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Search Results (1,951)

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Keywords = cardiac imaging

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5 pages, 680 KiB  
Case Report
Unraveling Mitral Annular Disjunction: A Case Report of Ventricular Arrhythmia Detected via Smartwatch
by Samantha Lo, Sanjay Sivalokanathan and Nina Kukar
Reports 2025, 8(2), 94; https://doi.org/10.3390/reports8020094 (registering DOI) - 14 Jun 2025
Abstract
Background and Clinical Significance: Mitral valve prolapse (MVP) is commonly benign, but may result in life-threatening arrhythmias and sudden cardiac death (SCD). Mitral annular disjunction (MAD) often coexists with mitral valve prolapse (MVP) and has been implicated in the development of ventricular arrhythmias [...] Read more.
Background and Clinical Significance: Mitral valve prolapse (MVP) is commonly benign, but may result in life-threatening arrhythmias and sudden cardiac death (SCD). Mitral annular disjunction (MAD) often coexists with mitral valve prolapse (MVP) and has been implicated in the development of ventricular arrhythmias through myocardial stretch and fibrosis. Case Presentation: Here, we present a case that highlights the diagnostic value of multimodal imaging in evaluating ventricular ectopy in the context of MVP and MAD. A 72-year-old male presented to the cardiology clinic with palpitations and fatigue, compounded by an arrhythmia identified by his Apple Watch. Holter monitoring revealed premature ventricular contractions (PVCs), with cardiac magnetic resonance imaging (CMR) demonstrating MAD and basal inferolateral scarring. Despite minimal symptoms and normal echocardiographic imaging, CMR findings highlight the utility of advanced cardiovascular imaging in patients with newly detected ventricular arrhythmias. Conclusion: This case highlights the importance of integrating consumer wearables and advanced imaging in evaluating ventricular ectopy and its evolving role in risk stratification for patients with MVP, even in the absence of overt symptoms. Full article
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24 pages, 1224 KiB  
Review
The Pathophysiology of Cardiac Troponin Release and the Various Circulating Cardiac Troponin Forms—Potential Clinical Implications
by Johannes Mair
J. Clin. Med. 2025, 14(12), 4241; https://doi.org/10.3390/jcm14124241 (registering DOI) - 14 Jun 2025
Abstract
Current routine high-sensitivity cardiac troponin assays are the criterion standard for the laboratory diagnosis of myocardial injury due to their high analytical sensitivity and specificity. However, in daily clinical practice, unexpectedly elevated cardiac troponin test results without an obvious clinical correlate are becoming [...] Read more.
Current routine high-sensitivity cardiac troponin assays are the criterion standard for the laboratory diagnosis of myocardial injury due to their high analytical sensitivity and specificity. However, in daily clinical practice, unexpectedly elevated cardiac troponin test results without an obvious clinical correlate are becoming more frequent compared with previous cardiac troponin assay generations. In these patients, myocardial injury may sometimes be undetected by imaging techniques, including cardiac magnetic resonance imaging. This has led to an increased interest in the pathophysiology of cardiac troponin release, particularly with regard to whether troponin can be released in the absence of myocardial necrosis and thereby resulting in an increase in cardiac troponin in the systemic circulation. Although there is in vitro evidence that cardiac biomarkers are released from reversibly injured cultured cardiomyocytes, there is still a lack of evidence for cardiac troponin release apart from different forms of cell death (i.e., apoptosis or necrosis) in animal experiments. Conversely, various circulating cardiac troponin forms have been identified in human blood samples using different analytical methods, raising the question of whether the cause of myocardial injury can be reliably determined by measuring specific circulating cardiac troponin forms. Preliminary clinical data suggests that testing for specific circulating troponin forms could increase the specificity of cardiac troponin for diagnosing acute myocardial infarctions caused by an acute coronary syndrome. This review aims to provide an up-to-date overview of these current cardiac troponin research topics with their potential clinical implications. Typical clinical cases illustrate how to interpret cTn in the individual patient and how to derive a correct diagnosis. Full article
(This article belongs to the Section Cardiology)
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21 pages, 1182 KiB  
Review
Hypertrophic Cardiomyopathy and Phenocopies: New Therapies for Old Diseases—Current Evidence and Future Perspectives
by Maria Alfarano, Federico Ciccarelli, Giulia Marchionni, Federico Ballatore, Jacopo Costantino, Antonio Lattanzio, Giulia Pecci, Silvia Stavagna, Leonardo Iannelli, Gioacchino Galardo, Carlo Lavalle, Fabio Miraldi, Carmine Dario Vizza and Cristina Chimenti
J. Clin. Med. 2025, 14(12), 4228; https://doi.org/10.3390/jcm14124228 (registering DOI) - 13 Jun 2025
Abstract
The hypertrophic cardiomyopathy (HCM) clinical phenotype includes sarcomeric HCM, which is the most common form of inherited cardiomyopathy with a population prevalence of 1:500, and phenocopies such as cardiac amyloidosis and Anderson–Fabry disease, which are considered rare diseases. Identification of cardiac and non-cardiac [...] Read more.
