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Gene expression profiles of precursor cells identify compounds that reduce NRP1 surface expression in macrophages: Implication for drug repositioning for COVID-19. 前体细胞的基因表达谱确定了可减少巨噬细胞中 NRP1 表面表达的化合物:对 COVID-19 药物重新定位的意义。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1438396
Akira Iwata, Sarvesh Chelvanambi, Takaharu Asano, Mary Whelan, Yuto Nakamura, Elena Aikawa, Yusuke Sasaki, Masanori Aikawa

Coronavirus disease 2019 (COVID-19) is transitioning from a pandemic to an endemic phase through recurring mutations. Initial efforts focused on developing strategies to mitigate infection of lung epithelial cells which are the primary targets of the SARS-CoV-2 virus using the affinity of the spike protein to human ACE2 receptor. SARS-CoV-2, however, infects additional cell types present in the lung such as macrophages through the alternate entry receptor Neuropilin 1 (NRP1). Developing novel therapeutic strategies to prevent SARS-CoV-2 infection of cells crucial for immunosurveillance could thus be integral to treat post-acute sequelae of COVID-19 (PASC). Since traditional drug development process takes a long time, it is imperative to establish new strategies that can be rapidly deployed to combat the dynamic nature of COVID-19 evolution and to contribute to prevention of future pandemics. We obtained the gene expression profiles of THP-1 monocytes from L1000-based Connectivity Map using CLUE, cloud- based software platform for the analysis of perturbational datasets to identify compounds that could reduce the expression level of NRP1. Out of 33,590 compounds, we analyzed the profiles of 45 compounds for their ability to reduce NRP1 expression. We selected the top five small molecule inhibitors predicted to decrease the expression of NRP1 for validation studies. All five selected compounds showed low cytotoxicity at tested doses and their ability to reduce NRP1 surface expression was evaluated in THP-1 monocytes, THP-1-derived macrophage like cells and human peripheral blood mononuclear cell (PBMC)-derived primary macrophages. Five compounds with the largest predicted reduction of NRP1 expression decreased macrophage NRP1 surface expression measured using flow cytometry and fluorescent microscopy assays in both cell line and primary macrophages. Using our computational approach, we identified 45 compounds that could potentially decrease NRP1 surface expression in macrophages based on their effect on THP-1 monocytes. Validation studies showed that such an approach can help to identify compounds for drug repositioning in target cells that are absent in the L1000 database. Our proposed approach can be applicable for the rapid compound exploration to combat novel cell types that SARS-CoV-2 targets for infection and could provide molecular bases for the development of new drugs.

2019 年冠状病毒病(COVID-19)正通过反复突变从大流行阶段过渡到地方病阶段。最初的工作重点是利用尖峰蛋白与人类 ACE2 受体的亲和力,开发减轻肺上皮细胞感染的策略,因为肺上皮细胞是 SARS-CoV-2 病毒的主要目标。然而,SARS-CoV-2 还会通过备用进入受体神经纤蛋白 1 (NRP1) 感染肺部的其他细胞类型,如巨噬细胞。因此,开发新的治疗策略,防止 SARS-CoV-2 感染对免疫监视至关重要的细胞,对于治疗 COVID-19 后遗症(PASC)至关重要。由于传统的药物开发过程需要很长时间,因此当务之急是建立可快速部署的新策略,以应对 COVID-19 演变的动态性质,并为预防未来的流行病做出贡献。我们利用基于云计算的扰动数据集分析软件平台 CLUE,从基于 L1000 的 Connectivity Map 中获得了 THP-1 单核细胞的基因表达谱,从而找出了能降低 NRP1 表达水平的化合物。在 33,590 种化合物中,我们分析了 45 种化合物降低 NRP1 表达的能力。我们选出了预测能降低 NRP1 表达的前五种小分子抑制剂进行验证研究。所选的五种化合物在测试剂量下均显示出较低的细胞毒性,它们降低 NRP1 表面表达的能力在 THP-1 单核细胞、THP-1 衍生的类巨噬细胞和人类外周血单核细胞(PBMC)衍生的原发性巨噬细胞中进行了评估。在细胞系和原代巨噬细胞中,使用流式细胞仪和荧光显微镜检测法测量的巨噬细胞 NRP1 表面表达,有五种化合物的 NRP1 表达预测降低幅度最大。利用我们的计算方法,我们根据对 THP-1 单核细胞的影响,确定了 45 种有可能降低巨噬细胞 NRP1 表面表达的化合物。验证研究表明,这种方法有助于识别 L1000 数据库中缺乏的、可在靶细胞中重新定位药物的化合物。我们提出的方法可用于快速探索化合物,以抗击 SARS-CoV-2 感染所针对的新型细胞类型,并可为新药开发提供分子基础。
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引用次数: 0
Peripheral biomarkers to assess risk, severity, and prognosis of immune checkpoint inhibitor-associated myocarditis: a retrospective clinical study. 评估免疫检查点抑制剂相关心肌炎风险、严重程度和预后的外周生物标记物:一项回顾性临床研究。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1465743
Zhengkun Guan, Tiezhu Yao, Guang Liu, Jing Liu, Ling Guo, Zhenli Li, Jingtao Ma

Background: Immune checkpoint inhibitor-associated myocarditis (ICI myocarditis) is an infrequent but potentially fatal immune-related adverse event. This study aimed to identify valuable indicators for risk prediction and evaluation of disease severity and outcomes.

Methods: A total of 79 patients with severe or mild ICI myocarditis and 158 controls without post-ICI immune-related adverse events were enrolled in this retrospective study. The clinical application value of a series of simple biomarkers were tested.

Results: Higher levels of the systemic immune-inflammation index (SII), neutrophil-to-eosinophil ratio (NER), aspartate transferase-to-albumin ratio (AAR), and lactic dehydrogenase-to-albumin ratio (LAR) at myocarditis onset were associated with severe disease conditions. In the receiver operating characteristic analysis, biomarkers areas under the curve (AUC) close to or greater than 0.8 were LAR (AUC: 0.810) and AAR (AUC: 0.806). Patients with higher SII, AAR, and LAR also exhibited poorer overall survival. The SII, NER, AAR, and LAR before the last ICI treatment increased relative to baseline in patients with ICI myocarditis, whereas no significant changes in the tested biomarkers were observed in the control group. For SII, AAR, and LAR, high ratios of the biomarker levels before the last ICI to baseline was associated with the incidence of myocarditis.

