Nardi Tetaj, Giulia Capecchi, Dorotea Rubino, Giulia Valeria Stazi, Emiliano Cingolani, Antonio Lesci, Andrea Segreti, Francesco Grigioni, Maria Grazia Bocci
Cardiogenic pulmonary edema (CPE) is a life-threatening manifestation of acute heart failure characterized by rapid accumulation of fluid in the interstitial and alveolar spaces, leading to severe dyspnea, hypoxemia, and respiratory failure. The condition arises from elevated left-sided filling pressures that increase pulmonary capillary hydrostatic pressure, disrupt alveolo-capillary barrier integrity, and impair gas exchange. Neurohormonal activation further perpetuates congestion and increases myocardial workload, creating a vicious cycle of hemodynamic overload and respiratory compromise. Respiratory support is a cornerstone of management in CPE, aimed at stabilizing oxygenation, reducing the work of breathing, and facilitating ventricular unloading while definitive therapies, such as diuretics, vasodilators, inotropes, or mechanical circulatory support (MCS), address the underlying cause. Among available modalities, non-invasive ventilation (NIV) with continuous positive airway pressure (CPAP) or bilevel positive airway pressure (BiPAP) has the strongest evidence base in moderate-to-severe CPE, consistently reducing the need for intubation and providing rapid relief of dyspnea. High-flow nasal cannula (HFNC) represents an emerging alternative in patients with moderate hypoxemia or intolerance to mask ventilation, and should be considered an adjunctive option in selected patients with less severe disease or NIV intolerance, although its efficacy in severe presentations remains uncertain. Invasive mechanical ventilation is reserved for refractory cases, while extracorporeal membrane oxygenation (ECMO) and other advanced circulatory support modalities may be necessary in cardiogenic shock. Integration of respiratory strategies with hemodynamic optimization is essential, as positive pressure ventilation favorably modulates preload and afterload, synergizing with pharmacological unloading. Future directions include personalization of ventilatory strategies using advanced monitoring, novel interfaces to improve tolerability, and earlier integration of MCS. In summary, respiratory support in CPE is both a bridge and a decisive therapeutic intervention, interrupting the cycle of hypoxemia and hemodynamic deterioration. A multidisciplinary, individualized approach remains central to improving outcomes in this high-risk population.
{"title":"Respiratory Support in Cardiogenic Pulmonary Edema: Clinical Insights from Cardiology and Intensive Care.","authors":"Nardi Tetaj, Giulia Capecchi, Dorotea Rubino, Giulia Valeria Stazi, Emiliano Cingolani, Antonio Lesci, Andrea Segreti, Francesco Grigioni, Maria Grazia Bocci","doi":"10.3390/jcdd13010054","DOIUrl":"10.3390/jcdd13010054","url":null,"abstract":"<p><p>Cardiogenic pulmonary edema (CPE) is a life-threatening manifestation of acute heart failure characterized by rapid accumulation of fluid in the interstitial and alveolar spaces, leading to severe dyspnea, hypoxemia, and respiratory failure. The condition arises from elevated left-sided filling pressures that increase pulmonary capillary hydrostatic pressure, disrupt alveolo-capillary barrier integrity, and impair gas exchange. Neurohormonal activation further perpetuates congestion and increases myocardial workload, creating a vicious cycle of hemodynamic overload and respiratory compromise. Respiratory support is a cornerstone of management in CPE, aimed at stabilizing oxygenation, reducing the work of breathing, and facilitating ventricular unloading while definitive therapies, such as diuretics, vasodilators, inotropes, or mechanical circulatory support (MCS), address the underlying cause. Among available modalities, non-invasive ventilation (NIV) with continuous positive airway pressure (CPAP) or bilevel positive airway pressure (BiPAP) has the strongest evidence base in moderate-to-severe CPE, consistently reducing the need for intubation and providing rapid relief of dyspnea. High-flow nasal cannula (HFNC) represents an emerging alternative in patients with moderate hypoxemia or intolerance to mask ventilation, and should be considered an adjunctive option in selected patients with less severe disease or NIV intolerance, although its efficacy in severe presentations remains uncertain. Invasive mechanical ventilation is reserved for refractory cases, while extracorporeal membrane oxygenation (ECMO) and other advanced circulatory support modalities may be necessary in cardiogenic shock. Integration of respiratory strategies with hemodynamic optimization is essential, as positive pressure ventilation favorably modulates preload and afterload, synergizing with pharmacological unloading. Future directions include personalization of ventilatory strategies using advanced monitoring, novel interfaces to improve tolerability, and earlier integration of MCS. In summary, respiratory support in CPE is both a bridge and a decisive therapeutic intervention, interrupting the cycle of hypoxemia and hemodynamic deterioration. A multidisciplinary, individualized approach remains central to improving outcomes in this high-risk population.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12842350/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Clarissa Campo Dall'Orto, Rubens Pierry Ferreira Lopes, Gilvan Vilella Pinto, Pedro Gabriel Senger Braga, Marcos Raphael da Silva
Understanding thrombosis in acute coronary syndromes (ACSs) has evolved through advances in biomarkers, intracoronary imaging, and emerging analytical tools, improving diagnostic accuracy and risk stratification in high-risk patients. This narrative review provides an integrative overview of contemporary evidence from clinical trials, meta-analyses, and international guidelines addressing circulating biomarkers, intracoronary imaging modalities-including optical coherence tomography (OCT), intravascular ultrasound (IVUS), and near-infrared spectroscopy (NIRS)-artificial intelligence-based analytical approaches, and emerging antithrombotic therapies. High-sensitivity cardiac troponins and natriuretic peptides remain the most robust and guideline-supported biomarkers for diagnosis and prognostic assessment in ACS, whereas inflammatory markers and multimarker strategies offer incremental prognostic information but lack definitive validation for routine therapeutic guidance. Intracoronary imaging with IVUS or OCT is supported by current guidelines to guide percutaneous coronary intervention in selected patients with ACS and complex coronary lesions, leading to improved procedural optimization and clinical outcomes compared with angiography-guided strategies. Beyond procedural guidance, OCT enables detailed plaque characterization and mechanistic insights into ACS, while NIRS provides complementary information on lipid-rich plaque burden, primarily for risk stratification based on observational evidence. Artificial intelligence represents a rapidly evolving tool for integrating clinical, laboratory, and imaging data, with promising results in retrospective and observational studies; however, its clinical application in thrombosis management remains investigational due to the lack of outcome-driven randomized trials. In the therapeutic domain, factor XI inhibitors have demonstrated favorable safety profiles with reduced bleeding and preserved antithrombotic efficacy in phase II and early phase III studies, but their definitive role in ACS management awaits confirmation in large, outcome-driven randomized trials. Overall, the integration of biomarkers, intracoronary imaging, and emerging analytical and pharmacological strategies highlights the potential for more individualized cardiovascular care. Nevertheless, careful interpretation of existing evidence, rigorous validation, and alignment with guideline-directed practice remain essential before widespread clinical adoption.
