Pub Date : 2024-11-16DOI: 10.1016/j.pcad.2024.11.002
Vikash Jaiswal, Muhammad Hanif, Yusra Mashkoor, Aanchal Sawhney, Tushar Kumar, Juveriya Yasmeen, F N U Sundas, Jishanth Mattumpuram, Adrija Hajra, Carl J Lavie, Dhrubajyoti Bandyopadhyay
Background: Giant cell myocarditis (GCM) and cardiac sarcoidosis (CS) are rare inflammatory diseases of the myocardium with poor prognosis. Cardiovascular disease outcomes among both diseases have not been well studied with limited literature.
Objective: This study aims to investigate the cardiovascular outcomes among patients with GCM and CS.
Method: We queried the TriNeTX Global Collaborative Network for adult patients with giant cell myocarditis and cardiac sarcoidosis between January 2000 to May 2023 and created two groups: one with giant cell myocarditis and second with cardiac sarcoidosis. Both the groups were followed for 6 months and 12 months.
Result: After propensity score matched analysis (PSM), among the 4804 patients (2402 patients in each group), the mean age of patients was 57.1 and 57.6 years in GCM and CS groups, respectively. PSM analysis showed that primary outcome i.e., all-cause mortality was significantly higher in GCM group both after 6 months [relative risk (RR) 2.33, 95 % confidence interval (CI): 1.64-3.30, p < 0.01] and 1 year follow up [RR, 1.54 (95 % CI: 1.20-1.98), p < 0.01] as compared with CS group. However, secondary outcomes i.e., heart failure (HF) at 6 month (RR 0.66, 95 % CI: 0.52-0.85, p < 0.01), and at 1 year (RR 0.60, 95 % CI: 0.49-0.73, p < 0.01), ventricular tachycardia (VT) at 6 months (RR 0.34, 95 % CI: 0.25-0.46, p < 0.01), and at 1 year (RR 0.32, 95 % CI: 0.25-0.41, p < 0.01), atrioventricular (AV) node block at 6 month (RR 0.45, 95 % CI: 0.33-0.61, p < 0.01), and at 1 year (RR 0.43, 95 % CI: 0.34-0.55, p < 0.01), and atrial flutter and fibrillation (AF) at 6 months (RR 0.67, 95 % CI: 0.48-0.94, p = 0.02), and at 1 year (RR 0.59, 95 % CI: 0.45-0.76, p < 0.01) were found significantly lower in GCM group as compared to CS group. On the other hand, heart transplant incidence was comparable between both the groups.
Conclusion: These findings suggest that GCM patients have high risk of mortality and lower risk of HF, VT, AV node block, and AF when compared with CS.
{"title":"Cardiovascular outcomes among giant cell myocarditis compared with cardiac sarcoidosis: A propensity score-matched analysis.","authors":"Vikash Jaiswal, Muhammad Hanif, Yusra Mashkoor, Aanchal Sawhney, Tushar Kumar, Juveriya Yasmeen, F N U Sundas, Jishanth Mattumpuram, Adrija Hajra, Carl J Lavie, Dhrubajyoti Bandyopadhyay","doi":"10.1016/j.pcad.2024.11.002","DOIUrl":"10.1016/j.pcad.2024.11.002","url":null,"abstract":"<p><strong>Background: </strong>Giant cell myocarditis (GCM) and cardiac sarcoidosis (CS) are rare inflammatory diseases of the myocardium with poor prognosis. Cardiovascular disease outcomes among both diseases have not been well studied with limited literature.</p><p><strong>Objective: </strong>This study aims to investigate the cardiovascular outcomes among patients with GCM and CS.</p><p><strong>Method: </strong>We queried the TriNeTX Global Collaborative Network for adult patients with giant cell myocarditis and cardiac sarcoidosis between January 2000 to May 2023 and created two groups: one with giant cell myocarditis and second with cardiac sarcoidosis. Both the groups were followed for 6 months and 12 months.