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The Impact of Insulin Resistance on the Development of Post-PCI Contrast-Induced Nephropathy in Non-Diabetic STEMI. 胰岛素抵抗对非糖尿病STEMI患者pci后造影剂肾病发展的影响
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-01-01 DOI: 10.6515/ACS.202501_41(1).20241018B
Aslıhan Mete Yıldırım, Adil Bayramoglu

Aims: Contrast-induced nephropathy (CIN) is a condition characterized by rapidly decreasing renal funciton following by the application of contrast material. Precutaneous coronary intervention (PCI) is a life-saving treatment method that should be applied under emergent conditions. Unfortunately, the incidence of CIN after PCI is common. Patients with insulin resistance or diabetes have a greater risk of developing CIN than most of the population. Therefore, studies on the predictive effects of insulin resistance indicators on CIN are gaining momentum. One of the most popular indicators is triglyceride/glucose-body mass index (TyG-BMI). In this study we aimed to evaluate the effect of TyG-BMI index on CIN.

Materials and methods: A total of 960 patinets who underwent emergency PCI due to ST elevation myocardial infarction (STEMI) between 2020 and 2023 were included in the study. Laboratory and demographic parameters were compared between the patients who did and did not develop CIN.

Results: While CIN developed in 120 of the 980 patients included in the study, it did not develop in 860 patients. There were significant differences between the groups in terms of age (p < 0.001), gender (p = 0.005), presence of hypertension (p = 0.021), heart rate (p = 0.049), amount of contrast material (p < 0.001), left ventricular ejection fraction (p < 0.001), stent length (p = 0.022), SYNTAX score (p < 0.001), fasting plasma glucose (p < 0.001), baseline creatinine (p < 0.001), glomerular filtration rate (p < 0.001), uric acid (p < 0.001), C reactive protein (CRP) (p < 0.001), baseline creatin kinase myocard band (CKMB) (p = 0.019), CKMB peak (p = 0.030), triglyceride (p = 0.017), and TyG-BMI (p < 0.001). CRP, creatinine, uric asid, amount of contrast material, and TyG-BMI were independent predictors for the development of CIN.

Conclusions: TyG-BMI was a predictor of CIN in STEMI patient who underwent PCI under emergency conditions. In addition, the predicitive power of TyG-BMI was stronger than triglyceride-glucose index.

目的:造影剂肾病(CIN)是一种以应用造影剂后肾功能迅速下降为特征的疾病。经皮冠状动脉介入治疗(PCI)是一种紧急情况下应采用的救命治疗方法。不幸的是,PCI术后CIN的发生率很普遍。与大多数人群相比,胰岛素抵抗或糖尿病患者发生CIN的风险更高。因此,胰岛素抵抗指标对CIN的预测作用的研究越来越多。最流行的指标之一是甘油三酯/葡萄糖-体重指数(TyG-BMI)。本研究旨在评价TyG-BMI指数对CIN的影响。材料与方法:本研究纳入2020 - 2023年间960例因ST段抬高型心肌梗死(STEMI)行急诊PCI的患者。比较发生和未发生CIN的患者的实验室和人口学参数。结果:在纳入研究的980例患者中,120例发生CIN, 860例未发生CIN。有显著的年龄差异组(p < 0.001),性别(p = 0.005),高血压(p = 0.021),心率(p = 0.049),数量的对比材料(p < 0.001),左室射血分数(p < 0.001),支架长度(p = 0.022),语法得分(p < 0.001),空腹血糖(p < 0.001),基线肌酐(p < 0.001),肾小球滤过率(p < 0.001),尿酸(p < 0.001), C反应蛋白(CRP) (p < 0.001),基线肌激酶肌带(CKMB) (p = 0.019)、CKMB峰值(p = 0.030)、甘油三酯(p = 0.017)和TyG-BMI (p < 0.001)。CRP、肌酐、尿酸、造影剂量和TyG-BMI是CIN发展的独立预测因子。结论:TyG-BMI是急诊行PCI的STEMI患者CIN的预测因子。此外,TyG-BMI的预测能力强于甘油三酯-葡萄糖指数。
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引用次数: 0
2023 TSOC-TACVPR-TACPAH Consensus Statement of the Rehabilitation on Patients with Pulmonary Hypertension. 2023 TSOC-TACVPR-TACPAH 肺动脉高压患者康复共识声明。
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240729A
Wei-Chun Huang, Yuan-Yang Cheng, Chih-Hsin Hsu, Yih-Jer Wu, Chin-Chang Cheng, Wan-Jing Ho, Hung-Jui Chuang, Chun-Yuan Chu, Ko-Long Lin, Lin-Yi Wang, Yu-Wei Chiu, Kuan-Cheng Chen, Sheng-Ying Chung, Yi-Jen Chen, Chun-Hsien Wu, Ssu-Yuan Chen, Wei-Shin Liu, Cho-I Lin, Fu-Chun Chiu, Hsin-Shui Chen, Shih-Hsien Sung, Li-Wei Chou, Shu-Hao Wu, Yen-Hung Lin, Chun-Yi Wu, Chiung-Hung Lin, Ming-Chih Lin, Cheng-Chung Hung, Chao Chuan Lei, Chia-Hsin Chen, Mei-Tzu Wang, Willy Chou, Charles Jia-Yin Hou, Wen-Jone Chen

