Electrocardiogram

心电图
  • 文章类型: Journal Article
    心室复极延长与心血管疾病有关。我们试图研究老年人心室复极延长与轻度认知障碍(MCI)的关系以及潜在的潜在神经病理机制。这项横断面研究纳入了4328名无痴呆参与者(年龄≥65岁;56.8%为女性),他们接受了中国农村地区延缓痴呆和残疾的多领域干预措施的基线检查;其中,989进行了结构性脑磁共振成像(MRI)扫描。QT,QTc,JT,JTc,QRS间期来自12导联心电图。MCI,遗忘型MCI(aMCI),根据Petersen的标准定义非遗忘型MCI(naMCI)。灰质体积(GM),白质,脑脊液,总白质高强度(WMH),脑室周围WMH(PWMH),和深度WMH(DWMH)自动估计。使用逻辑和一般线性回归模型分析数据。延长QT,QTc,JT,和JTc间期与MCI和aMCI的可能性增加显着相关,但与naMCI无关(p<0.05)。在MRI子样本中,QT,QTc,JT,和JTc间隔与较大的WMH和PWMH总体积显着相关(p<0.05),但不是DWMH卷。检测到统计相互作用,因此,仅在有冠心病或无APOEε4等位基因的参与者中,QT和JT间期延长与GM体积减少显着相关(p<0.05)。在一般老年人群中,心室复极延长与MCI和脑微血管病变相关。这是在QT间期延长的老年人中进行认知评估和脑MRI检查的重要性的基础。
    Prolonged ventricular repolarization has been associated with cardiovascular disease. We sought to investigate the association of prolonged ventricular repolarization with mild cognitive impairment (MCI) and the potential underlying neuropathological mechanisms in older adults. This cross-sectional study included 4328 dementia-free participants (age ≥ 65 years; 56.8% female) in the baseline examination of the Multidomain INterventions to delay dementia and Disability in rural China; of these, 989 undertook structural brain magnetic resonance imaging (MRI) scans. QT, QTc, JT, JTc, and QRS intervals were derived from 12-lead electrocardiograph. MCI, amnestic MCI (aMCI), and non-amnestic MCI (naMCI) were defined following the Petersen\'s criteria. Volumes of gray matter (GM), white matter, cerebrospinal fluid, total white matter hyperintensities (WMH), periventricular WMH (PWMH), and deep WMH (DWMH) were automatically estimated. Data were analyzed using logistic and general linear regression models. Prolonged QT, QTc, JT, and JTc intervals were significantly associated with an increased likelihood of MCI and aMCI, but not naMCI (p < 0.05). In the MRI subsample, QT, QTc, JT, and JTc intervals were significantly associated with larger total WMH and PWMH volumes (p < 0.05), but not with DWMH volume. Statistical interactions were detected, such that prolonged QT and JT intervals were significantly associated with reduced GM volume only among participants with coronary heart disease or without APOE ε4 allele (p < 0.05). Prolonged ventricular repolarization is associated with MCI and cerebral microvascular lesions in a general population of older adults. This underlies the importance of cognitive assessments and brain MRI examination among older adults with prolonged QT interval.
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  • 文章类型: Case Reports
    磷酸肌醇3-激酶(PI3K)抑制剂已显示出与内分泌治疗对ER/PIK3CA突变的乳腺癌的协同抗癌作用。用于癌症治疗的PI3K抑制剂变得越来越普遍。越来越需要了解他们的心脏不良事件。在这份报告中,我们描述了一名正在接受PI3Kα抑制剂与氟维司群的Ib期临床研究的患者的近致死性混合心律失常的特征.随后,患者通过心肺复苏存活,因此没有死亡.该病例强调PI3K抑制剂可诱导QT/QTc延长并使患者易患TdP。QT/QTc延长与心脏复极延长的组合,例如用PI3Kα抑制剂治疗期间的房室传导阻滞,可能加重TdP的发生。调整停药和继续用药的标准(基线时QTc间期<500和<60ms)或选择其他类型的替代治疗方案可能是更安全的策略。该报告为临床医生在抗癌治疗期间早期识别和预防致命心律失常的发生提供了一些思路。
    Phosphoinositide 3-kinase (PI3K) inhibitors have shown synergistic anticancer effects with endocrine therapy against ER+/PIK3CA-mutated breast cancer. PI3K inhibitors for cancer therapy are becoming more common. There is an increasing need to understand their cardiac adverse events. In this report, we describe the features of near-fatal mixed arrhythmias in a patient who was undergoing a phase Ib clinical study of PI3Kα inhibitor with fulvestrant. Subsequently, the patient survived by cardiopulmonary resuscitation and therefore did not die. This case highlights that PI3K inhibitors can induce QT/QTc prolongation and predispose patients to TdP. The combination of QT/QTc prolongation in combination with prolonged cardiac repolarization, such as an AV block during treatment with PI3Kα inhibitor, may aggravate the occurrence of TdP. It is likely to be a safer strategy to adjust the standard of discontinuing drugs and continuing drugs (QTc interval was <500 and <60 ms at baseline) or choose other types of alternative treatment options. This report provided some ideas for clinicians to identify early and prevent the occurrence of fatal arrhythmias during anticancer treatment.