{"title":"Advances in the Diagnosis and Management of High-Risk Cardiovascular Conditions: Biomarkers, Intracoronary Imaging, Artificial Intelligence, and Novel Anticoagulants.","authors":"Clarissa Campo Dall'Orto, Rubens Pierry Ferreira Lopes, Gilvan Vilella Pinto, Pedro Gabriel Senger Braga, Marcos Raphael da Silva","doi":"10.3390/jcdd13010052","DOIUrl":"10.3390/jcdd13010052","url":null,"abstract":"<p><p>Understanding thrombosis in acute coronary syndromes (ACSs) has evolved through advances in biomarkers, intracoronary imaging, and emerging analytical tools, improving diagnostic accuracy and risk stratification in high-risk patients. This narrative review provides an integrative overview of contemporary evidence from clinical trials, meta-analyses, and international guidelines addressing circulating biomarkers, intracoronary imaging modalities-including optical coherence tomography (OCT), intravascular ultrasound (IVUS), and near-infrared spectroscopy (NIRS)-artificial intelligence-based analytical approaches, and emerging antithrombotic therapies. High-sensitivity cardiac troponins and natriuretic peptides remain the most robust and guideline-supported biomarkers for diagnosis and prognostic assessment in ACS, whereas inflammatory markers and multimarker strategies offer incremental prognostic information but lack definitive validation for routine therapeutic guidance. Intracoronary imaging with IVUS or OCT is supported by current guidelines to guide percutaneous coronary intervention in selected patients with ACS and complex coronary lesions, leading to improved procedural optimization and clinical outcomes compared with angiography-guided strategies. Beyond procedural guidance, OCT enables detailed plaque characterization and mechanistic insights into ACS, while NIRS provides complementary information on lipid-rich plaque burden, primarily for risk stratification based on observational evidence. Artificial intelligence represents a rapidly evolving tool for integrating clinical, laboratory, and imaging data, with promising results in retrospective and observational studies; however, its clinical application in thrombosis management remains investigational due to the lack of outcome-driven randomized trials. In the therapeutic domain, factor XI inhibitors have demonstrated favorable safety profiles with reduced bleeding and preserved antithrombotic efficacy in phase II and early phase III studies, but their definitive role in ACS management awaits confirmation in large, outcome-driven randomized trials. Overall, the integration of biomarkers, intracoronary imaging, and emerging analytical and pharmacological strategies highlights the potential for more individualized cardiovascular care. Nevertheless, careful interpretation of existing evidence, rigorous validation, and alignment with guideline-directed practice remain essential before widespread clinical adoption.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12841799/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Stanisław Wawrzyniak, Ewa Wołoszyn-Horák, Julia Cieśla, Marcin Schulz, Michał Krawiec, Michał Janik, Paweł Wojciechowski, Iga Dajnowska, Dominika Szablewska, Jakub Bartoszek, Joanna Katarzyna Strzelczyk, Michal M Masternak, Andrzej Tomasik
Background: There exists some inconsistent evidence on the relationship between altered cardiac morphology, its function, and frailty. Therefore, this study aimed to assess the associations among frailty, lean body mass, central arterial stiffness, and cardiac structure and geometry in older people with a normal ejection fraction. Methods: A total of 205 patients >65 years were enrolled into this ancillary analysis of the FRAPICA study and were assessed for frailty with the Fried phenotype scale. Left ventricular dimensions and geometry were assessed with two-dimensional echocardiography. Fat-free mass was measured using three-site skinfold method. Parametric and non-parametric statistics and analysis of covariance were used for statistical calculations. Results: Frail patients were older and women comprised the majority of the frail group. Frail men and women had comparable weight, height, fat-free mass, blood pressure, central blood pressure, and carotid-femoral pulse wave velocity to their non-frail counterparts. There was a linear correlation between the sum of frailty criteria and left ventricular end-diastolic diameter (Spearman R = -0.17; p < 0.05) and relative wall thickness (Spearman R = 0.23; p < 0.05). In the analysis of covariance, frailty and gender were independently associated with left ventricular mass (gender: β of -0.37 and 95% CI of -0.50--0.24 at p < 0.001), the left ventricular mass index (gender: β of -0.23 and 95% CI of -0.37--0.09 at p < 0.001), and relative wall thickness (frailty: β of -0.15 and 95% CI of -0.29--0.01 at p < 0.05; gender: β of 0.23 and 95% CI of 0.09-0.36 at p < 0.01). Frailty was associated with a shift in heart remodeling toward concentric remodeling/hypertrophy. Conclusions: Frailty is independently associated with thickening of the left ventricular walls and a diminished left ventricular end-diastolic diameter, which are features of concentric remodeling or hypertrophy. This association appears to be more pronounced in women. Such adverse cardiac remodeling may represent another phenotypic feature linked to frailty according to the phenotype frailty criteria.
