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Echocardiographic cardiac views classification using whale optimization and weighted support vector machine 利用鲸鱼优化和加权支持向量机进行超声心动图心脏视图分类
Pub Date : 2024-07-11 DOI: 10.20517/2574-1209.2023.140
Canqui Flores Bernabe, Romel P. Melgarejo-Bolivar, Alfredo Tumi-Figueroa, S. Thirukumaran, G. M. Devi, Sudhakar Sengan
Aim: A significant medical diagnostic tool for monitoring cardiovascular health and function is 2D electrocardiograms. For computerized echocardiogram (echo) analysis, recognizing how this device performs is essential. This paper primarily focuses on detecting the transducer's viewpoint in cardiac echo videos using spatiotemporal data. It distinguishes between different viewpoints by monitoring the heart's function and rate throughout the cycle of heartbeats. Computer-aided diagnosis (CAD) examination sizes are the first steps toward computerized classification of cardiac imaging tests. Since clinical analysis frequently starts with automatic classification, the current view can enhance the detection of Cardiac Vascular Disease (CVD). Methods: This research article uses a Machine Learning (ML) algorithm called the Integrated Metaheuristic Technique (IMT), which is the Whale Optimization Algorithm with Weighted Support Vector Machine (WOA-WSVM). Results: The parameters in the classification are optimized with the assistance of WOA, and the echo is classified using WSVM. The WOA-WSVM classifies the images effectively and achieves an accuracy of 98.4%. Conclusion: The numerical analysis states that the WOA-WSVM technique outperforms the existing state-of-the-art algorithms.
目的:二维心电图是监测心血管健康和功能的重要医疗诊断工具。对于计算机化超声心动图(回声)分析而言,识别该设备的性能至关重要。本文主要侧重于利用时空数据检测心脏回波视频中传感器的视角。它通过监测整个心跳周期中的心脏功能和心率来区分不同的视点。计算机辅助诊断(CAD)检查尺寸是实现心脏成像检查计算机分类的第一步。由于临床分析经常从自动分类开始,因此目前的观点可以提高对心脏血管疾病(CVD)的检测。方法:本研究文章使用了一种名为综合元启发式技术(IMT)的机器学习(ML)算法,即带有加权支持向量机(WOA-WSVM)的鲸鱼优化算法。结果在 WOA 的帮助下优化了分类参数,并使用 WSVM 对回声进行了分类。WOA-WSVM 能有效地对图像进行分类,准确率达到 98.4%。结论数值分析表明,WOA-WSVM 技术优于现有的最先进算法。
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引用次数: 0
Role of inflammation in the progression of diabetic kidney disease 炎症在糖尿病肾病进展中的作用
Pub Date : 2024-07-11 DOI: 10.20517/2574-1209.2024.21
Arunita Chatterjee, Jacqueline Tumarin, Sharma Prabhakar
Diabetic kidney disease (DKD) is a global health burden and the leading cause of end-stage renal disease. Its clinical management focuses on controlling hyperglycemia, hypertension, and hyperlipidemia. While the progression of DKD can be slowed with intervention, it cannot be stopped or reversed yet. The pathogenesis of DKD is complex, with an interplay of numerous signaling pathways, and research continues to decipher the players and their role, be it beneficial or pathogenic. Inflammation is an essential defense of our bodies against internal or external insults. The injuries that trigger inflammation range from pathogenic infections and wounds to dysregulated metabolism. Inflammation is helpful only if it is controlled and subsides after it has helped defend the individual against the insult. Uncontrolled or chronic inflammation is recognized as a contributor to numerous chronic diseases. Dysregulated inflammation plays a role in multiple aspects of DKD: glomerular hyperfiltration, mesangial expansion, podocyte injury, tubular injury, basement membrane thickening, fibrosis, and scarring. Since inflammation plays an integral role in the progression of DKD, targeting it for therapy is also reasonable. There is a growing trend of targeting inflammation as a therapeutic approach, with new targets being discovered and evaluated drugs every year. The exponential increase in literature necessitates a comprehensive summary of current information, hence this review.