The hypertrophic cardiomyopathy (HCM) clinical phenotype includes sarcomeric HCM, which is the most common form of inherited cardiomyopathy with a population prevalence of 1:500, and phenocopies such as cardiac amyloidosis and Anderson–Fabry disease, which are considered rare diseases. Identification of cardiac and non-cardiac red flags in the context of multi-organ syndrome, multimodality imaging, including echocardiography, cardiac magnetic resonance, and genetic testing, has a central role in the diagnostic pathway. Identifying the specific disease underlying the hypertrophic phenotype is very important since many disease-modifying therapies are currently available, and phase 3 trials for new treatments have been completed or are ongoing. In particular, many chemotherapy agents (alkylating agents, proteasome inhibitors, immunomodulatory drugs, and monoclonal antibodies targeting clonal cells) allowing one to treat AL amyloidosis, transthyretin stabilizers (tafamidis and acoramidis), and gene silencers (patisiran and vutrisiran) are available in transthyretin cardiac amyloidosis, and enzyme replacement therapies (agalsidase-alpha, agalsidase-beta, and pegunigalsidase-alpha) or oral chaperone therapy (migalastat) can be used in Anderson–Fabry disease. In addition, the introduction of cardiac myosin inhibitors (mavacamten and aficamten) has deeply modified the treatment of hypertrophic obstructive cardiomyopathy. The aim of this review is to describe the new disease-modifying treatments available in HCM and phenocopies in light of current scientific evidence. Full article
(This article belongs to the Special Issue What’s New in Cardiomyopathies: Diagnosis, Treatment and Management)
16 pages, 279 KiB  
Review
Emerging Insights into Granulomatous and Amyloidogenic Cardiomyopathies
by Syed Bukhari, Adnan Younus and Zubair Bashir
J. Clin. Med. 2025, 14(12), 4208; https://doi.org/10.3390/jcm14124208 - 13 Jun 2025
Abstract
Background: Granulomatous and amyloidogenic cardiomyopathies are infiltrative conditions that can be fatal if left untreated. Among these, cardiac amyloidosis and cardiac sarcoidosis are significant but often underdiagnosed causes of heart failure, each serving as cardiac manifestations of broader systemic diseases. Advancements in imaging [...] Read more.
Background: Granulomatous and amyloidogenic cardiomyopathies are infiltrative conditions that can be fatal if left untreated. Among these, cardiac amyloidosis and cardiac sarcoidosis are significant but often underdiagnosed causes of heart failure, each serving as cardiac manifestations of broader systemic diseases. Advancements in imaging techniques and the emergence of novel therapies—particularly for cardiac amyloidosis—have brought these conditions into sharper focus for both clinicians and researchers. Methods: We conducted a comprehensive review of the literature by searching databases including PubMed and Scopus for studies published since 1990 regarding clinical features, diagnostic techniques, and treatment strategies for cardiac amyloidosis and cardiac sarcoidosis. Studies were selected based on relevance to imaging methods, including echocardiography, cardiac magnetic resonance imaging (CMR), positron emission tomography (PET), and technetium-labeled nuclear scintigraphy, as well as treatment modalities for both conditions. Results: Imaging techniques, particularly CMR, technetium-labeled nuclear scan, and PET, were found to be crucial for the early identification and differentiation of cardiac amyloidosis and cardiac sarcoidosis. Distinct late gadolinium enhancement patterns were observed in CMR along with morphological differences, aiding in diagnosis. Technetium-labeled nuclear scintigraphy can definitively distinguish between subtypes of cardiac amyloidosis in the absence of paraproteinemia. Early diagnosis has been shown to significantly improve patient outcomes. Early treatment can reduce morbidity in both cardiomyopathies. Conclusions: Multimodality imaging can help in the early detection of cardiac amyloidosis and cardiac sarcoidosis. Treatment strategies differ substantially: cardiac amyloidosis is primarily managed with disease-modifying therapies for the transthyretin subtype and chemotherapy/stem cell transplant for the AL subtype, while cardiac sarcoidosis is treated with corticosteroids and immunosuppressive drugs to reduce inflammation. Early and accurate diagnosis through advanced imaging techniques is critical to improving outcomes for patients with these conditions. Full article
(This article belongs to the Section Cardiology)
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25 pages, 10815 KiB  
Article
Enhancing Heart Disease Diagnosis Using ECG Signal Reconstruction and Deep Transfer Learning Classification with Optional SVM Integration
by Mostafa Ahmad, Ali Ahmed, Hasan Hashim, Mohammed Farsi and Nader Mahmoud
Diagnostics 2025, 15(12), 1501; https://doi.org/10.3390/diagnostics15121501 - 13 Jun 2025
Abstract
Background/Objectives: Accurate and efficient diagnosis of heart disease through electrocardiogram (ECG) analysis remains a critical challenge in clinical practice due to noise interference, morphological variability, and the complexity of overlapping cardiac signals. Methods: This study presents a comprehensive deep learning (DL) framework [...] Read more.