</p><p><strong>Result: </strong>After propensity score matched analysis (PSM), among the 4804 patients (2402 patients in each group), the mean age of patients was 57.1 and 57.6 years in GCM and CS groups, respectively. PSM analysis showed that primary outcome i.e., all-cause mortality was significantly higher in GCM group both after 6 months [relative risk (RR) 2.33, 95 % confidence interval (CI): 1.64-3.30, p < 0.01] and 1 year follow up [RR, 1.54 (95 % CI: 1.20-1.98), p < 0.01] as compared with CS group. However, secondary outcomes i.e., heart failure (HF) at 6 month (RR 0.66, 95 % CI: 0.52-0.85, p < 0.01), and at 1 year (RR 0.60, 95 % CI: 0.49-0.73, p < 0.01), ventricular tachycardia (VT) at 6 months (RR 0.34, 95 % CI: 0.25-0.46, p < 0.01), and at 1 year (RR 0.32, 95 % CI: 0.25-0.41, p < 0.01), atrioventricular (AV) node block at 6 month (RR 0.45, 95 % CI: 0.33-0.61, p < 0.01), and at 1 year (RR 0.43, 95 % CI: 0.34-0.55, p < 0.01), and atrial flutter and fibrillation (AF) at 6 months (RR 0.67, 95 % CI: 0.48-0.94, p = 0.02), and at 1 year (RR 0.59, 95 % CI: 0.45-0.76, p < 0.01) were found significantly lower in GCM group as compared to CS group. On the other hand, heart transplant incidence was comparable between both the groups.</p><p><strong>Conclusion: </strong>These findings suggest that GCM patients have high risk of mortality and lower risk of HF, VT, AV node block, and AF when compared with CS.</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142669616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-31DOI: 10.1016/j.pcad.2024.10.014
Ahmed Abdelaziz, Karim Atta, Ahmed Farid Gadelmawla, Mohamed Abdelaziz, Muhammad Desouky, Yasmin Negida, Ahmed A Ibrahim, Dua Abdelraouf Eldosoky, Ahmed Helmi, Shrouk Ramadan, Emad Singer, Jose Tafur-Soto
{"title":"Safety outcomes of oral anticoagulants in patients with an indication of anti-coagulants after TAVR: A meta-analysis.","authors":"Ahmed Abdelaziz, Karim Atta, Ahmed Farid Gadelmawla, Mohamed Abdelaziz, Muhammad Desouky, Yasmin Negida, Ahmed A Ibrahim, Dua Abdelraouf Eldosoky, Ahmed Helmi, Shrouk Ramadan, Emad Singer, Jose Tafur-Soto","doi":"10.1016/j.pcad.2024.10.014","DOIUrl":"10.1016/j.pcad.2024.10.014","url":null,"abstract":"","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564933","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The American Heart Association recently defined the complex interactions among the cardiovascular, renal, and metabolic systems as CKM syndrome. To promote better patient outcomes, having a more profound understanding of CKM pathophysiology and pursuing holistic preventative and therapy strategies is critical. Despite many gaps in understanding CKM syndrome, this study attempts to elucidate two of these gaps: the new emerging biomarkers for screening and the role of inflammation in its pathophysiology. For this review, an extensive search for specific terms was conducted in the following databases: PubMed, Scopus, Web of Science, and Google Scholar. Studies were first assessed by title, abstract, keywords, and selected for portfolio according to eligibility criteria, which led to 38 studies. They provided background information about CKM syndrome; data suggested that serum uric acid, leptin, aldosterone, bilirubin, soluble neprilysin, lipocalin-type-prostaglandin-D-synthase, and endocan could be valuable biomarkers for CKM screening; and finally, the inflammation role in CKM.