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  • 文章类型: Case Reports
    背景:肺栓塞(PE)表现出与急性冠脉综合征(ACS)相似的临床特征,包括心电图异常和肌钙蛋白水平升高,这在紧急情况下经常导致误诊。
    方法:这里,我们报告了一例PE与慢性冠脉综合征同时发生的病例,患者的病情被模拟ACS的症状所掩盖。一名68岁的晕厥女性出现在医院。一被录取,她被发现肌钙蛋白水平升高,心电图显示多条导线的ST段变化,最初导致ACS的诊断。急诊冠状动脉造影显示右冠状动脉左心室后支闭塞,但是基于干预的复杂性,闭塞被认为是慢性的而非急性的.入院后第3天,患者反复出现胸闷和呼吸急促,经紧急计算机断层扫描肺动脉造影证实为急性PE。标准化抗凝治疗后,患者病情好转,随后出院。
    结论:本病例报告强调了认识PE非特异性特征的重要性。临床医生在识别其他难以解释的伴随预期疾病的临床特征时应该保持警惕,有必要仔细查明原因,以防止漏诊或误诊。
    BACKGROUND: Pulmonary embolisms (PEs) exhibit clinical features similar to those of acute coronary syndrome (ACS), including electrocardiographic abnormalities and elevated troponin levels, which frequently lead to misdiagnoses in emergency situations.
    METHODS: Here, we report a case of PE coinciding with chronic coronary syndrome in which the patient\'s condition was obscured by symptoms mimicking ACS. A 68-year-old female with syncope presented to the hospital. Upon admission, she was found to have elevated troponin levels and an electrocardiogram showing ST-segment changes across multiple leads, which initially led to a diagnosis of ACS. Emergency coronary arteriography revealed occlusion of the posterior branches of the left ventricle of the right coronary artery, but based on the complexity of the intervention, the occlusion was considered chronic rather than acute. On the 3rd day after admission, the patient experienced recurrent chest tightness and shortness of breath, which was confirmed as acute PE by emergency computed tomography pulmonary angiography. Following standardized anticoagulation treatment, the patient improved and was subsequently discharged.
    CONCLUSIONS: This case report highlights the importance of recognizing the nonspecific features of PE. Clinicians should be vigilant when identifying other clinical features that are difficult to explain accompanying the expected disease, and it is necessary to carefully identify the causes to prevent missed diagnoses or misdiagnoses.
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  • 文章类型: Journal Article
    背景:我们旨在评估中性粒细胞弹性蛋白酶抑制剂的疗效,sivelestat,在脓毒症诱导的急性呼吸窘迫综合征(ARDS)和脓毒性心肌病(SCM)的治疗中。
    方法:在2019年1月至2021年12月之间,我们在武汉协和医院对被诊断为脓毒症诱发的急性呼吸窘迫综合征(ARDS)和脓毒症心肌病(SCM)的患者进行了一项随机试验。采用随机包络法将患者分为两组,Sivelestat组和对照组。我们测量了血清白细胞介素(IL)-6,IL-8,肿瘤坏死因子-α(TNF-α)的浓度,和高流动性组盒1(HMGB1)在五个时间点,这是基线,12h,24h,48h,入住ICU后72小时。我们通过超声检查评估了心脏功能和心率变异性(HRV),并在入住重症监护病房(ICU)至Sivelestat治疗后72小时之间进行了24小时Holter记录。
    结果:从2019年1月至2021年12月,本研究共纳入70例患者。不同时间点Sivelestat组IL-6、IL-8、TNF-α水平均显著降低(12h,24h,48h,和72小时)。在Sivelestat治疗后72小时,HMGB1水平显着降低(19.46±2.63pg/mL与21.20±2.03pg/mL,P=0.003)。冲程容积(SV),三尖瓣环平面收缩期偏移(TAPSE),早期至晚期舒张血流速度(E/A),与Sivelestat组相比,对照组的早期(e\')和晚期(a\')舒张明显较低。与Sivelestat组相比,对照组的Tei指数较高(0.60±0.08vs.0.56±0.07,P=0.029)。HRV结果显示正常到正常间隔(SDNN)的标准偏差存在显着差异,低频(LF),和LF/HF(高频)两组之间。
    结论:西维来司可显著降低血清炎症因子水平,改善心脏功能,并降低脓毒症诱导的ARDS和SCM患者的心率变异性。
    BACKGROUND: We aimed to assess the efficacy of the neutrophil elastase inhibitor, sivelestat, in the treatment of sepsis-induced acute respiratory distress syndrome (ARDS) and septic cardiomyopathy (SCM).
