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Clinical impact of mean pulmonary arterial pressure after balloon pulmonary angioplasty for inoperable chronic thromboembolic pulmonary hypertension. 球囊肺动脉成形术治疗不能手术的慢性血栓栓塞性肺动脉高压后平均肺动脉压的临床影响。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-09-05 DOI: 10.1136/openhrt-2025-003532
Ryo Takano, Tatsuo Aoki, Shinya Fujisaki, Mitsumasa Akao, Hiroyuki Endo, Naruhiro Nishi, Hiroya Hayashi, Akiyuki Kotoku, Hiroki Horinouchi, Takatoyo Kiko, Ryotaro Asano, Jin Ueda, Akihiro Tsuji, Kenichi Tsujita, Teruo Noguchi, Tetsuya Fukuda, Takeshi Ogo

Background: Balloon pulmonary angioplasty (BPA) improves haemodynamics in patients with inoperable chronic thromboembolic pulmonary hypertension (CTEPH). Previous studies on BPA have set the treatment objective to achieve a mean pulmonary arterial pressure (mPAP) of <30 mm Hg. However, the clinical impact of mPAP after BPA remains unclear. This study aimed to stratify patients according to their mPAP after BPA and evaluate its association with clinical status and long-term outcomes.

Methods: We retrospectively reviewed 304 patients with inoperable CTEPH (median age, 72 (61 to 79) years) who underwent BPA and follow-up right heart catheterisation. Patients were categorised by mPAP after BPA: ≤20, >20-<30 and ≥30 mm Hg groups.

Results: The WHO functional classification, 6 min walk distance and right ventricular ejection fraction were significantly better in the group with a lower mPAP (trend test p=0.007, p<0.001 and p=0.002, respectively). Additionally, the proportions of patients who required pulmonary vasodilators or oxygen therapy were significantly lower in the group with a lower mPAP (trend test p<0.001 and p<0.001, respectively). Across all multivariable models, the mPAP ≥30 mm Hg group had a significantly poorer prognosis compared with the mPAP ≤20 mm Hg group. In contrast, no significant difference was observed between the mPAP ≤20 mm Hg and >20-<30 mm Hg groups.

Conclusions: In patients with CTEPH after BPA, an mPAP of <30 mm Hg was associated with a favourable prognosis, and patients with an mPAP of ≤20 mm Hg presented with better symptoms, exercise capacity, right ventricular function and more withdrawal from oxygen therapy and pulmonary vasodilators. The BPA treatment goal may require individual adaptation.

背景:球囊肺血管成形术(BPA)可改善不能手术的慢性血栓栓塞性肺动脉高压(CTEPH)患者的血流动力学。我们回顾性分析了304例不能手术的CTEPH患者(中位年龄72岁(61 ~ 79)岁),这些患者接受了BPA和后续的右心导管置入术。结果:低mPAP组的WHO功能分级、6分钟步行距离和右心室射血分数均显著优于低mPAP组(趋势检验p=0.007, p - 20)。结论:BPA后CTEPH患者的mPAP为
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引用次数: 0
Complications after complex device implantation: how important is implanter seniority? 复杂器械植入后的并发症:植入者资历有多重要?
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-09-03 DOI: 10.1136/openhrt-2025-003428
Paul A Scott, Antonio Cannata, Daniel I Bromage, Ian J Wright, Anish Bhuva, Matthew J Lovell, Chris Plummer, Mark de Belder, Mark Dayer, Francis Murgatroyd

Background: The complication risk of procedures may be influenced by operator and institutional characteristics. Our aim was to assess whether supervising consultant seniority and operative volume, and hospital volume were associated with the risk of reintervention following complex device implantation.

Methods: A nationwide population-based study was performed using the National Institute for Cardiovascular Outcomes Research registry including all patients receiving their first transvenous implantable cardioverter defibrillator or cardiac resynchronisation therapy (CRT) implant in England over 5 years (April 2014-March 2019). The primary endpoint was 1-year reintervention. We evaluated the association between reintervention and supervising consultant annualised complex device volume, supervising consultant seniority and hospital annualised complex device volume, using multilevel logistic regression.

Results: 47 630 implants were included. The 1-year reintervention rate was 6.1% (N=2916). There was no difference in reintervention risk with increasing supervising consultant volume (OR 0.89 Q4 vs Q1; 95% CI 0.76 to 1.05, p=0.17). When CRT-pacemakers/defibrillators implants were analysed separately (N=26 108), there was an association between operator volume and 1-year reintervention, but this was of borderline statistical significance and only evident in the highest compared with the lowest volume quartile of operators (adjusted OR 0.79 Q4 vs Q1; 95% CI 0.63 to 0.98, p=0.03). There was a non-linear relationship between reintervention risk and supervising consultant seniority, with the operators in the middle two quartiles of seniority having a lower risk (OR 0.87 Q2 vs Q1, p=0.02; OR 0.81 Q3 vs.Q1; p=0.003) while the most and least senior operators had a similar reintervention risk (OR 0.93 Q4 vs Q1, p=0.31). Hospital volume was not associated with 1-year reintervention.

Conclusions: There is a U-shaped curve between operator seniority and reintervention risk for complex devices. Although there are several potential explanations, these data suggest that while newly qualified consultants may benefit from mentoring, all operators should continuously evaluate their outcomes and share them within their centre and more widely through the national audit.