Background/Objectives: Accurate and efficient diagnosis of heart disease through electrocardiogram (ECG) analysis remains a critical challenge in clinical practice due to noise interference, morphological variability, and the complexity of overlapping cardiac signals. Methods: This study presents a comprehensive deep learning (DL) framework that integrates advanced ECG signal segmentation with transfer learning-based classification, aimed at improving diagnostic performance. The proposed ECG segmentation algorithm introduces a distinct and original approach compared to prior research by integrating adaptive preprocessing, histogram-based lead separation, and robust point-tracking techniques into a unified framework. While most earlier studies have addressed ECG image processing using basic filtering, fixed-region cropping, or template matching, our method uniquely focuses on automated and precise reconstruction of individual ECG leads from noisy and overlapping multi-lead images—a challenge often overlooked in previous work. This innovative segmentation strategy significantly enhances signal clarity and enables the extraction of richer and more localized features, boosting the performance of DL classifiers. The dataset utilized in this work of 12 lead-based standard ECG images consists of four primary classes. Results: Experiments conducted using various DL models—such as VGG16, VGG19, ResNet50, InceptionNetV2, and GoogleNet—reveal that segmentation notably enhances model performance in terms of recall, precision, and F1 score. The hybrid VGG19 + SVM model achieved 98.01% and 100% accuracy in multi-class classification, along with average accuracies of 99% and 97.95% in binary classification tasks using the original and reconstructed datasets, respectively. Conclusions: The results highlight the superiority of deep, feature-rich models in handling reconstructed ECG signals and confirm the value of segmentation as a critical preprocessing step. These findings underscore the importance of effective ECG segmentation in DL applications for automated heart disease diagnosis, offering a more reliable and accurate solution. Full article
(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
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16 pages, 421 KiB  
Article
Chagas Disease in a Non-Endemic Setting: Clinical Profile, Treatment Outcomes, and Predictors of Cure in a 15-Year Cohort Study
by Carlos Bea-Serrano, Ana Isabel de Gracia-León, Jara Llenas-García, Sara Vela-Bernal, Andreu Belmonte-Domingo, Carolina Pinto-Pla, Ana Ferrer-Ribera, María José Galindo, María Jesús Alcaraz and María Rosa Oltra Sempere
Trop. Med. Infect. Dis. 2025, 10(6), 161; https://doi.org/10.3390/tropicalmed10060161 - 11 Jun 2025
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Abstract
This retrospective cohort study aimed to assess clinical and epidemiological characteristics, treatment outcomes, and predictors of serological cure in patients with chronic Chagas disease in a non-endemic setting. All individuals aged ≥16 years with confirmed infection and evaluated at a tertiary hospital in [...] Read more.