Conclusions: Surveillance of these economical biomarkers during ICI therapy might contribute to the risk prediction of ICI myocarditis, as well as the assessment of disease severity and prognosis.

背景:免疫检查点抑制剂相关心肌炎(ICI 心肌炎)是一种不常见但可能致命的免疫相关不良事件。本研究旨在确定有价值的风险预测指标,并评估疾病的严重程度和预后:这项回顾性研究共纳入了 79 名重度或轻度 ICI 心肌炎患者和 158 名未发生 ICI 后免疫相关不良事件的对照组。测试了一系列简单生物标志物的临床应用价值:结果:心肌炎发病时全身免疫炎症指数(SII)、中性粒细胞与嗜酸性粒细胞比值(NER)、天门冬氨酸转移酶与白蛋白比值(AAR)和乳酸脱氢酶与白蛋白比值(LAR)水平较高与病情严重有关。在接受者操作特征分析中,曲线下面积(AUC)接近或大于 0.8 的生物标志物是 LAR(AUC:0.810)和 AAR(AUC:0.806)。SII、AAR和LAR较高的患者总生存率也较低。ICI心肌炎患者在最后一次ICI治疗前的SII、NER、AAR和LAR相对于基线有所上升,而对照组的测试生物标志物则没有明显变化。就SII、AAR和LAR而言,最后一次ICI治疗前生物标志物水平与基线的高比率与心肌炎的发病率有关:结论:在 ICI 治疗期间监测这些经济生物标志物可能有助于 ICI 心肌炎的风险预测以及疾病严重程度和预后的评估。
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引用次数: 0
Cardiovascular disease risk in patients with elevated LDL-C levels: FH vs. non-FH. 低密度脂蛋白胆固醇水平升高患者的心血管疾病风险:FH 与非 FH。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1434392
Haomin Huang, Lamei Li, Anni Yang, Tao Chen, Ganwei Shi, Feng Li, Luya Wang, Gaojun Cai

Introduction: Coronary artery disease (CAD) remains the primary cause of death worldwide, and familial hypercholesterolemia (FH) is a common disease that leads to CAD. This study aimed to explore the difference in CAD risk between FH and non-FH patients with high low-density lipoprotein cholesterol (LDL-C) levels.

Methods: Individuals (≥18 years) who underwent coronary angiography (CAG) from June 2016 to September 2020 were consecutively enrolled. Participants with LDL-C levels ≥4.0 mmol/L were ultimately included in this study. For all participants, next-generation sequencing was performed with expanded gene panels including 11 genes (LDLR, APOB, PCSK9, LDLRAP1, ABCG5, ABCG8, LIPA, LPA, APOBR, LRPAP1, and STAP1).

Results: A total of 223 individuals were included in this study. According to the CAG findings, 199 CAD patients and 24 non-CAD patients were included. The proportions of FH genes, regardless of whether 3 major genes or all 11 genes were sequenced, were not significantly different between the CAD and non-CAD groups (P > 0.05). In addition, all CAD patients were divided into a triple vessel disease (TVD) group and a non-TVD group. The TVD group had a greater proportion of patients with mutations in 3 FH major genes (P < 0.05). In addition, TC, LDL-C and modified LDL-C (MLDL-C) levels were higher and the estimated glomerular filtration rate (eGFR) was lower in the TVD group than in the non-TVD group (all P < 0.05). However, multivariate logistic regression analyses revealed that only the eGFR was an independent risk factor for TVD (OR 0.99; 95% CI: 0.98-1.00, P < 0.05). To eliminate the impact of the eGFR, subgroup analysis was conducted, and the results indicated that among CAD patients in the high-eGFR group, having FH mutations in 3 major genes was an independent risk factor for TVD (OR 3.00; 95% CI: 1.16-7.79, P < 0.05). In total, 104 FH-related mutations were detected in this study.

Conclusions: FH mutation did not increase the rate of CAD in individuals with an MLDL-C level ≥4.0 mmol/L. However, among CAD patients (MLDL-C level ≥4.0 mmol/L) with almost normal renal function (≥87.4 ml/min/1.73 m2), the probability of enduring TVD in those with FH mutations in 3 major genes was 3.00 times greater than that in those without FH mutations.

导言:冠状动脉疾病(CAD)仍然是全球死亡的主要原因,而家族性高胆固醇血症(FH)是导致CAD的常见疾病。本研究旨在探讨低密度脂蛋白胆固醇(LDL-C)水平较高的家族性高胆固醇血症患者与非家族性高胆固醇血症患者的冠状动脉疾病风险差异:连续纳入2016年6月至2020年9月期间接受冠状动脉造影术(CAG)的个体(≥18岁)。低密度脂蛋白胆固醇(LDL-C)水平≥4.0 mmol/L的参与者最终被纳入本研究。对所有参与者进行了新一代测序,扩增了包括11个基因(LDLR、APOB、PCSK9、LDLRAP1、ABCG5、ABCG8、LIPA、LPA、APOBR、LRPAP1和STAP1)在内的基因面板:本研究共纳入 223 人。结果:该研究共纳入 223 人,根据 CAG 研究结果,199 人为 CAD 患者,24 人为非 CAD 患者。无论对 3 个主要基因还是全部 11 个基因进行测序,FH 基因的比例在 CAD 组和非 CAD 组之间均无显著差异(P > 0.05)。此外,所有 CAD 患者被分为三血管疾病(TVD)组和非 TVD 组。TVD 组中 FH 3 个主要基因突变的患者比例更高(P P P P 结论:FH 基因突变并不会增加心血管疾病的发病率:在 MLDL-C 水平≥4.0 mmol/L 的个体中,FH 基因突变不会增加 CAD 的发病率。然而,在肾功能基本正常(≥87.4 ml/min/1.73 m2)的 CAD 患者(MLDL-C 水平≥4.0 mmol/L)中,3 个主要基因中的 FH 基因突变者患 TVD 的概率是无 FH 基因突变者的 3.00 倍。
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引用次数: 0
Elevated postoperative systemic immune-inflammation index associates with acute kidney injury after cardiac surgery: a large-scale cohort study. 术后全身免疫炎症指数升高与心脏手术后急性肾损伤有关:一项大规模队列研究。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1430776
Yihao Li, Huansen Huang, Hongbin Zhou

Objective: To investigate whether postoperative systemic immune-inflammation index (SII) is associated with acute kidney injury (AKI) after cardiac surgery.