In the past, patients with pulmonary hypertension (PH) were advised to avoid exercise due to concerns that it might strain cardiac function and exacerbate symptoms. However, recent evidence indicates that structured exercise programs can enhance outcomes and improve health-related quality of life for these patients. Consequently, exercise rehabilitation is now recommended in international guidelines as a key component of PH management. This consensus statement, developed by experts from the Taiwan Society of Cardiology Pulmonary Hypertension and Circulation Committee, the Taiwan Academy of Cardiovascular and Pulmonary Rehabilitation, and the Taiwan Association of Caring for pulmonary arterial hypertension, emphasizes the significance of rehabilitation and tailored exercise programs for PH patients. This article aims to raise awareness and promote the adoption of these practices among healthcare professionals treating patients with PH.

过去,肺动脉高压(PH)患者因担心运动会影响心脏功能和加重症状而被建议避免运动。然而,最近的证据表明,有组织的运动计划可以提高疗效,改善这些患者与健康相关的生活质量。因此,运动康复现已被国际指南推荐为 PH 管理的重要组成部分。本共识声明由台湾心脏病学会肺动脉高压和循环委员会、台湾心血管和肺康复学会以及台湾关爱肺动脉高压协会的专家共同制定,强调了针对 PH 患者的康复和量身定制的运动计划的重要性。本文旨在提高治疗 PH 患者的医护人员对这些做法的认识,并促进他们采用这些做法。
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引用次数: 0
Clinical Implication of Ivabradine in Patients with Atrial Fibrillation-Related Tachycardia. 伊伐布雷定对心房颤动相关性心动过速患者的临床意义
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240909B
Naoya Kataoka, Teruhiko Imamura
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引用次数: 0
Empagliflozin Ameliorates Atrial and Ventricular Remodeling and Arrhythmogenesis in an Overweight Rabbit Model. Empagliflozin 可改善超重兔模型的心房和心室重塑及心律失常发生。
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240722B
Wen-Han Cheng, Li-Wei Lo, Yu-Hui Chou, Shin-Huei Liu, Wei-Lun Lin, Shih-Ann Chen

Background: Overweight is associated with dysrhythmia and sudden cardiac death, while sodium glucose co-transporter-2 inhibitors (SGLT2-is) have been shown to possess cardioprotective effects in patients with hyperglycemia.

Objectives: The aim of this study was to investigate the impact of overweight on cardiac remodeling and the potential effect of SGLT2-is.

Methods: Twenty-four rabbits were randomized into 4 groups: controls (Group 1), high-fat diet (HFD) (Group 2), controls treated with empagliflozin (Group 3), and HFD treated with empagliflozin (Group 4). All rabbits underwent electrophysiologic studies and ventricular tachycardia/ventricular fibrillation (VF) inducibility tests (maximal output with shortest 1:1 cycle length pacing). Atrial and ventricular myocardium were harvested for Western blot and Trichrome staining.

Results: Among all groups, Group 2 had the longest atrial effective refractory periods (ERPs) in both left and right atria, as well as the longest ventricular ERPs in both left and right ventricles. VF inducibility was highest in Group 2. The degree of fibrosis in both atria and ventricles was most severe in Group 2 and similar to that in Group 4. Enhanced calcium handling protein (CaV 1.2) expressions were noted in Group 2 compared to those in Group 1 and Group 3, respectively, and returned to baseline in Group 4.

Conclusions: Overweight causes atrial and ventricular remodeling with prolongation of effective refractoriness, increased vulnerability to VF induction, upregulation of calcium handling proteins, and advanced fibrosis. Empagliflozin attenuates these remodeling effects, leading to decreased cardiac arrhythmogenicity and a reduced risk of sudden cardiac death.

