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Automated cardiac magnetic resonance interpretation derived from prompted large language models. 自动心脏磁共振解释源自提示的大型语言模型。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-28 DOI: 10.21037/cdt-2025-112
Lujing Wang, Liang Peng, Yixuan Wan, Xingyu Li, Yixin Chen, Li Wang, Xiuxian Gong, Xiaoying Zhao, Lequan Yu, Shihua Zhao, Xinxiang Zhao
<p><strong>Background: </strong>The versatility of cardiac magnetic resonance (CMR) leads to complex and time-consuming interpretation. Large language models (LLMs) present transformative potential for automated CMR interpretations. We explored the ability of LLMs in the automated classification and diagnosis of CMR reports for three common cardiac diseases: myocardial infarction (MI), dilated cardiomyopathy (DCM), and hypertrophic cardiomyopathy (HCM).</p><p><strong>Methods: </strong>This retrospective study enrolled CMR reports of consecutive patients from January 2015 to July 2024, including reports from three types of cardiac diseases: MI, DCM, and HCM. Six LLMs, including GPT-3.5, GPT-4.0, Gemini-1.0, Gemini-1.5, PaLM, and LLaMA, were used to classify and diagnose the CMR reports. The results of the LLMs, with minimal or informative prompts, were compared with those of radiologists. Accuracy (ACC) and balanced accuracy (BAC) were used to evaluate the classification performance of the different LLMs. The consistency between radiologists and LLMs in classifying heart disease categories was evaluated using Gwet's Agreement Coefficient (AC1 value). Diagnostic performance was analyzed through receiver operating characteristic (ROC) curves. Cohen's kappa was used to assess the reproducibility of the LLMs' diagnostic results obtained at different time intervals (a 30-day interval).</p><p><strong>Results: </strong>This study enrolled 543 CMR cases, including 275 MI, 120 DCM, and 148 HCM cases. The overall BAC of the minimal prompted LLMs, from highest to lowest, were GPT-4.0, LLaMA, PaLM, GPT-3.5, Gemini-1.5, and Gemini-1.0. The informative prompted models of GPT-3.5 (P<0.001), GPT-4.0 (P<0.001), Gemini-1.0 (P<0.001), Gemini-1.5 (P=0.02), and PaLM (P<0.001) showed significant improvements in overall ACC compared to their minimal prompted models, whereas the informative prompted model of LLaMA did not show a significant improvement in overall ACC compared to the minimal prompted model (P=0.06). GPT-4.0 performed best in both the minimal prompted (ACC =88.6%, BAC =91.7%) and informative prompted (ACC =95.8%, BAC =97.1%) models. GPT-4.0 demonstrated the highest agreement with radiologists [AC1=0.82, 95% confidence interval (CI): 0.78-0.86], significantly outperforming others (P<0.001). For the informative prompted models of LLMs, GPT-4.0 + informative prompt (AC1=0.93, 95% CI: 0.90-0.96), GPT-3.5 + informative prompt (AC1=0.93, 95% CI: 0.90-0.95), Gemini-1.0 + informative prompt (AC1=0.90, 95% CI: 0.87-0.93), PaLM + informative prompt (AC1=0.86, 95% CI: 0.82-0.90), LLaMA + informative prompt (AC1=0.82, 95% CI: 0.78-0.86), and Gemini-1.5 + informative prompt (AC1=0.80, 95% CI: 0.76-0.84) all showed almost perfect agreement with radiologists' diagnoses. Diagnostic performance was excellent for GPT-4.0 [area under the curve (AUC)=0.93, 95% CI: 0.92-0.95] and LLaMA (AUC =0.92, 95% CI: 0.90-0.94) in minimal prompted models, while informative prompted models
背景:心脏磁共振(CMR)的多功能性导致解释复杂且耗时。大型语言模型(llm)为自动化CMR解释提供了变革潜力。我们探讨了LLMs在三种常见心脏疾病(心肌梗死(MI)、扩张型心肌病(DCM)和肥厚型心肌病(HCM))的CMR报告自动分类和诊断中的能力。方法:本回顾性研究纳入2015年1月至2024年7月连续患者的CMR报告,包括三种心脏疾病的报告:MI、DCM和HCM。使用GPT-3.5、GPT-4.0、Gemini-1.0、Gemini-1.5、PaLM和LLaMA 6种llm对CMR报告进行分类和诊断。llm的结果与放射科医生的结果进行了比较。采用准确度(ACC)和平衡准确度(BAC)评价不同llm的分类性能。采用Gwet一致系数(AC1值)评价放射科医师与llm在心脏病分类上的一致性。通过受试者工作特征(ROC)曲线分析诊断效果。采用Cohen’s kappa评估不同时间间隔(30天间隔)LLMs诊断结果的可重复性。结果:本研究共纳入543例CMR病例,其中MI 275例,DCM 120例,HCM 148例。最小提示llm的总BAC从高到低依次为GPT-4.0、LLaMA、PaLM、GPT-3.5、Gemini-1.5和Gemini-1.0。结论:LLMs在靶向CMR解释的自动分类和诊断方面表现出色,特别是在信息提示方面,这表明这些模型有潜力作为CMR诊断工作流程的辅助工具。
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引用次数: 0
Head in the clouds. 头在云里。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-28 DOI: 10.21037/cdt-2025-390
Lin Abigail Tan
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引用次数: 0
Myocardial contrast echocardiography predicts major adverse cardiovascular and cerebrovascular events in the population after percutaneous coronary intervention-a systematic review and meta-analysis. 心肌超声造影预测经皮冠状动脉介入治疗后人群中主要的心脑血管不良事件——一项系统回顾和荟萃分析。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-27 DOI: 10.21037/cdt-2024-664
Xun Wu, Libo Chen, Yuqi Yang
<p><strong>Background: </strong>Existing studies demonstrated that myocardial contrast echocardiography (MCE), which provides residual myocardial viability (MV) information, is an effective long-term prognostic tool. However, the specific prognostic value of microvascular perfusion (MVP) parameters detected by contemporary intravenous MCE (IV-MCE) remains to be fully elucidated. Moreover, there is ongoing debate regarding the optimal quantitative diagnostic indicator measured by IV-MCE, including A, β, and myocardial blood flow (MBF), for major adverse cardiovascular and cerebrovascular events (MACCEs). This study aims to identify the most effective IV-MCE parameter for predicting MACCEs through a comprehensive meta-analysis.</p><p><strong>Methods: </strong>We conducted a comprehensive search for retrospective or prospective cohort studies written in English and Chinese that evaluated the prognostic value of IV-MCE in patients with coronary artery disease (CAD) after percutaneous coronary intervention (PCI). PubMed, Embase, Web of Science, Cochrane, SinoMed, China National Knowledge Infrastructure (CNKI), China Science and Technology Journal Database (CSTJ), and Wanfang were searched until March 20, 2025. The primary outcome was the diagnostic efficacy of myocardial perfusion score index (MPSI), A, β, and MBF for MACCEs. Secondary outcomes included associations between abnormal MVP, microvascular obstruction (MVO), MPSI, β, MBF and MACCEs occurrence. Summary receiver operating characteristic (SROC) curves and hazard ratios (HRs) were used to assess diagnostic performance and analyze associations by Stata 15.0. Study quality was assessed using the Newcastle-Ottawa Scale (NOS) and Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tool. The study protocol was prospectively registered in the PROSPERO database (CRD42024524641).</p><p><strong>Results: </strong>Sixteen studies involving 1,942 patients were included. The overall study quality was deemed high. Abnormal MVP [HR: 2.61, 95% confidence interval (CI): 1.42-4.79, P=0.002], MVO (HR: 4.51, 95% CI: 2.30-8.83, P<0.001), MPSI (HR: 5.74, 95% CI: 1.41-23.34, P=0.02), β (HR: 7.18, 95% CI: 1.01-51.24, P=0.049), and MBF (HR: 4.62, 95% CI: 2.42-8.83, P<0.001) were found to be linked with MACCEs occurrence. Significant heterogeneity (<i>I</i> <sup>2</sup>=69.5%, 83.9%, and 95.0%) was observed in abnormal MVP, MPSI, and β across studies, and publication bias was identified in all five studies. The area under the curve (AUC) (95% CI) for MPSI, A, β, and MBF in diagnosing MACCEs was 0.84 (0.80-0.87), 0.83 (0.80-0.86), 0.84 (0.80-0.87), and 0.73 (0.69-0.77), respectively. Deeks' funnel plots further confirmed that there was no significant publication bias in the results for these four studies.</p><p><strong>Conclusions: </strong>The evidence supported that both qualitative and quantitative parameters of IV-MCE can provide moderate predictive power for MACCEs occurrence after PCI, with MPSI and β s
背景:现有研究表明,心肌超声造影(MCE)可提供剩余心肌活力(MV)信息,是一种有效的长期预后工具。然而,当代静脉注射MCE (IV-MCE)检测微血管灌注(MVP)参数的具体预后价值仍有待充分阐明。此外,关于IV-MCE测量的主要心脑血管不良事件(MACCEs)的最佳定量诊断指标,包括A、β和心肌血流量(MBF),目前还存在争议。本研究旨在通过综合meta分析,确定预测MACCEs最有效的IV-MCE参数。方法:我们对中英文回顾性或前瞻性队列研究进行了全面检索,这些研究评估了IV-MCE在经皮冠状动脉介入治疗(PCI)后冠状动脉疾病(CAD)患者的预后价值。PubMed、Embase、Web of Science、Cochrane、SinoMed、中国知网(CNKI)、中国科技期刊库(CSTJ)、万方等检索至2025年3月20日。主要观察指标为心肌灌注评分指数(MPSI)、A、β和MBF对MACCEs的诊断效果。次要结局包括异常MVP、微血管阻塞(MVO)、MPSI、β、MBF和MACCEs发生之间的关系。应用Stata 15.0软件,采用总受试者工作特征(SROC)曲线和风险比(hr)评估诊断效果并分析相关性。研究质量采用纽卡斯尔-渥太华量表(NOS)和诊断准确性研究质量评估-2 (QUADAS-2)工具进行评估。研究方案在PROSPERO数据库(CRD42024524641)中前瞻性注册。结果:纳入16项研究,涉及1942例患者。总体研究质量被认为是高的。异常MVP [HR: 2.61, 95%可信区间(CI): 1.42-4.79, P=0.002]、MVO (HR: 4.51, 95% CI: 2.30-8.83, PI 2=69.5%、83.9%和95.0%)在所有研究中均存在异常MVP、MPSI和β,并且在所有5项研究中均存在发表偏倚。MPSI、A、β和MBF诊断MACCEs的曲线下面积(AUC) (95% CI)分别为0.84(0.80-0.87)、0.83(0.80-0.86)、0.84(0.80-0.87)和0.73(0.69-0.77)。Deeks漏斗图进一步证实了这四项研究的结果不存在显著的发表偏倚。结论:有证据支持IV-MCE的定性和定量参数对PCI术后MACCEs的发生具有中等的预测能力,其中MPSI和β具有最高的诊断性能。
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引用次数: 0
Gender-specific differences in body mass index and cardiovascular risk adversely impact survival after aortic valve replacement. 体重指数和心血管风险的性别差异对主动脉瓣置换术后的生存有不利影响。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-26 DOI: 10.21037/cdt-2025-113
Suvitesh Luthra, Hannah Masraf, Davorin Sef, David Thirukumaran, Szabolcs Miskolczi, Theodore Velissaris