This retrospective cohort study aimed to assess clinical and epidemiological characteristics, treatment outcomes, and predictors of serological cure in patients with chronic Chagas disease in a non-endemic setting. All individuals aged ≥16 years with confirmed infection and evaluated at a tertiary hospital in Spain from 2008 to 2023 were included. Most of the 107 participants were women (78.5%) and Bolivian-born (99.1%). Digestive and cardiac involvement were identified in 32.7% and 17.8% of cases, respectively. Cardiac symptoms were significantly associated with the diagnostic findings of cardiac involvement (odds ratio [OR] 3.0, 95% confidence interval [CI] 1.1–8.2), whereas digestive symptoms did not correlate with imaging abnormalities (OR 0.7, 95% CI 0.3–1.6). Antiparasitic treatment, usually benznidazole, was initiated in 69% of patients and led to adverse events in 66.2%, with treatment discontinuation in 25.7%. Only 8.1% of treated patients achieved serological cure after a median 26 months, with obesity emerging as the only independent predictor (adjusted OR 31.0, 95% CI 3.7–261.2). Cardiac progression occurred in 9.3% of patients despite treatment. Although 59.8% were lost to follow-up, the cohort maintained a median follow-up of 27 months. These findings underscore the need for improved treatment strategies and sustained clinical monitoring in non-endemic settings. Full article
(This article belongs to the Special Issue Advances in Parasitic Neglected Tropical Diseases)
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26 pages, 24451 KiB  
Review
Point-of-Care Ultrasound Use in Hemodynamic Assessment
by Ahmed Noor, Margaret Liu, Alan Jarman, Travis Yamanaka and Malvika Kaul
Biomedicines 2025, 13(6), 1426; https://doi.org/10.3390/biomedicines13061426 - 10 Jun 2025
Viewed by 149
Abstract
Hemodynamic assessment is critical in emergency and critical care for preventing, diagnosing, and managing shock states that significantly affect patient outcomes. Point-of-care ultrasound (POCUS) has become an invaluable, non-invasive, real-time, and reproducible tool for bedside decision-making. Advancements such as Doppler imaging, advanced critical [...] Read more.
Hemodynamic assessment is critical in emergency and critical care for preventing, diagnosing, and managing shock states that significantly affect patient outcomes. Point-of-care ultrasound (POCUS) has become an invaluable, non-invasive, real-time, and reproducible tool for bedside decision-making. Advancements such as Doppler imaging, advanced critical care ultrasonography, and transesophageal echocardiography (TEE) have expanded its utility, enabling rapid and repeatable evaluations, especially in complex mixed shock presentations. This review explores the role of POCUS in hemodynamic monitoring, emphasizing its ability to assess cardiac output, filling pressures, and vascular congestion, facilitating shock classification and guiding fluid management. We highlight an extensive array of POCUS techniques for evaluating right and left cardiac function and review existing literature on their advantages, limitations, and appropriate clinical applications. Beyond assessing volume status, this review discusses the role of POCUS in predicting fluid responsiveness and supporting more individualized, precise management strategies. Ultimately, while POCUS is a powerful tool for rapid, comprehensive hemodynamic assessment in acute settings, its limitations must be acknowledged and thoughtfully integrated into clinical decision-making. Full article
(This article belongs to the Special Issue Advanced Research in Cardiovascular and Hemodynamic Monitoring)
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16 pages, 960 KiB  
Article
Evaluating the Necessity and Impact of Cardiac Imaging on Breast Cancer Care in Northwestern Ontario
by Hannah Shortreed, Megan Clark, Husam Abdel-Qadir, Rabail Siddiqui and Olexiy Aseyev
Cancers 2025, 17(12), 1909; https://doi.org/10.3390/cancers17121909 - 8 Jun 2025
Viewed by 147
Abstract
Introduction: Breast cancer affects over 25,000 women annually in Canada and has seen improved survival rates due to advances in screening and treatment. However, cardiotoxic therapies including anthracyclines and trastuzumab have made cardiovascular disease a leading cause of death among survivors. Baseline left [...] Read more.
Introduction: Breast cancer affects over 25,000 women annually in Canada and has seen improved survival rates due to advances in screening and treatment. However, cardiotoxic therapies including anthracyclines and trastuzumab have made cardiovascular disease a leading cause of death among survivors. Baseline left ventricular ejection fraction is a reliable predictor of heart failure, and various guidelines recommend pretreatment cardiac imaging; however, its utility is largely based on expert opinion. Methods: This retrospective cohort study analyzed 93 breast cancer patients treated at a single cancer centre in Northwestern Ontario between 2012 and 2017 to determine the yield (defined as imaging leading to clinically actionable changes in care) of imaging. Results: Patients were grouped by treatment regimen: trastuzumab-only (cohort A, n = 3, mean age = 73.55 ± 9.90), anthracycline-only (cohort B, n = 60, mean age = 58.83 ± 9.83), and combination therapy with both trastuzumab and anthracyclines (cohort C, n = 30, mean age = 59.37 ± 10.91). Due to the very small sample size in cohort A, findings are presented for qualitative insight only. Cohort B had the highest imaging yield (13.33%), while cohorts A and C showed lower yields (7.14% and 4.17%) with more frequent imaging. Predictors of higher yield varied, with cohort B identifying the most, including diabetes and coronary artery disease. Conclusions: These findings underscore the need for targeted cardiac imaging to optimize resource allocation and patient outcomes, particularly in resource-limited settings such as Northwestern Ontario. Subsequent investigations should seek to stratify proactive versus reactive interventions, evaluate outcomes, refine imaging guidelines, and gather more data on patients receiving trastuzumab. Full article
(This article belongs to the Section Cancer Therapy)
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14 pages, 264 KiB  
Article
Prospective Assessment of Cardiac Iron Deposition, Morphology, and Function by Magnetic Resonance Imaging in Non-Transfusion-Dependent and Neo-Transfusion-Dependent Thalassemia
by Antonella Meloni, Laura Pistoia, Filomena Longo, Anna Spasiano, Valerio Cecinati, Elisabetta Corigliano, Zelia Borsellino, Ilaria Fotzi, Vincenzo Positano, Michela Zerbini, Stefania Renne, Luigi Barbuto, Alberto Clemente and Paolo Ricchi
J. Clin. Med. 2025, 14(12), 4020; https://doi.org/10.3390/jcm14124020 - 6 Jun 2025
Viewed by 274
Abstract
Objectives: We compared changes in hepatic and cardiac iron levels, left ventricular (LV) and right ventricular (RV) dimensions and function, and bi-atrial areas, all assessed through magnetic resonance imaging (MRI), between patients with non-transfusion-dependent thalassemia (NTDT) and those with neo-transfusion-dependent thalassemia (neo-TDT) [...] Read more.
