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Multimodality Risk Assessment of Patients with Ischemic Heart Disease Using Deep Learning Models Applied to Electrocardiograms and Chest X-rays 利用应用于心电图和胸部 X 射线的深度学习模型对缺血性心脏病患者进行多模态风险评估
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-01-31 DOI: 10.1536/ihj.23-402
Shinnosuke Sawano, Satoshi Kodera, Masataka Sato, Hiroki Shinohara, Atsushi Kobayashi, Hiroshi Takiguchi, Kazutoshi Hirose, Tatsuya Kamon, Akihito Saito, Hiroyuki Kiriyama, Mizuki Miura, Shun Minatsuki, Hironobu Kikuchi, Norifumi Takeda, Hiroyuki Morita, Issei Komuro

Comprehensive management approaches for patients with ischemic heart disease (IHD) are important aids for prognostication and treatment planning. While single-modality deep neural networks (DNNs) have shown promising performance for detecting cardiac abnormalities, the potential benefits of using DNNs for multimodality risk assessment in patients with IHD have not been reported. The purpose of this study was to investigate the effectiveness of multimodality risk assessment in patients with IHD using a DNN that utilizes 12-lead electrocardiograms (ECGs) and chest X-rays (CXRs), with the prediction of major adverse cardiovascular events (MACEs) being of particular concern.

DNN models were applied to detection of left ventricular systolic dysfunction (LVSD) on ECGs and identification of cardiomegaly findings on CXRs. A total of 2107 patients who underwent elective percutaneous coronary intervention were categorized into 4 groups according to the models' outputs: Dual-modality high-risk (n = 105), ECG high-risk (n = 181), CXR high-risk (n = 392), and No-risk (n = 1,429).

A total of 342 MACEs were observed. The incidence of a MACE was the highest in the Dual-modality high-risk group (P < 0.001). Multivariate Cox hazards analysis for predicting MACE revealed that the Dual-modality high-risk group had a significantly higher risk of MACE than the No-risk group (hazard ratio (HR): 2.370, P < 0.001), the ECG high-risk group (HR: 1.906, P = 0.010), and the CXR high-risk group (HR: 1.624, P = 0.018), after controlling for confounding factors.

The results suggest the usefulness of multimodality risk assessment using DNN models applied to 12-lead ECG and CXR data from patients with IHD.

缺血性心脏病(IHD)患者的综合管理方法是预后和治疗计划的重要辅助工具。虽然单模态深度神经网络(DNN)在检测心脏异常方面表现出良好的性能,但使用 DNN 对缺血性心脏病患者进行多模态风险评估的潜在益处尚未见报道。本研究的目的是调查使用 DNN 对 IHD 患者进行多模态风险评估的有效性,该 DNN 利用 12 导联心电图 (ECG) 和胸部 X 光片 (CXR),其中对主要不良心血管事件 (MACE) 的预测尤为重要。DNN 模型适用于检测 ECG 上的左心室收缩功能障碍 (LVSD),以及识别 CXR 上的心脏肥大发现。根据模型的输出结果,共有 2107 名接受择期经皮冠状动脉介入治疗的患者被分为 4 组:共观察到 342 例 MACE。双方式高风险组的 MACE 发生率最高(P < 0.001)。预测 MACE 的多变量 Cox 危险分析显示,双模式高风险组的 MACE 风险显著高于无风险组(危险比 (HR):2.370,P < 0.001)、ECG 高风险组(HR:1.906,P = 0.结果表明,使用 DNN 模型对 IHD 患者的 12 导联 ECG 和 CXR 数据进行多模态风险评估非常有用。
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引用次数: 0
Message from the New Editor-in-Chief of International Heart Journal. 国际心脏杂志》新任主编的致辞。
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-01-01 DOI: 10.1536/ihj.65.168
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引用次数: 0
A Case of Ventricular Fibrillation in Masked Long-QT Syndrome Coexisting with Coronary Vasospasm. 一例被掩盖的长 QT 综合征并发冠状动脉血管痉挛的室颤病例
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-01-01 DOI: 10.1536/ihj.23-397
Atsumasa Kurozumi, Yoshinari Enomoto, Hisao Hara, Norihiro Kato, Yukio Hiroi