背景:手术的并发症风险可能受到操作者和机构特点的影响。我们的目的是评估监督顾问的资历、手术量和医院量是否与复杂装置植入后再干预的风险相关。方法:使用国家心血管结局研究所登记处进行了一项全国性的基于人群的研究,包括所有在英国接受首次经静脉植入式心律转复除颤器或心脏再同步治疗(CRT)植入的患者,时间超过5年(2014年4月- 2019年3月)。主要终点为1年再干预。我们使用多水平logistic回归评估了再干预与督导医师年化复杂器械量、督导医师资历和医院年化复杂器械量之间的关系。结果:共纳入种植体47 630颗。1年再干预率为6.1% (N=2916)。再干预风险随督导顾问数量的增加无差异(OR 0.89 Q4 vs Q1; 95% CI 0.76 ~ 1.05, p=0.17)。当分别分析crt起搏器/除颤器植入物时(N=26 108),操作人员体积与1年再干预之间存在关联,但这具有临界统计学意义,并且仅在操作人员体积最高的四分位数与体积最低的四分位数相比明显(调整后的OR为0.79 Q4 vs Q1; 95% CI为0.63至0.98,p=0.03)。再干预风险与督导顾问的资历之间存在非线性关系,资历中间两个四分位数的督导顾问的风险较低(OR 0.87 Q2 vs.Q1, p=0.02; OR 0.81 Q3 vs.Q1, p=0.003),而资历最高和资历最低的督导顾问的再干预风险相似(OR 0.93 Q4 vs.Q1, p=0.31)。医院容量与1年再干预无关。结论:操作人员年资与复杂器械再干预风险呈u型曲线关系。虽然有几种可能的解释,但这些数据表明,虽然新合格的咨询师可能会从指导中受益,但所有运营商都应该不断评估他们的结果,并在中心内部以及通过国家审计更广泛地分享这些结果。
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引用次数: 0
Long-term mortality in patients who survive surgery for infective endocarditis versus the background population: a nationwide study. 感染性心内膜炎手术存活患者的长期死亡率与背景人群:一项全国性研究。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-09-01 DOI: 10.1136/openhrt-2025-003476
Sikander Tajik Nielsen, Jeppe K Petersen, Katra Hadji-Turdeghal, Peter Laursen Graversen, Morten Holdgaard Smerup, Lauge Østergaard, Lars Koeber, Emil Loldrup Fosbøl

Background: Valvular surgery for infective endocarditis (IE) can improve survival but carries substantial risk. Limited data exist on long-term outcomes for patients who survive surgery compared with a background population. We aim to compare long-term mortality and morbidity in patients with IE, who survive 90-days following valvular surgery to a matched Danish background population.

Methods: Using Danish registries, we identified patients who survived >90 days post-valvular surgery for first-time IE (2010-2023). Each patient was matched 1:3 with controls from the background population by age, sex and selected comorbidities. All-cause mortality was assessed at 5 and 10 years using the Kaplan-Meier estimator and the multivariate Cox model. Further, we examined the time spent in hospital during the first year following the index date.

Results: We identified 1050 patients (77.5% male, median age 65.8 years) surgically treated for IE and 3150 controls. The most common pathogens were: Viridans group streptococci (44.6%), Staphylococcus aureus (23.1%), Enterococci (17.9%). Patients with IE had higher absolute 5-year (20.1% vs 12.9%, p=0.001) and 10-year (38.5% vs 27.9%, p<0.001) mortality compared with controls. Adjusted 5-year and 10-year mortality rates were also higher in patients with IE (5-year HR=1.49 (95% CI 1.24 to 1.79) and 10-year HR 1.38 (95% CI 1.19 to 1.60)). Patients with IE experienced more frequent and longer hospitalisations within the first year postsurgery, as 36.8% patients with IE were hospitalised within the first year following index compared with 17.5% in the matched controls. 9.3% of patients with IE were hospitalised for >14 days compared with 3.0% in matched controls. 60 patients with IE (5.7%) died within the first year following index compared with 51 (1.6%) in the matched controls.

Conclusion: Patients with IE who underwent valve surgery had a higher crude mortality than their controls from the background population. After adjusting for confounders, 5-year and 10-year mortality rates remained higher in the IE patient population.

背景:感染性心内膜炎(IE)的瓣膜手术可以提高生存率,但风险很大。与背景人群相比,手术存活患者的长期预后数据有限。我们的目的是比较在瓣膜手术后存活90天的IE患者与匹配的丹麦背景人群的长期死亡率和发病率。方法:使用丹麦的登记处,我们确定了2010-2023年首次进行IE手术后存活bbb90天的患者。每名患者按年龄、性别和选定的合并症与背景人群中的对照组进行1:3匹配。使用Kaplan-Meier估计器和多变量Cox模型评估5年和10年的全因死亡率。此外,我们检查了在索引日期后的第一年住院的时间。结果:我们确定了1050例手术治疗IE的患者(77.5%为男性,中位年龄65.8岁)和3150例对照。最常见的病原菌为:翠绿菌群链球菌(44.6%)、金黄色葡萄球菌(23.1%)、肠球菌(17.9%)。IE患者的5年绝对生存率(20.1% vs 12.9%, p=0.001)和10年绝对生存率(38.5% vs 27.9%, p14天)高于匹配对照组的3.0%。60例IE患者(5.7%)在术后一年内死亡,而对照组为51例(1.6%)。结论:接受瓣膜手术的IE患者的粗死亡率高于背景人群中的对照组。在调整混杂因素后,IE患者群体的5年和10年死亡率仍然较高。
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引用次数: 0
Representation of women in cardiovascular disease management: a systematic analysis of ESC guidelines. 女性在心血管疾病管理中的代表性:ESC指南的系统分析。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-09-01 DOI: 10.1136/openhrt-2025-003320
S Samaneh Lashkarinia, Angela W C Lee, Tiffany M G Baptiste, Rosie K Barrows, Charles P Sillett, Cristobal Rodero, Upasana Tayal, Antonio de Marvao, Nicholas Panay, Catherine Williamson, Carina Blomstrom-Lundqvist, Kristina Haugaa, Barbara Casadei, Mary M Maleckar, Marina Strocchi, Steven A Niederer

Objective: Sex differences play a critical role in the presentation, progression and treatment outcomes of cardiac diseases. However, historical male predominance in clinical studies has led to disparities in evidence supporting care for both sexes. Clinical guidelines are essential for cardiovascular care, shaping practice and influencing patient outcomes. In this study, we reviewed 34 European Society of Cardiology (ESC) guidelines between 2002 and 2024 to evaluate the representation of women and the inclusion of female-specific recommendations.