美国心脏协会最近将心血管、肾脏和代谢系统之间复杂的相互作用定义为 CKM 综合征。为了改善患者的预后,更深入地了解 CKM 病理生理学并采取全面的预防和治疗策略至关重要。尽管对 CKM 综合征的认识还存在许多空白,但本研究试图阐明其中的两个空白:用于筛查的新兴生物标志物以及炎症在其病理生理学中的作用。为了撰写这篇综述,我们在以下数据库中对特定术语进行了广泛搜索:PubMed、Scopus、Web of Science 和 Google Scholar。首先根据标题、摘要和关键词对研究进行评估,然后根据资格标准筛选出 38 篇研究。这些研究提供了有关 CKM 综合征的背景信息;数据表明,血清尿酸、瘦素、醛固酮、胆红素、可溶性肾酶、脂钙素型-前列腺素-D-合成酶和内切酶可能是筛查 CKM 的有价值的生物标志物;最后,研究了炎症在 CKM 中的作用。
{"title":"Cardiovascular-kidney-metabolic syndrome - An integrative review.","authors":"Katiana Simões Kittelson, Arquimedes Gasparotto Junior, Natasha Fillmore, Roberto da Silva Gomes","doi":"10.1016/j.pcad.2024.10.012","DOIUrl":"10.1016/j.pcad.2024.10.012","url":null,"abstract":"<p><p>The American Heart Association recently defined the complex interactions among the cardiovascular, renal, and metabolic systems as CKM syndrome. To promote better patient outcomes, having a more profound understanding of CKM pathophysiology and pursuing holistic preventative and therapy strategies is critical. Despite many gaps in understanding CKM syndrome, this study attempts to elucidate two of these gaps: the new emerging biomarkers for screening and the role of inflammation in its pathophysiology. For this review, an extensive search for specific terms was conducted in the following databases: PubMed, Scopus, Web of Science, and Google Scholar. Studies were first assessed by title, abstract, keywords, and selected for portfolio according to eligibility criteria, which led to 38 studies. They provided background information about CKM syndrome; data suggested that serum uric acid, leptin, aldosterone, bilirubin, soluble neprilysin, lipocalin-type-prostaglandin-D-synthase, and endocan could be valuable biomarkers for CKM screening; and finally, the inflammation role in CKM.</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.1016/j.pcad.2024.10.006
Marta Belmonte, Alberto Foà, Pasquale Paolisso, Luca Bergamaschi, Emanuele Gallinoro, Alberto Polimeni, Roberto Scarsini, Saverio Muscoli, Sara Amicone, Antonio De Vita, Angelo Villano, Francesco Angeli, Matteo Armillotta, Vincenzo Sucato, Saverio Tremamunno, Doralisa Morrone, Ciro Indolfi, Pasquale Perrone Filardi, Flavio Ribichini, Gaetano Antonio Lanza, Alaide Chieffo, Emanuele Barbato, Carmine Pizzi
The prevalence of coronary microvascular dysfunction (CMD) beyond the spectrum of chronic coronary syndromes (CCS) is non-negligible, pertaining to pathophysiological and therapeutical implications. Thanks to the availability of accurate and safe non-invasive technique, CMD can be identified as a key player in heart failure, cardiomyopathies, Takotsubo syndrome, aortic stenosis. While CMD is widely recognized as a cause of myocardial ischemia leading to a worse prognosis even in the absence of obstructive coronary artery disease, the characterization of CMD patterns beyond CCS might provide valuable insights on the underlying disease progression, being potentially a "red flag" of adverse cardiac remodeling and a major determinant of response to therapy and outcomes. In this review, we aimed to provide an overview of the latest evidence on the prevalence, mechanistic and prognostic implications of CMD beyond the spectrum of CCS (i.e. heart failure, cardiomyopathies, Takotsubo syndrome, aortic stenosis).