Background: There is a lack of evidence on association between gender specific differences in obesity and cardiovascular risk after isolated surgical aortic valve replacement (AVR) and its impact on outcomes and long-term survival. The aim of this study was to assess the impact of obesity on perioperative outcomes and long-term survival after isolated AVR.

Methods: In this retrospective, single-centre study, we included all patients who underwent isolated AVR between April 2000 and December 2019 from the cardiac surgery database of the Southampton General Hospital (Patient Administration System, e-CAMIS, Yeadon, Leeds, UK). Patients with infective endocarditis, re-sternotomy, other concomitant cardiac procedures, homografts, autografts and emergency operations were excluded. Univariable regression analysis was performed to identify predictors of in-hospital mortality. Hazard ratios were calculated using a Cox proportional hazards model.

Results: Total of 2,398 patients were included in the study and two groups of patients were compared: body mass index (BMI) 25-34.9 kg/m2 (n=2,000) and BMI ≥35 kg/m2 (n=398) based on sensitivity modelling. Actuarial survival was comparable across BMI groups at 12.5and 12.7 years for BMI 25-34.9 kg/m2 and BMI ≥35 kg/m2, respectively (P=0.75 log-rank). Long-term survival was specifically worse for patients with high BMI and composite cardiovascular risk of hypertension, diabetes mellitus, and current smoking [hazard ratio (HR) 1.93, 95% confidence interval (CI): 1.45-2.58, P<0.001] and patients with moderate-to-severe patient prosthesis mismatch (PPM) (effective orifice areas index ≤0.85 cm2/m2) (HR 1.17 95% CI: 0.98-1.39, P=0.08). Median survival time for females was 11.5 years [interquartile range (IQR): 10.3-12.3 years] versus 14.2 years (IQR: 12.7-15.7 years) for males (log-rank P=0.006), although gender was not a significant predictor of long-term survival after adjusting for covariates. Moderate-severe PPM was associated with significantly worse survival in females (log-rank P<0.01), compared to males for whom this difference was not significant (log-rank P=0.21).