Methods: We included patients undergoing cardiac surgery from the Medical Information Mart for Intensive Care-Ⅳ database to conduct a retrospective cohort study. The outcomes are AKI, severe AKI, and 30-day mortality after cardiac surgery. Analytical techniques including receiver operating characteristic (ROC) analysis, restricted cubic splines (RCS), and multivariable logistic regression were used to assess the association between SII and outcomes. Sensitivity analyses using inverse probability of treatment weighting (IPTW) and the E-value were conducted to validate the stability of the results.

Results: 3,799 subjects were included in this study. We used ROC to calculate an optimal cutoff value for predicting AKI after cardiac surgery, and subsequently patients were divided into two groups based on the cutoff value (Low SII: ≤ 949 × 109/L; High SII: > 949 × 109/L). ROC showed moderately good performance of SII for predicting AKI, while RCS also indicated a positive association between SII and AKI. The multivariate logistic analysis further affirmed the heightened risk of AKI in patients in the high SII group (OR, 5.33; 95%CI, 4.34-6.53; P < 0.001). Similar associations were observed between SII and severe AKI. Sensitivity and subgroup analyses indicated the robustness of the findings.

Conclusion: Elevated SII was independently associated with a higher risk of AKI in adults undergoing cardiac surgery. The potential causal relationship between postoperative SII and cardiac surgery associated AKI warrants prospective research.

目的研究术后全身免疫炎症指数(SII)是否与心脏手术后急性肾损伤(AKI)有关:我们从重症监护医学信息中心-Ⅳ数据库中纳入了接受心脏手术的患者,进行了一项回顾性队列研究。研究结果包括心脏手术后 AKI、严重 AKI 和 30 天死亡率。研究采用受体操作特征(ROC)分析、限制性立方样条(RCS)和多变量逻辑回归等分析技术来评估 SII 与预后之间的关系。为了验证结果的稳定性,还使用了反治疗概率加权(IPTW)和E值进行了敏感性分析:本研究共纳入 3,799 名受试者。我们使用 ROC 计算了预测心脏手术后 AKI 的最佳临界值,随后根据临界值将患者分为两组(低 SII:≤ 949 × 109/L;高 SII:> 949 × 109/L)。ROC显示,SⅡ在预测AKI方面表现中等,而RCS也显示SⅡ与AKI呈正相关。多变量逻辑分析进一步证实了高 SII 组患者发生 AKI 的风险更高(OR,5.33;95%CI,4.34-6.53;P 结论:SII 升高与 AKI 的发生密切相关:SII 升高与接受心脏手术的成人发生 AKI 的风险较高密切相关。术后 SII 与心脏手术相关性 AKI 之间的潜在因果关系值得进行前瞻性研究。
{"title":"Elevated postoperative systemic immune-inflammation index associates with acute kidney injury after cardiac surgery: a large-scale cohort study.","authors":"Yihao Li, Huansen Huang, Hongbin Zhou","doi":"10.3389/fcvm.2024.1430776","DOIUrl":"https://doi.org/10.3389/fcvm.2024.1430776","url":null,"abstract":"<p><strong>Objective: </strong>To investigate whether postoperative systemic immune-inflammation index (SII) is associated with acute kidney injury (AKI) after cardiac surgery.</p><p><strong>Methods: </strong>We included patients undergoing cardiac surgery from the Medical Information Mart for Intensive Care-Ⅳ database to conduct a retrospective cohort study. The outcomes are AKI, severe AKI, and 30-day mortality after cardiac surgery. Analytical techniques including receiver operating characteristic (ROC) analysis, restricted cubic splines (RCS), and multivariable logistic regression were used to assess the association between SII and outcomes. Sensitivity analyses using inverse probability of treatment weighting (IPTW) and the E-value were conducted to validate the stability of the results.</p><p><strong>Results: </strong>3,799 subjects were included in this study. We used ROC to calculate an optimal cutoff value for predicting AKI after cardiac surgery, and subsequently patients were divided into two groups based on the cutoff value (Low SII: ≤ 949 × 10<sup>9</sup>/L; High SII: > 949 × 10<sup>9</sup>/L). ROC showed moderately good performance of SII for predicting AKI, while RCS also indicated a positive association between SII and AKI. The multivariate logistic analysis further affirmed the heightened risk of AKI in patients in the high SII group (OR, 5.33; 95%CI, 4.34-6.53; <i>P</i> < 0.001). Similar associations were observed between SII and severe AKI. Sensitivity and subgroup analyses indicated the robustness of the findings.</p><p><strong>Conclusion: </strong>Elevated SII was independently associated with a higher risk of AKI in adults undergoing cardiac surgery. The potential causal relationship between postoperative SII and cardiac surgery associated AKI warrants prospective research.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"11 ","pages":"1430776"},"PeriodicalIF":2.8,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11540797/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142603983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simultaneous determination of the combined and free concentrations of atorvastatin and its major metabolite in vitro and in vivo based on ultrafiltration coupled with UPLC-MS/MS method: an application in a protein binding rate and metabolism ability study in uremic hemodialysis patients. 基于超滤-UPLC-MS/MS方法同时测定阿托伐他汀及其主要代谢物在体内外的结合浓度和游离浓度:在尿毒症血液透析患者蛋白质结合率和代谢能力研究中的应用。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1461181
Ming-Chen Cao, Xin Huang, Bo-Hao Tang, Hai-Yan Shi, Yi Zheng, Wei Zhao

Introduction: A rapid, accurate, and specific ultrafiltration with ultra-performance liquid chromatographic-tandem mass spectrometry method was validated for the simultaneous determination of the protein binding rate of atorvastatin in uremic patients. Methods: The plasma samples were centrifuged at 6,000 r/min for 15 min at 37°C and the ultrafiltrate was collected. An ACQUITY UPLC® BEH C18 Column with gradient elution of water (0.1% formic acid) and acetonitrile was used for separation at a flow rate of 0.4 ml/min.