{"title":"Coronary microvascular dysfunction beyond the spectrum of chronic coronary syndromes.","authors":"Marta Belmonte, Alberto Foà, Pasquale Paolisso, Luca Bergamaschi, Emanuele Gallinoro, Alberto Polimeni, Roberto Scarsini, Saverio Muscoli, Sara Amicone, Antonio De Vita, Angelo Villano, Francesco Angeli, Matteo Armillotta, Vincenzo Sucato, Saverio Tremamunno, Doralisa Morrone, Ciro Indolfi, Pasquale Perrone Filardi, Flavio Ribichini, Gaetano Antonio Lanza, Alaide Chieffo, Emanuele Barbato, Carmine Pizzi","doi":"10.1016/j.pcad.2024.10.006","DOIUrl":"10.1016/j.pcad.2024.10.006","url":null,"abstract":"<p><p>The prevalence of coronary microvascular dysfunction (CMD) beyond the spectrum of chronic coronary syndromes (CCS) is non-negligible, pertaining to pathophysiological and therapeutical implications. Thanks to the availability of accurate and safe non-invasive technique, CMD can be identified as a key player in heart failure, cardiomyopathies, Takotsubo syndrome, aortic stenosis. While CMD is widely recognized as a cause of myocardial ischemia leading to a worse prognosis even in the absence of obstructive coronary artery disease, the characterization of CMD patterns beyond CCS might provide valuable insights on the underlying disease progression, being potentially a \"red flag\" of adverse cardiac remodeling and a major determinant of response to therapy and outcomes. In this review, we aimed to provide an overview of the latest evidence on the prevalence, mechanistic and prognostic implications of CMD beyond the spectrum of CCS (i.e. heart failure, cardiomyopathies, Takotsubo syndrome, aortic stenosis).</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-22DOI: 10.1016/j.pcad.2024.10.007
Zaid Al Jebaje, Ahmad Jabri, Tushar Mishra, Adnan Halboni, Asem Ayyad, Anas Alameh, Rama Ellauzi, Francisco B Alexandrino, Khaldoon Alaswad, Mir Babar Basir
As the field of percutaneous coronary intervention grows in volume, expertise, and available tools, interventional cardiologists are increasingly performing more complex and higher-risk coronary artery procedures. Mechanical circulatory support devices, previously used only in urgent situations, are now being utilized as supplementary tools to enhance outcomes in elective complex cases. This shift has sparked significant discussions about patient and device selection, as well as the potential risks involved. In this article, we explore the various devices and their distinct features. Additionally, we also introduce algorithms for device selection, placement and weaning to help guide physicians during their care for their high-risk PCI patients.
{"title":"Use of mechanical circulatory support in high-risk percutaneous coronary interventions.","authors":"Zaid Al Jebaje, Ahmad Jabri, Tushar Mishra, Adnan Halboni, Asem Ayyad, Anas Alameh, Rama Ellauzi, Francisco B Alexandrino, Khaldoon Alaswad, Mir Babar Basir","doi":"10.1016/j.pcad.2024.10.007","DOIUrl":"10.1016/j.pcad.2024.10.007","url":null,"abstract":"<p><p>As the field of percutaneous coronary intervention grows in volume, expertise, and available tools, interventional cardiologists are increasingly performing more complex and higher-risk coronary artery procedures. Mechanical circulatory support devices, previously used only in urgent situations, are now being utilized as supplementary tools to enhance outcomes in elective complex cases. This shift has sparked significant discussions about patient and device selection, as well as the potential risks involved. In this article, we explore the various devices and their distinct features. Additionally, we also introduce algorithms for device selection, placement and weaning to help guide physicians during their care for their high-risk PCI patients.</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-21DOI: 10.1016/j.pcad.2024.10.009
Mohammad Al Zein, Alicia Khazzeka, Alessandro El Khoury, Jana Al Zein, Dima Zoghaib, Ali H Eid
Cardiovascular disease (CVD) continues to be a leading cause of global mortality and morbidity. Various established risk factors are linked to CVD, and modifying these risk factors is fundamental in CVD management. Clinical studies underscore the association between dyslipidemia and CVD, and therapeutic interventions that target low-density lipoprotein cholesterol elicit clear benefits. Despite the correlation between low high-density lipoprotein cholesterol (HDLC) and heightened CVD risk, HDL-raising therapies have yet to showcase significant clinical benefits. Furthermore, evidence from epidemiological and genetic studies reveals that not only low HDL-C levels, but also very high levels of HDL-C are linked to increased risk of CVD. In this review, we focus on HDL metabolism and delve into the relationship between HDL and CVD, exploring HDL functions and the observed alterations in its roles in disease. Altogether, the results discussed herein support the conventional wisdom that "too much of a good thing is not always a good thing". Thus, our recommendation is that a careful reconsideration of the impact of high HDL-C levels is warranted, and shall be revisited in future research.