背景:关于心脏形态改变、功能改变和虚弱之间的关系,存在一些不一致的证据。因此,本研究旨在评估射血分数正常的老年人的虚弱、瘦体重、中央动脉硬度、心脏结构和几何形状之间的关系。方法:共有205名年龄在65岁至65岁之间的患者被纳入这项FRAPICA研究的辅助分析,并使用Fried表型量表评估脆弱性。用二维超声心动图评估左心室尺寸和几何形状。采用三点皮褶法测定无脂质量。统计计算采用参数统计和非参数统计及协方差分析。结果:体弱多病患者年龄偏大,以女性居多。体弱的男性和女性的体重、身高、无脂肪量、血压、中心血压和颈-股脉波速度与非体弱的男性和女性相当。衰弱标准与左室舒张末期内径(Spearman R = -0.17; p < 0.05)和相对壁厚(Spearman R = 0.23; p < 0.05)的总和呈线性相关。在协方差分析中,脆弱性和性别与左心室质量(性别:β为-0.37,95% CI为-0.50- 0.24,p < 0.001)、左心室质量指数(性别:β为-0.23,95% CI为-0.37- 0.09,p < 0.001)和相对壁厚(脆弱性:β为-0.15,95% CI为-0.29- 0.01,p < 0.05;性别:β为0.23,95% CI为0.09-0.36,p < 0.01)独立相关。虚弱与心脏重构向同心重构/肥大的转变有关。结论:虚弱与左室壁增厚和左室舒张末期直径减小独立相关,这是同心重构或肥厚的特征。这种关联在女性身上表现得更为明显。根据表型脆弱标准,这种不良的心脏重塑可能代表另一种与脆弱相关的表型特征。
{"title":"The Impact of Frailty on Left Ventricle Mass and Geometry in Elderly Patients with Normal Ejection Fraction: A STROBE-Compliant Cross-Sectional Study.","authors":"Stanisław Wawrzyniak, Ewa Wołoszyn-Horák, Julia Cieśla, Marcin Schulz, Michał Krawiec, Michał Janik, Paweł Wojciechowski, Iga Dajnowska, Dominika Szablewska, Jakub Bartoszek, Joanna Katarzyna Strzelczyk, Michal M Masternak, Andrzej Tomasik","doi":"10.3390/jcdd13010050","DOIUrl":"10.3390/jcdd13010050","url":null,"abstract":"<p><p><b>Background:</b> There exists some inconsistent evidence on the relationship between altered cardiac morphology, its function, and frailty. Therefore, this study aimed to assess the associations among frailty, lean body mass, central arterial stiffness, and cardiac structure and geometry in older people with a normal ejection fraction. <b>Methods:</b> A total of 205 patients >65 years were enrolled into this ancillary analysis of the FRAPICA study and were assessed for frailty with the Fried phenotype scale. Left ventricular dimensions and geometry were assessed with two-dimensional echocardiography. Fat-free mass was measured using three-site skinfold method. Parametric and non-parametric statistics and analysis of covariance were used for statistical calculations. <b>Results:</b> Frail patients were older and women comprised the majority of the frail group. Frail men and women had comparable weight, height, fat-free mass, blood pressure, central blood pressure, and carotid-femoral pulse wave velocity to their non-frail counterparts. There was a linear correlation between the sum of frailty criteria and left ventricular end-diastolic diameter (Spearman R = -0.17; <i>p</i> < 0.05) and relative wall thickness (Spearman R = 0.23; <i>p</i> < 0.05). In the analysis of covariance, frailty and gender were independently associated with left ventricular mass (gender: β of -0.37 and 95% CI of -0.50--0.24 at <i>p</i> < 0.001), the left ventricular mass index (gender: β of -0.23 and 95% CI of -0.37--0.09 at <i>p</i> < 0.001), and relative wall thickness (frailty: β of -0.15 and 95% CI of -0.29--0.01 at <i>p</i> < 0.05; gender: β of 0.23 and 95% CI of 0.09-0.36 at <i>p</i> < 0.01). Frailty was associated with a shift in heart remodeling toward concentric remodeling/hypertrophy. <b>Conclusions:</b> Frailty is independently associated with thickening of the left ventricular walls and a diminished left ventricular end-diastolic diameter, which are features of concentric remodeling or hypertrophy. This association appears to be more pronounced in women. Such adverse cardiac remodeling may represent another phenotypic feature linked to frailty according to the phenotype frailty criteria.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12842445/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ersin Doganozu, Pinar Demir Gundogmus, Emrah Aksakal
Objectives: Non-ST-segment elevation myocardial infarction (NSTEMI) in the elderly is frequently complicated by multiple comorbidities, which influence clinical outcomes. However, the prognostic significance of atrial fibrillation (AF) in this context remains uncertain. This study aimed to evaluate the impact of AF on short- and long-term mortality in elderly patients (≥65 years) with NSTEMI.
Methods: This cross-sectional observational study included 474 NSTEMI patients aged 65 years and older. Participants were stratified into four groups based on age (65-74 vs. ≥75 years) and the presence or absence of AF. One-month and one-year all-cause mortality were assessed as the primary and secondary endpoints, respectively.