    METHODS: Between January 2019 and December 2021, we conducted a randomized trial on patients who had been diagnosed with sepsis-induced acute respiratory distress syndrome (ARDS) and septic cardiomyopathy (SCM) at Wuhan Union Hospital. The patients were divided into two groups by random envelop method, the Sivelestat group and the Control group. We measured the serum concentrations of Interleukin (IL)-6, IL-8, Tumor necrosis factor-α (TNF-α), and High-mobility group box 1 (HMGB1) at five time points, which were the baseline, 12 h, 24 h, 48 h, and 72 h after admission to the ICU. We evaluated the cardiac function by sonography and the heart rate variability (HRV) with 24-hour Holter recording between the time of admission to the intensive care unit (ICU) and 72 h after Sivelestat treatment.
    RESULTS: From January 2019 to December 2021, a total of 70 patients were included in this study. The levels of IL-6, IL-8, and TNF-α were significantly lower in the Sivelestat group at different time points (12 h, 24 h, 48 h, and 72 h). HMGB1 levels were significantly lower at 72 h after Sivelestat treatment (19.46 ± 2.63pg/mL vs. 21.20 ± 2.03pg/mL, P = 0.003). The stroke volume (SV), tricuspid annular plane systolic excursion (TAPSE), early to late diastolic transmitral flow velocity (E/A), early (e\') and late (a\') diastoles were significantly low in the Control group compared with the Sivelestat group. Tei index was high in the Control group compared with the Sivelestat group (0.60 ± 0.08 vs. 0.56 ± 0.07, P = 0.029). The result of HRV showed significant differences in standard deviation of normal-to-normal intervals (SDNN), low frequency (LF), and LF/HF (high frequency) between the two groups.
    CONCLUSIONS: Sivelestat can significantly reduce the levels of serum inflammatory factors, improve cardiac function, and reduce heart rate variability in patients with Sepsis-induced ARDS and SCM.
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  • 文章类型: Journal Article
    心房颤动(AF)是一种常见的心律失常,出院,可穿戴,长期心电图(ECG)监测有助于早期发现房颤.ECG中运动伪影(MA)的存在可以显著影响ECG信号的特征并且阻碍AF的早期检测。研究表明,(a)在自适应滤波(ADF)中使用与MA具有强相关性的参考信号可以从ECG中消除MA,和(b)当不存在MA时,人工智能(AI)算法可以识别AF。然而,没有文献报道ADF是否可以提高AI在MAs存在时识别AF的准确性。因此,本文研究了当ECG人工引入MA并由ADF处理时,AF的AI识别准确性。在这项研究中,将具有从+8dB到-16dB范围的不同信噪比的13种类型的MA信号人为地添加到AFECG数据集。首先,对于具有MA的信号,获得了使用AI的AF识别的准确性。其次,通过ADF移除MA后,使用AI进一步识别信号,以获得AF识别的准确性.我们发现在接受ADF后,在所有MA强度下,AF的AI识别精度都得到了提高,最大提高60%。
    Atrial fibrillation (AF) is a common arrhythmia, and out-of-hospital, wearable, long-term electrocardiogram (ECG) monitoring can help with the early detection of AF. The presence of a motion artifact (MA) in ECG can significantly affect the characteristics of the ECG signal and hinder early detection of AF. Studies have shown that (a) using reference signals with a strong correlation with MAs in adaptive filtering (ADF) can eliminate MAs from the ECG, and (b) artificial intelligence (AI) algorithms can recognize AF when there is no presence of MAs. However, no literature has been reported on whether ADF can improve the accuracy of AI for recognizing AF in the presence of MAs. Therefore, this paper investigates the accuracy of AI recognition for AF when ECGs are artificially introduced with MAs and processed by ADF. In this study, 13 types of MA signals with different signal-to-noise ratios ranging from +8 dB to -16 dB were artificially added to the AF ECG dataset. Firstly, the accuracy of AF recognition using AI was obtained for a signal with MAs. Secondly, after removing the MAs by ADF, the signal was further identified using AI to obtain the accuracy of the AF recognition. We found that after undergoing ADF, the accuracy of AI recognition for AF improved under all MA intensities, with a maximum improvement of 60%.