Results: The calibration curves of two analytes in the serum showed excellent linearity over the concentration ranges of 0.05-20.00 ng/ml for atorvastatin, and 0.05-20.00 ng/ml for orthohydroxy atorvastatin, respectively. This method was validated according to standard US food and drug administration and European medicines agency guidelines in terms of selectivity, linearity, detection limits, matrix effects, accuracy, precision, recovery, and stability. This assay can be easily implemented in clinical practice to determine the free and combined concentrations of atorvastatin in the plasma of uremic patients. The final result showed that the average plasma protein binding rate in uremic patients was 86.58 ± 2.04%, relative standard deviation (RSD) (%) = 1.98, while the plasma protein binding rate in patients with normal renal function was 97.62 ± 1.96%, RSD (%) = 2.04. There was a significant difference in the protein binding rate in different types of plasma (P < 0.05), and the protein binding rate decreased with increasing creatinine until it stabilized at nearly 80%. The mean metabolite/prototype ratio of atorvastatin in patients with normal renal function and in patients with uremia was 1.085 and 0.974, respectively.

Discussion: The metabolic process of atorvastatin may be inhibited in uremic hemodialysis patients, but the total concentration of atorvastatin did not change significantly; due to the decrease of protein binding rate increase the drug distribution of atorvastatin in the liver or muscle tissue, which may increase the risk of certain adverse reactions. We recommend that clinicians use free drug concentration monitoring to adjust the dose of atorvastatin to ensure patient safety for uremic hemodialysis patients.

导言:验证了一种快速、准确、特异的超滤-超高效液相色谱-串联质谱法,用于同时测定尿毒症患者体内阿托伐他汀的蛋白结合率。方法将血浆样品在 37°C 下以 6,000 r/min 的转速离心 15 分钟,收集超滤液。使用 ACQUITY UPLC® BEH C18 色谱柱,以 0.4 ml/min 的流速进行水(0.1% 甲酸)和乙腈的梯度洗脱:阿托伐他汀和原羟基阿托伐他汀在0.05-20.00 ng/ml浓度范围内的线性关系良好。该方法的选择性、线性、检出限、基质效应、准确度、精密度、回收率和稳定性均符合美国食品药品管理局和欧洲药品管理局的标准。该方法易于在临床实践中应用,可用于测定尿毒症患者血浆中阿托伐他汀的游离浓度和联合浓度。最终结果显示,尿毒症患者的血浆蛋白结合率平均为 86.58 ± 2.04%,相对标准偏差(RSD)(%)= 1.98,而肾功能正常患者的血浆蛋白结合率为 97.62 ± 1.96%,RSD(%)= 2.04。不同类型血浆中的蛋白质结合率存在明显差异(P < 0.05),蛋白质结合率随着肌酐的升高而降低,直至稳定在近 80%。肾功能正常患者和尿毒症患者的阿托伐他汀代谢物/原型的平均比值分别为1.085和0.974:尿毒症血液透析患者阿托伐他汀的代谢过程可能受到抑制,但阿托伐他汀的总浓度并无明显变化;由于蛋白结合率降低,阿托伐他汀在肝脏或肌肉组织中的药物分布增加,可能增加某些不良反应的风险。我们建议临床医生使用游离药物浓度监测来调整阿托伐他汀的剂量,以确保尿毒症血液透析患者的用药安全。
{"title":"Simultaneous determination of the combined and free concentrations of atorvastatin and its major metabolite <i>in vitro</i> and <i>in vivo</i> based on ultrafiltration coupled with UPLC-MS/MS method: an application in a protein binding rate and metabolism ability study in uremic hemodialysis patients.","authors":"Ming-Chen Cao, Xin Huang, Bo-Hao Tang, Hai-Yan Shi, Yi Zheng, Wei Zhao","doi":"10.3389/fcvm.2024.1461181","DOIUrl":"10.3389/fcvm.2024.1461181","url":null,"abstract":"<p><strong>Introduction: </strong>A rapid, accurate, and specific ultrafiltration with ultra-performance liquid chromatographic-tandem mass spectrometry method was validated for the simultaneous determination of the protein binding rate of atorvastatin in uremic patients. Methods: The plasma samples were centrifuged at 6,000 r/min for 15 min at 37°C and the ultrafiltrate was collected. An ACQUITY UPLC® BEH C18 Column with gradient elution of water (0.1% formic acid) and acetonitrile was used for separation at a flow rate of 0.4 ml/min.</p><p><strong>Results: </strong>The calibration curves of two analytes in the serum showed excellent linearity over the concentration ranges of 0.05-20.00 ng/ml for atorvastatin, and 0.05-20.00 ng/ml for orthohydroxy atorvastatin, respectively. This method was validated according to standard US food and drug administration and European medicines agency guidelines in terms of selectivity, linearity, detection limits, matrix effects, accuracy, precision, recovery, and stability. This assay can be easily implemented in clinical practice to determine the free and combined concentrations of atorvastatin in the plasma of uremic patients. The final result showed that the average plasma protein binding rate in uremic patients was 86.58 ± 2.04%, relative standard deviation (RSD) (%) = 1.98, while the plasma protein binding rate in patients with normal renal function was 97.62 ± 1.96%, RSD (%) = 2.04. There was a significant difference in the protein binding rate in different types of plasma (<i>P</i> < 0.05), and the protein binding rate decreased with increasing creatinine until it stabilized at nearly 80%. The mean metabolite/prototype ratio of atorvastatin in patients with normal renal function and in patients with uremia was 1.085 and 0.974, respectively.</p><p><strong>Discussion: </strong>The metabolic process of atorvastatin may be inhibited in uremic hemodialysis patients, but the total concentration of atorvastatin did not change significantly; due to the decrease of protein binding rate increase the drug distribution of atorvastatin in the liver or muscle tissue, which may increase the risk of certain adverse reactions. We recommend that clinicians use free drug concentration monitoring to adjust the dose of atorvastatin to ensure patient safety for uremic hemodialysis patients.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"11 ","pages":"1461181"},"PeriodicalIF":2.8,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11571098/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142667600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical outcomes of right ventricular outflow tract stenting compared to surgical shunting in late-presenting children. 晚期患儿右心室流出道支架植入术与手术分流术的临床疗效对比。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1395132
Radityo Prakoso, Resi Citra Dewi, Brian Mendel, Celly Anantaria Atmadikoesoemah, Salomo Purba, Damba Dwisepto Aulia Sakti, Nanda Iryuza, Yovi Kurniawati, Renan Sukmawan

