent risk factor for 1-year mortality after HTX. Patients with early pacemaker dependency after HTX had a higher rate of 30-day (7.1% vs. 0.4%, p < 0.001) and 1-year (11.8% vs. 0.5%, p < 0.001) permanent pacemaker implantation after HTX compared to patients without early pacemaker dependency after HTX.

Conclusions: Patients with early pacemaker dependency after HTX had a significantly higher rate of post-transplant mortality, graft failure, and the requirement for permanent pacemaker implantation.

目的:心脏移植术后患者经常出现移植后心动过缓,但对心脏移植术后早期起搏器依赖的结果知之甚少。我们比较了HTX术后早期和非早期起搏器依赖患者的移植后死亡率、移植失败和永久起搏器植入需求。方法:我们筛选了1989年至2022年间在海德堡心脏中心接受HTX手术的所有成年患者在HTX术后早期起搏器依赖(定义为术后立即)。根据HTX(窦房或房室传导障碍)后早期起搏器依赖的诊断和类型对患者进行分层。结果:699例HTX受者中127例(18.2%)出现HTX术后早期起搏器依赖,其中窦房传导障碍52例(40.9%),房室传导障碍75例(59.1%)。HTX术后早期起搏器依赖患者显示HTX术后1年总死亡率增加(55.9% vs. 15.2%, p < 0.001),移植物衰竭死亡率增加(25.2% vs. 4.2%, p < 0.001)。多因素分析显示,HTX术后早期起搏器依赖(HR: 5.226, 95% CI: 3.738-7.304, p < 0.001)是HTX术后1年死亡率的独立危险因素。HTX术后早期起搏器依赖患者的30天永久性起搏器植入率(7.1% vs. 0.4%, p < 0.001)和1年永久性起搏器植入率(11.8% vs. 0.5%, p < 0.001)均高于HTX术后无早期起搏器依赖患者。结论:HTX术后早期起搏器依赖患者的移植后死亡率、移植物失败率和永久植入起搏器的需求明显高于其他患者。
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引用次数: 0
期刊
Journal of Cardiovascular Development and Disease
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