背景:超重与心律失常和心脏性猝死有关,而钠葡萄糖协同转运体-2抑制剂(SGLT2-is)已被证明对高血糖患者具有心脏保护作用:本研究旨在探讨超重对心脏重塑的影响以及 SGLT2-is 的潜在作用:24只兔子被随机分为4组:对照组(第1组)、高脂饮食组(第2组)、使用empagliflozin治疗的对照组(第3组)和使用empagliflozin治疗的高脂饮食组(第4组)。所有兔子都接受了电生理学研究和室性心动过速/室颤(VF)诱导试验(以最短的1:1周期长度起搏的最大输出量)。采集心房和心室心肌进行 Western 印迹和三色染色:在所有组别中,第 2 组左、右心房的心房有效折返期(ERP)最长,左、右心室的心室有效折返期(ERP)也最长。第 2 组心房和心室的纤维化程度最严重,与第 4 组相似。 第 2 组的钙处理蛋白(CaV 1.2)表达分别高于第 1 组和第 3 组,而第 4 组则恢复到基线水平:结论:超重会导致心房和心室重塑,延长有效折返期,增加诱发室颤的可能性,钙处理蛋白上调,以及晚期纤维化。Empagliflozin 可减轻这些重塑效应,从而降低心律失常发生率,降低心脏性猝死风险。
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引用次数: 0
Investigating Serum Cortisol Dynamics and Cardiovascular Impacts Amid University Exam Stress: A Pre-Post Cohort Study. 调查大学考试压力下的血清皮质醇动态和心血管影响:考前考后队列研究
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240913A
Burhan Abdullah Zaman, Suzan Omer Rasool, Saeed Mohammed Sabri, Dunya Muttaleb Dhahir, Esra Abdulrahman Rasheed, Guli Manaf Ahmed, Maryam Akram Hussein, Zaytoun Abdulrahman Tegir

Objective: Our objective was to investigate the perceived stress levels among pharmacy students enrolled at the University of Duhok both prior to and following examination periods, with a concurrent assessment of potential cardiovascular effects.

Methods: The study included 49 participants from the College of Pharmacy at the University of Duhok and utilized a pre-post cohort design. High-stress pre-examination assessments were scheduled at 8:30 AM on the day of the examination, and low-stress post-examination assessments were also conducted at 8:30 AM over a two-week period without academic examinations.

Results: The pre-exam serum cortisol level was significantly higher compared to the post-exam period (16.66 vs. 14.04 μg/dL; p = 0.013). Elevated levels of non-high-density lipoprotein (HDL) cholesterol, and cholesterol/HDL ratio were recorded during high-stress periods. Remarkably, social media emerged as the sole significant predictor (p = 0.038) with a negative impact on serum cortisol levels during the pre-exam phase. Additionally, we observed that females had higher stress levels during both periods, as indicated by the regression model.

Conclusions: This investigation revealed a significant elevation in serum cortisol levels during the pre-examination phase, likely attributable to the stress induced by impending examinations.

目的我们的目的是调查杜霍克大学药剂学专业学生在考试前后的感知压力水平,同时评估潜在的心血管影响:这项研究包括来自杜霍克大学药学院的 49 名参与者,采用前后队列设计。高压力考前评估安排在考试当天上午 8:30,低压力考后评估也安排在上午 8:30,为期两周,没有学术考试:考试前的血清皮质醇水平明显高于考试后(16.66 vs. 14.04 μg/dL;p = 0.013)。在高压力期,非高密度脂蛋白(HDL)胆固醇水平和胆固醇/HDL比率均有所升高。值得注意的是,在考试前阶段,社交媒体是唯一对血清皮质醇水平有负面影响的重要预测因素(p = 0.038)。此外,我们还观察到,正如回归模型所示,女性在这两个阶段的压力水平都较高:这项调查显示,在考试前阶段,血清皮质醇水平明显升高,这很可能是由于即将到来的考试所引起的压力所致。
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引用次数: 0
2024 Guidelines of the Taiwan Society of Cardiology on the Primary Prevention of Atherosclerotic Cardiovascular Disease --- Part II. 2024 年台湾心脏病学会关于动脉粥样硬化性心血管疾病一级预防的指南--第二部分。
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240724B
Ting-Hsing Chao, Tsung-Hsien Lin, Cheng-I Cheng, Yen-Wen Wu, Kwo-Chang Ueng, Yih-Jer Wu, Wei-Wen Lin, Hsing-Ban Leu, Hao-Min Cheng, Chin-Chou Huang, Chih-Cheng Wu, Chao-Feng Lin, Wei-Ting Chang, Wen-Han Pan, Pey-Rong Chen, Ke-Hsin Ting, Chun-Hung Su, Chih-Sheng Chu, Kuo-Liong Chien, Hsueh-Wei Yen, Yu-Chen Wang, Ta-Chen Su, Pang-Yen Liu, Hsien-Yuan Chang, Po-Wei Chen, Jyh-Ming Jimmy Juang, Ya-Wen Lu, Po-Lin Lin, Chao-Ping Wang, Yu-Shien Ko, Chern-En Chiang, Charles Jia-Yin Hou, Tzung-Dau Wang, Yen-Hung Lin, Po-Hsun Huang, Wen-Jone Chen