Although long-QT syndrome (LQTS) with a normal range QT interval at rest leads to fatal ventricular arrhythmias, it is difficult to diagnose. In this article, we present a rare case of a patient who suffered a cardiac arrest and was recently diagnosed with LQTS and coronary vasospasm. A 62-year-old man with no syncopal episodes had a cardiopulmonary arrest while running. During coronary angiography, vasospasm was induced and we prescribed coronary vasodilators, including calcium channel blockers. An exercise stress test was performed to evaluate the effect of medications and accidentally unveiled exercise-induced QT prolongation. He was diagnosed with LQTS based on diagnostic criteria. Pharmacotherapy and an implantable cardioverter defibrillator were used for his medical management. It is extremely rare for LQTS and coronary vasospasm to coexist. In cases of exercise-induced arrhythmic events, the exercise stress test might be helpful to diagnose underlying disease.

尽管长QT综合征(LQTS)在静息状态下的QT间期在正常范围内,但它会导致致命的室性心律失常,因此很难诊断。本文介绍了一例罕见的心脏骤停患者,该患者最近被诊断为 LQTS 和冠状动脉血管痉挛。一名没有晕厥发作的 62 岁男子在跑步时心肺骤停。在冠状动脉造影术中,血管痉挛被诱发,我们给他开了冠状动脉血管扩张剂,包括钙通道阻滞剂。我们进行了运动负荷试验,以评估药物的效果,并意外地揭示了运动诱发的 QT 延长。根据诊断标准,他被确诊为 LQTS。他接受了药物治疗和植入式心脏除颤器治疗。LQTS 和冠状动脉血管痉挛并存的情况极为罕见。在运动诱发心律失常的病例中,运动负荷试验可能有助于诊断潜在的疾病。
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引用次数: 0
Hydroxycitric Acid Tripotassium Hydrate Attenuates Monocrotaline and Hypoxia-Induced Pulmonary Hypertension in Rats. 羟基柠檬酸三钾水合物可减轻大鼠单克隆和缺氧诱发的肺动脉高压
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-01-01 DOI: 10.1536/ihj.23-350
Shunjun Wang, Huayang Li, Quan Liu, Husai Ma, Lin Huang, Laishun Yu, Zhongkai Wu

This study investigated the effects of hydroxycitric acid tripotassium hydrate on right ventricular function, myocardial and pulmonary vascular remodeling in rats with pulmonary hypertension, and possible mechanisms.

Methods: Pulmonary hypertension was induced in male Sprague-Dawley rats by a single subcutaneous injection of monocrotaline or hypoxic chamber. In vivo, inflammatory cytokine (including TNF-α, IL-1β, IL-6, and TGF-β, the level of SOD) expression, superoxide dismutase and hydrogen peroxide levels, and p-IκBα and p65 expressions were detected. In vitro, pulmonary artery smooth muscle cell proliferation and migration, ROS production, and hypoxia-inducible factor-1 expression were also studied.

Results: Hydroxycitric acid tripotassium hydrate decreased right ventricular systolic pressure and reduced right ventricular fibrosis and pulmonary vascular remodeling in rats with two kinds of pulmonary hypertension. Moreover, the expression of both inflammatory and oxidative stress factors was effectively reduced, and the p65 signaling pathway was found to be inhibited in this study. Additionally, hydroxycitric acid tripotassium hydrate inhibited human pulmonary artery smooth cell proliferation and migration in vitro.

Conclusions: This study shows that hydroxycitric acid tripotassium hydrate can alleviate pulmonary hypertension caused by hypoxia and monocycloline in rats, improve remodeling of the right ventricle and pulmonary artery, and inhibit pulmonary artery smooth muscle cell proliferation and migration. The protective effects may be achieved by regulating inflammation and oxidative stress through the p65 signaling pathway.