Results: AF was detected in 23 (11.6%) of 199 patients aged 65-74 and in 80 (29.1%) of 275 patients aged ≥75. While one-month mortality did not differ significantly among the four groups (p = 0.514), one-year mortality showed a statistically significant difference (p < 0.001). Univariate analysis revealed that AF was not predictive of one-month mortality. In multivariate Cox regression analysis, AF, reduced creatinine clearance, and left ventricular ejection fraction <50% were identified as independent predictors of one-year mortality.
Conclusion: AF is not associated with short-term mortality in elderly NSTEMI patients; however, it serves as an independent predictor of one-year mortality. These findings highlight the importance of long-term rhythm monitoring and management in this high-risk population.
{"title":"Age-Stratified Mortality Impact of Atrial Fibrillation in Elderly NSTEMI Patients.","authors":"Ersin Doganozu, Pinar Demir Gundogmus, Emrah Aksakal","doi":"10.3390/jcdd13010051","DOIUrl":"10.3390/jcdd13010051","url":null,"abstract":"<p><strong>Objectives: </strong>Non-ST-segment elevation myocardial infarction (NSTEMI) in the elderly is frequently complicated by multiple comorbidities, which influence clinical outcomes. However, the prognostic significance of atrial fibrillation (AF) in this context remains uncertain. This study aimed to evaluate the impact of AF on short- and long-term mortality in elderly patients (≥65 years) with NSTEMI.</p><p><strong>Methods: </strong>This cross-sectional observational study included 474 NSTEMI patients aged 65 years and older. Participants were stratified into four groups based on age (65-74 vs. ≥75 years) and the presence or absence of AF. One-month and one-year all-cause mortality were assessed as the primary and secondary endpoints, respectively.</p><p><strong>Results: </strong>AF was detected in 23 (11.6%) of 199 patients aged 65-74 and in 80 (29.1%) of 275 patients aged ≥75. While one-month mortality did not differ significantly among the four groups (<i>p</i> = 0.514), one-year mortality showed a statistically significant difference (<i>p</i> < 0.001). Univariate analysis revealed that AF was not predictive of one-month mortality. In multivariate Cox regression analysis, AF, reduced creatinine clearance, and left ventricular ejection fraction <50% were identified as independent predictors of one-year mortality.</p><p><strong>Conclusion: </strong>AF is not associated with short-term mortality in elderly NSTEMI patients; however, it serves as an independent predictor of one-year mortality. These findings highlight the importance of long-term rhythm monitoring and management in this high-risk population.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12842048/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Francesca Noce, Giulio Accarino, Domenico Angiletta, Luca Del Guercio, Sergio Zacà, Mafalda Massara, Pietro Volpe, Antonio Peluso, Loris Flora, Raffaele Serra, Umberto Marcello Bracale
<p><p><b>Background</b>: Intentional occlusion of the internal iliac artery (IIA) during endovascular repair of aorto-iliac aneurysms may predispose patients to pelvic ischemic complications such as gluteal claudication, erectile dysfunction, and bowel ischemia. Iliac branch devices (IBDs) have been developed to preserve hypogastric perfusion. E-Liac (Artivion/Jotec) is one of the latest modular IBDs yet reports on mid-term performance are limited to small single-center cohorts with short follow-up. The CAMpania PugliA bRanch IliaC (CAMPARI) study is a multicenter investigation of E-Liac outcomes. <b>Methods</b>: A retrospective observational cohort study was conducted across five Italian vascular centers. All consecutive patients undergoing E-Liac implantation for aorto-iliac or isolated iliac aneurysms between January 2015 and December 2024 were identified from prospectively maintained registries. Inclusion criteria comprised elective or urgent endovascular repair of aorto-iliac aneurysms in which an adequate distal sealing zone was not available without covering the IIA and suitability for the E-Liac device according to its instructions for use (IFU). Patients with a life expectancy < 1 year or hostile anatomy incompatible with the IFU were excluded. The primary end point was freedom from branch instability (occlusion/stenosis, kinking, or detachment of the bridging stent). Secondary end points included freedom from any endoleak, freedom from device-related reintervention, freedom from gluteal claudication, aneurysm-related and all-cause mortality, acute renal failure, and sac regression > 5 mm. <b>Results</b>: A total of 69 consecutive patients (68 male, 1 female, median age 72.0 years) received 74 E-Liac devices, including 5 bilateral implantations. The mean infrarenal aortic diameter was 45 mm and the mean CIA diameter 34 mm; 14 patients (20.0%) had a concomitant IIA aneurysm (>20 mm). Concomitant fenestrated or branched aortic repair was performed in 23% of procedures. Two patients received a standalone IBD without implantation of a proximal aortic endograft. Technical success was achieved in 71/74 cases (96.0%); three failures occurred due to inability to catheterize the IIA. Distal landing was in the main IIA trunk in 58 cases and in the posterior branch in 13 cases. Over a median follow-up of 18 (6; 36) months, there were four branch instability events (5.4%): three occlusions and one bridging stent detachment. Seven patients (9.5%) developed endoleaks (one type Ib, two type II, two type IIIa, and two type IIIc). Five patients (6.8%) required reintervention, and five (6.8%) reported gluteal claudication. There were seven all-cause deaths (10%), none within 30 days or related to aneurysm rupture; causes included COVID-19 pneumonia, acute coronary syndrome, melanoma, gastric cancer, and stroke. No acute renal or respiratory failure occurred. Kaplan-Meier analysis showed 92% (95% CI 77-100) freedom from branch instability in the main-trunk