For the primary prevention of atherosclerotic cardiovascular disease (ASCVD), the recommended treatment target for each modifiable risk factor is as follows: reducing body weight by 5-10%; blood pressure < 130/80 mmHg (systolic pressure < 120 mmHg in high-risk individuals); low-density lipoprotein cholesterol (LDL-C) < 100 mg/dL in high-risk individuals, LDL-C < 115 mg/dL in moderate-risk individuals, LDL-C < 130 mg/dL in low-risk individuals, and LDL-C < 160 mg/dL in those with a minimal; complete and persistent abstinence from cigarette smoking; hemoglobin A1C < 7.0%; fulfilling recommended amounts of the six food groups according to the Taiwan food guide; and moderate-intensity physical activity 150 min/wk or vigorous physical activity 75 min/wk. For the primary prevention of ASCVD by pharmacological treatment in individuals with modifiable risk factors/clinical conditions, statins are the first-line therapy for reducing LDL-C levels; some specific anti-diabetic drugs proven to be effective in randomized controlled trials for the primary prevention of ASCVD are recommended in patients with type 2 diabetes mellitus; pharmacological treatment is recommended to assist in weight management for obese patients with a body mass index ≥ 30 kg/m2 (or 27 kg/m2 who also have at least one ASCVD risk factor or obesity-related comorbidity); an angiotensin-converting enzyme inhibitor, a glucagon-like peptide-1 receptor agonist, a sodium-dependent glucose cotransporter-2 inhibitor, and finerenone can be used in diabetic patients with chronic kidney disease for the primary prevention of ASCVD. Of note, healthcare providers are at full discretion in clinical practice, owing to the diversity of individuals and practice, and the availability of resources and facilities.

对于动脉粥样硬化性心血管疾病(ASCVD)的一级预防,每个可改变的风险因素的推荐治疗目标如下:体重减轻 5-10%;血压 < 130/80 mmHg(高危人群收缩压 < 120 mmHg);高危人群低密度脂蛋白胆固醇(LDL-C) < 100 mg/dL,中危人群 LDL-C < 115 mg/dL,低危人群 LDL-C < 130 mg/dL,轻度低危人群 LDL-C < 160 mg/dL;完全并持续戒烟;血红蛋白 A1C < 7.0%;满足台湾食品指南推荐的六大类食物的摄入量;中等强度体育锻炼 150 分钟/周或剧烈体育锻炼 75 分钟/周。对于具有可改变危险因素/临床症状的个体,通过药物治疗进行 ASCVD 一级预防时,他汀类药物是降低低密度脂蛋白胆固醇水平的一线疗法;对于 2 型糖尿病患者,推荐使用一些经随机对照试验证实对 ASCVD 一级预防有效的特定抗糖尿病药物;建议对体重指数≥ 30 kg/m2(或体重指数≥ 27 kg/m2,同时具有至少一种 ASCVD 危险因素或肥胖相关合并症)的肥胖患者进行药物治疗,以帮助控制体重;血管紧张素转换酶抑制剂、胰高血糖素样肽-1 受体激动剂、钠依赖性葡萄糖共转运体-2 抑制剂和非格列酮可用于慢性肾脏病糖尿病患者的 ASCVD 一级预防。值得注意的是,由于个人和实践的多样性以及资源和设施的可用性,医疗服务提供者在临床实践中完全可以自行决定。
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引用次数: 0
Ten-Year Clinical Progression in a Patient with Fabry Disease: A Longitudinal Study. 一名法布里病患者的十年临床进展:纵向研究
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240909A
Ching-Ping Chao, Yen-Wen Wu, Heng-Hsu Lin, Meng-Chieh Tsai, Wen-Po Chuang
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引用次数: 0
Association of Self-Expanding Valves with Increased Capture of Larger Debris by Cerebral Protection System in Transcatheter Aortic Valve Replacement for Severe Aortic Stenosis. 经导管主动脉瓣置换术治疗重度主动脉瓣狭窄时,自扩张瓣膜与脑保护系统捕获更多较大碎片的关系。
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240730A
Amy Jing Ling, Yung-Tsai Lee, Wei-Hsian Yin, Tien-Ping Tsao, Kuo-Chen Lee, Huan-Chiu Lin, Chun-Ting Liu, Jeng Wei