Objectives: We compared changes in hepatic and cardiac iron levels, left ventricular (LV) and right ventricular (RV) dimensions and function, and bi-atrial areas, all assessed through magnetic resonance imaging (MRI), between patients with non-transfusion-dependent thalassemia (NTDT) and those with neo-transfusion-dependent thalassemia (neo-TDT) over an 18-month follow-up period. Methods: We included 32 NTDT patients (42.78 ± 12.62 years, 53.1% females) and 58 neo-TDT (>4 transfusions per year) patients (44.08 ± 14.13 years, 46.6% females), consecutively enrolled in the Extension-Myocardial Iron Overload in Thalassemia project. Iron overload was quantified by T2* technique, biventricular function and atrial areas by cine images. Macroscopic myocardial fibrosis was detected by the late gadolinium enhancement technique. Results: Changes in cardiac and hepatic iron levels, in biventricular ejection fractions, in LV mass index, and bi-atrial areas were comparable between the two groups. A trend of worsening biventricular dimensions was observed in the NTDT group, while the neo-TDT group showed an improvement (decrease) in biventricular size (LV stroke volume index: p = 0.036; LV cardiac index: p = 0.031; RV end-diastolic volume index: p = 0.034; RV stroke volume index: p = 0.033). The inter-group comparison showed significant differences in the changes of biventricular end-diastolic volume indexes (LV: p = 0.011 and RV: p = 0.034) and stroke volume indexes (LV: p = 0.036 and RV: p = 0.033) and in the cardiac index (p < 0.0001). At both MRI scans, the frequency of replacement myocardial fibrosis was comparable between the two groups. Conclusions: Our 18-month longitudinal data revealed distinct patterns of cardiac remodeling in NTDT and neo-TDT patients. The progressive ventricular dilation observed in NTDT patients highlights the need for careful MRI monitoring and potential interventions to address the long-term cardiac consequences of anemia. Full article
(This article belongs to the Section Hematology)
8 pages, 186 KiB  
Article
Cardiac Involvement in Patients with MELAS-Related mtDNA 3243A>G Variant
by Aino-Maija Vuorinen, Lauri Lehmonen, Mari Auranen, Sini Weckström, Sari Kivistö, Miia Holmström and Tiina Heliö
Cardiogenetics 2025, 15(2), 16; https://doi.org/10.3390/cardiogenetics15020016 - 6 Jun 2025
Viewed by 147
Abstract
Mitochondrial myopathy, encephalopathy, lactic acidosis, and stroke-like episodes (MELAS) syndrome is a rare disease with variable clinical manifestations. MELAS is most often caused by the human mitochondrial DNA (mtDNA) m.3243A>G variant. We describe cardiac magnetic resonance (CMR) imaging findings and clinical features of [...] Read more.
