Heart Diseases

心脏病
  • 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: Dataset
    心脏磁共振成像(CMR)已成为心脏病的有价值的诊断工具。然而,CMR的一个显著缺点是成像速度慢,导致患者吞吐量低,临床诊断质量受损。有限的时间分辨率还会导致患者不适,并在图像中引入伪影。进一步降低其整体质量和诊断价值。人们对基于深度学习的CMR成像算法越来越感兴趣,该算法可以从高度欠采样的k空间数据中重建高质量的图像。然而,深度学习方法的发展需要大量的训练数据集,到目前为止,还没有公开提供给CMR。为了解决这个差距,我们发布了一个包含多对比度的数据集,多视图,来自300名受试者的多层和多线圈CMR成像数据。成像研究包括心脏电影和标测序列。“CMRxRecon”数据集包含原始k空间数据和自动校准线。我们的目标是通过引入标准化的评估标准并使研究社区可以自由访问数据集,从而促进最先进的CMR图像重建的进步。
    Cardiac magnetic resonance imaging (CMR) has emerged as a valuable diagnostic tool for cardiac diseases. However, a significant drawback of CMR is its slow imaging speed, resulting in low patient throughput and compromised clinical diagnostic quality. The limited temporal resolution also causes patient discomfort and introduces artifacts in the images, further diminishing their overall quality and diagnostic value. There has been growing interest in deep learning-based CMR imaging algorithms that can reconstruct high-quality images from highly under-sampled k-space data. However, the development of deep learning methods requires large training datasets, which have so far not been made publicly available for CMR. To address this gap, we released a dataset that includes multi-contrast, multi-view, multi-slice and multi-coil CMR imaging data from 300 subjects. Imaging studies include cardiac cine and mapping sequences. The \'CMRxRecon\' dataset contains raw k-space data and auto-calibration lines. Our aim is to facilitate the advancement of state-of-the-art CMR image reconstruction by introducing standardized evaluation criteria and making the dataset freely accessible to the research community.
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  • 文章类型: Journal Article
    背景:左心室血栓(LVT)是心肌梗死后的严重并发症。然而,由于其无症状的性质,早期检测具有挑战性。我们旨在探讨在心肌梗死的急性至亚急性和慢性期发现的LVT临床相关性的差异。
    方法:我们收集了2013年1月至2022年12月在青岛大学附属医院诊断为心肌梗死后LVT的153例患者的数据。基线信息,炎症标志物,收集经胸超声心动图(TTE)数据和其他临床相关性。根据进行超声心动图检查的时间,将患者分为急性至亚急性期组(<30天)和慢性期组(30天及之后)。90天内血栓消退被视为主要终点事件。我们拟合了逻辑回归模型,将临床相关性与相特异性血栓分辨率相关联。
    结果:对于急性至亚急性期血栓患者:C反应蛋白水平(OR:0.95,95%CI:0.918-0.983,p=0.003)与血栓消退显著相关。对于慢性期血栓患者:抗凝治疗与血栓消退的5.717倍几率相关(OR:5.717,95%CI:1.543-21.18,p=0.009)。
    结论:较高的CRP水平与急性期心肌梗死患者LVT消退的可能性较低相关;慢性期心肌梗死患者仍需要抗凝治疗。
    BACKGROUND: Left ventricular thrombus (LVT) is a serious complication after myocardial infarction. However, due to its asymptomatic nature, early detection is challenging. We aimed to explore the differences in clinical correlates of LVT found in acute to subacute and chronic phases of myocardial infarction.
    METHODS: We collected data from 153 patients who were diagnosed with LVT after myocardial infarction at the Affiliated Hospital of Qingdao University from January 2013 to December 2022. Baseline information, inflammatory markers, transthoracic echocardiograph (TTE) data and other clinical correlates were collected. Patients were categorized into acute to subacute phase group (< 30 days) and chronic phase group (30 days and after) according to the time at which echocardiograph was performed. The resolution of thrombus within 90 days is regarded as the primary endpoint event. We fitted logistic regression models to relating clinical correlates with phase-specific thrombus resolution.