背景:在主动脉-髂动脉瘤血管内修复过程中,故意阻断髂内动脉(IIA)可能使患者易发生盆腔缺血性并发症,如臀跛行、勃起功能障碍和肠缺血。髂分支装置(ibd)已被开发用于保存胃下灌注。E-Liac (Artivion/Jotec)是最新的模块化ibd之一,但关于中期疗效的报告仅限于短随访的小单中心队列。CAMPARI(坎帕尼亚-普利亚分支IliaC)研究是一项针对E-Liac结果的多中心研究。方法:在意大利五个血管中心进行回顾性观察队列研究。2015年1月至2024年12月期间,所有连续接受E-Liac植入治疗主动脉-髂动脉瘤或孤立性髂动脉瘤的患者均从前瞻性维护的注册表中确定。纳入标准包括选择性或紧急血管内修复主动脉-髂动脉瘤,如果没有覆盖IIA,则无法获得足够的远端密封区,并且根据其使用说明书(IFU)适合使用E-Liac装置。排除预期寿命< 1年或解剖结构与IFU不相容的患者。主要终点是分支不稳定(闭塞/狭窄、扭结或搭桥支架脱离)的自由。次要终点包括无任何内漏,无器械相关的再干预,无臀跛行,动脉瘤相关和全因死亡率,急性肾功能衰竭,囊腔后退0.5 mm。结果:共69例患者(男68例,女1例,中位年龄72.0岁)接受了74个E-Liac装置,其中5个为双侧植入。平均肾下主动脉直径45 mm,平均中央动脉直径34 mm;14例(20.0%)并发IIA动脉瘤(bbb20 mm)。同时进行开窗或分支主动脉修复的比例为23%。两名患者接受了独立IBD,未植入近端主动脉瓣内移植物。技术成功率71/74例(96.0%);3例因无法置管IIA而失败。远端着落在IIA主干58例,后支13例。在18(6;36)个月的中位随访中,发生了4例分支不稳定事件(5.4%):3例闭塞和1例桥式支架脱离。7例(9.5%)发生内漏(1例Ib型、2例II型、2例IIIa型和2例IIIc型)。5例(6.8%)患者需要再干预,5例(6.8%)报告臀肌跛行。有7例全因死亡(10%),没有一例在30天内死亡或与动脉瘤破裂有关;病因包括COVID-19肺炎、急性冠状动脉综合征、黑色素瘤、胃癌和中风。无急性肾脏或呼吸衰竭发生。Kaplan-Meier分析显示,主干线组92% (95% CI 77-100)无分支不稳定性,后支组89%(60-100)无分支不稳定性(log-rank p = 0.69)。48个月时无任何内漏率为87% (95% CI 75-95),无再干预率为93% (95% CI 83-98)。结论:在这个多中心队列中,E-Liac分支内移植物显示出很高的技术成功率和良好的早期中期预后。使用E-Liac保存胃下灌注与分支不稳定、内漏和再干预的低发生率相关,无30天死亡率或动脉瘤相关死亡。这些发现支持E-Liac治疗主动脉-髂动脉瘤的安全性和有效性,尽管需要更大的前瞻性研究和更长的随访时间。
{"title":"Mid-Term Results of the Multicenter CAMPARI Registry Using the E-Liac Iliac Branch Device for Aorto-Iliac Aneurysms.","authors":"Francesca Noce, Giulio Accarino, Domenico Angiletta, Luca Del Guercio, Sergio Zacà, Mafalda Massara, Pietro Volpe, Antonio Peluso, Loris Flora, Raffaele Serra, Umberto Marcello Bracale","doi":"10.3390/jcdd13010048","DOIUrl":"10.3390/jcdd13010048","url":null,"abstract":"<p><p><b>Background</b>: Intentional occlusion of the internal iliac artery (IIA) during endovascular repair of aorto-iliac aneurysms may predispose patients to pelvic ischemic complications such as gluteal claudication, erectile dysfunction, and bowel ischemia. Iliac branch devices (IBDs) have been developed to preserve hypogastric perfusion. E-Liac (Artivion/Jotec) is one of the latest modular IBDs yet reports on mid-term performance are limited to small single-center cohorts with short follow-up. The CAMpania PugliA bRanch IliaC (CAMPARI) study is a multicenter investigation of E-Liac outcomes. <b>Methods</b>: A retrospective observational cohort study was conducted across five Italian vascular centers. All consecutive patients undergoing E-Liac implantation for aorto-iliac or isolated iliac aneurysms between January 2015 and December 2024 were identified from prospectively maintained registries. Inclusion criteria comprised elective or urgent endovascular repair of aorto-iliac aneurysms in which an adequate distal sealing zone was not available without covering the IIA and suitability for the E-Liac device according to its instructions for use (IFU). Patients with a life expectancy < 1 year or hostile anatomy incompatible with the IFU were excluded. The primary end point was freedom from branch instability (occlusion/stenosis, kinking, or detachment of the bridging stent). Secondary end points included freedom from any endoleak, freedom from device-related reintervention, freedom from gluteal claudication, aneurysm-related and all-cause mortality, acute renal failure, and sac regression > 5 mm. <b>Results</b>: A total of 69 consecutive patients (68 male, 1 female, median age 72.0 years) received 74 E-Liac devices, including 5 bilateral implantations. The mean infrarenal aortic diameter was 45 mm and the mean CIA diameter 34 mm; 14 patients (20.0%) had a concomitant IIA aneurysm (>20 mm). Concomitant fenestrated or branched aortic repair was performed in 23% of procedures. Two patients received a standalone IBD without implantation of a proximal aortic endograft. Technical success was achieved in 71/74 cases (96.0%); three failures occurred due to inability to catheterize the IIA. Distal landing was in the main IIA trunk in 58 cases and in the posterior branch in 13 cases. Over a median follow-up of 18 (6; 36) months, there were four branch instability events (5.4%): three occlusions and one bridging stent detachment. Seven patients (9.5%) developed endoleaks (one type Ib, two type II, two type IIIa, and two type IIIc). Five patients (6.8%) required reintervention, and five (6.8%) reported gluteal claudication. There were seven all-cause deaths (10%), none within 30 days or related to aneurysm rupture; causes included COVID-19 pneumonia, acute coronary syndrome, melanoma, gastric cancer, and stroke. No acute renal or respiratory failure occurred. Kaplan-Meier analysis showed 92% (95% CI 77-100) freedom from branch instability in the main-trunk","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12842047/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shaikha Jabor Alnaimi, Shimaa Aboelbaha, Ibrahim Safra, Mai Abdulla Al Qubaisi, Fouad Abounahia, Ahmed Al Farsi, Liji Cherian, Lizy Philip, Moza Alhail, Gulab Sher, Nader Al-Dewik
