Pub Date : 2024-08-27eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1439
Muhab Saadeh, Ayham Mahmoud, Mahmoud Ma'aita, Asal Eiadeh, Ayman Hammoudeh, Mousa Saadeh, Moath Said Alfawara
The pulmonary veins normally drain into the left atrium, with the superior pulmonary veins typically situated anterior and inferior to the right pulmonary arteries. However, anomalies can happen. We encountered an exceedingly rare pulmonary vascular anomaly for a patient presenting with atypical chest pain, where the right superior pulmonary vein aberrantly ran posterior to the right pulmonary artery (RPA) and became compressed between the RPA and the right main bronchus. Coronary computed tomography angiography identified this specific pulmonary vein anomaly but revealed unremarkable coronary arteries.
{"title":"Pulmonary Vein in a Pinch.","authors":"Muhab Saadeh, Ayham Mahmoud, Mahmoud Ma'aita, Asal Eiadeh, Ayman Hammoudeh, Mousa Saadeh, Moath Said Alfawara","doi":"10.14797/mdcvj.1439","DOIUrl":"https://doi.org/10.14797/mdcvj.1439","url":null,"abstract":"<p><p>The pulmonary veins normally drain into the left atrium, with the superior pulmonary veins typically situated anterior and inferior to the right pulmonary arteries. However, anomalies can happen. We encountered an exceedingly rare pulmonary vascular anomaly for a patient presenting with atypical chest pain, where the right superior pulmonary vein aberrantly ran posterior to the right pulmonary artery (RPA) and became compressed between the RPA and the right main bronchus. Coronary computed tomography angiography identified this specific pulmonary vein anomaly but revealed unremarkable coronary arteries.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 1","pages":"74-76"},"PeriodicalIF":0.0,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11363886/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142113044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-27eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1395
Valeria Ortega, Orlando Diaz, Zsolt Garami
Fat emboli may occur in patients after traumatic fractures or orthopedic procedures; however, their clinical detection is a very rare finding. Here, we describe a 77-year-old female who was admitted to the emergency department with a fracture of the right humerus. We diagnosed fat embolism after an ultrasound of the right subclavian vein. The embolism was detected by high-intensity transient signals present on the spectral Doppler. While these signals are well known for microembolization in transcranial Doppler, to our knowledge this is the first case report in the medical literature to observe and describe high-intensity transient signals seen in the upper extremities by spectral Doppler. Although it is unusual to detect a fat embolism in transit, we believe clinicians should be aware of this finding, particularly when evaluating high-risk patients.
{"title":"Unusual Evidence of Fat Embolism in the Subclavian Vein Detected by High-Intensity Transient Signals.","authors":"Valeria Ortega, Orlando Diaz, Zsolt Garami","doi":"10.14797/mdcvj.1395","DOIUrl":"10.14797/mdcvj.1395","url":null,"abstract":"<p><p>Fat emboli may occur in patients after traumatic fractures or orthopedic procedures; however, their clinical detection is a very rare finding. Here, we describe a 77-year-old female who was admitted to the emergency department with a fracture of the right humerus. We diagnosed fat embolism after an ultrasound of the right subclavian vein. The embolism was detected by high-intensity transient signals present on the spectral Doppler. While these signals are well known for microembolization in transcranial Doppler, to our knowledge this is the first case report in the medical literature to observe and describe high-intensity transient signals seen in the upper extremities by spectral Doppler. Although it is unusual to detect a fat embolism in transit, we believe clinicians should be aware of this finding, particularly when evaluating high-risk patients.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 1","pages":"70-73"},"PeriodicalIF":0.0,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11363887/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142113045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Transthoracic echocardiography and cardiac magnetic resonance imaging revealed a well-defined globular mass attached to the anterolateral papillary muscle. The mass was hyperintense on T1 and T2 weighted images with suppression of signal on fat saturated and short tau inversion recovery (STIR) images. This imaging established the diagnosis of cardiac lipoma attached to the anterolateral papillary muscle, Papillary muscle is a very rare location of lipoma, which is rarely reported in the literature.