Conclusions: Obesity with composite risk factors (hypertension, diabetes mellitus and active smoking) is associated with adverse survival. We did not observe gender-specific differences in long-term survival among specific BMI groups of patients.

背景:关于性别差异的肥胖与孤立主动脉瓣置换术(AVR)后心血管风险之间的关联及其对预后和长期生存的影响,目前缺乏证据。本研究的目的是评估肥胖对孤立性AVR术后围手术期结局和长期生存的影响。方法:在这项回顾性的单中心研究中,我们从南安普顿综合医院(患者管理系统,e-CAMIS, Yeadon, Leeds, UK)的心脏外科数据库中纳入了2000年4月至2019年12月期间接受孤立性AVR的所有患者。排除了感染性心内膜炎、再胸骨切开术、其他合并心脏手术、同种移植物、自体移植物和急诊手术的患者。采用单变量回归分析确定住院死亡率的预测因素。采用Cox比例风险模型计算风险比。结果:共纳入2398例患者,根据敏感性模型对体质指数(BMI) 25 ~ 34.9 kg/m2 (n= 2000)和BMI≥35 kg/m2 (n=398)两组患者进行比较。BMI为25-34.9 kg/m2和BMI≥35 kg/m2的两组精算生存率在12.5年和12.7年时具有可比性(P=0.75 log-rank)。BMI高且有高血压、糖尿病和吸烟复合心血管风险的患者的长期生存率尤其差[危险比(HR) 1.93, 95%可信区间(CI): 1.45-2.58, P2/m2] (HR 1.17, 95% CI: 0.98-1.39, P=0.08)。女性的中位生存时间为11.5年[四分位数间距(IQR): 10.3-12.3年],而男性的中位生存时间为14.2年(IQR: 12.7-15.7年)(log-rank P=0.006),尽管在调整协变量后,性别并不是长期生存的显著预测因子。结论:肥胖合并复合危险因素(高血压、糖尿病和主动吸烟)与不良生存相关。我们没有观察到特定BMI组患者长期生存率的性别差异。
{"title":"Gender-specific differences in body mass index and cardiovascular risk adversely impact survival after aortic valve replacement.","authors":"Suvitesh Luthra, Hannah Masraf, Davorin Sef, David Thirukumaran, Szabolcs Miskolczi, Theodore Velissaris","doi":"10.21037/cdt-2025-113","DOIUrl":"10.21037/cdt-2025-113","url":null,"abstract":"<p><strong>Background: </strong>There is a lack of evidence on association between gender specific differences in obesity and cardiovascular risk after isolated surgical aortic valve replacement (AVR) and its impact on outcomes and long-term survival. The aim of this study was to assess the impact of obesity on perioperative outcomes and long-term survival after isolated AVR.</p><p><strong>Methods: </strong>In this retrospective, single-centre study, we included all patients who underwent isolated AVR between April 2000 and December 2019 from the cardiac surgery database of the Southampton General Hospital (Patient Administration System, e-CAMIS, Yeadon, Leeds, UK). Patients with infective endocarditis, re-sternotomy, other concomitant cardiac procedures, homografts, autografts and emergency operations were excluded. Univariable regression analysis was performed to identify predictors of in-hospital mortality. Hazard ratios were calculated using a Cox proportional hazards model.</p><p><strong>Results: </strong>Total of 2,398 patients were included in the study and two groups of patients were compared: body mass index (BMI) 25-34.9 kg/m<sup>2</sup> (n=2,000) and BMI ≥35 kg/m<sup>2</sup> (n=398) based on sensitivity modelling. Actuarial survival was comparable across BMI groups at 12.5and 12.7 years for BMI 25-34.9 kg/m<sup>2</sup> and BMI ≥35 kg/m<sup>2</sup>, respectively (P=0.75 log-rank). Long-term survival was specifically worse for patients with high BMI and composite cardiovascular risk of hypertension, diabetes mellitus, and current smoking [hazard ratio (HR) 1.93, 95% confidence interval (CI): 1.45-2.58, P<0.001] and patients with moderate-to-severe patient prosthesis mismatch (PPM) (effective orifice areas index ≤0.85 cm<sup>2</sup>/m<sup>2</sup>) (HR 1.17 95% CI: 0.98-1.39, P=0.08). Median survival time for females was 11.5 years [interquartile range (IQR): 10.3-12.3 years] versus 14.2 years (IQR: 12.7-15.7 years) for males (log-rank P=0.006), although gender was not a significant predictor of long-term survival after adjusting for covariates. Moderate-severe PPM was associated with significantly worse survival in females (log-rank P<0.01), compared to males for whom this difference was not significant (log-rank P=0.21).</p><p><strong>Conclusions: </strong>Obesity with composite risk factors (hypertension, diabetes mellitus and active smoking) is associated with adverse survival. We did not observe gender-specific differences in long-term survival among specific BMI groups of patients.</p>","PeriodicalId":9592,"journal":{"name":"Cardiovascular diagnosis and therapy","volume":"15 4","pages":"770-780"},"PeriodicalIF":2.1,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432612/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145063617","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
ChronoSynthNet: a dual-task deep learning model development and validation study for predicting real-time norepinephrine dosage and the early detection of hypotension in patients with septic shock. ChronoSynthNet:一项双任务深度学习模型开发和验证研究,用于预测脓毒性休克患者实时去甲肾上腺素剂量和早期发现低血压。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-27 DOI: 10.21037/cdt-2025-265
Zeyu Jiang, Shixuan Zhang, Yana Yuan, Jiucun Wang, Zixin Hu

Background: In intensive care units (ICUs), managing septic shock requires maintaining adequate tissue perfusion with vasopressors, most commonly norepinephrine, while avoiding under or over-dosing that can worsen hypotension, organ injury, and adverse effects. Bedside vasopressor titration often depends on clinician judgment and simple rules, with limited tools providing individualized, time-aware guidance or early warning of impending hypotension. ChronoSynthNet aimed to create a data-driven model that learns from routine electronic health record (EHR) time-series data to personalize vasopressor therapy and anticipate deterioration. To develop and validate a dual-task deep learning model that predicts real-time norepinephrine requirements and detects hypotension early in adults with septic shock.

Methods: We performed a retrospective cohort analysis using the Medical Information Mart for Intensive Care [MIMIC-IV (2008-2019)] database. Eligible adult ICU stays met Sepsis-3 criteria, received norepinephrine, and had adequate time-series data. ChronoSynthNet integrates a shared Transformer encoder, long short-term memory (LSTM) layers, and a dynamic feature-weighting network to learn cross-variable and temporal relationships. The dataset was split 80/20 into training and internal test sets, with five-fold cross-validation on training data. Classification performance for early hypotension detection was assessed using area under the receiver operating characteristic curve (AUROC), area under the precision-recall curve (AUPRC), precision, recall, and specificity; norepinephrine rate prediction performance was assessed using mean squared error (MSE). Ninety-five percent confidence intervals (95% CIs) were calculated for AUROC, recall, and specificity on the internal test set using bootstrap and Wilson methods.