本研究探讨了水合羟基柠檬酸三钾对肺动脉高压大鼠右心室功能、心肌和肺血管重塑的影响以及可能的机制:雄性 Sprague-Dawley 大鼠通过皮下注射单克隆或缺氧室诱发肺动脉高压。在体内,检测炎性细胞因子(包括 TNF-α、IL-1β、IL-6 和 TGF-β)的表达、SOD 的水平、超氧化物歧化酶和过氧化氢的水平以及 p-IκBα 和 p65 的表达。在体外,还研究了肺动脉平滑肌细胞的增殖和迁移、ROS 的产生以及缺氧诱导因子-1 的表达:结果:羟基柠檬酸三钾水合物降低了两种肺动脉高压大鼠的右心室收缩压,减少了右心室纤维化和肺血管重塑。此外,本研究还有效降低了炎症因子和氧化应激因子的表达,并发现 p65 信号通路受到抑制。此外,羟基柠檬酸三钾水合物还能抑制体外人肺动脉平滑细胞的增殖和迁移:本研究表明,水合羟基柠檬酸三钾能缓解大鼠因缺氧和单环唑啉引起的肺动脉高压,改善右心室和肺动脉的重塑,抑制肺动脉平滑肌细胞的增殖和迁移。这些保护作用可能是通过 p65 信号通路调节炎症和氧化应激而实现的。
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引用次数: 0
Errata: B-Type Natriuretic Peptide Inhibits the Expression and Function of SERCA2a in Heart Failure. 勘误:B型钠尿肽抑制心力衰竭中SERCA2a的表达和功能
IF 1.2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-01-01 DOI: 10.1536/ihj.65-4_Errata

Several errors (shown with underlines) in the following list appeared in the article "B-Type Natriuretic Peptide Inhibits the Expression and Function of SERCA2a in Heart Failure" by Yuting Zhai, Junhong Chen, Rongsheng Kan, Haochen Xuan, Chaofan Wang, Dongye Li, Tongda Xu (Vol. 65 No.2, 292-299, 2024).

翟玉婷、陈俊红、阚荣生、宣浩辰、王超凡、李东烨、徐通达的文章《B 型钠尿肽抑制心力衰竭患者 SERCA2a 的表达和功能》(第 65 卷第 2 期,292-299,2024 年)中出现了以下错误(用下划线表示)。
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引用次数: 0
Characteristics of Shoshin Beriberi, a Fulminant Cardiovascular Type of Beriberi. Shoshin Beriberi(一种急性心血管型 Beriberi)的特征。
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-01-01 DOI: 10.1536/ihj.24-034
Eisuke Amiya, Hiroyuki Morita
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引用次数: 0
Letter by Kataoka and Imamura Regarding Article, "Impact of Preprocedural Frailty Status in Elderly Transvenous Pacemaker Recipients". Kataoka 和 Imamura 就 "经静脉起搏器受术者术前虚弱状态对老年人的影响 "一文的来信。
IF 1.2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-01-01 DOI: 10.1536/ihj.24-050
Naoya Kataoka, Teruhiko Imamura
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引用次数: 0
Regulatory factor X7 Represses Ox-LDL-Induced Proliferation and Migration of VSMCs via SIRT4-Mediated Inactivation of JAK2/STAT3 Pathway. 调节因子 X7 通过 SIRT4 介导的 JAK2/STAT3 通路失活抑制 Ox-LDL 诱导的血管内皮细胞增殖和迁移
IF 1.2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-01-01 DOI: 10.1536/ihj.23-631
Yinheng Hao, Wei Li

The regulatory factor X7 (RFX7) is a vital mediator in atherosclerosis. This study aims to discuss the effect and underlying mechanism of RFX7 on the regulation of oxidized low-density lipoprotein (ox-LDL) -induced proliferation and migration of vascular smooth muscle cells (VSMCs).Ox-LDL was used to construct atherosclerosis in vitro model. The mRNA and protein levels of RFX7 and Sirtuin 4 (SIRT4) were evaluated by quantitative real-time polymerase chain reaction (qRT-PCR) or western blot assays. The cellular functions were measured via 3-[4,5-dimethylthiazol-2-yl]-2,5-diphenyl tetrazolium bromide (MTT), EdU, flow cytometry, and wound healing assay assays. The interaction between RFX7 and SIRT4 promoter was validated using chromatin immunoprecipitation and dual-luciferase reporter assays.The stimulation with ox-LDL elevated the viability of VSMCs and decreased the mRNA and protein levels of RFX7 and SIRT4 in VSMCs in a dose-dependent manner. Functionally, RFX7 overexpression restrained the VSMC viability, proliferation, and migration induced by ox-LDL, but facilitated VSMC apoptosis. RFX7 elevated SIRT4 expression via binding to its promoter. Furthermore, overexpressing either SIRT4 or RFX7 inactivated JAK2/STAT3 signaling, causing a decrease in VSMC proliferation and migration and an increase in VSMC apoptosis when exposed to ox-LDL. The impact of RFX7 overexpression on JAK2/STAT3 signaling and cellular function following ox-LDL exposure was abrogated by SIRT4 silencing.The heightened RFX7 expression restrained the proliferation and migration of ox-LDL-stimulated VSMCs via SIRT4-mediated inactivation of JAK2/STAT3 pathway.