{"title":"A Rare Case of Intracardiac Lipoma Arising from the Papillary Muscle.","authors":"Mansi Verma, Sushma Makhaik, Alisha Rana, Anupam Jhobta, Priyanka Thakur","doi":"10.14797/mdcvj.1423","DOIUrl":"10.14797/mdcvj.1423","url":null,"abstract":"<p><p>Transthoracic echocardiography and cardiac magnetic resonance imaging revealed a well-defined globular mass attached to the anterolateral papillary muscle. The mass was hyperintense on T1 and T2 weighted images with suppression of signal on fat saturated and short tau inversion recovery (STIR) images. This imaging established the diagnosis of cardiac lipoma attached to the anterolateral papillary muscle, Papillary muscle is a very rare location of lipoma, which is rarely reported in the literature.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"113-115"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342840/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1393
Vandan D Upadhyaya, Christopher Wong, Ramzan M Zakir, Nima Aghili, Haroon Faraz, Navin K Kapur
Despite significant advancements in managing acute ST-segment elevation myocardial infarctions, the prevalence of heart failure has not decreased. Emerging paradigms with a focus on reducing infarct size show promising evidence in the improvement of the incidence of heart failure after experiencing acute coronary syndromes. Limiting infarct size has been the focus of multiple clinical trials over the past decades and has led to left ventricular (LV) unloading as a potential mechanism. Contemporary use of microaxial flow devices for LV unloading has suggested improvement in mortality in acute myocardial infarction complicated by cardiogenic shock. This review focuses on clinical data demonstrating evidence of infarct size reduction and highlights ongoing clinical trials that provide a new therapeutic approach to the management of acute myocardial infarction.
尽管在处理急性 ST 段抬高型心肌梗死方面取得了重大进展,但心力衰竭的发病率并未降低。以缩小心肌梗死面积为重点的新兴模式显示,在改善急性冠状动脉综合征后心力衰竭的发生率方面前景看好。在过去几十年中,限制梗死面积一直是多项临床试验的重点,并已将左心室(LV)卸载作为一种潜在机制。目前使用微轴向血流装置为左心室减压的研究表明,可改善急性心肌梗死并发心源性休克患者的死亡率。本综述重点介绍了有证据表明心肌梗死面积缩小的临床数据,并重点介绍了正在进行的临床试验,这些试验为急性心肌梗死的治疗提供了一种新的治疗方法。
{"title":"Management of Myocardial Infarction: Emerging Paradigms for the Future.","authors":"Vandan D Upadhyaya, Christopher Wong, Ramzan M Zakir, Nima Aghili, Haroon Faraz, Navin K Kapur","doi":"10.14797/mdcvj.1393","DOIUrl":"10.14797/mdcvj.1393","url":null,"abstract":"<p><p>Despite significant advancements in managing acute ST-segment elevation myocardial infarctions, the prevalence of heart failure has not decreased. Emerging paradigms with a focus on reducing infarct size show promising evidence in the improvement of the incidence of heart failure after experiencing acute coronary syndromes. Limiting infarct size has been the focus of multiple clinical trials over the past decades and has led to left ventricular (LV) unloading as a potential mechanism. Contemporary use of microaxial flow devices for LV unloading has suggested improvement in mortality in acute myocardial infarction complicated by cardiogenic shock. This review focuses on clinical data demonstrating evidence of infarct size reduction and highlights ongoing clinical trials that provide a new therapeutic approach to the management of acute myocardial infarction.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"54-63"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342848/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1383
Kevin John, Adnan Khalif, Masaki Tsukashita, Manreet K Kanwar
The overarching goal of cardiogenic shock (CS) therapy is ensuring long-term survival. In recent years, increasing emphasis has been placed on analyzing mechanisms to improve outcomes in CS. This includes averting in-hospital mortality, modifying the disease process by promoting heart recovery while avoiding multiorgan failure, and circumventing complications related to both CS and treatment strategies deployed to treat CS. Heart replacement therapies represent a viable strategy for long-term survival but are restricted to a small, select percentage of patients. In this review we focus on pathophysiology of the shock state, with an emphasis on addressing reversible etiologies contributing to the decompensated state, optimizing physiological factors for recovery, and identifying therapeutic targets to promote recovery. We also review the known predictors of myocardial recovery, regardless of the etiology of CS. Lastly, we highlight the current gaps in knowledge in this field and support additional high-quality studies focusing on myocardial recovery in CS.