Background: Right ventricular outflow tract (RVOT) stenting as an alternative palliation for patients with stenotic RVOTs is increasingly recognized. However, a notable gap remains in the literature regarding the efficacy and the comparative outcomes between RVOT stenting and the modified Blalock-Taussig shunt (mBTS) in children older than one year.

Methods: We conducted a retrospective review of clinical data from patients aged one year to 18 years with stenotic RVOTs who underwent RVOT stenting or mBTS procedures at our institution between December 2019 and October 2022. We compared major adverse cardiovascular events (MACE) including re-hospitalization, re-intervention, and mortality, hospital and ICU length of stay, and discharge oxygen saturation between the groups.

Results: We identified 58 patients (51.7% male) with a median age of 2.6 years (IQR: 2-8.1) and a median weight of 9.7 kg (IQR: 7.5-17.5). Among them, 18 (31%) patients received RVOT stenting, and 40 (68.9%) patients had mBTS. The median age for the RVOT stenting group was 92.5 months (IQR: 31.2-152) compared to 26.5 months (IQR: 23.0-54.0) for the mBTS group (p = 0.218). MACEs occurred in 4 (22.2%) patients with RVOT stents and 8 (20%) patients with mBTS (p = 0.624). Patients with mBTS had a longer ICU stay (median 3.5 days, IQR, 2-5) compared to those with RVOT stents (median 2 days, IQR: 1-2) (p = 0.295). Conversely, the hospital stay for patients with mBTS was shorter (median 10 days, IQR, 7.5-13.7) than for those with RVOT stents (median 11.5 days, IQR, 7-19) (p = 0.045). The median discharge oxygen saturation was 87% (IQR: 83-88) in the mBTS group and 80% (IQR: 75-87) in the RVOT stenting group (p = 0.212).

Conclusions: RVOT stenting as palliation to stenotic RVOTs in children older than one year demonstrated outcomes comparable to mBTS in terms of MACE and achieving oxygen saturation targets.

背景:右心室流出道(RVOT)支架置入术作为RVOT狭窄患者的另一种姑息治疗方法日益得到认可。然而,关于 RVOT 支架植入术和改良布洛克-陶西格分流术(mBTS)在一岁以上儿童中的疗效和结果比较,文献中仍存在明显的空白:我们对2019年12月至2022年10月期间在我院接受RVOT支架植入术或mBTS手术的1岁至18岁RVOT狭窄患者的临床数据进行了回顾性研究。我们比较了两组患者的主要不良心血管事件(MACE),包括再次住院、再次介入和死亡率、住院时间和重症监护室住院时间,以及出院时的血氧饱和度:我们发现 58 名患者(51.7% 为男性),中位年龄为 2.6 岁(IQR:2-8.1),中位体重为 9.7 千克(IQR:7.5-17.5)。其中,18 名(31%)患者接受了 RVOT 支架植入术,40 名(68.9%)患者接受了 mBTS。RVOT 支架植入组的中位年龄为 92.5 个月(IQR:31.2-152),而 mBTS 组为 26.5 个月(IQR:23.0-54.0)(P = 0.218)。4例(22.2%)使用RVOT支架的患者和8例(20%)使用mBTS的患者发生了MACE(p = 0.624)。与使用 RVOT 支架的患者(中位数 2 天,IQR:1-2)相比,使用 mBTS 的患者在重症监护室的住院时间更长(中位数 3.5 天,IQR:2-5)(p = 0.295)。相反,mBTS 患者的住院时间(中位数 10 天,IQR:7.5-13.7)短于 RVOT 支架患者(中位数 11.5 天,IQR:7-19)(p = 0.045)。mBTS组的出院血氧饱和度中位数为87%(IQR:83-88),RVOT支架组为80%(IQR:75-87)(p = 0.212):结论:RVOT支架植入术作为缓解一岁以上儿童RVOT狭窄的方法,在MACE和达到血氧饱和度目标方面的疗效与mBTS相当。
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引用次数: 0
Evaluating the role of pericoronary adipose tissue on coronary artery disease: insights from CCTA on risk assessment, vascular stenosis, and plaque characteristics. 评估冠状动脉周围脂肪组织对冠状动脉疾病的作用:CCTA 对风险评估、血管狭窄和斑块特征的启示。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-23 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1451807
Jingyue Wang, Huicong Zhang, Zihao Wang, Wenyun Liu, Dianbo Cao, Qian Tong

Introduction: Pericoronary adipose tissue (PCAT) plays a significant role in the occurrence and progression of coronary artery disease (CAD). This study investigates the relationship between PCAT and CAD, focusing on the occurrence of the disease, the severity of vascular narrowing, and the characteristics of arterial plaques.