{"title":"Revisiting high-density lipoprotein cholesterol in cardiovascular disease: Is too much of a good thing always a good thing?","authors":"Mohammad Al Zein, Alicia Khazzeka, Alessandro El Khoury, Jana Al Zein, Dima Zoghaib, Ali H Eid","doi":"10.1016/j.pcad.2024.10.009","DOIUrl":"10.1016/j.pcad.2024.10.009","url":null,"abstract":"<p><p>Cardiovascular disease (CVD) continues to be a leading cause of global mortality and morbidity. Various established risk factors are linked to CVD, and modifying these risk factors is fundamental in CVD management. Clinical studies underscore the association between dyslipidemia and CVD, and therapeutic interventions that target low-density lipoprotein cholesterol elicit clear benefits. Despite the correlation between low high-density lipoprotein cholesterol (HDLC) and heightened CVD risk, HDL-raising therapies have yet to showcase significant clinical benefits. Furthermore, evidence from epidemiological and genetic studies reveals that not only low HDL-C levels, but also very high levels of HDL-C are linked to increased risk of CVD. In this review, we focus on HDL metabolism and delve into the relationship between HDL and CVD, exploring HDL functions and the observed alterations in its roles in disease. Altogether, the results discussed herein support the conventional wisdom that \"too much of a good thing is not always a good thing\". Thus, our recommendation is that a careful reconsideration of the impact of high HDL-C levels is warranted, and shall be revisited in future research.</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-21DOI: 10.1016/j.pcad.2024.10.010
T Elizabeth Workman, Ali Ahmed, Helen M Sheriff, Venkatesh K Raman, Sijian Zhang, Yijun Shao, Charles Faselis, Gregg C Fonarow, Qing Zeng-Treitler
Background: Natural language processing (NLP) can facilitate research utilizing data from electronic health records (EHRs). Large language models can potentially improve NLP applications leveraging EHR notes. The objective of this study was to assess the performance of zero-shot learning using Chat Generative Pre-trained Transformer 4 (ChatGPT-4) for extraction of symptoms and signs, and compare its performance to baseline machine learning and rule-based methods developed using annotated data.
Methods and results: From unstructured clinical notes of the national EHR data of the Veterans healthcare system, we extracted 1999 text snippets containing relevant keywords for heart failure symptoms and signs, which were then annotated by two clinicians. We also created 102 synthetic snippets that were semantically similar to snippets randomly selected from the original 1999 snippets. The authors applied zero-shot learning, using two different forms of prompt engineering in a symptom and sign extraction task with ChatGPT-4, utilizing the synthetic snippets. For comparison, baseline models using machine learning and rule-based methods were trained using the original 1999 annotated text snippets, and then used to classify the 102 synthetic snippets. The best zero-shot learning application achieved 90.6 % precision, 100 % recall, and 95 % F1 score, outperforming the best baseline method, which achieved 54.9 % precision, 82.4 % recall, and 65.5 % F1 score. Prompt style and temperature settings influenced zero-shot learning performance.
Conclusions: Zero-shot learning utilizing ChatGPT-4 significantly outperformed traditional machine learning and rule-based NLP. Prompt type and temperature settings affected zero-shot learning performance. These findings suggest a more efficient means of symptoms and signs extraction than traditional machine learning and rule-based methods.