    RESULTS: For acute to subacute phase thrombus patients: C-reactive protein levels (OR: 0.95, 95% CI: 0.918-0.983, p = 0.003) were significantly associated with thrombus resolution. For chronic phase thrombus patients: anticoagulant treatment was associated with 5.717-fold odds of thrombus resolution (OR: 5.717, 95% CI: 1.543-21.18, p = 0.009).
    CONCLUSIONS: Higher levels of CRP were associated with lower likelihood of LVT resolution in acute phase myocardial infarction; Anticoagulant therapy is still needed for thrombus in the chronic stage of myocardial infarction.
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  • 文章类型: Journal Article
    背景:高血压性心脏病(HHD)的患病率很高,目前没有简单的方法可以检测早期HHD。探索使用心脏磁共振(CMR)非增强电影序列的影像组学在诊断HHD和高血压引起的潜在心脏变化中的应用。
    方法:132例接受CMR扫描的患者分为:HHD(42),心脏结构和功能正常的高血压(HWN)组(46),和正常对照(NOR)组(44)。将CMR短轴电影序列图像的舒张末期(ED)和收缩末期(ES)阶段的心肌区域分割为感兴趣区域(ROI)。三个特征子集(ED,ES,和ED结合ES)是在放射学最小绝对收缩和选择算子特征选择后建立的。使用随机森林(RF)建立了9个放射学模型,支持向量机(SVM),天真的贝叶斯。使用接收器工作特性曲线分析了模型性能,以及准确性等指标,曲线下面积(AUC),精度,召回,和特异性。
    结果:特征子集包括一阶,形状,和纹理特征。ED与ES相结合的SVM达到了最高的精度(0.833),宏观平均AUC为0.941。HHD的AUC,HWN,和NOR鉴定分别为0.967、0.876和0.963。精度分别为0.972、0.740和0.826;召回分别为0.833、0.804和0.863;特异性分别为0.989、0.863和0.909。
    结论:使用CMR非增强电影序列的Radiomics技术可以检测由于高血压引起的早期心脏变化。它有望用于筛查早期HHD的潜在心脏损害。
    BACKGROUND: The prevalence of hypertensive heart disease (HHD) is high and there is currently no easy way to detect early HHD. Explore the application of radiomics using cardiac magnetic resonance (CMR) non-enhanced cine sequences in diagnosing HHD and latent cardiac changes caused by hypertension.
    METHODS: 132 patients who underwent CMR scanning were divided into groups: HHD (42), hypertension with normal cardiac structure and function (HWN) group (46), and normal control (NOR) group (44). Myocardial regions of the end-diastolic (ED) and end-systolic (ES) phases of the CMR short-axis cine sequence images were segmented into regions of interest (ROI). Three feature subsets (ED, ES, and ED combined with ES) were established after radiomic least absolute shrinkage and selection operator feature selection. Nine radiomic models were built using random forest (RF), support vector machine (SVM), and naive Bayes. Model performance was analyzed using receiver operating characteristic curves, and metrics like accuracy, area under the curve (AUC), precision, recall, and specificity.
    RESULTS: The feature subsets included first-order, shape, and texture features. SVM of ED combined with ES achieved the highest accuracy (0.833), with a macro-average AUC of 0.941. AUCs for HHD, HWN, and NOR identification were 0.967, 0.876, and 0.963, respectively. Precisions were 0.972, 0.740, and 0.826; recalls were 0.833, 0.804, and 0.863, respectively; and specificities were 0.989, 0.863, and 0.909, respectively.
    CONCLUSIONS: Radiomics technology using CMR non-enhanced cine sequences can detect early cardiac changes due to hypertension. It holds promise for future use in screening for latent cardiac damage in early HHD.