Mitochondrial myopathy, encephalopathy, lactic acidosis, and stroke-like episodes (MELAS) syndrome is a rare disease with variable clinical manifestations. MELAS is most often caused by the human mitochondrial DNA (mtDNA) m.3243A>G variant. We describe cardiac magnetic resonance (CMR) imaging findings and clinical features of 22 subjects with the m.3243A>G mutation and endeavored to discover the role of CMR in MELAS cardiomyopathy diagnostics. The clinical symptoms, ECG findings, and laboratory tests were retrospectively collected from the electronic medical record. Ten subjects (46%) had cardiac symptoms, and eighteen subjects (82%) had some clinical symptoms or signs of MELAS. Seventeen subjects (77%) showed cardiac findings compatible with MELAS. An ECG showed a short PR interval in six subjects (27%). Two patients had a first-degree atrioventricular block. Repolarization changes in the ECG were observed in thirteen subjects (59%), whereas left ventricular hypertrophy voltage criteria were only observed in one subject. Patients with ECG abnormalities had a strong link between proBNP value and cardiac tissue composition (T1 relaxation, p < 0.02) and showed decreased CMR-based strain (p < 0.025). The CMR findings are heterogeneous in subjects with m.3243A>G. Cardiac MELAS may include left ventricular hypertrophy, which mimics sarcomericcardiomyopathy but maypredispose individuals to severe heart failure episodes triggered by acute critical situations. CMR may be used to clarify ECG findings. This study indicates that the genetic testing of MELAS should be considered in new cases of HCM or sudden heart failure phenotypes of unknown etiology. Full article
13 pages, 2770 KiB  
Article
Comparison of Myocardial Function in Young and Old Mice During Acute Myocardial Infarction: A Cardiac Magnetic Resonance Study
by Antonia Dalmer, Paul Wörner, Mathias Manzke, Ralf Gäbel, Tobias Lindner, Felix G. Meinel, Marc-André Weber, Robert David and Cajetan I. Lang
Diagnostics 2025, 15(12), 1447; https://doi.org/10.3390/diagnostics15121447 - 6 Jun 2025
Viewed by 217
Abstract
Background/Objectives: This study aimed to compare changes in functional and strain parameters in young and old mice using cardiac MRI before and shortly after myocardial infarction. Methods: In this prospective experimental study, 7 young mice and 10 old mice underwent a [...] Read more.
Background/Objectives: This study aimed to compare changes in functional and strain parameters in young and old mice using cardiac MRI before and shortly after myocardial infarction. Methods: In this prospective experimental study, 7 young mice and 10 old mice underwent a cardiac MRI 5 days before and 2 days after myocardial infarction by LAD ligation. Functional parameters such as EDV, ESV, EF, SV, and Strain were determined. Results: EDV in the young mice before LAD ligation was significantly lower than in the old mice (p-value 0.002). EDV significantly increased after infarction in both groups. ESV was significantly lower in young mice before infarction than in old mice (9.7 ± 2.6 vs. 13.8 ± 3.9 [µL], p = 0.029). After infarction, the mean value was still lower but no longer significant. There was no significant difference between young and old mice either before or after infarction for the EF. But again, the decrease was significant for both groups (old: p < 0.0001 and young: p = 0.0009). Each global strain showed deterioration after infarction. This difference was significant in both subgroups for young mice and old mice for each strain. There were no differences either before or after infarction between the young and old mice. Conclusions: There were differences in functional parameters between young and old mice in EDV, SV, and CO. Changes in strain parameters in the acute phase post-myocardial infarction did not differ significantly between young and old mice, while there was a clear deterioration in strain parameters after infarction in both groups. Full article
(This article belongs to the Special Issue New Trends in Cardiovascular Imaging)
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13 pages, 851 KiB  
Article
Antiplatelet Treatment Strategy in MINOCA Patients: Predictors of Decision Making in Clinical Practice and Prognostic Implications
by Emmanouil Mantzouranis, Ioannis Leontsinis, Panayotis K. Vlachakis, Constantinos Mihas, Panagiotis Iliakis, Eirini Dri, Athanasios Sakalidis, Stergios Soulaidopoulos, Christos Fragoulis, Anastasios Milkas, Eleftherios Tsiamis, Dimitrios Tsiachris, Kyriakos Dimitriadis and Konstantinos Tsioufis
J. Clin. Med. 2025, 14(11), 3984; https://doi.org/10.3390/jcm14113984 - 5 Jun 2025
Viewed by 196
Abstract
Background/Objectives: Large clinical trials have established the optimal antiplatelet strategy in the wide spectrum of coronary artery disease. However, data are scarce regarding MINOCA and the aim of our study is to present data from the current clinical practice. Methods: A total [...] Read more.