The pharmacologic management of patent ductus arteriosus (PDA) presents a challenge to clinicians due to the interindividual variability in drug response to available medications. There is evidence that CYP2C9 is associated with the response to PDA treatment; however, no data from the Middle East is available. This study aimed to investigate the association between CYP2C8 and CYP2C9 genetic polymorphisms and response to ibuprofen or indomethacin in neonates with PDA. We conducted a retrospective cohort study of neonates with a gestational age < 32 weeks and birthweight < 1500 g with PDA between 2019 and 2023. Eligible neonates were those diagnosed with PDA and treated with at least one course of ibuprofen or indomethacin. Genotyping was performed to identify four single-nucleotide polymorphisms (SNPs), namely CYP2C8*3 rs10509681, CYP2C9*2 rs1799853, CYP2C9 rs2153628, and CYP2C9*3 rs1057910. Allele frequencies were compared between responders and non-responders, and non-genetic predictors were assessed using logistic regression. A total of 146 infants were identified. Of these, 86 were enrolled. Genetic analysis showed that the heterozygote genotype (TC) for the CYP2C8 gene was the most common (45%), while wild-type alleles were predominant for CYP2C9 variants. No significant differences in allele frequencies were found between responders and non-responders to the treatment (p > 0.05). In a secondary analysis, the need for multiple surfactant doses independently predicted poor response (aOR 0.244, 95% CI 0.086-0.693, p = 0.008), while extremely low birth weight showed a borderline association (aOR 0.281, 95% CI 0.062-1.268, p = 0.099). Carriers of CYP2C8*3 rs10509681, CYP2C9*2 rs1799853, CYP2C9 rs2153628, and CYP2C9*3 rs1057910 were not associated with variations in response to NSAIDs.
动脉导管未闭(PDA)的药理学治疗对临床医生提出了挑战,因为对现有药物的药物反应存在个体差异。有证据表明CYP2C9与对PDA治疗的反应有关;然而,没有来自中东的数据。本研究旨在探讨PDA新生儿CYP2C8和CYP2C9基因多态性与布洛芬或吲哚美辛疗效的关系。我们对2019年至2023年间胎龄< 32周、出生体重< 1500 g的PDA新生儿进行了回顾性队列研究。符合条件的新生儿是那些被诊断为PDA并接受至少一个疗程的布洛芬或吲哚美辛治疗的新生儿。基因分型鉴定4个单核苷酸多态性,分别为CYP2C8*3 rs10509681、CYP2C9*2 rs1799853、CYP2C9 rs2153628和CYP2C9*3 rs1057910。比较应答者和无应答者之间的等位基因频率,并使用逻辑回归评估非遗传预测因子。共有146名婴儿被确认。其中86人被录取。遗传分析表明,CYP2C8基因的杂合子基因型(TC)最为常见(45%),而CYP2C9变异以野生型等位基因为主。对治疗有反应者和无反应者的等位基因频率无显著差异(p < 0.05)。在二次分析中,需要多种表面活性剂剂量独立预测不良反应(aOR 0.244, 95% CI 0.086-0.693, p = 0.008),而极低的出生体重显示了临界相关性(aOR 0.281, 95% CI 0.062-1.268, p = 0.099)。CYP2C8*3 rs10509681、CYP2C9*2 rs1799853、CYP2C9 rs2153628和CYP2C9*3 rs1057910的携带者与非甾体抗炎药的应答变化无关。
{"title":"Evaluation of <i>CYP2C8</i> and <i>CYP2C9</i> Polymorphisms in Neonates with Patent Ductus Arteriosus Treated with Ibuprofen or Indomethacin: A Retrospective Cohort Study.","authors":"Shaikha Jabor Alnaimi, Shimaa Aboelbaha, Ibrahim Safra, Mai Abdulla Al Qubaisi, Fouad Abounahia, Ahmed Al Farsi, Liji Cherian, Lizy Philip, Moza Alhail, Gulab Sher, Nader Al-Dewik","doi":"10.3390/jcdd13010049","DOIUrl":"10.3390/jcdd13010049","url":null,"abstract":"<p><p>The pharmacologic management of patent ductus arteriosus (PDA) presents a challenge to clinicians due to the interindividual variability in drug response to available medications. There is evidence that <i>CYP2C9</i> is associated with the response to PDA treatment; however, no data from the Middle East is available. This study aimed to investigate the association between <i>CYP2C8</i> and <i>CYP2C9</i> genetic polymorphisms and response to ibuprofen or indomethacin in neonates with PDA. We conducted a retrospective cohort study of neonates with a gestational age < 32 weeks and birthweight < 1500 g with PDA between 2019 and 2023. Eligible neonates were those diagnosed with PDA and treated with at least one course of ibuprofen or indomethacin. Genotyping was performed to identify four single-nucleotide polymorphisms (SNPs), namely <i>CYP2C8</i>*3 rs10509681, <i>CYP2C9</i>*2 rs1799853, <i>CYP2C9</i> rs2153628, and <i>CYP2C9</i>*3 rs1057910. Allele frequencies were compared between responders and non-responders, and non-genetic predictors were assessed using logistic regression. A total of 146 infants were identified. Of these, 86 were enrolled. Genetic analysis showed that the heterozygote genotype (TC) for the <i>CYP2C8</i> gene was the most common (45%), while wild-type alleles were predominant for <i>CYP2C9</i> variants. No significant differences in allele frequencies were found between responders and non-responders to the treatment (<i>p</i> > 0.05). In a secondary analysis, the need for multiple surfactant doses independently predicted poor response (aOR 0.244, 95% CI 0.086-0.693, <i>p</i> = 0.008), while extremely low birth weight showed a borderline association (aOR 0.281, 95% CI 0.062-1.268, <i>p</i> = 0.099). Carriers of <i>CYP2C8</i>*3 rs10509681, <i>CYP2C9</i>*2 rs1799853, <i>CYP2C9</i> rs2153628, and <i>CYP2C9</i>*3 rs1057910 were not associated with variations in response to NSAIDs.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12842244/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Paul Iacobescu, Virginia Marina, Catalin Anghel, Aurelian-Dumitrache Anghele
We appreciate the careful and critical reading of our work by Eltawil et al [...].