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  • 文章类型: Journal Article
    脓毒症仍然是新生儿发病率和死亡率的主要来源,和描述的免疫调节在新生儿败血症反应仍然有限。HVEM是一种检查点调节因子,可以刺激或抑制免疫反应,并在脓毒症后表现出改变的表达。我们假设通过HVEM的信号传导对于新生儿对败血症的反应至关重要,因此,阻断该途径将提高败血症挑战的存活率。
    要探索这一点,新生小鼠用盲肠浆液(CS)治疗,CS与抗HVEM抗体(CS-Ab)或具有同种型的CS(CS-IT)并随后存活7天。所有治疗组的小鼠都有胸腺,肺,收集肾脏和腹膜液,称重,染色用于组织学评估,用超声心动图评估心功能的变化。
    CS-Ab小鼠(72.2%)的死亡率显著高于CS-IT小鼠(22.2%)。CS导致肺泡重塑失调,但CS-Ab肺表现出的功能失调性肺泡重塑明显少于单纯CS(MCL121.0CSvs.87.6CS-Ab),以及肾小管空泡化增加。在CS-Ab和CS-IT之间未发现肺泡间隔或胸腺核破裂的形态学差异。CS-Ab幼犬的心率显着降低(390.3Shvs.342.1CS-Ab),每搏输出量(13.08CS-ITvs.8.83CS-Ab)和最终心输出量(4.90Shvs.3.02CS-Ab)以及射血分数显着增加(73.74Shvs.83.75CS-Ab)和心脏劳损(40.74Shvs.51.16CS-Ab)与CS-IT或假动物相比。
    当HVEM信号传导方面的受体连接时,通过抗体阻断,似乎减轻了肺损伤和胸腺退化的方面,通过HVEM的刺激信号传导似乎对于血管和血液动力学弹性以及新生小鼠的整体存活仍然是必需的,以应对这种实验性的多微生物败血症。新生动物中抗HVEM中和抗体活性的这种不一致说明了在新生人群中应如何考虑和处理败血症性心功能障碍的差异。
    UNASSIGNED: Sepsis remains a major source of morbidity and mortality in neonates, and characterization of immune regulation in the neonatal septic response remains limited. HVEM is a checkpoint regulator which can both stimulate or inhibit immune responses and demonstrates altered expression after sepsis. We hypothesized that signaling via HVEM would be essential for the neonatal response to sepsis, and that therefore blockade of this pathway would improve survival to septic challenge.
    UNASSIGNED: To explore this, neonatal mice were treated with cecal slurry (CS), CS with Anti-HVEM antibody (CS-Ab) or CS with isotype (CS-IT) and followed for 7-day survival. Mice from all treatment groups had thymus, lung, kidney and peritoneal fluid harvested, weighed, and stained for histologic evaluation, and changes in cardiac function were assessed with echocardiography.
    UNASSIGNED: Mortality was significantly higher for CS-Ab mice (72.2%) than for CS-IT mice (22.2%). CS resulted in dysregulated alveolar remodeling, but CS-Ab lungs demonstrated significantly less dysfunctional alveolar remodeling than CS alone (MCL 121.0 CS vs. 87.6 CS-Ab), as well as increased renal tubular vacuolization. No morphologic differences in alveolar septation or thymic karyorrhexis were found between CS-Ab and CS-IT. CS-Ab pups exhibited a marked decrease in heart rate (390.3 Sh vs. 342.1 CS-Ab), stroke volume (13.08 CS-IT vs. 8.83 CS-Ab) and ultimately cardiac output (4.90 Sh vs. 3.02 CS-Ab) as well as a significant increase in ejection fraction (73.74 Sh vs. 83.75 CS-Ab) and cardiac strain (40.74 Sh vs. 51.16 CS-Ab) as compared to CS-IT or Sham animals.
    UNASSIGNED: While receptor ligation of aspects of HVEM signaling, via antibody blockade, appears to mitigate aspects of lung injury and thymic involution, stimulatory signaling via HVEM still seems to be necessary for vascular and hemodynamic resilience and overall neonatal mouse survival in response to this experimental polymicrobial septic insult. This dissonance in the activity of anti-HVEM neutralizing antibody in neonatal animals speaks to the differences in how septic cardiac dysfunction should be considered and approached in the neonatal population.