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  • 文章类型: Journal Article
    心脏病是世界上主要的死亡原因。基于心电图(ECG)的诊断模型通常受到高质量数据的稀缺性和数据不平衡问题的限制。为了应对这些挑战,我们提出了一个条件生成对抗网络(CECG-GAN)。该策略使得能够产生紧密近似ECG数据分布的样本。此外,CECG-GAN解决波形抖动,处理速度较慢,和数据集不平衡问题,通过变压器架构的集成。我们使用两个数据集评估了这种方法:MIT-BIH和CSPC2020。实验结果表明,CECG-GAN具有出色的性能指标。值得注意的是,百分比均方根差异(PRD)达到55.048,表明生成的和实际的ECG波形之间的高度相似性。此外,Fréchet距离(FD)约为1.139,均方根误差(RMSE)记录为0.232,平均绝对误差(MAE)记录为0.166。
    Heart disease is the world\'s leading cause of death. Diagnostic models based on electrocardiograms (ECGs) are often limited by the scarcity of high-quality data and issues of data imbalance. To address these challenges, we propose a conditional generative adversarial network (CECG-GAN). This strategy enables the generation of samples that closely approximate the distribution of ECG data. Additionally, CECG-GAN addresses waveform jitter, slow processing speeds, and dataset imbalance issues through the integration of a transformer architecture. We evaluated this approach using two datasets: MIT-BIH and CSPC2020. The experimental results demonstrate that CECG-GAN achieves outstanding performance metrics. Notably, the percentage root mean square difference (PRD) reached 55.048, indicating a high degree of similarity between generated and actual ECG waveforms. Additionally, the Fréchet distance (FD) was approximately 1.139, the root mean square error (RMSE) registered at 0.232, and the mean absolute error (MAE) was recorded at 0.166.
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  • 文章类型: Journal Article
    心律失常是潜在心血管疾病(CVD)的重要指标,在全球范围内普遍存在。准确诊断心律失常是及时有效治疗的关键。心电图(ECG)在心律失常的诊断中起着关键作用。随着深度学习和机器学习过程在临床领域的不断发展,ECG处理算法在及时准确诊断心律失常方面取得了显著进展。
    在这项研究中,我们将小波时频映射与新颖的SwinTransformer深度学习模型相结合,用于自动检测心律失常。在具体实践中,我们使用了MIT-BIH心律失常数据集,为了提高信号质量,我们去除了高频噪声,神器,采用小波阈值法,对心电信号中的肌电信号噪声和呼吸运动的影响进行了特征提取,并绘制了小波时频图,将心电信号的时频信息可视化;我们引入了SwinTransformer模型进行分类,通过分层构造和自注意机制实现了心电信号的高分类精度,并结合了窗口式多头自注意(W-MSA)和基于移动窗口的多头自注意(SW-MSA),以综合利用本地和全球信息。
    为了增强实验结果的可信度,我们使用患者内和患者间范式分析来评估性能,模型分类准确率达到99.34%和98.37%,分别,优于目前可用的检测方法。
    结果表明,我们提出的方法优于目前可用的检测心律失常ECG的方法。这为基于心电图的心律失常诊断提供了新的思路。
    UNASSIGNED: Arrhythmia is an important indication of underlying cardiovascular diseases (CVD) and is prevalent worldwide. Accurate diagnosis of arrhythmia is crucial for timely and effective treatment. Electrocardiogram (ECG) plays a key role in the diagnosis of arrhythmia. With the continuous development of deep learning and machine learning processes in the clinical field, ECG processing algorithms have significantly advanced the field with timely and accurate diagnosis of arrhythmia.
    UNASSIGNED: In this study, we combined the wavelet time-frequency maps with the novel Swin Transformer deep learning model for the automatic detection of cardiac arrhythmias. In specific practice, we used the MIT-BIH arrhythmia dataset, and to improve the signal quality, we removed the high-frequency noise, artifacts, electromyographic noise and respiratory motion effects in the ECG signals by the wavelet thresholding method; we used the complex Morlet wavelet for the feature extraction, and plotted wavelet time-frequency maps to visualise the time-frequency information of the ECG; we introduced the Swin Transformer model for classification and achieve high classification accuracy of ECG signals through hierarchical construction and self attention mechanism, and combines windowed multi-head self-attention (W-MSA) and shifted window-based multi-head self-attention (SW-MSA) to comprehensively utilise the local and global information.