Results: ChronoSynthNet achieved AUROC of 0.89 (95% CI: 0.836-0.938) for hypotension classification and MSE of 0.0213 (95% CI: 0.0192-0.0234) for predicting the norepinephrine infusion rate. The model demonstrated high specificity (97%, 95% CI: 96.3-98.3%) and precision (92%, 95% CI: 90.3-93.7%), with a recall of 74% (95% CI: 71.3-76.7%). Hypotension events were predicted a median of 3.5 hours in advance.

Conclusions: ChronoSynthNet demonstrated strong performance in early hypotension detection and norepinephrine dose forecasting in ICU patients with septic shock. These findings support its potential role in aiding real-time vasopressor titration and early recognition of hemodynamic instability; prospective multicenter validation is needed before clinical deployment.

背景:在重症监护病房(icu),处理感染性休克需要血管加压剂(最常见的是去甲肾上腺素)维持足够的组织灌注,同时避免剂量不足或过量,否则会加重低血压、器官损伤和不良反应。床边加压滴定通常取决于临床医生的判断和简单的规则,有限的工具提供个体化、时效性的指导或即将发生的低血压的早期预警。ChronoSynthNet旨在创建一个数据驱动的模型,该模型可以从常规电子健康记录(EHR)时间序列数据中学习,从而个性化血管加压治疗并预测病情恶化。开发并验证一种双任务深度学习模型,该模型可预测成人感染性休克患者的实时去甲肾上腺素需求,并在早期发现低血压。方法:采用重症监护医疗信息市场[MIMIC-IV(2008-2019)]数据库进行回顾性队列分析。符合脓毒症-3标准的成人ICU住院,接受去甲肾上腺素治疗,并有足够的时间序列数据。ChronoSynthNet集成了一个共享的Transformer编码器、长短期记忆(LSTM)层和一个动态特征加权网络,以学习跨变量和时间关系。数据集按80/20分成训练集和内部测试集,对训练数据进行5次交叉验证。采用受试者工作特征曲线下面积(AUROC)、精密度-召回曲线下面积(AUPRC)、精密度、召回率和特异性评估早期低血压检测的分类性能;用均方误差(MSE)评价去甲肾上腺素率预测效果。使用bootstrap和Wilson方法计算内部测试集的AUROC、召回率和特异性的95%置信区间(95% ci)。结果:ChronoSynthNet对低血压分类的AUROC为0.89 (95% CI: 0.836-0.938),预测去甲肾上腺素输注率的MSE为0.0213 (95% CI: 0.0192-0.0234)。该模型具有较高的特异性(97%,95% CI: 96.3-98.3%)和精确度(92%,95% CI: 90.3-93.7%),召回率为74% (95% CI: 71.3-76.7%)。低血压事件平均提前3.5小时预测。结论:ChronoSynthNet在脓毒性休克ICU患者的早期低血压检测和去甲肾上腺素剂量预测方面表现出色。这些发现支持其在帮助实时血管加压滴定和早期识别血流动力学不稳定方面的潜在作用;在临床应用前需要进行前瞻性多中心验证。
{"title":"ChronoSynthNet: a dual-task deep learning model development and validation study for predicting real-time norepinephrine dosage and the early detection of hypotension in patients with septic shock.","authors":"Zeyu Jiang, Shixuan Zhang, Yana Yuan, Jiucun Wang, Zixin Hu","doi":"10.21037/cdt-2025-265","DOIUrl":"10.21037/cdt-2025-265","url":null,"abstract":"<p><strong>Background: </strong>In intensive care units (ICUs), managing septic shock requires maintaining adequate tissue perfusion with vasopressors, most commonly norepinephrine, while avoiding under or over-dosing that can worsen hypotension, organ injury, and adverse effects. Bedside vasopressor titration often depends on clinician judgment and simple rules, with limited tools providing individualized, time-aware guidance or early warning of impending hypotension. ChronoSynthNet aimed to create a data-driven model that learns from routine electronic health record (EHR) time-series data to personalize vasopressor therapy and anticipate deterioration. To develop and validate a dual-task deep learning model that predicts real-time norepinephrine requirements and detects hypotension early in adults with septic shock.</p><p><strong>Methods: </strong>We performed a retrospective cohort analysis using the Medical Information Mart for Intensive Care [MIMIC-IV (2008-2019)] database. Eligible adult ICU stays met Sepsis-3 criteria, received norepinephrine, and had adequate time-series data. ChronoSynthNet integrates a shared Transformer encoder, long short-term memory (LSTM) layers, and a dynamic feature-weighting network to learn cross-variable and temporal relationships. The dataset was split 80/20 into training and internal test sets, with five-fold cross-validation on training data. Classification performance for early hypotension detection was assessed using area under the receiver operating characteristic curve (AUROC), area under the precision-recall curve (AUPRC), precision, recall, and specificity; norepinephrine rate prediction performance was assessed using mean squared error (MSE). Ninety-five percent confidence intervals (95% CIs) were calculated for AUROC, recall, and specificity on the internal test set using bootstrap and Wilson methods.</p><p><strong>Results: </strong>ChronoSynthNet achieved AUROC of 0.89 (95% CI: 0.836-0.938) for hypotension classification and MSE of 0.0213 (95% CI: 0.0192-0.0234) for predicting the norepinephrine infusion rate. The model demonstrated high specificity (97%, 95% CI: 96.3-98.3%) and precision (92%, 95% CI: 90.3-93.7%), with a recall of 74% (95% CI: 71.3-76.7%). Hypotension events were predicted a median of 3.5 hours in advance.</p><p><strong>Conclusions: </strong>ChronoSynthNet demonstrated strong performance in early hypotension detection and norepinephrine dose forecasting in ICU patients with septic shock. These findings support its potential role in aiding real-time vasopressor titration and early recognition of hemodynamic instability; prospective multicenter validation is needed before clinical deployment.</p>","PeriodicalId":9592,"journal":{"name":"Cardiovascular diagnosis and therapy","volume":"15 4","pages":"833-846"},"PeriodicalIF":2.1,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432635/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145063516","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
BK channel agonists may affect matrix vesicle secretion and ameliorate vascular calcification via autophagy. BK通道激动剂可能影响基质囊泡分泌并通过自噬改善血管钙化。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-28 DOI: 10.21037/cdt-2025-86
Jue Sun, Youwei Lu, Zixuan Li, Junhao Dai, Parveen K Garg, Hong Xin, Qianhong Yang

Background: Vascular calcification (VC) is a common high-risk factor for cardiovascular disease and is mainly caused by the deposition of calcium (Ca2+), phosphorus, and other minerals on the walls of arteries and veins; however, its specific pathogenic mechanism is still unclear. The aim of the present study was to explore the effect of large-conductance calcium and voltage-activated potassium (BK) channels in regulating VC.