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  • 文章类型: Journal Article
    背景:心脏病是世界上许多国家的主要死亡原因,并与许多并发症有关。除了常规的药物治疗,按摩和干罐等补充和替代药物被用来帮助控制疾病和症状。这项研究旨在比较按摩和干拔罐对心脏病患者心律失常的影响。
    方法:这项随机平行对照临床试验研究在克尔曼沙法医院的两个重症监护病房进行,伊朗东南部,2019-2020年。共有90名符合条件的患者被分为三组:按摩(n=30),干拔罐(n=30),和对照(n=30)使用分层区组随机化方法。在按摩小组中,头部和面部连续三个晚上按摩,而干拔罐组在第五颈椎和第二胸椎之间接受干拔罐,持续时间相同。每次干预持续15分钟。数据收集工具包括社会人口统计学和临床特征问卷,血液动力学参数的形式(收缩压,舒张压,心率,呼吸频率,和外周血氧饱和度),以及使用心电图读数评估心律失常的表格。每个疗程后评估参与者的心律失常。
    结果:各组内结果显示,干预后干拔罐组心律失常发生率差异有统计学意义(P<0.05)。但这种差异在按摩组和对照组中没有统计学意义。然而,在组间比较时,三组间无显著差异。此外,两组心律失常类型比较差异无统计学意义(P>0.05)。
    结论:虽然三组之间的心律失常类型没有差异,干拔罐组心律失常的进一步减少可能具有临床意义。建议进一步研究以验证或反驳本研究的发现。
    BACKGROUND: Heart disease is the leading cause of death in many countries around the world and is linked to numerous complications. In addition to conventional pharmacological treatments, complementary and alternative medicines like massage and dry cupping are employed to help manage the disease and its symptoms. This study aimed to compare the effects of massage and dry cupping on dysrhythmia in patients with heart diseases.
    METHODS: This randomized parallel controlled clinical trial study was conducted in two critical care units of Shafa hospital in Kerman, southeastern Iran, in 2019-2020. A total of 90 eligible patients were allocated into three groups: massage (n = 30), dry cupping (n = 30), and control (n = 30) using a stratified block randomization method. In the massage group, the head and face were massaged for three consecutive nights, while the dry cupping group received dry cupping between the fifth cervical vertebra and the second thoracic vertebra for the same duration. Each intervention session lasted 15 min. Data collection tools included a socio-demographic and clinical characteristics questionnaire, a form for hemodynamic parameters (systolic blood pressure, diastolic blood pressure, heart rate, respiratory rate, and peripheral oxygen saturation), and a form for assessing dysrhythmia using electrocardiogram readings. Dysrhythmia in the participants was evaluated after each session.
    RESULTS: The results within each group indicated a statistically significant difference in the prevalence of dysrhythmia in the dry cupping group after the intervention (P < 0.05), but this difference was not statistically significant in the massage and control groups. However, when comparing between the groups, no significant difference was found among the three groups. Additionally, there was no significant difference in the type of dysrhythmia between the groups (P > 0.05).
    CONCLUSIONS: While there was no difference in the type of dysrhythmia between the three groups, the additional reduction of dysrhythmia in the dry cupping group could hold clinical significance. Further studies are recommended to validate or refute the findings of the present study.
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  • 文章类型: Journal Article
    对心脏的损害可以启动修复过程并引起心脏重塑。B细胞在这一过程中发挥重要作用。B细胞被募集到损伤部位并通过分泌抗体和细胞因子激活心脏重塑。不同类型的B细胞在心脏中表现出特定的功能。在所有类型的B细胞中,心脏相关B细胞通过分泌TGFβ1在心脏中发挥重要作用。B细胞参与成纤维细胞的活化并促进心脏纤维化。心脏中B细胞的四种亚型揭示了B细胞异质性与心脏重塑之间的关系。许多心血管疾病,如动脉粥样硬化,心力衰竭(HF),高血压,心肌梗死(MI),扩张型心肌病(DCM)与B细胞有关。这些B细胞相关活性的主要机制将在这篇综述中讨论。这也可能提示潜在的新治疗靶点。
    Damage to the heart can start the repair process and cause cardiac remodeling. B cells play an important role in this process. B cells are recruited to the injured place and activate cardiac remodeling through secreting antibodies and cytokines. Different types of B cells showed specific functions in the heart. Among all types of B cells, heart-associated B cells play a vital role in the heart by secreting TGFβ1. B cells participate in the activation of fibroblasts and promote cardiac fibrosis. Four subtypes of B cells in the heart revealed the relationship between the B cells\' heterogeneity and cardiac remodeling. Many cardiovascular diseases like atherosclerosis, heart failure (HF), hypertension, myocardial infarction (MI), and dilated cardiomyopathy (DCM) are related to B cells. The primary mechanisms of these B cell-related activities will be discussed in this review, which may also suggest potential novel therapeutic targets.