{"title":"Myocardial Recovery in Cardiogenic Shock.","authors":"Kevin John, Adnan Khalif, Masaki Tsukashita, Manreet K Kanwar","doi":"10.14797/mdcvj.1383","DOIUrl":"10.14797/mdcvj.1383","url":null,"abstract":"<p><p>The overarching goal of cardiogenic shock (CS) therapy is ensuring long-term survival. In recent years, increasing emphasis has been placed on analyzing mechanisms to improve outcomes in CS. This includes averting in-hospital mortality, modifying the disease process by promoting heart recovery while avoiding multiorgan failure, and circumventing complications related to both CS and treatment strategies deployed to treat CS. Heart replacement therapies represent a viable strategy for long-term survival but are restricted to a small, select percentage of patients. In this review we focus on pathophysiology of the shock state, with an emphasis on addressing reversible etiologies contributing to the decompensated state, optimizing physiological factors for recovery, and identifying therapeutic targets to promote recovery. We also review the known predictors of myocardial recovery, regardless of the etiology of CS. Lastly, we highlight the current gaps in knowledge in this field and support additional high-quality studies focusing on myocardial recovery in CS.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"64-75"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342837/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1443
Muthu Kumar Krishnamoorthi, Konstantinos Sideris, Arvind Bhimaraj, Stavros G Drakos
The 12th annual Utah Cardiac Recovery Symposium (U-CARS) in 2024 continued its mission to advance cardiac recovery by uniting experts across various fields. The symposium featured key presentations on cutting-edge topics such as CRISPR gene editing for heart failure, guideline-directed medical therapy for heart failure (HF) with improved/recovered ejection fraction (HFimpEF), the role of extracorporeal cardiopulmonary resuscitation (ECPR) in treating cardiac arrest, and others. Discussions explored genetic and metabolic contributions to HF, emphasized the importance of maintaining pharmacotherapy in HFimpEF to prevent relapse, and identified future research directions including refining ECPR protocols, optimizing patient selection, and leveraging genetic insights to enhance therapeutic strategies.
{"title":"Learnings from the 2024 Utah Cardiac Recovery Symposium: A Roadmap for the Field of Myocardial Recovery.","authors":"Muthu Kumar Krishnamoorthi, Konstantinos Sideris, Arvind Bhimaraj, Stavros G Drakos","doi":"10.14797/mdcvj.1443","DOIUrl":"10.14797/mdcvj.1443","url":null,"abstract":"<p><p>The 12th annual Utah Cardiac Recovery Symposium (U-CARS) in 2024 continued its mission to advance cardiac recovery by uniting experts across various fields. The symposium featured key presentations on cutting-edge topics such as CRISPR gene editing for heart failure, guideline-directed medical therapy for heart failure (HF) with improved/recovered ejection fraction (HFimpEF), the role of extracorporeal cardiopulmonary resuscitation (ECPR) in treating cardiac arrest, and others. Discussions explored genetic and metabolic contributions to HF, emphasized the importance of maintaining pharmacotherapy in HFimpEF to prevent relapse, and identified future research directions including refining ECPR protocols, optimizing patient selection, and leveraging genetic insights to enhance therapeutic strategies.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"88-97"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342851/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1430
Pavel Martinez-Dominguez, Maria Jose Santa Ana-Bayona, Enrique C Guerra, Nilda Espinola-Zavaleta
Chemotherapy has markedly improved cancer outcomes, yet cancer therapy-related cardiac dysfunction (CTRCD) poses a significant challenge, affecting around 10% of patients. CTRCD can be asymptomatic or present with heart failure symptoms. Multimodality imaging, particularly echocardiography, remains pivotal for monitoring cardiac function. Potential biomarkers for CTRCD assessment include troponin and B-type natriuretic peptide. Pharmacological interventions, such as dexrazoxane, angiotensin-converting enzyme inhibitors, and statins, play a crucial role in primary prevention and mitigating cardiotoxicity alongside cardiac rehabilitation programs. Thus, a comprehensive approach is essential for optimal cardiac recovery and improved patient outcomes.