我们感谢eltawill等人对我们工作的仔细和批判性阅读[…]。
{"title":"Reply to Eltawil et al. Comment on \"Iacobescu et al. Evaluating Binary Classifiers for Cardiovascular Disease Prediction: Enhancing Early Diagnostic Capabilities. <i>J. Cardiovasc. Dev. Dis.</i> 2024, <i>11</i>, 396\".","authors":"Paul Iacobescu, Virginia Marina, Catalin Anghel, Aurelian-Dumitrache Anghele","doi":"10.3390/jcdd13010047","DOIUrl":"10.3390/jcdd13010047","url":null,"abstract":"<p><p>We appreciate the careful and critical reading of our work by Eltawil et al [...].</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12841616/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Low QRS voltage relative to left ventricle (LV) thickness is one of the red flag characteristics in the diagnosis of cardiac amyloidosis, and it can be measured by specific indexes. Few studies have clearly defined the diagnostic threshold of voltage indexes for light chain amyloidosis cardiomyopathy (AL-CA) patients and other patients with LV hypertrophy. This case-control study analyzed electrocardiograms and echocardiograms of patients with AL-CA, hypertrophic cardiomyopathy (HCM), and hypertension left ventricular hypertrophy (HTN-LVH) seen at a single university center from 2008 to 2022. Low QRS voltage and three different precordial voltage indexes were evaluated. Diagnostic thresholds for rule-in and rule-out were calculated for AL-CA against each control group. A single voltage-mass ratio based on cross-sectional area (CSA) exhibited most accurate diagnostic accuracy, and the value of ≤1.72 aids the rule-in of AL-CA against other causes of left ventricular hypertrophy, providing a positive predictive value (PPV) of 86% versus HCM and 75% versus HTN-LVH.
{"title":"Novel Cut-Off Values of Precordial Voltage Indexes for Light Chain Amyloidosis Cardiomyopathy in a Chinese Population.","authors":"Ruokai Pan, Shengsheng Zhuang, Zeyuan Wang, Xiaoyu Ren, Zhuang Tian, Shuyang Zhang","doi":"10.3390/jcdd13010044","DOIUrl":"10.3390/jcdd13010044","url":null,"abstract":"<p><p>Low QRS voltage relative to left ventricle (LV) thickness is one of the red flag characteristics in the diagnosis of cardiac amyloidosis, and it can be measured by specific indexes. Few studies have clearly defined the diagnostic threshold of voltage indexes for light chain amyloidosis cardiomyopathy (AL-CA) patients and other patients with LV hypertrophy. This case-control study analyzed electrocardiograms and echocardiograms of patients with AL-CA, hypertrophic cardiomyopathy (HCM), and hypertension left ventricular hypertrophy (HTN-LVH) seen at a single university center from 2008 to 2022. Low QRS voltage and three different precordial voltage indexes were evaluated. Diagnostic thresholds for rule-in and rule-out were calculated for AL-CA against each control group. A single voltage-mass ratio based on cross-sectional area (CSA) exhibited most accurate diagnostic accuracy, and the value of ≤1.72 aids the rule-in of AL-CA against other causes of left ventricular hypertrophy, providing a positive predictive value (PPV) of 86% versus HCM and 75% versus HTN-LVH.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12841747/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Raquel Dos Santos, Amartya Dave, Mohammed Usmaan Siddiqi, Aashi Dharia, Deqa Muse, Junsung Kim, Kameel Khabaz, Nhung Nguyen, Luka Pocivavsek, Narutoshi Hibino
Fontan patients experience anatomical remodeling over time, yet the mechanisms driving these changes remain unclear. This study aimed to characterize full-route Fontan remodeling and evaluate whether observed morphological changes arise from somatic growth alone or from the combined influence of conduit properties, surgical design, thoracic anatomy, and mechanical forces. Five Fontan patients (four extracardiac, one lateral tunnel) underwent analysis using two MRI-derived 3D models obtained between 1 and 4 years apart. Directional displacement was assessed using 3D shape overlays, surface geometry was quantified using the Koenderink Shape Index (KSI), and patient-specific growth mapping estimated localized tissue dynamics. Statistical analyses included a one-sample t-test for mean anterior displacement, the Grubbs' test for outlier detection, and the Wilcoxon signed-rank test for KSI comparisons across time points. All patients exhibited anterior displacement of the Fontan route, with a mean shift of 0.29″ ± 0.33″ and one significant outlier (lateral tunnel, 0.87″). Four of five patients showed increased convexity over time. Growth mapping revealed minimal, heterogeneous native-tissue expansion, with localized growth up to 0.2 mm/year. Individual remodeling trajectories varied and did not consistently align with localized anterior growth, indicating that Fontan route remodeling is highly individualized and cannot be explained by somatic growth alone. This retrospective longitudinal case series study highlights the value of quantitative 3D geometric tools for assessing subtle Fontan route remodeling and supports the feasibility of growth-aware, patient-specific modeling frameworks in single-ventricle physiology.