糖尿病肾病(DKD)是全球性的健康负担,也是终末期肾病的主要病因。临床治疗的重点是控制高血糖、高血压和高脂血症。虽然通过干预可以减缓 DKD 的进展,但目前还无法阻止或逆转。DKD 的发病机制非常复杂,由众多信号通路相互作用而成,研究人员仍在继续破解这些信号通路及其作用(无论是有益的还是致病的)。炎症是人体抵御内部或外部伤害的重要防御手段。引发炎症的伤害包括致病性感染和伤口,以及新陈代谢失调。只有当炎症得到控制,并在帮助个体抵御损伤后消退时,炎症才是有益的。不受控制的炎症或慢性炎症被认为是多种慢性疾病的诱因。失调的炎症在 DKD 的多个方面发挥作用:肾小球高滤过、系膜扩张、荚膜细胞损伤、肾小管损伤、基底膜增厚、纤维化和瘢痕形成。由于炎症在 DKD 的发展过程中起着不可或缺的作用,因此针对炎症进行治疗也是合理的。以炎症为靶点作为治疗方法的趋势越来越明显,每年都有新的靶点被发现,新的药物被评估。随着文献数量的激增,有必要对当前的信息进行全面总结,因此我们撰写了这篇综述。
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引用次数: 0
Association of inflammation, oxidative stress, and deteriorated cognitive functions in patients after cardiac surgery 心脏手术后患者的炎症、氧化应激和认知功能退化之间的关系
Pub Date : 2024-07-11 DOI: 10.20517/2574-1209.2024.05
Gabriela Sabolová, L. Kočan, Miroslava Rabajdová, S. Rapčanová, Janka Vašková
The study is focused on the connection between cognitive dysfunction, inflammatory processes, oxidative stress, and various associated biological factors. Postoperative cognitive dysfunction is a condition where a patient exhibits a temporary deterioration in cognitive function after surgery, which may include problems with memory, concentration, and overall cognitive performance. While most common among elderly patients, it can occur in individuals of any age. The causes are not fully elucidated, but it is assumed that peripheral trauma during long-term surgical interventions is behind the development of inflammation and the creation of conditions of oxidative stress, which leads to the disruption of the blood-brain barrier and the subsequent development of cognitive impairment. This review aims to describe the detected changes at the level of selected markers of inflammation and oxidative damage in patients, primarily in connection with cardiac surgery.
这项研究的重点是认知功能障碍、炎症过程、氧化应激和各种相关生物因素之间的联系。术后认知功能障碍是指患者在手术后出现认知功能的暂时性衰退,其中可能包括记忆力、注意力和整体认知能力方面的问题。虽然这种情况在老年患者中最为常见,但任何年龄的人都可能发生。其原因尚未完全阐明,但据推测,长期手术干预期间的外周创伤是炎症发展和氧化应激条件形成的幕后推手,这导致了血脑屏障的破坏和随后认知功能障碍的发展。本综述旨在描述主要与心脏手术有关的患者炎症和氧化损伤选定标志物水平的检测变化。
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引用次数: 0
Multivessel disease in patient with acute myocardial infarction: current treatment strategies and future perspectives 急性心肌梗死患者的多血管疾病:当前治疗策略与未来展望
Pub Date : 2024-05-23 DOI: 10.20517/2574-1209.2023.138
Antonella Tommasino, Federico Dell’Aquila, Vincenzo Cesario, Federica Tempestini, Matteo Casenghi, F. Giovannelli, Stefano Rigattieri, Emanuele Barbato, Andrea Berni
Patients who present with acute myocardial infarction (AMI) often suffer from coronary multivessel disease (MVD). This condition is associated with an increased mortality rate; it is, therefore, important to improve clinical outcomes through appropriate treatment strategies. Over the past decades, extensive research in AMI and MVD patients has consistently shown that complete revascularization is superior to treatment of the only culprit lesion. Another controversial issue concerns the most appropriate timing for percutaneous coronary intervention in non-culprit lesions. Fractional flow reserve (FFR) is considered the best method for identifying ischemic coronary lesions in the context of acute coronary syndromes, but the detection of vulnerable plaques in non-culprit vessels could further improve clinical outcomes. Intravascular imaging goes beyond physiology and it is potentially useful to recognize patients who are vulnerable, despite negative FFR. Therefore, we analyzed the most relevant studies that have investigated the relationship between physiological indexes and plaque vulnerability. However, ongoing trials aim to clarify how coronary physiology can be combined with the benefits of intracoronary imaging.