化疗明显改善了癌症的治疗效果,但与癌症治疗相关的心功能不全(CTRCD)仍是一项重大挑战,约有 10% 的患者会受到影响。CTRCD 可无症状或伴有心衰症状。多模态成像,尤其是超声心动图,仍然是监测心功能的关键。评估 CTRCD 的潜在生物标志物包括肌钙蛋白和 B 型钠尿肽。药物干预,如右雷佐生、血管紧张素转换酶抑制剂和他汀类药物,在初级预防和减轻心脏毒性以及心脏康复计划中发挥着至关重要的作用。因此,综合方法对于实现最佳心脏康复和改善患者预后至关重要。
{"title":"Cancer Therapy-Related Cardiac Dysfunction: Strategies for Enhancing Cardiac Recovery.","authors":"Pavel Martinez-Dominguez, Maria Jose Santa Ana-Bayona, Enrique C Guerra, Nilda Espinola-Zavaleta","doi":"10.14797/mdcvj.1430","DOIUrl":"10.14797/mdcvj.1430","url":null,"abstract":"<p><p>Chemotherapy has markedly improved cancer outcomes, yet cancer therapy-related cardiac dysfunction (CTRCD) poses a significant challenge, affecting around 10% of patients. CTRCD can be asymptomatic or present with heart failure symptoms. Multimodality imaging, particularly echocardiography, remains pivotal for monitoring cardiac function. Potential biomarkers for CTRCD assessment include troponin and B-type natriuretic peptide. Pharmacological interventions, such as dexrazoxane, angiotensin-converting enzyme inhibitors, and statins, play a crucial role in primary prevention and mitigating cardiotoxicity alongside cardiac rehabilitation programs. Thus, a comprehensive approach is essential for optimal cardiac recovery and improved patient outcomes.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"109-112"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342827/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1441
Anthony V Pensa, Veronica Zheng, Lucia Davis, Rebecca W Harap, Jane E Wilcox
Partial or complete imaging resolution of left ventricular (LV) systolic dysfunction in patients with heart failure with reduced ejection fraction (HFrEF) has gone by many names in the past few decades, including LV recovery, remission, reverse remodeling, and, most recently, improvement. This phenomenon has been described in a variety of clinical scenarios, including removal of an acute myocardial insult, unloading with durable LV assist devices, and treatment with various devices as well as pharmacotherapies, termed guideline-directed medical therapy (GDMT). Irrespective of definition, systolic improvement is associated with improved clinical outcomes compared to persistent systolic dysfunction. In the past few years, systolic improvement has been distinguished from HFrEF as a new clinical entity referred to as HF with improved EF (HFimpEF). Given the relative novelty of this condition, there is a paucity of data with regard to the clinical trajectory and management of this population. In this review, we describe the history of myocardial improvement terminology and explore notable findings that have led to the delineation of HFimpEF. Additionally, we highlight the importance of understanding LV trajectory and the potential opportunity for new GDMT management for clinicians when treating patients with HFimpEF.
{"title":"Clinical Perspective of Myocardial Recovery and Improvement: Definitions, Prevalence, and Relevance.","authors":"Anthony V Pensa, Veronica Zheng, Lucia Davis, Rebecca W Harap, Jane E Wilcox","doi":"10.14797/mdcvj.1441","DOIUrl":"10.14797/mdcvj.1441","url":null,"abstract":"<p><p>Partial or complete imaging resolution of left ventricular (LV) systolic dysfunction in patients with heart failure with reduced ejection fraction (HFrEF) has gone by many names in the past few decades, including LV recovery, remission, reverse remodeling, and, most recently, improvement. This phenomenon has been described in a variety of clinical scenarios, including removal of an acute myocardial insult, unloading with durable LV assist devices, and treatment with various devices as well as pharmacotherapies, termed guideline-directed medical therapy (GDMT). Irrespective of definition, systolic improvement is associated with improved clinical outcomes compared to persistent systolic dysfunction. In the past few years, systolic improvement has been distinguished from HFrEF as a new clinical entity referred to as HF with improved EF (HFimpEF). Given the relative novelty of this condition, there is a paucity of data with regard to the clinical trajectory and management of this population. In this review, we describe the history of myocardial improvement terminology and explore notable findings that have led to the delineation of HFimpEF. Additionally, we highlight the importance of understanding LV trajectory and the potential opportunity for new GDMT management for clinicians when treating patients with HFimpEF.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"6-15"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342833/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1392
Frederick M Lang, Benjamin C Lee, Dor Lotan, Mert R Sabuncu, Veli K Topkara
Heart failure (HF) affects millions of individuals and causes hundreds of thousands of deaths each year in the United States. Despite the public health burden, medical and device therapies for HF significantly improve clinical outcomes and, in a subset of patients, can cause reversal of abnormalities in cardiac structure and function, termed "myocardial recovery." By identifying novel patterns in high-dimensional data, artificial intelligence (AI) and machine learning (ML) algorithms can enhance the identification of key predictors and molecular drivers of myocardial recovery. Emerging research in the area has begun to demonstrate exciting results that could advance the standard of care. Although major obstacles remain to translate this technology to clinical practice, AI and ML hold the potential to usher in a new era of purposeful myocardial recovery programs based on precision medicine. In this review, we discuss applications of ML to the prediction of myocardial recovery, potential roles of ML in elucidating the mechanistic basis underlying recovery, barriers to the implementation of ML in clinical practice, and areas for future research.