调节因子 X7(RFX7)是动脉粥样硬化的重要介质。本研究旨在探讨 RFX7 对氧化低密度脂蛋白(ox-LDL)诱导的血管平滑肌细胞(VSMC)增殖和迁移的调控作用及其内在机制。通过实时定量聚合酶链式反应(qRT-PCR)或免疫印迹法评估了RFX7和Sirtuin 4(SIRT4)的mRNA和蛋白水平。细胞功能通过 3-[4,5-二甲基噻唑-2-基]-2,5-二苯基溴化四氮唑(MTT)、EdU、流式细胞术和伤口愈合试验进行了测定。通过染色质免疫沉淀和双荧光素酶报告实验验证了 RFX7 与 SIRT4 启动子之间的相互作用。在功能上,RFX7的过表达抑制了ox-LDL诱导的VSMC活力、增殖和迁移,但促进了VSMC的凋亡。RFX7 通过与其启动子结合提高了 SIRT4 的表达。此外,当暴露于 ox-LDL 时,过表达 SIRT4 或 RFX7 会使 JAK2/STAT3 信号失活,导致血管内皮细胞增殖和迁移减少,血管内皮细胞凋亡增加。通过 SIRT4 介导的 JAK2/STAT3 通路失活,RFX7 的高表达抑制了 ox-LDL 刺激下 VSMC 的增殖和迁移。
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引用次数: 0
Clinical Value of Troponin Levels to Cardiac Function and Prognosis in Patients with Fulminant Myocarditis. 肌钙蛋白水平对暴发性心肌炎患者心功能和预后的临床价值
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-01-01 DOI: 10.1536/ihj.23-589
Naoki Shibata, Toru Kondo, Takahiro Okumura, Takahiro Imaizumi, Kaoru Dohi, Hideo Izawa, Nobuyuki Ohte, Tetsuya Amano, Toyoaki Murohara

Troponin (Tn) is a biomarker related to myocardial necrosis and is elevated in patients with myocarditis. This study aimed to investigate the association between cardiac Tn levels and the course of cardiac function, and prognosis in patients with fulminant myocarditis (FM) receiving percutaneous mechanical circulatory support (MCS).We used data from a multicenter retrospective registry, CHANGE PUMP 2, which included 216 patients with FM who required MCS. Among them, 141 patients whose Tn levels were available were analyzed. The patients were divided into low and high Tn groups according to the median values of TnT and TnI.The median age was 54 years, and 59.6% were male. The TnT and TnI on day 1 (at MCS initiation) were 3.8 (1.4-10.0) and 21.4 (8.4-68.8) ng/mL. While the left ventricular ejection fraction (LVEF) was similar on day 1 (25.0% versus 24.5%), the low Tn group showed better LVEF improvement on day 7 than the high Tn group (45.0% versus 25.3%, P < 0.001). LVEF at 1 year after admission was higher in the low Tn group (65.0% versus 59.7%, P = 0.039). The low Tn group had a better 90-day composite endpoint in death, durable left ventricular assist device implantation, and heart transplantation compared to the high Tn group (hazard ratio 0.47, 95% CI 0.23-0.95).Tn levels were associated with short- and long-term cardiac recovery and adverse outcomes in patients with FM receiving MCS due to cardiogenic shock.