Background/Objectives: Large clinical trials have established the optimal antiplatelet strategy in the wide spectrum of coronary artery disease. However, data are scarce regarding MINOCA and the aim of our study is to present data from the current clinical practice. Methods: A total of 151 patients were included in this study after exclusion of 27 patients with myocarditis and other diagnoses. A cardiac magnetic resonance (CMR) performed at 123/151 patients demonstrated an ischemic pattern of late gadolinium enhancement (LGE) confirming the diagnosis of true acute myocardial infarction (AMI) in 42 cases (28%). Based on multimodality imaging and clinical judgement, Takotsubo syndrome (TTS) was diagnosed in 55 patients (36%), whereas CMR failed to reveal abnormal findings in 54 cases (36%), categorized as MINOCA of unknown origin. Results: Regarding antithrombotic prescriptions at discharge, 38% of patients received dual antiplatelet (DAPT) or dual antithrombotic therapy (DAT, 1 antiplatelet plus 1 anticoagulant), 49.7% received single antiplatelet (SAPT) or anticoagulant, and 12% received no antithrombotic treatment. Univariate analysis showed that the likelihood of prescribing DAPT or DAT was associated with left ventricular ejection fraction (LVEF) (r = 0.202, p = 0.013), atherosclerotic lesions on coronary angiography (r = 0.303, p < 0.001), prior use of anticoagulants (r = −0.258, p = 0.001), and marginally with the INTERTAK score (r = −0.198, p = 0.044). A multivariable model, adjusted for age, LVEF, ECG abnormalities, and history of anticoagulant use, confirmed the independent association between angiographic evidence of atherosclerosis and the decision for DAPT/DAT (OR: 0.334, 95% CI: 0.307–0.813, p < 0.001). However, the initial treatment decision did not seem to impact 2-year prognosis in our population. Conclusions: Our study results reveal that decision making in the antithrombotic strategy for MINOCA patients poses a challenge in clinical practice. More robust data are required for definite conclusions on the prognostic implications. Full article
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17 pages, 956 KiB  
Review
Gender-Specific Differences in Diastolic Dysfunction and HFpEF: Pathophysiology, Diagnosis, and Therapeutic Strategies
by Francesca Coppi, Gianluca Pagnoni, Francesca Grossule, Ashraf Nassar, Arianna Maini, Giuseppe Masaracchia, Francesco Sbarra, Elisa Battigaglia, Enrico Maggio, Daniela Aschieri, Federica Moscucci, Marcello Pinti, Anna Vittoria Mattioli, Francesco Fedele and Susanna Sciomer
J. Cardiovasc. Dev. Dis. 2025, 12(6), 213; https://doi.org/10.3390/jcdd12060213 - 5 Jun 2025
Viewed by 282
Abstract
: Heart failure with preserved ejection fraction (HFpEF) accounts for approximately 50% of heart failure cases and is primarily characterized by impaired diastolic function, leading to increased ventricular filling pressures and symptoms like dyspnea and reduced exercise tolerance. Significant gender-specific differences are observed, [...] Read more.
: Heart failure with preserved ejection fraction (HFpEF) accounts for approximately 50% of heart failure cases and is primarily characterized by impaired diastolic function, leading to increased ventricular filling pressures and symptoms like dyspnea and reduced exercise tolerance. Significant gender-specific differences are observed, with women, particularly post-menopausal, experiencing higher prevalence and distinct clinical profiles compared to men. Diastolic dysfunction in HFpEF involves altered cellular mechanisms such as reduced SERCA2a expression, impacting calcium handling and myocardial relaxation. Diagnostic strategies mainly employ echocardiography, including Doppler imaging, tissue Doppler imaging, and strain imaging, to assess ventricular relaxation and stiffness. However, early identification remains challenging, necessitating advanced tools like cardiac magnetic resonance and exercise stress testing for accurate diagnosis, especially in women who often present with subtle symptoms. Treatment options for HFpEF have traditionally been limited, but recent trials, notably EMPEROR-PRESERVED and DELIVER, demonstrated significant cardiovascular benefits using sodium–glucose cotransporter-2 (SGLT2) inhibitors. Additionally, glucagon-like peptide-1 receptor agonists (GLP-1 RAs) have shown promising results, particularly in obese patients. Despite these advances, gender differences in therapeutic response necessitate further research for personalized management strategies. Understanding sex-specific pathophysiological mechanisms and optimizing diagnostic criteria remain essential to improving prognosis and quality of life in HFpEF patients. Full article
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14 pages, 5492 KiB  
Article
Comparison of Imaging Modalities for Left Ventricular Noncompaction Morphology
by Márton Horváth, Dorottya Kiss, István Márkusz, Márton Tokodi, Anna Réka Kiss, Zsófia Gregor, Kinga Grebur, Kristóf Farkas-Sütő, Balázs Mester, Flóra Gyulánczi, Attila Kovács, Béla Merkely, Hajnalka Vágó and Andrea Szűcs
J. Imaging 2025, 11(6), 185; https://doi.org/10.3390/jimaging11060185 - 4 Jun 2025
Viewed by 219
Abstract
Left ventricular noncompaction (LVNC) is characterized by excessive trabeculation, which may impair left ventricular function over time. While cardiac magnetic resonance imaging (CMR) is considered the gold standard for evaluating LV morphology, the optimal modality for follow-up remains uncertain. This study aimed to [...] Read more.