Methods: We analyzed a cohort of 152 individuals with CAD and 55 individuals with non-coronary artery disease (N-CAD). Participants underwent both coronary computed tomography angiography (CCTA) and digital subtraction angiography (DSA). Utilizing United Imaging software for artificial intelligence delineation, we measured the fat attenuation index (FAI) and volume of PCAT in the left anterior descending (LAD), left circumflex (LCX), and right coronary arteries (RCA).

Results: Our findings demonstrate that while CCTA is effective in diagnosing CAD compared to DSA, its diagnostic power for individual coronary arteries remains limited. Further analysis revealed that the FAI of the RCA and the overall PCAT volume independently influenced CAD (OR: 1.057, 95% CI: 1.002 to 1.116; OR: 0.967, 95% CI: 0.936 to 0.999). FAI showed a significant independent effect on RCA stenosis (OR: 1.041, 95% CI: 1.003 to 1.081), while the fat volume of the LAD had a significant independent effect on LAD stenosis (OR: 0.884, 95% CI: 0.809 to 0.965). A higher FAI and a lower fat volume were significantly correlated with more severe vascular stenosis percentages in all three arteries (p < 0.05), except for the fat volume and stenosis of the LCX. Moreover, we found the significant differences in the fat volume of the LCX between different plaque types (H = 8.869, p = 0.012), with calcified plaques consistently exhibiting the lowest fat volume across all three arteries. Finally, the likelihood ratio test confirmed that incorporating the PCAT fat volume parameter of LAD significantly improved the diagnostic ability of CCTA for both CAD (p = 0.01543) and LAD stenosis (p = 0.001585).

Conclusion: The quantification of PCAT has potential application value in the comprehensive assessment of CAD. It is recommended that cardiology and radiology departments consider incorporating PCAT into the assessment criteria for patients suspected of having CAD.

导言:冠状动脉周围脂肪组织(PCAT)在冠状动脉疾病(CAD)的发生和发展中起着重要作用。本研究调查了 PCAT 与 CAD 之间的关系,重点关注疾病的发生、血管狭窄的严重程度以及动脉斑块的特征:我们对 152 名患有冠状动脉粥样硬化症(CAD)的患者和 55 名患有非冠状动脉疾病(N-CAD)的患者进行了分析。参与者接受了冠状动脉计算机断层扫描(CCTA)和数字减影血管造影(DSA)检查。我们利用 United Imaging 软件进行人工智能划线,测量了左前降支(LAD)、左环挠(LCX)和右冠状动脉(RCA)的脂肪衰减指数(FAI)和 PCAT 容量:我们的研究结果表明,虽然与 DSA 相比,CCTA 能有效诊断 CAD,但其对单支冠状动脉的诊断能力仍然有限。进一步分析表明,RCA 的 FAI 和 PCAT 总体积对 CAD 有独立影响(OR:1.057,95% CI:1.002 至 1.116;OR:0.967,95% CI:0.936 至 0.999)。FAI对RCA狭窄有明显的独立影响(OR:1.041,95% CI:1.003至1.081),而LAD脂肪量对LAD狭窄有明显的独立影响(OR:0.884,95% CI:0.809至0.965)。较高的 FAI 和较低的脂肪体积与所有三条动脉中更严重的血管狭窄百分比均有显著相关性(p H = 8.869,p = 0.012),钙化斑块在所有三条动脉中始终表现出最低的脂肪体积。最后,似然比检验证实,加入 LAD 的 PCAT 脂肪体积参数可显著提高 CCTA 对 CAD(p = 0.01543)和 LAD 狭窄(p = 0.001585)的诊断能力:结论:PCAT 的量化在全面评估 CAD 方面具有潜在的应用价值。建议心脏科和放射科考虑将 PCAT 纳入疑似 CAD 患者的评估标准。
{"title":"Evaluating the role of pericoronary adipose tissue on coronary artery disease: insights from CCTA on risk assessment, vascular stenosis, and plaque characteristics.","authors":"Jingyue Wang, Huicong Zhang, Zihao Wang, Wenyun Liu, Dianbo Cao, Qian Tong","doi":"10.3389/fcvm.2024.1451807","DOIUrl":"10.3389/fcvm.2024.1451807","url":null,"abstract":"<p><strong>Introduction: </strong>Pericoronary adipose tissue (PCAT) plays a significant role in the occurrence and progression of coronary artery disease (CAD). This study investigates the relationship between PCAT and CAD, focusing on the occurrence of the disease, the severity of vascular narrowing, and the characteristics of arterial plaques.</p><p><strong>Methods: </strong>We analyzed a cohort of 152 individuals with CAD and 55 individuals with non-coronary artery disease (N-CAD). Participants underwent both coronary computed tomography angiography (CCTA) and digital subtraction angiography (DSA). Utilizing United Imaging software for artificial intelligence delineation, we measured the fat attenuation index (FAI) and volume of PCAT in the left anterior descending (LAD), left circumflex (LCX), and right coronary arteries (RCA).</p><p><strong>Results: </strong>Our findings demonstrate that while CCTA is effective in diagnosing CAD compared to DSA, its diagnostic power for individual coronary arteries remains limited. Further analysis revealed that the FAI of the RCA and the overall PCAT volume independently influenced CAD (OR: 1.057, 95% CI: 1.002 to 1.116; OR: 0.967, 95% CI: 0.936 to 0.999). FAI showed a significant independent effect on RCA stenosis (OR: 1.041, 95% CI: 1.003 to 1.081), while the fat volume of the LAD had a significant independent effect on LAD stenosis (OR: 0.884, 95% CI: 0.809 to 0.965). A higher FAI and a lower fat volume were significantly correlated with more severe vascular stenosis percentages in all three arteries (<i>p</i> < 0.05), except for the fat volume and stenosis of the LCX. Moreover, we found the significant differences in the fat volume of the LCX between different plaque types (<i>H</i> = 8.869, <i>p</i> = 0.012), with calcified plaques consistently exhibiting the lowest fat volume across all three arteries. Finally, the likelihood ratio test confirmed that incorporating the PCAT fat volume parameter of LAD significantly improved the diagnostic ability of CCTA for both CAD (<i>p</i> = 0.01543) and LAD stenosis (<i>p</i> = 0.001585).</p><p><strong>Conclusion: </strong>The quantification of PCAT has potential application value in the comprehensive assessment of CAD. It is recommended that cardiology and radiology departments consider incorporating PCAT into the assessment criteria for patients suspected of having CAD.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"11 ","pages":"1451807"},"PeriodicalIF":2.8,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538997/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142590281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between varicose veins and constitution of traditional Chinese medicine plus heart-failure-like symptoms. 静脉曲张与中药加心衰样症状体质的关系。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-23 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1465843
Cheng-Ken Tsai, Oswald Ndi Nfor, Wen-Yu Lu, Yung-Po Liaw

Background: Varicose veins are a common issue for employees in jobs that require prolonged standing compared with all other employees. However, its relationship with presentations of traditional Chinese medicine constitution is unknown. This study aimed to investigate their association.