Methods: We compiled 136 gender-related keywords, validated by six clinicians, and quantified their occurrence across guidelines. While our primary analysis focused on female-specific keywords, we also identified male-specific terms as a comparison point to help quantitatively interpret the representation of female-specific terminology in the guidelines. Each guideline underwent independent review by two auditors who used structured questions to assess its sensitivity to female-specific differences in disease presentation, diagnosis, management and treatment.

Results: The most frequent terms were 'pregnancy', 'women' and 'sex', with 1768 (17.9%), 1573 (15.9%) and 676 (6.8%) overall repetitions, respectively, contrasted against 'cardiac' (6932 occurrences) as a baseline. Results showed inconsistency in addressing female-specific factors and health considerations in ESC guidelines. We were able to assess the relative frequency of female-specific language and highlight in contrast areas where female representation in cardiovascular guidelines may be insufficient. Most guidelines (24/34) mentioned pregnancy and provided related recommendations, with one of the guidelines entirely dedicated to cardiovascular disease (CVD) in pregnancy (2018) and a new one planned for 2025. Only 10/30 guidelines acknowledged menopause as a CVD risk factor and offered recommendations for clinical practice.

Conclusions: These findings highlight the need for systematic integration of female-specific considerations across all guidelines. In the wider context, there is also a need for improved representation of women in clinical trials and for making the available evidence on which the guidelines are based less biased toward men.

目的:性别差异在心脏疾病的表现、进展和治疗结果中起关键作用。然而,历史上男性在临床研究中的优势导致支持男女护理的证据存在差异。临床指南是必不可少的心血管护理,塑造实践和影响患者的结果。在这项研究中,我们回顾了2002年至2024年间34份欧洲心脏病学会(ESC)指南,以评估女性的代表性和女性特异性建议的纳入情况。方法:我们编制了136个与性别相关的关键词,由6名临床医生验证,并量化它们在指南中的出现。虽然我们的主要分析集中在女性专用关键词上,但我们也确定了男性专用术语作为比较点,以帮助定量解释指南中女性专用术语的表示。每个指南都由两名审核员进行独立审查,审核员使用结构化问题来评估其对女性在疾病表现、诊断、管理和治疗方面的特异性差异的敏感性。结果:最常见的术语是“怀孕”、“女性”和“性”,总重复次数分别为1768次(17.9%)、1573次(15.9%)和676次(6.8%),而“心脏”(6932次)作为基线。结果显示ESC指南在处理女性特定因素和健康考虑方面存在不一致。我们能够评估女性专用语言的相对频率,并在心血管指南中女性代表性可能不足的对比领域突出。大多数指南(24/34)都提到了妊娠并提供了相关建议,其中一份指南(2018年)完全致力于妊娠期心血管疾病(CVD),一份新指南计划于2025年推出。只有10/30的指南承认更年期是心血管疾病的危险因素,并为临床实践提供了建议。结论:这些发现强调了在所有指南中系统整合女性特定考虑的必要性。在更广泛的背景下,还需要改善妇女在临床试验中的代表性,并使指南所依据的现有证据减少对男性的偏见。
{"title":"Representation of women in cardiovascular disease management: a systematic analysis of ESC guidelines.","authors":"S Samaneh Lashkarinia, Angela W C Lee, Tiffany M G Baptiste, Rosie K Barrows, Charles P Sillett, Cristobal Rodero, Upasana Tayal, Antonio de Marvao, Nicholas Panay, Catherine Williamson, Carina Blomstrom-Lundqvist, Kristina Haugaa, Barbara Casadei, Mary M Maleckar, Marina Strocchi, Steven A Niederer","doi":"10.1136/openhrt-2025-003320","DOIUrl":"10.1136/openhrt-2025-003320","url":null,"abstract":"<p><strong>Objective: </strong>Sex differences play a critical role in the presentation, progression and treatment outcomes of cardiac diseases. However, historical male predominance in clinical studies has led to disparities in evidence supporting care for both sexes. Clinical guidelines are essential for cardiovascular care, shaping practice and influencing patient outcomes. In this study, we reviewed 34 European Society of Cardiology (ESC) guidelines between 2002 and 2024 to evaluate the representation of women and the inclusion of female-specific recommendations.</p><p><strong>Methods: </strong>We compiled 136 gender-related keywords, validated by six clinicians, and quantified their occurrence across guidelines. While our primary analysis focused on female-specific keywords, we also identified male-specific terms as a comparison point to help quantitatively interpret the representation of female-specific terminology in the guidelines. Each guideline underwent independent review by two auditors who used structured questions to assess its sensitivity to female-specific differences in disease presentation, diagnosis, management and treatment.</p><p><strong>Results: </strong>The most frequent terms were 'pregnancy', 'women' and 'sex', with 1768 (17.9%), 1573 (15.9%) and 676 (6.8%) overall repetitions, respectively, contrasted against 'cardiac' (6932 occurrences) as a baseline. Results showed inconsistency in addressing female-specific factors and health considerations in ESC guidelines. We were able to assess the relative frequency of female-specific language and highlight in contrast areas where female representation in cardiovascular guidelines may be insufficient. Most guidelines (24/34) mentioned pregnancy and provided related recommendations, with one of the guidelines entirely dedicated to cardiovascular disease (CVD) in pregnancy (2018) and a new one planned for 2025. Only 10/30 guidelines acknowledged menopause as a CVD risk factor and offered recommendations for clinical practice.</p><p><strong>Conclusions: </strong>These findings highlight the need for systematic integration of female-specific considerations across all guidelines. In the wider context, there is also a need for improved representation of women in clinical trials and for making the available evidence on which the guidelines are based less biased toward men.</p>","PeriodicalId":19505,"journal":{"name":"Open Heart","volume":"12 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12406885/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144963381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SGLT2 inhibition, acylcarnitines and heart failure: a Mendelian randomization study. SGLT2抑制,酰基肉碱和心力衰竭:孟德尔随机研究。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-09-01 DOI: 10.1136/openhrt-2024-003078
Zhiyu Wu, Shuyao Song, Jun Lv, Canqing Yu, Dianjianyi Sun, Pei Pei, Ling Yang, Yiping Chen, Iona Y Millwood, Robin G Walters, Hong Guo, Xiaoming Yang, Dan Schmidt, Junshi Chen, Zhengming Chen, Liming Li, Yuanjie Pang