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  • 文章类型: Journal Article
    目的:本研究旨在通过聚类分析将特发性炎症性肌病(IIM)合并心脏受累(IIM-CI)患者根据其临床表型分为不同类别,并探讨其预后差异。
    方法:检索2015年1月至2021年6月北京协和医院收治的IIM-CI患者。临床数据,实验室检查,和治疗进行回顾性审查,结果被追踪了.采用二阶聚类方法进行分类。
    结果:本研究共纳入88例IIM-CI患者,通过聚类分析将其分为两类。第一类包括表现出明显心脏结构和功能变化的患者,如心房和/或心室扩大,以及显著的心功能不全生物标志物,而II类患者表现出更广泛的全身性损伤和严重的骨骼肌无力。相比之下,肺动脉高压(58.8%vs16.7%,p<0.01),心律失常(82.4%vs27.8%,p<0.01),血清抗线粒体M2抗体阳性(52.9%vs5.6%,p<0.01)在第一类中比在第二类中更普遍,和血清N末端B型利钠肽水平(1703.5pg/Lvs364.0pg/L,p=0.02)在I类中显着升高,而骨骼肌无力(50.0%vs74.1%,p=0.02),间质性肺病(20.6%vs63.0%,p<0.01),皮疹(11.8%vs48.1%,p<0.01),关节痛(2.9%vs27.8%,p<0.01),发烧(2.9%vs27.8%,p<0.01),和吞咽困难(2.9%vs22.2%,p<0.01)在II类患者中更为常见。心力衰竭是第一类死亡的主要原因,但严重肺炎是II类死亡的主要原因.
    结论:根据具有独特特征的临床特征确定了两类IIM-CI。两类患者的临床表现存在差异,自身抗体谱,和死亡的主要原因。
    OBJECTIVE: This study aimed to classify idiopathic inflammatory myopathy (IIM) patients with cardiac involvement (IIM-CI) into different categories based on their clinical phenotypes via cluster analysis and to explore their differences in outcomes.
    METHODS: IIM-CI patients admitted to Peking Union Medical College Hospital from January 2015 to June 2021 were retrieved. The clinical data, laboratory examinations, and treatment were retrospectively reviewed, and the outcome was traced. A second-order clustering method was employed for categorization.
    RESULTS: A total of 88 IIM-CI patients were enrolled in this study and were classified into two categories through cluster analysis. Category I consisted of patients who exhibited distinct cardiac structural and functional changes, such as enlargement of atriums and/or ventricles, along with the remarkable heart insufficiency biomarkers, whereas patients of category II displayed more widely systemic injuries and intensive skeletal muscle weakness. In comparison, pulmonary hypertension (58.8% vs 16.7%, p < 0.01), arrhythmia (82.4% vs 27.8%, p < 0.01), and positive serum anti-mitochondrial-M2 antibody (52.9% vs 5.6%, p < 0.01) were more prevalent in category I than in category II, and serum N-terminal pro-B-type natriuretic peptide levels (1703.5 pg/L vs 364.0 pg/L, p = 0.02) were significantly elevated in category I, whereas skeletal muscle weakness (50.0% vs 74.1%, p = 0.02), interstitial lung disease (20.6% vs 63.0%, p < 0.01), skin rash (11.8% vs 48.1%, p < 0.01), arthralgia (2.9% vs 27.8%, p < 0.01), fever (2.9% vs 27.8%, p < 0.01), and dysphagia (2.9% vs 22.2%, p < 0.01) were more common in category II patients. Heart failure was the primary cause of death in category I, but severe pneumonia was predominantly responsible for deaths in category II.