{"title":"ChatGPT-4 extraction of heart failure symptoms and signs from electronic health records.","authors":"T Elizabeth Workman, Ali Ahmed, Helen M Sheriff, Venkatesh K Raman, Sijian Zhang, Yijun Shao, Charles Faselis, Gregg C Fonarow, Qing Zeng-Treitler","doi":"10.1016/j.pcad.2024.10.010","DOIUrl":"10.1016/j.pcad.2024.10.010","url":null,"abstract":"<p><strong>Background: </strong>Natural language processing (NLP) can facilitate research utilizing data from electronic health records (EHRs). Large language models can potentially improve NLP applications leveraging EHR notes. The objective of this study was to assess the performance of zero-shot learning using Chat Generative Pre-trained Transformer 4 (ChatGPT-4) for extraction of symptoms and signs, and compare its performance to baseline machine learning and rule-based methods developed using annotated data.</p><p><strong>Methods and results: </strong>From unstructured clinical notes of the national EHR data of the Veterans healthcare system, we extracted 1999 text snippets containing relevant keywords for heart failure symptoms and signs, which were then annotated by two clinicians. We also created 102 synthetic snippets that were semantically similar to snippets randomly selected from the original 1999 snippets. The authors applied zero-shot learning, using two different forms of prompt engineering in a symptom and sign extraction task with ChatGPT-4, utilizing the synthetic snippets. For comparison, baseline models using machine learning and rule-based methods were trained using the original 1999 annotated text snippets, and then used to classify the 102 synthetic snippets. The best zero-shot learning application achieved 90.6 % precision, 100 % recall, and 95 % F1 score, outperforming the best baseline method, which achieved 54.9 % precision, 82.4 % recall, and 65.5 % F1 score. Prompt style and temperature settings influenced zero-shot learning performance.</p><p><strong>Conclusions: </strong>Zero-shot learning utilizing ChatGPT-4 significantly outperformed traditional machine learning and rule-based NLP. Prompt type and temperature settings affected zero-shot learning performance. These findings suggest a more efficient means of symptoms and signs extraction than traditional machine learning and rule-based methods.</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-21DOI: 10.1016/j.pcad.2024.10.011
Oluwapeyibomi I Runsewe, Sunil K Srivastava, Sumit Sharma, Pulkit Chaudhury, W H Wilson Tang
Endothelial dysfunction and microvascular remodeling underly the development and progression of a host of cardiovascular disease (CVD). However, current methods to assess coronary epicardial microvascular function are invasive, time-intensive, and costly. Optical coherence tomography angiography (OCTA) is an established technology within ophthalmology that provides a quick, noninvasive assessment of vascular structures within the retina. As a growing body of evidence reveals strong associations between the retinal changes on OCTA and the development and progression of CVD, OCTA may indeed be a surrogate test for end-organ dysfunction. OCTA has potential to enhance diagnostic performance, refine cardiovascular risk assessment, strengthen prognostication, and ultimately, improve patient care. We explore the current literature on OCTA in cardiovascular diseases to summarize the clinical utility of retinal OCTA imaging and discuss next-generation cardiovascular applications.
{"title":"Optical coherence tomography angiography in cardiovascular disease.","authors":"Oluwapeyibomi I Runsewe, Sunil K Srivastava, Sumit Sharma, Pulkit Chaudhury, W H Wilson Tang","doi":"10.1016/j.pcad.2024.10.011","DOIUrl":"10.1016/j.pcad.2024.10.011","url":null,"abstract":"<p><p>Endothelial dysfunction and microvascular remodeling underly the development and progression of a host of cardiovascular disease (CVD). However, current methods to assess coronary epicardial microvascular function are invasive, time-intensive, and costly. Optical coherence tomography angiography (OCTA) is an established technology within ophthalmology that provides a quick, noninvasive assessment of vascular structures within the retina. As a growing body of evidence reveals strong associations between the retinal changes on OCTA and the development and progression of CVD, OCTA may indeed be a surrogate test for end-organ dysfunction. OCTA has potential to enhance diagnostic performance, refine cardiovascular risk assessment, strengthen prognostication, and ultimately, improve patient care. We explore the current literature on OCTA in cardiovascular diseases to summarize the clinical utility of retinal OCTA imaging and discuss next-generation cardiovascular applications.</p>","PeriodicalId":94178,"journal":{"name":"Progress in cardiovascular diseases","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}