在美国,心力衰竭(HF)影响着数百万人,每年导致数十万人死亡。尽管公共卫生负担沉重,但心力衰竭的医疗和设备疗法大大改善了临床疗效,在一部分患者中,还能逆转心脏结构和功能的异常,即所谓的 "心肌恢复"。通过识别高维数据中的新模式,人工智能(AI)和机器学习(ML)算法可以加强对心肌恢复的关键预测因素和分子驱动因素的识别。该领域的新兴研究已开始展示令人兴奋的成果,这些成果可能会推动医疗标准的发展。尽管将这一技术转化为临床实践仍存在重大障碍,但人工智能和 ML 有可能开创一个基于精准医疗的有目的心肌恢复计划的新时代。在这篇综述中,我们将讨论人工智能在预测心肌恢复方面的应用、人工智能在阐明心肌恢复的机理基础方面的潜在作用、人工智能在临床实践中的应用障碍以及未来的研究领域。
{"title":"Role of Artificial Intelligence and Machine Learning to Create Predictors, Enhance Molecular Understanding, and Implement Purposeful Programs for Myocardial Recovery.","authors":"Frederick M Lang, Benjamin C Lee, Dor Lotan, Mert R Sabuncu, Veli K Topkara","doi":"10.14797/mdcvj.1392","DOIUrl":"10.14797/mdcvj.1392","url":null,"abstract":"<p><p>Heart failure (HF) affects millions of individuals and causes hundreds of thousands of deaths each year in the United States. Despite the public health burden, medical and device therapies for HF significantly improve clinical outcomes and, in a subset of patients, can cause reversal of abnormalities in cardiac structure and function, termed \"myocardial recovery.\" By identifying novel patterns in high-dimensional data, artificial intelligence (AI) and machine learning (ML) algorithms can enhance the identification of key predictors and molecular drivers of myocardial recovery. Emerging research in the area has begun to demonstrate exciting results that could advance the standard of care. Although major obstacles remain to translate this technology to clinical practice, AI and ML hold the potential to usher in a new era of purposeful myocardial recovery programs based on precision medicine. In this review, we discuss applications of ML to the prediction of myocardial recovery, potential roles of ML in elucidating the mechanistic basis underlying recovery, barriers to the implementation of ML in clinical practice, and areas for future research.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"76-87"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342843/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20eCollection Date: 2024-01-01DOI: 10.14797/mdcvj.1389
Arick C Park, Douglas L Mann
Heart failure with reduced left ventricular (LV) ejection fraction (HFrEF) is a morbid and life-threatening disease, arising secondary to abnormalities of cardiac structure and function that lead to adverse LV remodeling. Implementation of medical and device therapies results in significant improvements in patient outcomes that are associated with reverse LV remodeling and improved LV ejection fraction. This review provides an overview of the pathobiology of reverse LV remodeling in animal models and in HFrEF patients. We emphasize the differences between myocardial recovery and remission as well as the fragile nature of maintaining a state of myocardial remission.
{"title":"The Pathobiology of Myocardial Recovery and Remission: From Animal Models to Clinical Observations in Heart Failure Patients.","authors":"Arick C Park, Douglas L Mann","doi":"10.14797/mdcvj.1389","DOIUrl":"10.14797/mdcvj.1389","url":null,"abstract":"<p><p>Heart failure with reduced left ventricular (LV) ejection fraction (HFrEF) is a morbid and life-threatening disease, arising secondary to abnormalities of cardiac structure and function that lead to adverse LV remodeling. Implementation of medical and device therapies results in significant improvements in patient outcomes that are associated with reverse LV remodeling and improved LV ejection fraction. This review provides an overview of the pathobiology of reverse LV remodeling in animal models and in HFrEF patients. We emphasize the differences between myocardial recovery and remission as well as the fragile nature of maintaining a state of myocardial remission.</p>","PeriodicalId":39207,"journal":{"name":"Methodist DeBakey cardiovascular journal","volume":"20 4","pages":"16-30"},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11342835/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142054154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}