Material and methods: Data in the study were obtained from questionnaires of patients in Taiwan Biobank, enrolled from 2008 to 2020. The responses to the statement "I can see distorted blood vessels on my four limbs (varicose veins)." were categorized into none, mild, moderate, severe. and more severe, and the same scale was also used to classify breathing difficulties and hypotension.

Results: A total of 11,293 participants were enrolled in the study. The prevalence of women was higher in the studied group compared with the control. Patients complained of breathing difficulties with moderate (30.49%) and severe discomfort (12.44%) in the diseased group. Regarding hypotension, 28.81% and 9.82% of the patients presented with moderate and severe hypotension, respectively. The cofactor odds ratio was 1.775 for severe breathing difficulty/moderate hypotension and 2.235 for severe breathing difficulty/severe hypotension, with statistical significance. The combined impact of breathing difficulties and hypotension increased with severity.

Conclusions: Varicose veins had a higher association with breathing difficulties and hypotension as the severity of the condition worsened. The combined impact of breathing difficulties and hypotension increased as the disease progressed. Therefore, self-reported assessments can be a useful tool for evaluating patients with asymptomatic varicose veins before the development of "heart-failure-like symptoms" to reduce the risk of underdiagnosis.

背景:与其他所有员工相比,静脉曲张是从事需要长时间站立工作的员工的常见问题。然而,其与传统中医体质的关系尚不清楚。本研究旨在调查两者之间的关系:研究数据来自 2008 年至 2020 年期间登记的台湾生物库患者问卷。对 "我的四肢可以看到扭曲的血管(静脉曲张)"的回答分为无、轻度、中度、重度和更重度,呼吸困难和低血压也采用相同的量表进行分类:结果:共有 11 293 人参加了这项研究。与对照组相比,研究组中女性的比例更高。患者抱怨呼吸困难的比例为中度(30.49%)和重度(12.44%)。在低血压方面,分别有 28.81% 和 9.82% 的患者出现中度和重度低血压。严重呼吸困难/中度低血压的共同因素几率比为 1.775,严重呼吸困难/严重低血压的共同因素几率比为 2.235,具有统计学意义。呼吸困难和低血压的综合影响随着严重程度的增加而增加:结论:静脉曲张与呼吸困难和低血压的关系随着病情的严重程度而加剧。随着病情的发展,呼吸困难和低血压的综合影响也会增加。因此,在出现 "心脏衰竭样症状 "之前,自我报告评估可作为评估无症状静脉曲张患者的有用工具,以降低诊断不足的风险。
{"title":"Association between varicose veins and constitution of traditional Chinese medicine plus heart-failure-like symptoms.","authors":"Cheng-Ken Tsai, Oswald Ndi Nfor, Wen-Yu Lu, Yung-Po Liaw","doi":"10.3389/fcvm.2024.1465843","DOIUrl":"10.3389/fcvm.2024.1465843","url":null,"abstract":"<p><strong>Background: </strong>Varicose veins are a common issue for employees in jobs that require prolonged standing compared with all other employees. However, its relationship with presentations of traditional Chinese medicine constitution is unknown. This study aimed to investigate their association.</p><p><strong>Material and methods: </strong>Data in the study were obtained from questionnaires of patients in Taiwan Biobank, enrolled from 2008 to 2020. The responses to the statement \"I can see distorted blood vessels on my four limbs (varicose veins).\" were categorized into none, mild, moderate, severe. and more severe, and the same scale was also used to classify breathing difficulties and hypotension.</p><p><strong>Results: </strong>A total of 11,293 participants were enrolled in the study. The prevalence of women was higher in the studied group compared with the control. Patients complained of breathing difficulties with moderate (30.49%) and severe discomfort (12.44%) in the diseased group. Regarding hypotension, 28.81% and 9.82% of the patients presented with moderate and severe hypotension, respectively. The cofactor odds ratio was 1.775 for severe breathing difficulty/moderate hypotension and 2.235 for severe breathing difficulty/severe hypotension, with statistical significance. The combined impact of breathing difficulties and hypotension increased with severity.</p><p><strong>Conclusions: </strong>Varicose veins had a higher association with breathing difficulties and hypotension as the severity of the condition worsened. The combined impact of breathing difficulties and hypotension increased as the disease progressed. Therefore, self-reported assessments can be a useful tool for evaluating patients with asymptomatic varicose veins before the development of \"heart-failure-like symptoms\" to reduce the risk of underdiagnosis.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"11 ","pages":"1465843"},"PeriodicalIF":2.8,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538957/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142590265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The correlation between stable angina and inflammatory factors and blood lipids: a case-control study. 稳定性心绞痛与炎症因子和血脂之间的相关性:一项病例对照研究。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-23 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1443450
Lei Xiang

Objective: In this study, we aimed to compare the levels of inflammatory markers (C-reactive protein, CRP; procalcitonin, PCT) and blood lipids (total cholesterol, TC; triglyceride, TG; high-density lipoprotein cholesterol, HDL-C; low-density lipoprotein cholesterol, LDL-C) between patients with stable angina and control group, and to explore the correlation between these parameters and the severity and prognosis of stable angina.