    CONCLUSIONS: Two categories of IIM-CI were identified based on clinical features with distinctive characteristics. Two categories exhibited differences in clinical manifestations, autoantibody profiles, and the primary cause of death.
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  • 文章类型: Letter
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  • 文章类型: Journal Article
    背景:慢性肺病和心脏病更有可能导致卒中发病后的强化终点。我们的目的是研究急性大血管闭塞卒中(ALVOS)患者的血管内血栓切除术(EVT)的特点和结果,并确定慢性心肺疾病合并症在ALVOS发病机制中的作用。
    方法:在这项单中心回顾性研究中,纳入了191名因神经重症监护病房大血管闭塞卒中而接受EVT的连续患者。评估慢性心肺合并症和几种常规卒中危险因素。主要疗效结果是第90天的功能独立性(定义为0至2的mRS)。主要安全性结果为90天内死亡和出现症状性颅内出血(sICH)。单因素分析用于评估因素与临床结局之间的关系,并建立Logistic回归模型来预测ALVOS的预后。
    结果:患有慢性心肺疾病的ALVOS患者的血管内治疗,与没有合并症的人相比,与EVT后24小时NHISS的不利变化相关[8(4,15.25)对12(7.5,18.5),P=0.005]和90天时功能独立的患者百分比较低,定义为0到2的改良Rankin量表得分(51.6%对25.4%,P=0.000)。死亡频率无显著组间差异(12.1%对14.9%,P=0.580)和症状性颅内出血(13.7%对19.4%,P=0.302)或严重不良事件。此外,预测模型显示,心肺合并症的存在(OR=0.456,95CI0.209~0.992,P=0.048)与第90天的功能独立性独立相关.
    结论:EVT在患有慢性心肺疾病的ALVOS患者中是安全的,而在这类患者中获得了不利的结果。此外,心肺合并症对卒中预后较差有一定的临床预测价值。
    BACKGROUND: Chronic lung and heart diseases are more likely to lead an intensive end point after stroke onset. We aimed to investigate characteristics and outcomes of endovascular thrombectomy (EVT) in patients with acute large vessel occlusion stroke (ALVOS) and identify the role of comorbid chronic cardiopulmonary diseases in ALVOS pathogenesis.
    METHODS: In this single-center retrospective study, 191 consecutive patients who underwent EVT due to large vessel occlusion stroke in neurological intensive care unit were included. The chronic cardiopulmonary comorbidities and several conventional stroke risk factors were assessed. The primary efficacy outcome was functional independence (defined as a mRS of 0 to 2) at day 90. The primary safety outcomes were death within 90 days and the occurrence of symptomatic intracranial hemorrhage(sICH). Univariate analysis was applied to evaluate the relationship between factors and clinical outcomes, and logistic regression model were developed to predict the prognosis of ALVOS.
    RESULTS: Endovascular therapy in ALVOS patients with chronic cardiopulmonary diseases, as compared with those without comorbidity, was associated with an unfavorable shift in the NHISS 24 h after EVT [8(4,15.25) versus 12(7.5,18.5), P = 0.005] and the lower percentage of patients who were functionally independent at 90 days, defined as a score on the modified Rankin scale of 0 to 2 (51.6% versus 25.4%, P = 0.000). There was no significant between-group difference in the frequency of mortality (12.1% versus 14.9%, P = 0.580) and symptomatic intracranial hemorrhage (13.7% versus 19.4%, P = 0.302) or of serious adverse events. Moreover, a prediction model showed that existence of cardiopulmonary comorbidities (OR = 0.456, 95%CI 0.209 to 0.992, P = 0.048) was independently associated with functional independence at day 90.
    CONCLUSIONS: EVT was safe in ALVOS patients with chronic cardiopulmonary diseases, whereas the unfavorable outcomes were achieved in such patients. Moreover, cardiopulmonary comorbidity had certain clinical predictive value for worse stroke prognosis.
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