Objective: Sodium-glucose cotransporter 2 (SGLT2) inhibitors are guideline-recommended agents for treating heart failure (HF), but the role of metabolomic biomarkers in underlying mechanisms, particularly acylcarnitines, remains unclear. This study examined the associations of acylcarnitines with SGLT2 inhibition and incident HF.

Methods: This subcohort study included 2178 participants from the prospective China Kadoorie Biobank without cardiovascular disease, diabetes or cancer at baseline. Plasma levels of 40 acylcarnitines were quantified using targeted mass spectrometry-based platforms. The impact of genetically predicted random plasma glucose (RPG) via SGLT2 inhibition on acylcarnitines was assessed with Mendelian randomization (MR). The associations of acylcarnitines with HF risk were assessed using Cox proportional hazards models. Acylcarnitines were classified into short-, medium- and long-chain groups and analysed individually or summed as scores.

Results: Of the 2178 participants, the mean (SD) age was 53.2 (9.8) years. 13 incident HF cases occurred during a median follow-up of 10.5 years. SGLT2 inhibition was associated with higher levels of acylcarnitines, while higher levels of acylcarnitines were associated with reduced HF risk. An unweighted acylcarnitines score was associated with SGLT2 inhibition (β, 2.04 (0.29, 3.79) SD increase per 1 mmol/L lower genetic RPG via SGLT2 inhibition) and HF risk (HR, 0.97 (0.93, 0.99) per 1-SD higher of the score). Glucokinase activation, another antidiabetic agent used for comparison, showed weaker associations with acylcarnitines.

Conclusion: MR analysis indicated SGLT2 inhibition showed associations with acylcarnitines, which are also associated with HF risk. Our findings highlighted the potential involvement of acylcarnitines in the mechanisms between SGLT2 inhibitors and HF.

目的:钠-葡萄糖共转运蛋白2 (SGLT2)抑制剂是治疗心力衰竭(HF)的指南推荐药物,但代谢组学生物标志物在潜在机制中的作用,特别是酰基肉碱,仍不清楚。本研究考察了酰基肉碱与SGLT2抑制和HF发生率的关系。方法:这项亚队列研究包括2178名来自中国嘉道理生物库的参与者,基线时无心血管疾病、糖尿病或癌症。使用基于靶向质谱的平台定量测定40种酰基肉碱的血浆水平。通过孟德尔随机化(MR)评估SGLT2抑制基因预测随机血浆葡萄糖(RPG)对酰基肉碱的影响。采用Cox比例风险模型评估酰基肉碱与HF风险的关系。将酰基肉碱分为短链、中链和长链三组,分别进行分析或积分。结果:在2178名参与者中,平均(SD)年龄为53.2(9.8)岁。在10.5年的中位随访期间发生了13例心衰事件。SGLT2抑制与较高水平的酰基肉碱相关,而较高水平的酰基肉碱与HF风险降低相关。未加权的酰基肉碱评分与SGLT2抑制相关(β,每降低1 mmol/L遗传RPG, SGLT2抑制作用增加2.04(0.29,3.79)个标准差)和HF风险相关(HR,每升高1个标准差,0.97(0.93,0.99))。葡萄糖激酶激活,另一种用于比较的降糖药,显示与酰基肉碱的关联较弱。结论:MR分析显示SGLT2抑制与酰基肉碱有关,酰基肉碱也与HF风险相关。我们的研究结果强调了酰基肉碱在SGLT2抑制剂和HF之间的机制中的潜在参与。
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引用次数: 0
Risk stratification of chest pain in the emergency department using artificial intelligence applied to electrocardiograms. 应用于心电图的人工智能对急诊科胸痛的风险分层
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-09-01 DOI: 10.1136/openhrt-2025-003343
Julian S Haimovich, Márton Kolossváry, Ridwan Alam, Raimon Padrós-Valls, Michael T Lu, Aaron D Aguirre

Background: Despite standardised approaches, subjective assessment and inconsistent diagnostic testing for chest pain in the emergency department (ED) drive costs, disparities and adverse outcomes. Artificial intelligence offers potential to automate and improve risk stratification.