Methods: We retrospectively selected 113 patients with stable angina and 128 control group from the medical record system, and compared their inflammatory factors and blood lipids. We also assessed the severity of angina using the Canadian Cardiovascular Society (CCS) classification and followed up the patients for 1 year to record any cardiovascular events.

Results: We found that patients with stable angina had significantly higher levels of CRP, TC, TG, and LDL-C, and lower levels of HDL-C than control group. Moreover, CRP, TC, TG, and LDL-C were positively correlated with the severity of angina, while HDL-C was negatively correlated. During the follow-up period, 37 patients with stable angina experienced cardiovascular events, and they had higher levels of CRP, TC, TG, and LDL-C, and lower levels of HDL-C than those who did not.

Conclusion: Our study suggests that inflammation and dyslipidemia are closely related to stable angina, and that inflammatory factors and blood lipids can be used as indicators of the severity and prognosis of stable angina.

研究目的本研究旨在比较稳定型心绞痛患者和对照组患者的炎症指标(C反应蛋白,CRP;降钙素原,PCT)和血脂(总胆固醇,TC;甘油三酯,TG;高密度脂蛋白胆固醇,HDL-C;低密度脂蛋白胆固醇,LDL-C)水平,并探讨这些指标与稳定型心绞痛严重程度和预后的相关性:我们从病历系统中回顾性选取了 113 名稳定型心绞痛患者和 128 名对照组患者,比较了他们的炎症因子和血脂。我们还采用加拿大心血管协会(CCS)的分类方法评估了心绞痛的严重程度,并对患者进行了为期一年的随访,以记录任何心血管事件:我们发现,与对照组相比,稳定型心绞痛患者的 CRP、TC、TG 和 LDL-C 水平明显较高,而 HDL-C 水平较低。此外,CRP、TC、TG 和 LDL-C 与心绞痛的严重程度呈正相关,而 HDL-C 则呈负相关。在随访期间,37 名稳定型心绞痛患者发生了心血管事件,与未发生心血管事件的患者相比,他们的 CRP、TC、TG 和 LDL-C 水平较高,而 HDL-C 水平较低:我们的研究表明,炎症和血脂异常与稳定型心绞痛密切相关,炎症因子和血脂可作为稳定型心绞痛严重程度和预后的指标。
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引用次数: 0
Predicting long-term risk of sudden cardiac death with automatic computer-interpretations of electrocardiogram. 利用计算机自动解读心电图预测心脏性猝死的长期风险。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2024-10-23 eCollection Date: 2024-01-01 DOI: 10.3389/fcvm.2024.1439069
Minna Järvensivu-Koivunen, Antti Kallonen, Mark van Gils, Leo-Pekka Lyytikäinen, Juho Tynkkynen, Jussi Hernesniemi

Background: Computer-interpreted electrocardiogram (CIE) data is provided by almost all commercial software used to capture and store digital electrocardiograms. CIE is widely available, inexpensive, and accurate. We tested the potential of CIE in long-term sudden cardiac death (SCD) risk prediction.

Methods: This is a retrospective of 8,568 consecutive patients treated for acute coronary syndrome. The primary endpoint was five-year occurrence of SCDs or equivalent events (SCDs aborted by successful resuscitation or adequate ICD therapy). CIE statements were extracted from summary statements and measurements made by the GE Muse 12SL algorithm from ECGs taken during admission. Three supervised machine learning algorithms (logistic regression, extreme gradient boosting, and random forest) were then used for analysis to find risk features using a random 70/30% split for discovery and validation cohorts.

Results: Five-year SCD occurrence rate was 3.3% (n = 287). Regardless of the used ML algorithm, the most significant risk ECG risk features detected by the CIE included known risk features such as QRS duration and factors associated with QRS duration, heart rate-corrected QT time (QTc), and the presence of premature ventricular contractions (PVCs). Risk score formed by using most significant CIE features associated with the risk of SCD despite adjusting for any clinical risk factor (including left ventricular ejection fraction). Sensitivity of CIE data to correctly identify patients with high risk of SCD (over 10% 5-year risk of SCD) was usually low, but specificity and negative prediction value reached up to 96.9% and 97.3% when selecting only the most significant features identified by logistic regression modeling (p-value threshold <0.01 for accepting features in the model). Overall, CIE data showed a modest overall performance for identifying high risk individuals with area under the receiver operating characteristic curve values ranging between 0.652 and 0.693 (highest for extreme gradient boosting and lowest for logistic regression).

Conclusion: This proof-of-concept study shows that automatic interpretation of ECG identifies previously validated risk features for SCD.

背景:几乎所有用于采集和存储数字心电图的商业软件都提供计算机解读心电图(CIE)数据。CIE 广泛可用、价格低廉且准确。我们测试了 CIE 在长期心脏性猝死(SCD)风险预测中的潜力:这是一项对连续接受急性冠状动脉综合征治疗的 8568 名患者的回顾性研究。主要终点是五年内发生的 SCD 或同等事件(复苏成功或 ICD 治疗充分后中止的 SCD)。通用电气 Muse 12SL 算法从入院时的心电图中提取了 CIE 语句的摘要语句和测量值。然后使用三种有监督的机器学习算法(逻辑回归、极梯度提升和随机森林)进行分析,以发现风险特征,发现队列和验证队列的随机比例为 70/30%:五年 SCD 发生率为 3.3%(n = 287)。无论使用哪种ML算法,CIE检测到的最重要的心电图风险特征包括已知的风险特征,如QRS持续时间和与QRS持续时间相关的因素、心率校正QT时间(QTc)和室性早搏(PVC)的存在。在调整任何临床风险因素(包括左心室射血分数)的情况下,利用与 SCD 风险相关的最重要 CIE 特征进行风险评分。CIE数据正确识别SCD高风险(5年SCD风险超过10%)患者的灵敏度通常较低,但当仅选择逻辑回归模型确定的最重要特征时,特异性和阴性预测值分别高达96.9%和97.3%(P值阈值结论):这项概念验证研究表明,自动解读心电图可识别出先前已验证的 SCD 风险特征。
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引用次数: 0
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Frontiers in Cardiovascular Medicine
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