急性心肌梗死(AMI)患者通常患有冠状动脉多支血管疾病(MVD)。这种疾病与死亡率升高有关;因此,通过适当的治疗策略改善临床预后非常重要。过去几十年来,对急性心肌梗死和冠状动脉多支血管病变患者进行的大量研究一致表明,完全的血管再通比治疗唯一的罪魁祸首病变要好。另一个有争议的问题涉及对非罪魁祸首病变进行经皮冠状动脉介入治疗的最合适时机。在急性冠状动脉综合征中,分数血流储备(FFR)被认为是识别缺血性冠状动脉病变的最佳方法,但在非病灶血管中检测易损斑块可进一步改善临床预后。血管内成像超越了生理学的范畴,对于识别 FFR 阴性的易损患者有潜在的帮助。因此,我们分析了调查生理指标与斑块易损性之间关系的最相关研究。不过,正在进行的试验旨在明确冠状动脉生理学如何与冠状动脉内成像的优势相结合。
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引用次数: 0
Editorial review: guidance for future atrial fibrillation research 编辑评论:未来心房颤动研究指南
Pub Date : 2024-05-20 DOI: 10.20517/2574-1209.2023.147
Thomas V. Bilfinge, G. H. Almassi, A. L. W. Shroyer
The following is a brief review and commentary covering the content of the Special Issue of Vessel Plus entitled Current state of knowledge: Atrial Fibrillation and Cardiac Surgery. All articles in this issue are highlighted with a brief comment for the busy reader, the idea being to facilitate and encourage reading of the original work.
以下是对《Vessel Plus》特刊中题为 "知识现状 "的内容的简要回顾和评论:心房颤动与心脏外科》的特刊内容。本期所有文章均突出显示,并附有简短评论,以方便繁忙的读者阅读,目的是促进和鼓励读者阅读原著。
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引用次数: 0
Selecting conduits for coronary artery bypass grafting: caution regarding the right internal mammary artery 选择冠状动脉旁路移植的导管:右乳内动脉的注意事项
Pub Date : 2024-04-25 DOI: 10.20517/2574-1209.2023.126
A. Browne, André Lamy
This narrative review summarizes the angiographic and clinical outcome results of the most common coronary artery bypass grafting (CABG) conduits. The left internal mammary artery is the preferred first conduit to bypass the left anterior descending artery due to superior long-term survival and graft patency. Recent studies suggest the radial artery may be the preferred second conduit for the circumflex or right coronary artery territories, challenging the belief that the right internal mammary artery is the best choice. Despite their historical high failure rates, saphenous vein grafts continue to be widely used as secondary conduits. Several recent studies report suboptimal rates of right internal mammary artery graft failure, with clinical outcomes comparable to or worse than saphenous veins. The suboptimal rates of RIMA graft failure may be attributed to several factors such as improvements in vein graft failure rates, the use of in situ and non-left anterior descending artery grafting configurations, and skeletonized harvesting techniques. While observational studies favor multiple over single arterial grafting, randomized studies are needed for confirmation. The ongoing Randomized comparison of the clinical Outcome of single vs. Multiple Arterial grafts (ROMA) trial aims to determine if multiple arterial grafting reduces major adverse cardiovascular events and mortality and how secondary conduit selection influences these outcomes. Greater adoption of arterial grafting strategies is likely to come from high-quality evidence of benefit and safety from ongoing and future large pragmatic trials.