Methods and results: Using a retrospective cohort of 15 048 patients presenting to the ED of a tertiary care hospital, we trained a neural network classifier ('Chest Pain-AI' or 'CP-AI') to predict a 7-day composite endpoint of major cardiovascular diagnoses including myocardial infarction, pulmonary embolism, aortic dissection and all-cause mortality. Inputs to CP-AI included age, sex, cardiac biomarkers (D-dimer or troponin I or T positivity) and numerical representations of presenting 12-lead ECGs. ECG representations were derived using a publicly available deep learning model known as patient contrastive learning of representations. In an external validation set of 14 476 patients, we evaluated CP-AI against comparator models, including a 'Biomarker Model' incorporating clinical data (age, sex, biomarker positivity), based on both the area under the receiver operating characteristic curve (AUROC) and area under the precision-recall curve (AUPRC). CP-AI outperformed the Biomarker Model in prediction of the 7-day composite endpoint with an AUROC of 0.82 (95% CI 0.81 to 0.83) vs 0.79 (95% CI 0.78 to 0.81) and an AUPRC of 0.46 (95% CI 0.44 to 0.49) vs 0.35 (95% CI 0.33 to 0.37) (p<0.05 for both comparisons).

Conclusions: CP-AI, a fully automated neural network classifier, demonstrated superior performance in the prediction of 7-day major cardiovascular diagnoses for patients presenting with acute chest pain compared with conventional models trained on demographics and cardiac biomarkers. CP-AI may standardise and expedite risk stratification of patients presenting to the ED with chest pain.

背景:尽管标准化的方法,主观评估和不一致的诊断测试胸痛在急诊科(ED)驱动成本,差异和不良后果。人工智能提供了自动化和改善风险分层的潜力。方法和结果:采用回顾性队列,包括15048例在三级医院急诊科就诊的患者,我们训练了一个神经网络分类器(“胸痛- ai”或“CP-AI”)来预测7天主要心血管诊断的复合终点,包括心肌梗死、肺栓塞、主动脉夹层和全因死亡率。CP-AI的输入包括年龄、性别、心脏生物标志物(d -二聚体或肌钙蛋白I或T阳性)和呈现12导联心电图的数值表示。ECG表征是使用公开可用的深度学习模型(称为表征的患者对比学习)导出的。在一个包含14476名患者的外部验证集中,我们基于受试者工作特征曲线下面积(AUROC)和精确召回曲线下面积(AUPRC),对CP-AI与比较模型进行了评估,包括一个包含临床数据(年龄、性别、生物标志物阳性)的“生物标志物模型”。CP-AI在预测7天复合终点方面优于生物标志物模型,AUROC为0.82 (95% CI 0.81至0.83)vs 0.79 (95% CI 0.78至0.81),AUPRC为0.46 (95% CI 0.44至0.49)vs 0.35 (95% CI 0.33至0.37)(p结论:CP-AI是一种全自动神经网络分类器,与基于人口统计学和心脏生物标志物训练的传统模型相比,它在预测急性胸痛患者7天主要心血管诊断方面表现优异。CP-AI可以标准化和加快胸痛患者在急诊科的风险分层。
{"title":"Risk stratification of chest pain in the emergency department using artificial intelligence applied to electrocardiograms.","authors":"Julian S Haimovich, Márton Kolossváry, Ridwan Alam, Raimon Padrós-Valls, Michael T Lu, Aaron D Aguirre","doi":"10.1136/openhrt-2025-003343","DOIUrl":"10.1136/openhrt-2025-003343","url":null,"abstract":"<p><strong>Background: </strong>Despite standardised approaches, subjective assessment and inconsistent diagnostic testing for chest pain in the emergency department (ED) drive costs, disparities and adverse outcomes. Artificial intelligence offers potential to automate and improve risk stratification.</p><p><strong>Methods and results: </strong>Using a retrospective cohort of 15 048 patients presenting to the ED of a tertiary care hospital, we trained a neural network classifier ('Chest Pain-AI' or 'CP-AI') to predict a 7-day composite endpoint of major cardiovascular diagnoses including myocardial infarction, pulmonary embolism, aortic dissection and all-cause mortality. Inputs to CP-AI included age, sex, cardiac biomarkers (D-dimer or troponin I or T positivity) and numerical representations of presenting 12-lead ECGs. ECG representations were derived using a publicly available deep learning model known as patient contrastive learning of representations. In an external validation set of 14 476 patients, we evaluated CP-AI against comparator models, including a 'Biomarker Model' incorporating clinical data (age, sex, biomarker positivity), based on both the area under the receiver operating characteristic curve (AUROC) and area under the precision-recall curve (AUPRC). CP-AI outperformed the Biomarker Model in prediction of the 7-day composite endpoint with an AUROC of 0.82 (95% CI 0.81 to 0.83) vs 0.79 (95% CI 0.78 to 0.81) and an AUPRC of 0.46 (95% CI 0.44 to 0.49) vs 0.35 (95% CI 0.33 to 0.37) (p<0.05 for both comparisons).</p><p><strong>Conclusions: </strong>CP-AI, a fully automated neural network classifier, demonstrated superior performance in the prediction of 7-day major cardiovascular diagnoses for patients presenting with acute chest pain compared with conventional models trained on demographics and cardiac biomarkers. CP-AI may standardise and expedite risk stratification of patients presenting to the ED with chest pain.</p>","PeriodicalId":19505,"journal":{"name":"Open Heart","volume":"12 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12406858/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144963372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning to predict high-risk coronary artery disease on CT in the SCOT-HEART trial. 机器学习在CT上预测苏格兰心脏试验中的高危冠状动脉疾病。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-09-01 DOI: 10.1136/openhrt-2025-003162
Michelle Claire Williams, Alan R M Guimaraes, Muchen Jiang, Jacek Kwieciński, Jonathan R Weir-McCall, Philip D Adamson, Nicholas L Mills, Giles H Roditi, Edwin J R van Beek, Edward Nicol, Daniel S Berman, Piotr J Slomka, Marc R Dweck, David E Newby, Damini Dey

Background: Machine learning based on clinical characteristics has the potential to predict coronary CT angiography (CCTA) findings and help guide resource utilisation.