Methods: In this study, primary vascular smooth muscle cells (VSMCs) isolated from the rat or murine thoracic aorta were treated with calcifying media and NS1619 and 3-methyladenine (3-MA) and divided into the following five groups: (I) the control group; (II) the control + NS1619 group; (III) the calcify group; (IV) the calcify + NS1619 group; (V) the calcify + NS1619+3-MA group. Twelve male C57BL/6 mice (20-25 g) were treated with vitamin D and NS1619 and divided into the following four groups: (I) the control group; (II) the vitamin D model group; (III) the vitamin D +5 mg/kg NS1619 group; and (IV) the vitamin D +10 mg/kg NS1619 group. Gene expression, protein expression and the size and concentration of MVs were tested by quantitative polymerase chain reaction (qPCR), Western blot (WB), immunohistochemistry and nanoparticle tracking analysis (NTA), respectively.

Results: We found that BK channels regulate VC. BK channel downregulation was observed in samples from animal and cell models of VC. Both the application of the BK channel agonist NS1619 and BK overexpression modulated the expression of Runt-related transcription factor 2 (Runx2) and alpha-smooth muscle actin (α-SMA) by suppressing matrix vesicles (MVs) formation and secretion, consequently improving VC in VSMCs. However, intervention with the autophagy inhibitor 3-MA appeared to regulate the secretion of MVs and simultaneously weakened the therapeutic effect of NS1619 on calcification.

Conclusions: Although our experimental sample size is small, we still speculate that BK channel agonists might inhibit the secretion of MVs by activating autophagy, thereby alleviating VC. BK channels may be applied in clinical practice and become a potential target for treating VC.