这篇叙述性综述总结了最常见的冠状动脉旁路移植术(CABG)导管的血管造影和临床结果。左乳内动脉是绕过左前降支动脉的首选第一导管,因为其长期存活率和移植物通畅性都较高。最近的研究表明,桡动脉可能是绕行冠状动脉或右冠状动脉区域的首选第二导管,这对认为右乳内动脉是最佳选择的观点提出了挑战。尽管大隐静脉移植物的失败率历来较高,但仍被广泛用作第二导管。最近的一些研究报告显示,右乳内动脉移植物的失败率并不理想,临床效果与隐静脉相当或更差。右乳内动脉移植失败率低于理想水平可能归因于多个因素,如静脉移植失败率的提高、原位和非左前降支动脉移植配置的使用以及镂空采集技术。虽然观察性研究更倾向于多动脉移植而非单动脉移植,但还需要随机研究来证实。目前正在进行的单动脉移植与多动脉移植临床结果随机比较(ROMA)试验旨在确定多动脉移植是否能减少主要不良心血管事件和死亡率,以及二次导管选择如何影响这些结果。目前和未来的大型实用性试验可能会提供高质量的获益和安全性证据,从而使动脉移植策略得到更广泛的采用。
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引用次数: 0
Lipid-lowering therapies in patients undergoing percutaneous coronary intervention 经皮冠状动脉介入治疗患者的降脂疗法
Pub Date : 2024-04-08 DOI: 10.20517/2574-1209.2023.135
Chan Joon Kim, Katherine Godfrey, Swagata Patnaik, Roxana Mehran
Cardiovascular disease is the leading cause of death worldwide. Over past decades, multiple clinical trials have provided substantial evidence supporting the advantages of managing plasma lipids in individuals with coronary artery disease (CAD). A primary focus in reducing clinical atherosclerotic cardiovascular disease (ASCVD) in patients who have undergone percutaneous coronary intervention (PCI) is the regulation of blood lipids, with an emphasis on low-density lipoprotein (LDL) cholesterol. Statins represent the cornerstone of lipid-lowering therapy (LLT), with high-intensity statins consistently associated with beneficial outcomes in patients at high risk of ASCVD. Nevertheless, a notable portion of patients do not achieve their target cholesterol levels through statin monotherapy, necessitating the inclusion of complementary LLT strategies. Among these therapies are ezetimibe and proprotein convertase subtilisin/kexin type 9 inhibitors, which have also demonstrated clinical advantages by further reducing cholesterol levels. Existing guidelines recommend using these agents when maximally tolerated statin doses fall short of achieving target LDL levels. Additionally, recently introduced ATP-citrate lyase inhibitors, such as bempedoic acid, have gained approval as adjunctive treatments. Furthermore, icosapent ethyl, a purified derivative of eicosapentaenoic acid, targets hypertriglyceridemia and has shown cardiovascular benefits compared to placebo. In this article, we delve into the mechanisms of blood lipids and molecular targets in connection with CAD undergoing PCI. We also explore the current landscape of available LLT options, guidelines in practice, and the subtleties of therapy.