    UNASSIGNED: To enhance the confidence of the experimental results, we evaluated the performance using intra-patient and inter-patient paradigm analyses, and the model classification accuracies reached 99.34% and 98.37%, respectively, which are better than the currently available detection methods.
    UNASSIGNED: The results reveal that our proposed method is superior to currently available methods for detecting arrhythmia ECG. This provides a new idea for ECG based arrhythmia diagnosis.
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  • 文章类型: Letter
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  • 文章类型: Journal Article
    我们描述了一名82岁的男子,他在失去知觉后被送往我们的急诊室。他的心电图(ECG)显示V4-V6导联ST段抬高,心肌肌钙蛋白I(cTnI)异常升高。除了ECG和cTnI变化,这个病人伴有无意识,高烧,肝功能异常,急性肾功能衰竭,和横纹肌溶解症.最初的诊断是中暑,所以立即启动了冷却措施,但怀疑并发心肌梗死.同时,进行了紧急冠状动脉造影,但未发现严重冠状动脉狭窄或血栓形成。我们首先评估了中暑患者的定量流量比(QFR)和冠状动脉造影得出的微血管阻力指数(ca-IMR)。左旋支动脉Ca-IMR为260mmHg*s/m,表明存在冠状动脉微血管功能障碍(CMD)。经过几天的治疗,患者从多器官损伤中康复。因此,在高温季节,高热和昏迷的患者应仔细解释心电图和肌钙蛋白结果。
    We described an 82-year-old man who was taken to our emergency department after being found unconscious. His electrocardiogram (ECG) showed ST-segment elevation in leads V4-V6 and cardiac troponin I (cTnI) was abnormally elevated. In addition to ECG and cTnI changes, this patient was combined with unconsciousness, high fever, abnormal liver function, acute renal failure, and rhabdomyolysis. The initial diagnosis was heat stroke, so cooling measures were initiated immediately, but a concurrent myocardial infarction was suspected. Meanwhile, emergency coronary angiography was performed, but no severe coronary stenosis or thrombosis was found. We first evaluated quantitative flow ratio (QFR) and coronary angiography-derived index of microvascular resistance (ca-IMR) in patients with heat stroke. Ca-IMR was 260 mmHg*s/m in the left circumflex artery, indicating the presence of coronary microvascular dysfunction (CMD). After several days of treatment, the patient recovered from multiple organ damage. Therefore, ECG and troponin results should be interpreted carefully in patients with high fever and coma during high temperature seasons.
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  • 文章类型: Case Reports
    当急性肺栓塞的心电图与急性心肌梗死的心电图相似时,很难快速有效地区分这两种疾病。我们介绍了一名50岁的急性肺栓塞患者。他的心电图显示左冠状动脉主干部分闭塞,I段ST段压低,II,aVF,V3到V6,aVR中的ST段抬高,V1和S1Q3T3。有创冠状动脉造影未显示冠状动脉狭窄,然后迅速进行肺动脉造影,显示大量的双侧急性肺栓塞。心电图不能有效区分急性肺栓塞和左冠状动脉主干部分闭塞。对于血流动力学不稳定的患者,如果无法及时进行超声检查,有创冠状动脉造影和肺动脉造影的结合可作为区分急性肺栓塞和左主干部分闭塞的一种选择.
    When the electrocardiogram of acute pulmonary embolism is similar to that of acute myocardial infarction, it is difficult to distinguish between the two diseases quickly and effectively. We present the case of a 50-year-old man with acute pulmonary embolism. His electrocardiogram showed subtotal occlusion of the left main coronary artery with ST segment depression in I, II, aVF, V3 to V6, ST segment elevation in aVR, V1 and S1Q3T3. Invasive coronary angiography did not show coronary artery stenosis, then pulmonary angiography was performed quickly which showed massive bilateral acute pulmonary embolism. Electrocardiogram cannot effectively distinguish acute pulmonary embolism from subtotal occlusion of the left main coronary artery. For patients with hemodynamic instability, if ultrasound cannot be performed in time, the combination of invasive coronary angiography and pulmonary angiography can be an option to distinguish acute pulmonary embolism from subtotal occlusion of the left main coronary artery and to treat.
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