背景:血管钙化(Vascular calcification, VC)是心血管疾病常见的高危因素,主要由钙(Ca2+)、磷等矿物质在动静脉壁上沉积引起;但其具体致病机制尚不清楚。本研究旨在探讨大电导钙和电压活化钾(BK)通道在VC调控中的作用。方法:本研究采用钙化介质、NS1619和3-甲基腺嘌呤(3-MA)处理大鼠或小鼠胸主动脉原代血管平滑肌细胞(VSMCs),分为5组:(1)对照组;(II)对照组+ NS1619组;(III)钙化基团;(IV)钙化+ NS1619组;(V)钙化+ NS1619+3-MA组。将12只雄性C57BL/6小鼠(20 ~ 25 g)分别给予维生素D和NS1619处理,分为4组:(1)对照组;(II)维生素D模型组;(III)维生素D +5 mg/kg NS1619组;(IV)维生素D +10 mg/kg NS1619组。分别采用定量聚合酶链反应(qPCR)、Western blot (WB)、免疫组织化学(immunohistochemistry)和纳米颗粒跟踪分析(NTA)检测MVs的基因表达、蛋白表达和大小、浓度。结果:我们发现BK通道调节VC。在VC动物和细胞模型样品中观察到BK通道下调。BK通道激动剂NS1619的应用和BK过表达均可通过抑制基质囊泡(matrix vesicles, MVs)的形成和分泌,调节runt相关转录因子2 (Runx2)和α-平滑肌肌动蛋白(α-SMA)的表达,从而改善VSMCs中的VC。然而,自噬抑制剂3-MA干预似乎可以调节mv的分泌,同时削弱NS1619对钙化的治疗作用。结论:虽然我们的实验样本量很小,但我们仍然推测BK通道激动剂可能通过激活自噬来抑制MVs的分泌,从而减轻VC。BK通道有可能应用于临床,成为治疗VC的潜在靶点。
{"title":"BK channel agonists may affect matrix vesicle secretion and ameliorate vascular calcification via autophagy.","authors":"Jue Sun, Youwei Lu, Zixuan Li, Junhao Dai, Parveen K Garg, Hong Xin, Qianhong Yang","doi":"10.21037/cdt-2025-86","DOIUrl":"10.21037/cdt-2025-86","url":null,"abstract":"<p><strong>Background: </strong>Vascular calcification (VC) is a common high-risk factor for cardiovascular disease and is mainly caused by the deposition of calcium (Ca<sup>2+</sup>), phosphorus, and other minerals on the walls of arteries and veins; however, its specific pathogenic mechanism is still unclear. The aim of the present study was to explore the effect of large-conductance calcium and voltage-activated potassium (BK) channels in regulating VC.</p><p><strong>Methods: </strong>In this study, primary vascular smooth muscle cells (VSMCs) isolated from the rat or murine thoracic aorta were treated with calcifying media and NS1619 and 3-methyladenine (3-MA) and divided into the following five groups: (I) the control group; (II) the control + NS1619 group; (III) the calcify group; (IV) the calcify + NS1619 group; (V) the calcify + NS1619+3-MA group. Twelve male C57BL/6 mice (20-25 g) were treated with vitamin D and NS1619 and divided into the following four groups: (I) the control group; (II) the vitamin D model group; (III) the vitamin D +5 mg/kg NS1619 group; and (IV) the vitamin D +10 mg/kg NS1619 group. Gene expression, protein expression and the size and concentration of MVs were tested by quantitative polymerase chain reaction (qPCR), Western blot (WB), immunohistochemistry and nanoparticle tracking analysis (NTA), respectively.</p><p><strong>Results: </strong>We found that BK channels regulate VC. BK channel downregulation was observed in samples from animal and cell models of VC. Both the application of the BK channel agonist NS1619 and BK overexpression modulated the expression of Runt-related transcription factor 2 (Runx2) and alpha-smooth muscle actin (α-SMA) by suppressing matrix vesicles (MVs) formation and secretion, consequently improving VC in VSMCs. However, intervention with the autophagy inhibitor 3-MA appeared to regulate the secretion of MVs and simultaneously weakened the therapeutic effect of NS1619 on calcification.</p><p><strong>Conclusions: </strong>Although our experimental sample size is small, we still speculate that BK channel agonists might inhibit the secretion of MVs by activating autophagy, thereby alleviating VC. BK channels may be applied in clinical practice and become a potential target for treating VC.</p>","PeriodicalId":9592,"journal":{"name":"Cardiovascular diagnosis and therapy","volume":"15 4","pages":"820-832"},"PeriodicalIF":2.1,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432623/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145063565","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
Digital clinical teaching of cardiovascular surgery supported by precision imaging and 3D printing technology: a randomized parallel-controlled trial. 精准成像与3D打印技术支持的心血管外科数字化临床教学:一项随机平行对照试验
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-28 DOI: 10.21037/cdt-2025-98
Tengyue Zhao, Yuanyuan Wang, Bingjie Wang, Yu Liu, Ziying Chen, Yuming Wu
<p><strong>Background: </strong>Cardiovascular surgery demands deep knowledge of the heart's intricate three-dimensional (3D) anatomy, but current teaching methods do not adequately develop students' spatial skills. Advances in precise imaging and 3D printing offer transformative potential for clinical education. In this study, taking the teaching of cardiovascular surgery as an example, we aimed to integrate precision imaging and 3D printing technologies with case-based learning (CBL), problem-based learning (PBL), and team-based learning (TBL). Our objective was to explore digital teaching approaches in clinical surgery and address the limitations of current learning models in spatial visualization training.</p><p><strong>Methods: </strong>This study employed a parallel design randomized controlled trial (RCT) methodology. A total of 80 clinical medicine students from the 2020 cohort, currently undertaking their practicum in the Department of Cardiac Great Vascular Surgery at The Second Hospital of Hebei Medical University, were randomly assigned into two groups: a digital teaching group and a case-, problem-, and team-based learning (C-P-TBL) teaching group, each comprising 40 students. The digital teaching group utilized an innovative digital teaching approach, enhanced by precision imaging and 3D printing technology. In contrast, the C-P-TBL teaching group employed an integrated teaching model combining CBL, PBL, and TBL. The two groups were compared via theoretical and skills assessment, along with the analysis of teaching quality questionnaires and teaching satisfaction metrics, so as to evaluate the incremental benefits conferred by digital tools within the existing teaching framework.</p><p><strong>Results: </strong>The digital teaching group demonstrated superior performance compared to the C-P-TBL teaching group, as evidenced by higher scores in theoretical knowledge (86.28±10.756 <i>vs.</i> 80.25±9.440), clinical skills (87.90±7.530 <i>vs.</i> 83.05±7.473), and overall assessment (86.93±8.131 <i>vs.</i> 81.37±7.716). Based on the results of the teaching quality questionnaires, the digital teaching group demonstrated a statistically significant superiority over the C-P-TBL teaching group in several areas: self-learning ability, comprehension and application of theoretical knowledge, problem discovery and analysis skills, spatial imagination capability, and overall self-comprehensive ability.</p><p><strong>Conclusions: </strong>The integration of digital technologies, exemplified by precision imaging and 3D printing, with CBL, PBL, and TBL methodologies, has been shown to significantly enhance the spatial visualization skills of medical students. This approach not only improves their theoretical understanding and technical proficiency, but also leads to higher self-assessment of abilities and increased satisfaction with the teaching process. Consequently, this pedagogical strategy merits consideration for widespread implementation in th
背景:心血管外科需要对心脏复杂的三维解剖结构有深入的了解,但目前的教学方法并没有充分培养学生的空间技能。精密成像和3D打印技术的进步为临床教育提供了变革性的潜力。本研究以心血管外科教学为例,将精密成像和3D打印技术与基于案例的学习(CBL)、基于问题的学习(PBL)和基于团队的学习(TBL)相结合。我们的目标是探索临床外科的数字化教学方法,并解决当前空间可视化训练中学习模式的局限性。方法:采用平行设计随机对照试验(RCT)方法。选取河北医科大学第二医院心脏大血管外科2020级临床医学专业实习学生80名,随机分为数字化教学组和案例、问题和团队学习(C-P-TBL)教学组,每组40名。数字化教学小组采用创新的数字化教学方法,辅以精密成像和3D打印技术。C-P-TBL教学组采用CBL、PBL、TBL相结合的综合教学模式。通过理论和技能评估,以及教学质量问卷和教学满意度指标的分析,对两组进行比较,以评估数字工具在现有教学框架内所带来的增量效益。结果:数字化教学组在理论知识(86.28±10.756比80.25±9.440)、临床技能(87.90±7.530比83.05±7.473)、综合评价(86.93±8.131比81.37±7.716)方面均优于C-P-TBL教学组。从教学质量问卷调查结果来看,数字化教学组在自主学习能力、理论知识的理解与应用能力、问题发现与分析能力、空间想象能力、整体自我综合能力等方面均明显优于C-P-TBL教学组。结论:以精密成像和3D打印为代表的数字技术与CBL、PBL和TBL方法的整合已被证明可以显著提高医学生的空间可视化技能。这种方法不仅提高了他们的理论理解和技术熟练程度,而且提高了他们对能力的自我评价和对教学过程的满意度。因此,这种教学策略值得考虑在心血管外科临床教育中广泛实施。
{"title":"Digital clinical teaching of cardiovascular surgery supported by precision imaging and 3D printing technology: a randomized parallel-controlled trial.","authors":"Tengyue Zhao, Yuanyuan Wang, Bingjie Wang, Yu Liu, Ziying Chen, Yuming Wu","doi":"10.21037/cdt-2025-98","DOIUrl":"10.21037/cdt-2025-98","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Cardiovascular surgery demands deep knowledge of the heart's intricate three-dimensional (3D) anatomy, but current teaching methods do not adequately develop students' spatial skills. Advances in precise imaging and 3D printing offer transformative potential for clinical education. In this study, taking the teaching of cardiovascular surgery as an example, we aimed to integrate precision imaging and 3D printing technologies with case-based learning (CBL), problem-based learning (PBL), and team-based learning (TBL). Our objective was to explore digital teaching approaches in clinical surgery and address the limitations of current learning models in spatial visualization training.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;This study employed a parallel design randomized controlled trial (RCT) methodology. A total of 80 clinical medicine students from the 2020 cohort, currently undertaking their practicum in the Department of Cardiac Great Vascular Surgery at The Second Hospital of Hebei Medical University, were randomly assigned into two groups: a digital teaching group and a case-, problem-, and team-based learning (C-P-TBL) teaching group, each comprising 40 students. The digital teaching group utilized an innovative digital teaching approach, enhanced by precision imaging and 3D printing technology. In contrast, the C-P-TBL teaching group employed an integrated teaching model combining CBL, PBL, and TBL. The two groups were compared via theoretical and skills assessment, along with the analysis of teaching quality questionnaires and teaching satisfaction metrics, so as to evaluate the incremental benefits conferred by digital tools within the existing teaching framework.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The digital teaching group demonstrated superior performance compared to the C-P-TBL teaching group, as evidenced by higher scores in theoretical knowledge (86.28±10.756 &lt;i&gt;vs.&lt;/i&gt; 80.25±9.440), clinical skills (87.90±7.530 &lt;i&gt;vs.&lt;/i&gt; 83.05±7.473), and overall assessment (86.93±8.131 &lt;i&gt;vs.&lt;/i&gt; 81.37±7.716). Based on the results of the teaching quality questionnaires, the digital teaching group demonstrated a statistically significant superiority over the C-P-TBL teaching group in several areas: self-learning ability, comprehension and application of theoretical knowledge, problem discovery and analysis skills, spatial imagination capability, and overall self-comprehensive ability.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;The integration of digital technologies, exemplified by precision imaging and 3D printing, with CBL, PBL, and TBL methodologies, has been shown to significantly enhance the spatial visualization skills of medical students. This approach not only improves their theoretical understanding and technical proficiency, but also leads to higher self-assessment of abilities and increased satisfaction with the teaching process. Consequently, this pedagogical strategy merits consideration for widespread implementation in th","PeriodicalId":9592,"journal":{"name":"Cardiovascular diagnosis and therapy","volume":"15 4","pages":"714-725"},"PeriodicalIF":2.1,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12432650/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145063531","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
Extravasation, thrombosis, and infection with vasopressor infusion through peripheral intravenous catheters: a systematic review and meta-analysis. 外周静脉导管输注血管加压素的外渗、血栓和感染:一项系统回顾和荟萃分析。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-28 DOI: 10.21037/cdt-2025-290
Wei Wu, Xueqin Yang, Ling Kou