心血管疾病是导致全球死亡的主要原因。在过去的几十年中,多项临床试验提供了大量证据,证明对冠状动脉疾病(CAD)患者进行血浆血脂管理具有优势。在接受经皮冠状动脉介入治疗(PCI)的患者中,减少临床动脉粥样硬化性心血管疾病(ASCVD)的一个主要重点是调节血脂,重点是低密度脂蛋白(LDL)胆固醇。他汀类药物是降脂疗法(LLT)的基石,高强度他汀类药物对 ASCVD 高风险患者的疗效一直很好。尽管如此,仍有相当一部分患者无法通过他汀类药物单一疗法达到目标胆固醇水平,因此有必要纳入辅助性 LLT 策略。这些疗法包括依折麦布和9型丙蛋白转化酶(proprotein convertase subtilisin/kexin type 9)抑制剂,它们通过进一步降低胆固醇水平也显示出了临床优势。当他汀类药物的最大耐受剂量无法达到目标低密度脂蛋白水平时,现有指南建议使用这些药物。此外,最近推出的 ATP 柠檬酸溶解酶抑制剂(如贝门冬氨酸)已被批准作为辅助治疗药物。此外,二十碳五烯酸的纯化衍生物 icosapent ethyl 针对高甘油三酯血症,与安慰剂相比对心血管有益。在本文中,我们将深入探讨与接受 PCI 治疗的 CAD 相关的血脂机制和分子靶点。我们还探讨了目前可用的 LLT 选择、实践指南和治疗的微妙之处。
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引用次数: 0
Abdominal involvement as a primary manifestation of systemic or isolated gastrointestinal vasculitis 以腹部受累为主要表现的全身性或孤立性胃肠道血管炎
Pub Date : 2024-03-29 DOI: 10.20517/2574-1209.2023.125
Gatr-alnada Gheriani, Petar S. Lenert
Systemic vasculitides can cause a wide variety of gastrointestinal manifestations (GI) ranging from mild and frequently nonspecific abdominal pains to potentially life-threatening bowel perforations. Vascular involvement in systemic vasculitides can affect any GI blood vessel, most commonly mesenteric, hepatic, or splenic arteries. Inflammatory changes affecting different layers of arterial vessel walls can lead to aneurysmatic dilatation or blood vessel occlusion with subsequent organ ischemia leading to mucosal ulcerations, GI bleeding, perforations, or bowel obstruction. While the presence of extraintestinal manifestations may aid in diagnosis, delays in making appropriate diagnoses and rapid initiation of glucocorticoid and immunosuppressive treatment can have detrimental consequences. Awareness of isolated gastrointestinal vasculitis is of particular importance as it frequently remains undiagnosed until end-stage organ damage becomes apparent. Vasculitis mimics such as vascular Ehlers-Danlos syndrome or fibromuscular dysplasia add another lay of complexity in approaching patients with suspected GI vasculitis and should always be carefully considered.
全身性血管炎可引起各种胃肠道表现(GI),从轻微的、经常是非特异性的腹痛到可能危及生命的肠穿孔。全身性血管炎的血管受累可影响任何消化道血管,最常见的是肠系膜动脉、肝动脉或脾动脉。影响动脉血管壁不同层次的炎症变化可导致动脉瘤扩张或血管闭塞,随后器官缺血导致粘膜溃疡、消化道出血、穿孔或肠梗阻。虽然肠道外表现的出现可能有助于诊断,但延误适当的诊断和快速启动糖皮质激素和免疫抑制治疗可能会造成有害后果。对孤立性胃肠道血管炎的认识尤为重要,因为这种疾病在终末期器官损害明显之前往往得不到诊断。对于疑似消化道血管炎的患者,血管炎模拟物(如血管性埃勒斯-丹洛斯综合征或纤维肌发育不良)又增加了复杂性,因此应始终慎重考虑。
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引用次数: 0
Direct aortic cannulation, a safe alternative to femoral artery cannulation - 17 years of type A dissection surgery experience 主动脉直接插管,股动脉插管的安全替代方案 - 17 年 A 型夹层手术经验
Pub Date : 2024-03-21 DOI: 10.20517/2574-1209.2023.48
Tim Somers, Wilson W. L. Li, J. Jongenotter, Michel W. Verkroost, A. F. Verhagen, Wim J. Morshuis, Tim Smith, Guillaume S. C. Geuzebroek, R. Heijmen
Aim: Optimal cannulation strategy for acute type A aortic dissection (ATAAD) surgery remains debated. Recent guidelines have advocated antegrade systemic perfusion through right axillary artery (RAX) cannulation, instead of femoral artery (FA) cannulation. However, RAX cannulation can be technically challenging and time-consuming. On the other hand, direct (ascending) aorta (DA) cannulation is a swift procedure that also ensures downstream antegrade flow. In this regard, we assessed whether DA cannulation is a safe alternative to FA cannulation. Methods: Records of all patients undergoing ATAAD surgery between 2006-2022 at the Radboud University Medical Center were retrospectively reviewed. Results: In total, 281 patients underwent surgery for ATAAD during the investigated period. Three patients were excluded due to death before the start of extracorporeal circulation and four because of RAX cannulation. Of the remaining 274 patients, 53% (N = 145) received primary FA and 47% (N = 129) DA cannulation, with a success rate of 98% for both approaches. Surgical mortality (combined in-hospital and 30-day) was 9.9% (7.8% DA group vs. 11.7% FA group, P = 0.271). New permanent neurological damage was seen in 10.9% vs. 6.9% (P = 0.248), respectively. In multivariate analysis, cannulation strategies were not significantly associated with surgical mortality nor postoperative new permanent neurological damage. Conclusion: DA cannulation offers a safe and fast alternative to FA cannulation in ATAAD surgery. There were no significant differences in mortality and neurological complications. Future studies should focus on the differences between RAX and DA cannulation strategies on postoperative outcomes in ATAAD surgery.