Methods: From the SCOT-HEART (Scottish Computed Tomography of the HEART) trial, data from 1769 patients was used to train and to test machine learning models (XGBoost, 10-fold cross validation, grid search hyperparameter selection). Two models were separately generated to predict the presence of coronary artery disease (CAD) and an increased burden of low-attenuation coronary artery plaque (LAP) using symptoms, demographic and clinical characteristics, electrocardiography and exercise tolerance testing (ETT).

Results: Machine learning predicted the presence of CAD on CCTA (area under the curve (AUC) 0.80, 95% CI 0.74 to 0.85) better than the 10-year cardiovascular risk score alone (AUC 0.75, 95% CI 0.70, 0.81, p=0.004). The most important features in this model were the 10-year cardiovascular risk score, age, sex, total cholesterol and an abnormal ETT. In contrast, the second model used to predict an increased LAP burden performed similarly to the 10-year cardiovascular risk score (AUC 0.75, 95% CI 0.70 to 0.80 vs AUC 0.72, 95% CI 0.66 to 0.77, p=0.08) with the most important features being the 10-year cardiovascular risk score, age, body mass index and total and high-density lipoprotein cholesterol concentrations.

Conclusion: Machine learning models can improve prediction of the presence of CAD on CCTA, over the standard cardiovascular risk score. However, it was not possible to improve the prediction of an increased LAP burden based on clinical factors alone.

背景:基于临床特征的机器学习具有预测冠状动脉CT血管造影(CCTA)结果和帮助指导资源利用的潜力。方法:来自苏格兰心脏计算机断层扫描(Scottish Computed Tomography of the HEART)试验的1769例患者的数据用于训练和测试机器学习模型(XGBoost、10倍交叉验证、网格搜索超参数选择)。分别建立两个模型,利用症状、人口统计学和临床特征、心电图和运动耐量试验(ETT)来预测冠状动脉疾病(CAD)的存在和低衰减冠状动脉斑块(LAP)负担的增加。结果:机器学习预测CCTA上CAD的存在(曲线下面积(AUC) 0.80, 95% CI 0.74 ~ 0.85)优于单独使用10年心血管风险评分(AUC 0.75, 95% CI 0.70, 0.81, p=0.004)。该模型中最重要的特征是10年心血管风险评分、年龄、性别、总胆固醇和异常ETT。相比之下,用于预测LAP负担增加的第二个模型的表现与10年心血管风险评分相似(AUC 0.75, 95% CI 0.70至0.80 vs AUC 0.72, 95% CI 0.66至0.77,p=0.08),其中最重要的特征是10年心血管风险评分、年龄、体重指数、总脂蛋白和高密度脂蛋白胆固醇浓度。结论:机器学习模型可以提高CCTA对CAD存在的预测,超过标准心血管风险评分。然而,仅根据临床因素无法改善LAP负担增加的预测。
{"title":"Machine learning to predict high-risk coronary artery disease on CT in the SCOT-HEART trial.","authors":"Michelle Claire Williams, Alan R M Guimaraes, Muchen Jiang, Jacek Kwieciński, Jonathan R Weir-McCall, Philip D Adamson, Nicholas L Mills, Giles H Roditi, Edwin J R van Beek, Edward Nicol, Daniel S Berman, Piotr J Slomka, Marc R Dweck, David E Newby, Damini Dey","doi":"10.1136/openhrt-2025-003162","DOIUrl":"10.1136/openhrt-2025-003162","url":null,"abstract":"<p><strong>Background: </strong>Machine learning based on clinical characteristics has the potential to predict coronary CT angiography (CCTA) findings and help guide resource utilisation.</p><p><strong>Methods: </strong>From the SCOT-HEART (Scottish Computed Tomography of the HEART) trial, data from 1769 patients was used to train and to test machine learning models (XGBoost, 10-fold cross validation, grid search hyperparameter selection). Two models were separately generated to predict the presence of coronary artery disease (CAD) and an increased burden of low-attenuation coronary artery plaque (LAP) using symptoms, demographic and clinical characteristics, electrocardiography and exercise tolerance testing (ETT).</p><p><strong>Results: </strong>Machine learning predicted the presence of CAD on CCTA (area under the curve (AUC) 0.80, 95% CI 0.74 to 0.85) better than the 10-year cardiovascular risk score alone (AUC 0.75, 95% CI 0.70, 0.81, p=0.004). The most important features in this model were the 10-year cardiovascular risk score, age, sex, total cholesterol and an abnormal ETT. In contrast, the second model used to predict an increased LAP burden performed similarly to the 10-year cardiovascular risk score (AUC 0.75, 95% CI 0.70 to 0.80 vs AUC 0.72, 95% CI 0.66 to 0.77, p=0.08) with the most important features being the 10-year cardiovascular risk score, age, body mass index and total and high-density lipoprotein cholesterol concentrations.</p><p><strong>Conclusion: </strong>Machine learning models can improve prediction of the presence of CAD on CCTA, over the standard cardiovascular risk score. However, it was not possible to improve the prediction of an increased LAP burden based on clinical factors alone.</p>","PeriodicalId":19505,"journal":{"name":"Open Heart","volume":"12 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12406813/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144963602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anticoagulation and antiplatelet strategies used in Sweden in patients with myocardial infarction and concomitant atrial fibrillation: nationwide cohort study. 瑞典心肌梗死合并心房颤动患者的抗凝和抗血小板策略:全国队列研究
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-31 DOI: 10.1136/openhrt-2025-003472
Julia Aulin, Angelo Modica, Lars Lindhagen, Joakim Alfredsson, Claes Held, Stefan James, Gorav Batra

Background: Optimal antithrombotic therapy and its duration, whether triple therapy with dual antiplatelets plus oral anticoagulant (OAC), or dual antithrombotic therapy with an antiplatelet plus OAC, is uncertain for patients with myocardial infarction (MI) and atrial fibrillation (AF).