Background: The safety of administering vasopressors through peripheral venous catheters (PVCs) remains controversial, primarily due to concerns regarding extravasation, thrombosis, and catheter-related infections. This study aimed to systematically summarize the prevalence of these complications through a meta-analysis.

Methods: The PubMed, Excerpta Medical Database (Embase), Cochrane Library, Web of Science (WOS), China National Knowledge Infrastructure (CNKI), Wanfang (WF), Chinese Science and Technology Journal Database (VIP), and China Biology Medicine disc (CBMdisc) databases were systematically searched (from database establishment 16 August 2025) to retrieve pertinent articles, and study quality was rated via the Joanna Briggs Institute (JBI) scale and Newcastle-Ottawa Scale (NOS). The data analysis was conducted using the meta package in R, and random/fixed-effects models were applied to combine the complication rates based on heterogeneity. Sensitivity and subgroup analyses were also carried out.

Results: A total of 19 studies comprising 6,852 patients across 10 counties, including Sweden, the USA, and China, were encompassed in the meta-analysis, with the majority being intensive care unit (ICU) patients. The overall rates of extravasation, thrombosis, and infection were 1.43% [95% confidence interval (CI): 0.72-2.32%; I2=71%], 1.47% (95% CI: 0.32-3.18%; I2=86%), and 0.72% (95% CI: 0.14-1.60%; I2=63%), respectively. The subgroup analysis peripherally inserted central catheters (PICCs) carried a higher risk of thrombosis, while midline catheters (MCs) had the lowest risk of extravasation. In relation to the catheter-related infection risks, PVCs showed the lowest incidence, whereas PICCs had the highest. Limited direct comparative evidence indicated no statistically significant differences between PVCs and central venous catheters (CVCs).

Conclusions: Under standardized procedures, PVCs may be a viable option for vasopressor infusion, particularly MCs, which showed the lowest risk of extravasation. Caution is warranted with PICCs due to the potential risk of thrombosis, while traditional PVCs should be limited to short-term or emergency use. Future well-designed studies with standardized definitions are needed to strengthen the reliability and clinical applicability of the evidence.

背景:通过外周静脉导管(pvc)给药血管加压药的安全性仍然存在争议,主要是由于对外渗、血栓形成和导管相关感染的担忧。本研究旨在通过荟萃分析系统总结这些并发症的患病率。方法:系统检索PubMed、摘录医学数据库(Embase)、Cochrane图书馆、Web of Science (WOS)、中国知网(CNKI)、万方(WF)、中国科技期刊数据库(VIP)和中国生物医学光盘(CBMdisc)数据库(自2025年8月16日建库起),检索相关文章,采用Joanna Briggs Institute (JBI)量表和Newcastle-Ottawa量表(NOS)对研究质量进行评定。使用R中的meta包进行数据分析,并根据异质性采用随机/固定效应模型合并并发症发生率。还进行了敏感性和亚组分析。结果:荟萃分析共纳入了19项研究,包括瑞典、美国和中国等10个国家的6852名患者,其中大多数是重症监护病房(ICU)患者。外渗、血栓形成和感染的总发生率为1.43%[95%可信区间(CI): 0.72-2.32%;I2 = 71%), 1.47%(95%置信区间CI: 0.32 - -3.18%; I2 = 86%),和0.72%(95%可信区间:0.14 - -1.60%;I2 = 63%),分别为。亚组分析外周插入中心导管(PICCs)具有较高的血栓形成风险,而中线导管(MCs)具有最低的外渗风险。在导管相关感染风险方面,室性早搏发生率最低,PICCs发生率最高。有限的直接比较证据表明,室性早搏和中心静脉导管(CVCs)之间没有统计学上的显著差异。结论:在标准化的程序下,室性早搏可能是一种可行的血管加压剂输注选择,特别是MCs,它显示出最低的外渗风险。由于潜在的血栓形成风险,PICCs应谨慎使用,而传统的室性早搏应限于短期或紧急使用。未来需要有标准化定义的精心设计的研究来加强证据的可靠性和临床适用性。
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引用次数: 0
The effect of Angio-CT on the efficacy of hemoptysis patients with non-bronchial systemic arteries-a retrospective study. 血管ct对非支气管全身动脉咯血疗效影响的回顾性研究。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-12 DOI: 10.21037/cdt-2024-694
Yanqiao Ren, Chao Chen, Songlin Song, Yiming Liu, Jiacheng Liu, Guofeng Zhou, Bin Liang, Chuansheng Zheng

Background: Hemoptysis is a prevalent symptom among patients with respiratory diseases, and those experiencing hemoptysis from non-bronchial artery sources are particularly susceptible to recurrence following treatment. This study aimed to evaluate the therapeutic effect of angiogram computed tomography (Angio-CT) on bronchial artery embolization (BAE) in patients with non-bronchial systemic arteries (NBSA).

Methods: This retrospective study included a total of 100 patients experiencing hemoptysis due to various etiologies between January 2020 and June 2024 in Huazhong University of Science and Technology Tongji Medical College Affiliated Union Hospital. The patients were divided into two groups: BAE treatment combined with Angio-CT group (n=60); Conventional BAE treatment group (n=40). A total of 26 and 14 patients in each group experienced hemoptysis attributed to NBSA. Clinical data were recorded, including age, gender, volume of hemoptysis, etc. Hemoptysis-free survival and overall survival were illustrated using Kaplan-Meier curves. The log-rank test was used to assess the differences in hemoptysis-free survival and overall survival between the two groups.

Results: Technical success was achieved in all patients. There were no statistical differences in clinical success rate (90.0% vs. 91.7%, P=0.78). The difference in recurrence rates between the two patient groups is statistically significant (11.7% vs. 27.5%, P=0.04). And among patients with NBSA, the Angio-CT group exhibited a higher recurrence rate without hemoptysis compared to the traditional BAE group (P=0.04). In contrast, there was no significant difference in recurrence rates between the two groups of patients without NBSA (P=0.68).