Left ventricular noncompaction (LVNC) is characterized by excessive trabeculation, which may impair left ventricular function over time. While cardiac magnetic resonance imaging (CMR) is considered the gold standard for evaluating LV morphology, the optimal modality for follow-up remains uncertain. This study aimed to assess the correlation and agreement among two-dimensional transthoracic echocardiography (2D_TTE), three-dimensional transthoracic echocardiography (3D_TTE), and CMR by comparing volumetric and strain parameters in LVNC patients and healthy individuals. Thirty-eight LVNC subjects with preserved ejection fraction and thirty-four healthy controls underwent all three imaging modalities. Indexed end-diastolic, end-systolic, and stroke volumes, ejection fraction, and global longitudinal and circumferential strains were evaluated using Pearson correlation and Bland–Altman analysis. In the healthy group, volumetric parameters showed strong correlation and good agreement across modalities, particularly between 3D_TTE and CMR. In contrast, agreement in the LVNC group was moderate, with lower correlation and higher percentage errors, especially for strain parameters. Functional data exhibited weak or no correlation, regardless of group. These findings suggest that while echocardiography may be suitable for volumetric follow-up in LVNC after baseline CMR, deformation parameters are not interchangeable between modalities, likely due to trabecular interference. Further studies are warranted to validate modality-specific strain assessment in hypertrabeculated hearts. Full article
(This article belongs to the Section Medical Imaging)
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16 pages, 1085 KiB  
Systematic Review
Explainable Artificial Intelligence in Radiological Cardiovascular Imaging—A Systematic Review
by Matteo Haupt, Martin H. Maurer and Rohit Philip Thomas
Diagnostics 2025, 15(11), 1399; https://doi.org/10.3390/diagnostics15111399 - 31 May 2025
Viewed by 463
Abstract
Background: Artificial intelligence (AI) and deep learning are increasingly applied in cardiovascular imaging. However, the “black box” nature of these models raises challenges for clinical trust and integration. Explainable Artificial Intelligence (XAI) seeks to address these concerns by providing insights into model decision-making. [...] Read more.
Background: Artificial intelligence (AI) and deep learning are increasingly applied in cardiovascular imaging. However, the “black box” nature of these models raises challenges for clinical trust and integration. Explainable Artificial Intelligence (XAI) seeks to address these concerns by providing insights into model decision-making. This systematic review synthesizes current research on the use of XAI methods in radiological cardiovascular imaging. Methods: A systematic literature search was conducted in PubMed, Scopus, and Web of Science to identify peer-reviewed original research articles published between January 2015 and March 2025. Studies were included if they applied XAI techniques—such as Gradient-Weighted Class Activation Mapping (Grad-CAM), Shapley Additive Explanations (SHAPs), Local Interpretable Model-Agnostic Explanations (LIMEs), or saliency maps—to cardiovascular imaging modalities, including cardiac computed tomography (CT), magnetic resonance imaging (MRI), echocardiography and other ultrasound examinations, and chest X-ray (CXR). Studies focusing on nuclear medicine, structured/tabular data without imaging, or lacking concrete explainability features were excluded. Screening and data extraction followed PRISMA guidelines. Results: A total of 28 studies met the inclusion criteria. Ultrasound examinations (n = 9) and CT (n = 9) were the most common imaging modalities, followed by MRI (n = 6) and chest X-rays (n = 4). Clinical applications included disease classification (e.g., coronary artery disease and valvular heart disease) and the detection of myocardial or congenital abnormalities. Grad-CAM was the most frequently employed XAI method, followed by SHAP. Most studies used saliency-based techniques to generate visual explanations of model predictions. Conclusions: XAI holds considerable promise for improving the transparency and clinical acceptance of deep learning models in cardiovascular imaging. However, the evaluation of XAI methods remains largely qualitative, and standardization is lacking. Future research should focus on the robust, quantitative assessment of explainability, prospective clinical validation, and the development of more advanced XAI techniques beyond saliency-based methods. Strengthening the interpretability of AI models will be crucial to ensuring their safe, ethical, and effective integration into cardiovascular care. Full article
(This article belongs to the Special Issue Latest Advances and Prospects in Cardiovascular Imaging)
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