Methods: Patients registered in SWEDEHEART (Swedish Web-system for enhancement and development of evidence-based care in heart disease evaluated according to recommended therapies) for their first MI between 2011 and 2021 with a history or new-onset AF were included (n=26 574). Linkage between SWEDEHEART and Swedish administrative health databases was performed, and pseudonymised data analysed.

Results: Over time, OAC use at discharge after MI tripled from 27% in 2011 to 77% in 2021, with direct OACs (DOACs) largely replacing warfarin, predominantly in combination with a single antiplatelet. The strongest factors for initiating OAC therapy were the performance of coronary angiography (OR 1.53 (1.40-1.68)), and percutaneous coronary intervention (OR 1.49 (1.39-1.61)). However, the year of the MI was the most predictive variable associated with OAC initiation, with an OR of 9.31 (7.92-10.95) in 2021 compared with 2011. The clinical factors associated with lower likelihood of OAC initiation were dementia, liver disease, cancer and ST-elevation MI (STEMI) versus non-STEMI.

Conclusions: Use of OAC has increased over the years in patients with MI and concurrent AF, primarily driven by the increased adoption of DOACs. Additionally, there has been a shift in antithrombotic combinations, with most patients in recent years receiving DOAC in combination with a single antiplatelet, reflecting the nationwide implementation of recent evidence and guidelines. However, significant variation in antithrombotic therapy strategies remains.

背景:对于心肌梗死(MI)和心房颤动(AF)患者,最佳的抗血栓治疗及其持续时间是双重抗血小板加口服抗凝剂(OAC)三联治疗,还是双重抗血小板加口服抗凝剂(OAC)抗血栓治疗尚不确定。方法:纳入2011年至2021年期间在SWEDEHEART(瑞典根据推荐疗法评估心脏病循证护理的加强和发展的网络系统)中登记的有病史或新发房颤的首次心肌梗死患者(n= 26574)。SWEDEHEART和瑞典行政卫生数据库之间进行了连接,并对假名数据进行了分析。结果:随着时间的推移,心肌梗死后出院时OAC的使用率从2011年的27%增加到2021年的77%,直接OAC (DOACs)在很大程度上取代了华法林,主要是与单一抗血小板药物联合使用。启动OAC治疗的最强因素是冠状动脉造影(OR 1.53(1.40-1.68))和经皮冠状动脉介入治疗(OR 1.49(1.39-1.61))。然而,心肌梗死年份是与OAC发生相关的最具预测性的变量,与2011年相比,2021年的OR为9.31(7.92-10.95)。与OAC起始可能性较低相关的临床因素是痴呆、肝病、癌症和st段抬高心肌梗死(STEMI)与非STEMI。结论:多年来,心肌梗死并发房颤患者使用OAC的情况有所增加,主要是由于doac的使用增加。此外,抗血栓药物组合也发生了变化,近年来大多数患者接受DOAC与单一抗血小板药物联合使用,这反映了最新证据和指南在全国范围内的实施情况。然而,抗血栓治疗策略仍然存在显著差异。
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引用次数: 0
MAGGIC risk score-based risk stratification for selecting patients with heart failure who will benefit from multidisciplinary care. 基于MAGGIC风险评分的心衰患者风险分层选择将受益于多学科治疗的患者。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-31 DOI: 10.1136/openhrt-2025-003496
Yoshiharu Kinugasa, Kensuke Nakamura, Masayuki Hirai, Midori Manba, Natsuko Ishiga, Takeshi Sota, Natsuko Nakayama, Tomoki Ota, Masahiko Kato, Masaru Kato

Objective: Guidelines worldwide recommend specialist outpatient clinics staffed by a multidisciplinary team for management of patients with heart failure (HF). However, there is limited information on how best to select these patients for efficient use of resources. This study aimed to determine the effectiveness of team-based care for patients with HF after discharge from hospital according to duration of intervention and stratification of patients according to risk.

Methods: We retrospectively identified 185 eligible patients who were hospitalised with acute decompensated HF at our institution between January 2021 and June 2023. Multidisciplinary team care was defined as outpatient follow-up by both cardiologists and nurses postdischarge. The primary outcome was a composite of cardiovascular-related death and readmission with HF within 1 year, which was compared between patients receiving HF team care and those receiving standard follow-up.

Results: HF team care was provided for 53.0% of patients, who were younger than those receiving standard follow-up and required more oral inotropes, tolvaptan and amiodarone. Among those receiving HF team care, the majority (58.2%) had an intervention duration of 30 days or less after discharge. After adjusting for background differences by inverse probability of treatment weighting, HF team care was associated with favourable 180-day outcomes, but there was no significant between-group difference in the 1-year primary outcomes. In subgroup analysis, patients with a higher Meta-Analysis Global Group in Chronic Heart Failure score (≥28), indicating a higher risk of exacerbation of HF, had significantly lower 1-year event rates with HF team care (p value for interaction <0.05).

Conclusions: Multidisciplinary HF team care is most effective for patients at higher risk of exacerbation of HF. A risk score model may optimise patient selection for specialised care.