Background: Mixed evidence exists regarding stroke rates when comparing self-expanding valves (SEVs) to balloon-expandable valves (BEVs) in transcatheter aortic valve replacement (TAVR). This study investigates the debris captured by the SENTINEL cerebral protection system (CPS) during TAVR.

Methods: Seventy-five consecutive patients who underwent TAVR with CPS from March to December 2023 were recruited. Collected debris underwent histopathologic analysis, categorized by size (< 2 mm, 2-5 mm, > 5 mm) and quantity. Logistic regression analysis was used to identify predictors for the presence of particles > 5 mm in size.

Results: Of the 75 patients, 39 received SEVs and 36 received BEVs. Baseline characteristics were similar between the groups. The BEV group had significantly more frequent concomitant percutaneous coronary interventions (p = 0.013), while the SEV group had longer TAVR procedure (p = 0.019) and fluoroscopy times (p = 0.006). All patients had visible debris, predominantly valve tissue (SEV vs. BEV = 79.8% vs. 47.2%; p = 0.308), calcification (SEV vs. BEV = 23.1% vs. 36.1%; p = 0.215), and thrombus (SEV vs. BEV = 15.4% vs. 5.6%; p = 0.855). No significant differences were observed in particle count and particle size < 5 mm between the SEV and BEV groups. However, logistic regression analysis revealed that the patients who received SEVs had a 16.78-fold increased likelihood of having captured debris > 5 mm compared to those who received BEVs.

Conclusions: Our study demonstrated that significantly more particles sized > 5 mm were captured by the CPS during TAVR in the SEV group, underscoring the importance of using the CPS during TAVR, especially in younger patients receiving SEVs.

背景:在经导管主动脉瓣置换术(TAVR)中,比较自扩张瓣膜(SEVs)和球囊扩张瓣膜(BEVs)的卒中率时,存在不同的证据。本研究调查了 SENTINEL 脑保护系统(CPS)在经导管主动脉瓣置换术中捕获的碎片:方法:招募了 75 名在 2023 年 3 月至 12 月期间使用 CPS 进行 TAVR 的连续患者。收集到的碎片按大小(< 2 毫米、2-5 毫米、> 5 毫米)和数量进行组织病理学分析。逻辑回归分析用于确定是否存在大小大于 5 毫米的颗粒的预测因素:在 75 名患者中,39 人接受了 SEV,36 人接受了 BEV。两组患者的基线特征相似。BEV 组同时进行经皮冠状动脉介入治疗的频率明显更高(p = 0.013),而 SEV 组的 TAVR 手术时间(p = 0.019)和透视时间(p = 0.006)更长。所有患者都有可见碎片,主要是瓣膜组织(SEV vs. BEV = 79.8% vs. 47.2%;p = 0.308)、钙化(SEV vs. BEV = 23.1% vs. 36.1%;p = 0.215)和血栓(SEV vs. BEV = 15.4% vs. 5.6%;p = 0.855)。SEV组和BEV组在颗粒计数和颗粒大小小于5毫米方面没有观察到明显差异。然而,逻辑回归分析显示,与接受BEV治疗的患者相比,接受SEV治疗的患者捕获碎片大于5毫米的可能性增加了16.78倍:我们的研究表明,SEV 组患者在 TAVR 期间被 CPS 捕捉到的尺寸大于 5 毫米的微粒明显增多,这强调了在 TAVR 期间使用 CPS 的重要性,尤其是在接受 SEV 的年轻患者中。
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引用次数: 0
Correlating Electrocardiograms with Echocardiographic Parameters in Hemodynamically-Significant Aortic Regurgitation Using Deep Learning. 利用深度学习将血流动力学显著性主动脉瓣反流的心电图与超声心动图参数关联起来。
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240918B
Yi-Ting Li, Kuang-Chien Chiang, Alexander Te-Wei Shieh, Tetsuji Kitano, Yosuke Nabeshima, Chung-Yen Lee, Kang Liu, Kuan-Yu Lai, Meng-Han Tsai, Li-Ting Ho, Wen-Jone Chen, Masaaki Takeuchi, Tzung-Dau Wang, Li-Tan Yang

Background: Of all electrocardiogram (ECG) deep-learning (DL) models used to detect left-sided valvular heart diseases, aortic regurgitation (AR) has been the hardest to detect. Moreover, to what extent ECGs could detect AR-related left ventricular (LV) remodeling and dysfunction is unknown.