{"title":"Fontan Route Remodeling over Time: A Longitudinal Quantitative 3D Case Series.","authors":"Raquel Dos Santos, Amartya Dave, Mohammed Usmaan Siddiqi, Aashi Dharia, Deqa Muse, Junsung Kim, Kameel Khabaz, Nhung Nguyen, Luka Pocivavsek, Narutoshi Hibino","doi":"10.3390/jcdd13010045","DOIUrl":"10.3390/jcdd13010045","url":null,"abstract":"<p><p>Fontan patients experience anatomical remodeling over time, yet the mechanisms driving these changes remain unclear. This study aimed to characterize full-route Fontan remodeling and evaluate whether observed morphological changes arise from somatic growth alone or from the combined influence of conduit properties, surgical design, thoracic anatomy, and mechanical forces. Five Fontan patients (four extracardiac, one lateral tunnel) underwent analysis using two MRI-derived 3D models obtained between 1 and 4 years apart. Directional displacement was assessed using 3D shape overlays, surface geometry was quantified using the Koenderink Shape Index (KSI), and patient-specific growth mapping estimated localized tissue dynamics. Statistical analyses included a one-sample <i>t</i>-test for mean anterior displacement, the Grubbs' test for outlier detection, and the Wilcoxon signed-rank test for KSI comparisons across time points. All patients exhibited anterior displacement of the Fontan route, with a mean shift of 0.29″ ± 0.33″ and one significant outlier (lateral tunnel, 0.87″). Four of five patients showed increased convexity over time. Growth mapping revealed minimal, heterogeneous native-tissue expansion, with localized growth up to 0.2 mm/year. Individual remodeling trajectories varied and did not consistently align with localized anterior growth, indicating that Fontan route remodeling is highly individualized and cannot be explained by somatic growth alone. This retrospective longitudinal case series study highlights the value of quantitative 3D geometric tools for assessing subtle Fontan route remodeling and supports the feasibility of growth-aware, patient-specific modeling frameworks in single-ventricle physiology.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12842021/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146051381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mohamed Eltawil, Laura Byham-Gray, Yuane Jia, Neil Mistry, James Parrott, Suril Gohel
Machine learning is increasingly applied to cardiovascular disease prediction yet reported performance metrics often appear implausibly high due to methodological errors. Recent work has reported nearly perfect predictive accuracy (≈99%) using a k-Nearest Neighbors (kNN) model on CDC heart-disease data. Such performance greatly exceeds typical BRFSS-based benchmarks and strongly indicates data leakage. In this commentary, we replicate and re-analyze the original workflow, showing that the authors applied the SMOTE-ENN resampling method prior to the train/test split, thereby allowing synthetic data generated from the full dataset to contaminate the test set. Combined with an excessively small neighborhood parameter (k = 2), this produced misleadingly high accuracy. It is noted that (1) with SMOTE-ENN performed globally, synthetic samples appear nearly identical to test points, leading to near-perfect classification, and (2) this kNN choice is unusually small for a dataset of this scale and further amplifies leakage bias. Correcting the workflow by restricting oversampling to the training data or using undersampling restores realistic results, reducing predictive accuracy to approximately 80%, confirming the inflation caused by pre-split resampling and aligning with literature norms. This case underscores the critical importance of rigorous validation, transparent reporting, and leakage-free pipelines in medical AI. We outline practical guidelines for avoiding such pitfalls and ensuring reproducible, realistic, and clinically reliable machine-learning studies.
{"title":"Comment on Iacobescu et al. Evaluating Binary Classifiers for Cardiovascular Disease Prediction: Enhancing Early Diagnostic Capabilities. <i>J. Cardiovasc. Dev. Dis.</i> 2024, <i>11</i>, 396.","authors":"Mohamed Eltawil, Laura Byham-Gray, Yuane Jia, Neil Mistry, James Parrott, Suril Gohel","doi":"10.3390/jcdd13010046","DOIUrl":"10.3390/jcdd13010046","url":null,"abstract":"<p><p>Machine learning is increasingly applied to cardiovascular disease prediction yet reported performance metrics often appear implausibly high due to methodological errors. Recent work has reported nearly perfect predictive accuracy (≈99%) using a k-Nearest Neighbors (kNN) model on CDC heart-disease data. Such performance greatly exceeds typical BRFSS-based benchmarks and strongly indicates data leakage. In this commentary, we replicate and re-analyze the original workflow, showing that the authors applied the SMOTE-ENN resampling method prior to the train/test split, thereby allowing synthetic data generated from the full dataset to contaminate the test set. Combined with an excessively small neighborhood parameter (k = 2), this produced misleadingly high accuracy. It is noted that (1) with SMOTE-ENN performed globally, synthetic samples appear nearly identical to test points, leading to near-perfect classification, and (2) this kNN choice is unusually small for a dataset of this scale and further amplifies leakage bias. Correcting the workflow by restricting oversampling to the training data or using undersampling restores realistic results, reducing predictive accuracy to approximately 80%, confirming the inflation caused by pre-split resampling and aligning with literature norms. This case underscores the critical importance of rigorous validation, transparent reporting, and leakage-free pipelines in medical AI. We outline practical guidelines for avoiding such pitfalls and ensuring reproducible, realistic, and clinically reliable machine-learning studies.</p>","PeriodicalId":15197,"journal":{"name":"Journal of Cardiovascular Development and Disease","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12842384/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}