目的:世界范围内的指南推荐由多学科团队组成的专科门诊来管理心力衰竭(HF)患者。然而,关于如何最好地选择这些患者以有效利用资源的信息有限。本研究旨在根据干预时间和患者风险分层确定心衰患者出院后团队护理的有效性。方法:我们回顾性地确定了2021年1月至2023年6月期间在我们机构因急性失代偿性心衰住院的185例符合条件的患者。多学科团队护理被定义为出院后心脏病专家和护士的门诊随访。主要结局是心血管相关死亡和1年内HF再入院的综合结果,比较接受HF团队护理的患者和接受标准随访的患者。结果:有53.0%的HF患者接受了团队护理,这些患者比接受标准随访的患者年龄小,需要更多的口服肌力药物、托伐普坦和胺碘酮。在接受心衰团队护理的患者中,大多数(58.2%)在出院后的干预时间不超过30天。在通过治疗加权逆概率调整背景差异后,心衰团队护理与180天的有利结果相关,但1年的主要结果在组间无显著差异。在亚组分析中,慢性心力衰竭Meta-Analysis Global组评分较高的患者(≥28),表明心衰加重的风险较高,心衰团队护理的1年事件发生率显著降低(相互作用的p值)。结论:多学科心衰团队护理对心衰加重高风险患者最有效。风险评分模型可以优化患者选择专科护理。
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引用次数: 0
Relationship between left ventricular wall stress and cardiac remodelling post-TAVR and MitraClip. tavr和MitraClip术后左室壁应力与心脏重构的关系。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-08-31 DOI: 10.1136/openhrt-2025-003268
Stavroula Papapostolou, John Shapland Kearns, Benedict Costello, Jessica O'Brien, Sarah Gutman, Shane Nanayakkara, David M Kaye, Antony Walton, James Hare, Dion Stub, Andrew Taylor

Background: The relationship between left ventricular wall stress (LVWS) and cardiac remodelling post structural intervention has not previously been examined. We examined the relationship between LVWS and cardiac remodelling 6 months post transcatheter aortic valve replacement (TAVR) and MitraClip (MC).

Methods: LVWS was calculated in 40 patients with severe aortic stenosis (AS) and 11 patients with severe mitral regurgitation (MR) immediately preintervention and postintervention with TAVR or MC. LVWS was calculated by integrating invasive haemodynamic data with cardiac MR (CMR)-derived measures of left ventricular (LV) volume and mass. Patients underwent a 6 min walk test (6MWT), transthoracic echocardiogram and CMR preprocedure and 6 months postprocedure.

Results: Both TAVR and MC resulted in significant improvements in functional capacity and cardiac remodelling with no significant difference in the degree of LV mass or volume reduction between the two groups.Linear regression analysis showed that baseline diastolic LVWS (D-LVWS) in the MC cohort and baseline systolic LVWS (S-LVWS) in the TAVR cohort were predictors of larger LV end-diastolic volumes (EDV) and lower ejection fractions (EF) at follow-up (in the MC cohort: B=7.86, p=0.015 for EDV, B=-1.4, p=0.02 for EF; in the TAVR cohort: B=1.53, p=0.04 for EDV and B=-0.702, p<0.001 for EF).

Conclusions: Higher baseline D-LVWS in patients undergoing MC, and higher baseline S-LVWS in patients undergoing TAVR, were predictors of poorer EF and larger LV volumes at follow-up. These findings suggest that LVWS may be used to predict the degree of LV recovery postprocedure and suggest that intervening below a certain LVWS threshold may lead to better outcomes with regards to cardiac remodelling.

Condensed abstract: LVWS was calculated in patients with AS and mitral regurgitation (MR) pre and immediately post valve intervention with TAVR or MC. The patients were followed up at 6 months with 6MWT, echocardiography and CMR imaging Both cohorts demonstrated significant functional improvements and cardiac remodelling postprocedure. Baseline D-LVWS in MC and baseline S-LVWS in TAVR were predictors of poorer EF and larger LV volumes at follow-up. This suggests that in patients with severe AS or MR, baseline LVWS may be useful to predict degree of recovery postintervention or determine need for early intervention.

背景:左室壁压力(LVWS)与心脏结构干预后重构之间的关系尚未被研究过。我们研究了经导管主动脉瓣置换术(TAVR)和MitraClip (MC)后6个月LVWS与心脏重构的关系。方法:计算40例重度主动脉瓣狭窄(AS)患者和11例重度二尖瓣返流(MR)患者在TAVR或MC干预前和干预后的LVWS。LVWS通过将有创血流动力学数据与心脏MR (CMR)衍生的左心室(LV)体积和质量测量相结合来计算。患者术前和术后6个月分别接受6分钟步行测试(6MWT)、经胸超声心动图和CMR检查。结果:TAVR和MC均能显著改善功能容量和心脏重构,两组间左室质量或体积缩小程度无显著差异。线性回归分析显示,MC组的基线舒张LVWS (D-LVWS)和TAVR组的基线收缩期LVWS (S-LVWS)是随访时左室舒张末期容积(EDV)增大和射血分数(EF)降低的预测因子(MC组:B=7.86, EDV p=0.015, B=-1.4, EF p=0.02;结论:MC患者较高的基线D-LVWS和TAVR患者较高的基线S-LVWS是随访时较差的EF和较大的左室容积的预测因素。这些发现表明,LVWS可用于预测手术后左室恢复程度,并表明低于一定LVWS阈值的干预可能会导致心脏重构的更好结果。摘要:计算AS和二尖瓣反流(MR)患者在TAVR或MC瓣膜干预前后的LVWS,并在6个月时进行6MWT、超声心动图和CMR成像随访,两组患者均显示出明显的功能改善和术后心脏重构。MC患者的基线D-LVWS和TAVR患者的基线S-LVWS是随访时较差的EF和较大的左室容积的预测因子。这表明,在严重AS或MR患者中,基线LVWS可能有助于预测干预后的恢复程度或确定早期干预的必要性。
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引用次数: 0
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Open Heart
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