Conclusions: The application of Angio-CT in guiding the treatment of NBSA-related hemoptysis offers superior clinical outcomes compared to conventional approaches. These findings could provide valuable evidence for refining therapeutic strategies, ultimately improving patient management in hemoptysis cases.

背景:咯血是呼吸系统疾病患者的常见症状,非支气管动脉来源的咯血患者在治疗后特别容易复发。本研究旨在评价血管造影计算机断层扫描(Angio-CT)对非支气管全身动脉(NBSA)患者支气管动脉栓塞(BAE)的治疗效果。方法:回顾性研究华中科技大学同济医学院附属协和医院2020年1月至2024年6月各类咯血患者100例。患者分为两组:BAE联合血管ct组(n=60);常规BAE治疗组(n=40)。两组分别有26例和14例因NBSA引起的咯血。记录临床资料,包括年龄、性别、咯血量等。无咯血生存期和总生存期用Kaplan-Meier曲线表示。采用log-rank检验评估两组无咯血生存期和总生存期的差异。结果:所有患者均获得技术成功。两组临床成功率比较,差异无统计学意义(90.0% vs 91.7%, P=0.78)。两组患者复发率差异有统计学意义(11.7% vs. 27.5%, P=0.04)。在NBSA患者中,血管ct组无咯血复发率高于传统BAE组(P=0.04)。两组无NBSA的患者复发率差异无统计学意义(P=0.68)。结论:应用血管ct指导nbsa相关性咯血的临床效果优于常规方法。这些发现可以为改进治疗策略提供有价值的证据,最终改善咯血病例的患者管理。
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引用次数: 0
Biomarkers of increased bleeding risk in patients with atrial fibrillation on oral anticoagulation: a narrative review. 口服抗凝治疗心房颤动患者出血风险增加的生物标志物:一项叙述性综述。
IF 2.1 3区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-30 Epub Date: 2025-08-19 DOI: 10.21037/cdt-2024-696
Abdalazeem Ibrahem, Ahmed Abdalwahab, Michael Gillan, Mohaned Egred, Mohammad Alkhalil, Diana A Gorog, Mohamed Farag

Background and objective: Atrial fibrillation (AF) is an independent risk factor for ischemic stroke and systemic thromboembolism. Oral anticoagulation (OAC) effectively reduces stroke risk but also increases bleeding risk. Current clinical risk scores for bleeding in AF patients have only modest predictive ability and overlapping stroke and bleeding risk factors complicate treatment decisions. This narrative review aims to review and evaluate current evidence on biomarkers that can predict bleeding risk in AF patients on OAC and assess their integration into risk-scoring systems to guide more personalised clinical decision-making.

Methods: This narrative review summarises data from major clinical trials and cohort studies evaluating bleeding-related biomarkers in AF patients on OAC, including growth differentiation factor 15 (GDF-15), high-sensitivity cardiac troponin (hs-cTn), N-terminal prohormone-brain natriuretic peptide (NT-pro-BNP), interleukin-6 (IL-6), von Willebrand factor (vWF), cystatin C, and D-dimer. The prognostic value of these biomarkers, their role in risk scores (e.g., ABC-bleeding), and their ability to improve predictive accuracy were examined.

Key content and findings: In recent years, several biomarkers have shown promise in predicting bleeding risk in patients with AF on OAC. GDF-15 has consistently emerged as a strong independent marker of significant bleeding and mortality, validated in trials such as Randomized Evaluation of Long-Term Anticoagulation Therapy (RE-LY), Apixaban for Reduction in Stroke and Other Thromboembolic Events in Atrial Fibrillation (ARISTOTLE), and Edoxaban Versus Warfarin in Patients with Atrial Fibrillation trial (ENGAGE AF-TIMI 48). hs-cTn and D-dimer levels are also independently associated with an increased bleeding risk and have been included in the ABC-bleeding score, which has shown superior predictive ability compared to traditional scores, such as HAS-BLED. Biomarkers such as cystatin C, which reflects renal dysfunction, vWF, and IL-6 have demonstrated associations with adverse outcomes, although their predictive abilities vary. The inclusion of these biomarkers in clinical tools has improved bleeding risk prediction. Although trials and cost-effectiveness models suggest clinical benefit, further real-world validation is required to confirm their place in everyday clinical practice.

Conclusions: Several biomarkers have demonstrated the ability to predict bleeding risk in patients with AF. Risk-scoring systems that incorporate biomarkers have improved the prediction of bleeding events. More accurate identification of patients at higher risk of bleeding allows clinicians and patients to better balance the risks of bleeding versus stroke in the setting of AF and create individualised care plans to lower the overall rate of both stroke and bleeding.

背景与目的:房颤(AF)是缺血性卒中和全身性血栓栓塞的独立危险因素。口服抗凝剂(OAC)可有效降低中风风险,但也会增加出血风险。目前AF患者出血的临床风险评分只有适度的预测能力,重叠的卒中和出血风险因素使治疗决策复杂化。这篇叙述性综述旨在回顾和评估目前关于生物标志物的证据,这些生物标志物可以预测房颤患者在OAC上的出血风险,并评估其与风险评分系统的整合,以指导更个性化的临床决策。方法:本文综述了评估房颤患者OAC出血相关生物标志物的主要临床试验和队列研究的数据,包括生长分化因子15 (GDF-15)、高敏心肌肌钙蛋白(hs-cTn)、n端激素原脑利钠肽(NT-pro-BNP)、白细胞介素6 (IL-6)、血管性血液病因子(vWF)、胱抑素C和d -二聚体。研究了这些生物标志物的预后价值、它们在风险评分中的作用(如abc出血)以及它们提高预测准确性的能力。近年来,一些生物标志物在预测房颤OAC患者出血风险方面显示出了希望。GDF-15一直是显著出血和死亡率的强大独立标志物,在长期抗凝治疗的随机评估(RE-LY)、阿哌沙班减少房颤卒中和其他血栓栓塞事件(亚里士多德)和依多沙班与华法林在房颤患者中的试验(ENGAGE AF-TIMI 48)中得到验证。hs-cTn和d -二聚体水平也与出血风险增加独立相关,并已被纳入abc出血评分,与传统评分(如has - bled)相比,abc出血评分显示出更好的预测能力。生物标志物如反映肾功能的胱抑素C、vWF和IL-6已被证明与不良结局相关,尽管它们的预测能力各不相同。在临床工具中纳入这些生物标志物可以改善出血风险预测。虽然试验和成本效益模型表明临床益处,但需要进一步的实际验证来确认其在日常临床实践中的地位。结论:一些生物标志物已经证明能够预测房颤患者的出血风险。纳入生物标志物的风险评分系统改善了出血事件的预测。更准确地识别出血风险较高的患者,使临床医生和患者能够更好地平衡房颤中出血与中风的风险,并制定个性化的护理计划,以降低中风和出血的总体发生率。
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Cardiovascular diagnosis and therapy
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