Objectives: We aimed to evaluate the ability of DL-based ECG models to predict LV remodeling parameters associated with hemodynamically significant AR.

Methods: From 573 consecutive patients, 1457 12-lead ECGs close to baseline transthoracic echocardiograms confirming ≥ moderate-severe AR and before aortic valve surgery were retrospectively collected. A ResNet-based model was used to predict LV ejection fraction (LVEF), LV end-diastolic dimension (LVEDD), LV end-systolic dimension index (LVESDi), LV mass index (LVMi), LV end-diastolic volume index (LVEDVi), LV end-systolic volume index (LVESVi), and bicuspid aortic valve (BAV) from the ECGs. Five-fold cross-validation was used for model development (80%) with the held-out testing set (20%) to evaluate its performance.

Results: Our DL model achieved area under receiver operating characteristic curves (AUROCs) of 0.77, 0.80, and 0.87 for discriminating LVEF < 55%, < 50%, and < 40%. For LVEDD > 65 mm, LVESDi > 30 mm/m2, LVESVi > 45 ml/m2, LVEDVi > 99 ml/m2, LVMi > 158 mm/m2, and BAV, our model also achieved significant results, with AUROCs of 0.83, 0.85, 0.84, 0.81, 0.78, and 0.74, respectively. The SHapley Additive exPlanation values showed that our model focused on the QRS complex while making decisions.

Conclusions: Our DL model found correlations between ECGs and parameters indicating LV remodeling and dysfunction in patients with significant AR. Analyzing ECGs with DL models may assist in the timely detection of LV dysfunction and screening for the necessity of additional echocardiography exams, especially when echocardiography might not be readily available.

背景:在所有用于检测左侧瓣膜性心脏病的心电图(ECG)深度学习(DL)模型中,主动脉瓣反流(AR)最难检测。此外,心电图能在多大程度上检测出与主动脉瓣反流相关的左心室(LV)重塑和功能障碍也是个未知数:我们旨在评估基于 DL 的心电图模型预测与血流动力学显著 AR 相关的左心室重塑参数的能力:方法:我们回顾性地收集了573例连续患者的1457张12导联心电图,这些心电图与基线经胸超声心动图相近,证实≥中重度AR,且在主动脉瓣手术前。使用基于 ResNet 的模型从心电图预测左心室射血分数 (LVEF)、左心室舒张末期尺寸 (LVEDD)、左心室收缩末期尺寸指数 (LVESDi)、左心室质量指数 (LVMi)、左心室舒张末期容积指数 (LVEDVi)、左心室收缩末期容积指数 (LVESVi) 和主动脉瓣双瓣 (BAV)。在模型开发过程中使用了五倍交叉验证(80%),并使用保留的测试集(20%)来评估其性能:我们的 DL 模型在判别 LVEF <55%、<50% 和 <40% 时的接收者操作特征曲线下面积 (AUROC) 分别为 0.77、0.80 和 0.87。对于 LVEDD > 65 mm、LVESDi > 30 mm/m2、LVESVi > 45 ml/m2、LVEDVi > 99 ml/m2、LVMi > 158 mm/m2 和 BAV,我们的模型也取得了显著的结果,AUROC 分别为 0.83、0.85、0.84、0.81、0.78 和 0.74。SHapley Additive exPlanation 值表明,我们的模型在做出决策时侧重于 QRS 波群:我们的 DL 模型发现,心电图与显示明显 AR 患者左心室重塑和功能障碍的参数之间存在相关性。用 DL 模型分析心电图有助于及时发现左心室功能障碍并筛查是否有必要进行额外的超声心动图检查,尤其是在超声心动图检查不方便的情况下。
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引用次数: 0
Short-Term Use of Ivabradine in Critical Ill Patients with Atrial Fibrillation and Rapid Ventricular Response. 在心房颤动和快速心室反应的重症患者中短期使用伊伐布雷定
IF 1.8 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-11-01 DOI: 10.6515/ACS.202411_40(6).20240916A
Wei-Cheng Lin, Shoa-Lin Lin
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期刊
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