肌钙蛋白(Tn)是一种与心肌坏死相关的生物标志物,在心肌炎患者中会升高。本研究旨在探讨接受经皮机械循环支持(MCS)的暴发性心肌炎(FM)患者的心脏 Tn 水平与心功能病程和预后之间的关系。我们对其中 141 名 Tn 水平可用的患者进行了分析。根据 TnT 和 TnI 的中位值将患者分为低 Tn 组和高 Tn 组。第 1 天(开始使用 MCS 时)的 TnT 和 TnI 分别为 3.8(1.4-10.0)纳克/毫升和 21.4(8.4-68.8)纳克/毫升。虽然第 1 天的左心室射血分数(LVEF)相似(25.0% 对 24.5%),但低 Tn 组在第 7 天的 LVEF 改善情况优于高 Tn 组(45.0% 对 25.3%,P < 0.001)。入院 1 年后,低 Tn 组的 LVEF 更高(65.0% 对 59.7%,P = 0.039)。与高Tn组相比,低Tn组在死亡、持久左心室辅助装置植入和心脏移植方面的90天综合终点更好(危险比为0.47,95% CI为0.23-0.95)。Tn水平与因心源性休克而接受MCS的FM患者的短期和长期心脏恢复及不良预后有关。
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引用次数: 0
Association Between Late Gadolinium Enhancement with or Without Reverse Remodeling and Prognosis. 伴有或不伴有逆重塑的晚期钆增强与预后之间的关系
IF 1.2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-01-01 DOI: 10.1536/ihj.24-087
Toshinaru Kawakami, Kazuyuki Yahagi, Asahi Oshima, Yuki Gonda, Daiki Yoshiura, Yu Horiuchi, Masahiko Asami, Hitomi Yuzawa, Kota Komiyama, Jun Tanaka, Jiro Aoki, Kengo Tanabe

Late gadolinium enhancement (LGE) in cardiovascular magnetic resonance imaging (CMR) prevents left ventricular reverse remodeling (LVRR), resulting in a poor prognosis. However, the prognosis of patients who have LGE and achieve LVRR and patients who do not have LGE and do not achieve LVRR remains unknown. This study aimed to answer this question by sorting patients with heart failure based on the presence of LGE and LVRR and comparing their prognoses. Another aim was to identify useful factors for predicting LVRR.All patients were followed-up for 24 months. LVRR was defined as a ≥ 10% increase at the last follow-up at 12 ± 6 months from baseline, on echocardiography. The primary endpoint was a composite of cardiovascular death and hospitalization due to worsening heart failure within 18 ± 6 months. Baseline data and data from each outpatient visit were collected and analyzed. We enrolled 80 consecutive patients with heart failure and reduced left ventricular ejection fraction (< 50%) who underwent CMR.LGE was positive in 40 patients (50.0%) and LVRR was observed in 50 patients (63%). The incidence of the primary endpoint was significantly lower in the group that achieved LVRR, regardless of LGE status (LGE-positive group, P = 0.01; LGE-negative group, P = 0.02). In the multivariate analysis, the percentage change in NT-pro BNP levels at 3 months, NT-pro BNP levels at 6 months, and age were independent predictors of LVRR.LGE-positive patients may have a better prognosis if they achieve LVRR. Serial NT-pro BNP testing may be a valuable predictor of LVRR.

心血管磁共振成像(CMR)中的晚期钆增强(LGE)可阻止左心室反向重塑(LVRR),导致不良预后。然而,有 LGE 并达到左心室反向重塑的患者与没有 LGE 也没有达到左心室反向重塑的患者的预后仍不清楚。本研究旨在回答这一问题,根据 LGE 和 LVRR 的存在对心衰患者进行分类,并比较他们的预后。另一个目的是确定预测 LVRR 的有用因素。LVRR的定义是:在最后一次随访时,即12±6个月时,超声心动图检查结果比基线增加≥10%。主要终点是心血管死亡和在 18±6 个月内因心衰恶化住院的复合终点。我们收集并分析了基线数据和每次门诊的数据。我们连续招募了80名左心室射血分数降低(小于50%)的心衰患者进行CMR检查。40名患者(50.0%)LGE呈阳性,50名患者(63%)观察到LVRR。无论 LGE 状态如何,达到 LVRR 的患者组主要终点的发生率明显较低(LGE 阳性组,P = 0.01;LGE 阴性组,P = 0.02)。在多变量分析中,3 个月时的 NT-pro BNP 水平变化百分比、6 个月时的 NT-pro BNP 水平和年龄是 LVRR 的独立预测因素。连续的 NT-pro BNP 检测可能是预测 LVRR 的重要指标。
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引用次数: 0
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International heart journal
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