目的:急性 A 型主动脉夹层(ATAAD)手术的最佳插管策略仍存在争议。最近的指南提倡通过右腋动脉(RAX)插管进行前向全身灌注,而不是股动脉(FA)插管。然而,RAX 插管在技术上具有挑战性,而且耗时较长。另一方面,直接(升)主动脉(DA)插管是一种快速的手术,也能确保下游逆行血流。为此,我们评估了 DA 插管是否是 FA 插管的安全替代方案。方法:回顾性审查了 2006-2022 年间在拉德布德大学医学中心接受 ATAAD 手术的所有患者的记录。结果:在调查期间,共有 281 名患者接受了 ATAAD 手术。其中有3名患者因在体外循环开始前死亡而被排除,4名患者因RAX插管而被排除。在剩余的 274 名患者中,53%(145 人)接受了初级 FA,47%(129 人)接受了 DA 插管,两种方法的成功率均为 98%。手术死亡率(院内死亡率和 30 天死亡率之和)为 9.9%(DA 组 7.8% 对 FA 组 11.7%,P = 0.271)。出现新的永久性神经损伤的比例分别为 10.9% 对 6.9%(P = 0.248)。在多变量分析中,插管策略与手术死亡率和术后新的永久性神经损伤无明显关联。结论在ATAAD手术中,DA插管是FA插管的一种安全、快速的替代方案。死亡率和神经系统并发症没有明显差异。未来的研究应重点关注RAX和DA插管策略对ATAAD手术术后结果的影响。
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引用次数: 0
Is artificial intelligence the new kid on the block? Sustainable applications in cardiology 人工智能是否是新宠?心脏病学中的可持续应用
Pub Date : 2024-03-13 DOI: 10.20517/2574-1209.2023.123
A. Strangio, I. Leo, J. Sabatino, Margarita Brida, Chiara Siracusa, Nicole Carabetta, P. Zaffino, C. Critelli, Alessandro Laschera, M. Spadea, Daniele Torella, Pierre Sabouret, Salvatore De Rosa
Artificial intelligence (AI) is changing our clinical practice. This is particularly true in cardiology where the clinician is often required to handle a large amount of clinical, biological, and imaging data during decision making. In this context, AI can address the need for fast and accurate tools while reducing the burden on clinicians and improving the efficiency of healthcare systems. With this inevitable shift towards more automated and efficient systems, patients may benefit from a more accurate diagnosis and more tailored treatment. A multitude of clinical applications have already been made available and implemented in several fields of cardiology. The aim of this narrative review is to provide an overall picture of the most recent evidence in the literature about AI implementations, highlighting their potential impact on clinical practice.
人工智能(AI)正在改变我们的临床实践。这在心脏病学领域尤为明显,因为临床医生在决策过程中往往需要处理大量的临床、生物和成像数据。在这种情况下,人工智能可以满足对快速、准确工具的需求,同时减轻临床医生的负担,提高医疗系统的效率。随着系统不可避免地向更自动化、更高效的方向转变,患者可能会受益于更准确的诊断和更有针对性的治疗。在心脏病学的多个领域,已经有大量临床应用可供使用和实施。本综述旨在提供有关人工智能应用的最新文献证据的总体情况,并强调其对临床实践的潜在影响。
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引用次数: 0
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