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Artificial intelligence-based assessment of central aortic haemodynamics using non-invasive pulse wave analysis in constrictive pericarditis. 应用无创脉搏波分析对缩窄性心包炎中央主动脉血流动力学进行基于人工智能的评估。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-31 DOI: 10.1136/openhrt-2025-003628
Mathieu N Suleiman, Oliver Dewald, Helena Dreher, Ann-Sophie Kaemmerer-Suleiman, Frank Klawonn, Martin Middeke, Robert Pittrow, Frank Harig, Fritz Mellert

Background: Constrictive pericarditis (CP) is a rare but significant pericardial disease resulting in impaired ventricular filling and heart failure symptoms, often following cardiac surgery. Its clinical presentation complicates diagnosis, mimicking other causes of heart failure. Recent technological advances, including artificial intelligence (AI)-based non-invasive pulse wave analysis (AI-PWA), have the potential for improved haemodynamic assessment and clinical decision-making.

Objectives: This study evaluates the clinical utility of AI-PWA in assessing central aortic blood pressure (CABP), arterial stiffness and cardiac function in CP.

Methods: This prospective case-control study enrolled 12 adult CP patients and 12 age- and sex-matched healthy controls. CABP and peripheral blood pressure (PBP) were measured using the VascAssist2. Haemodynamic parameters, including pulse wave velocity (PWV), augmentation index@75 (AIx@75), cardiac index, stroke volume and dP/dtmax, were assessed and compared between groups.

Results: CP patients showed significantly lower mean CABP than systolic PBP (101.8±23.4 mm Hg vs 112.3±22.9 mm Hg). PWV showed elevated values (>9 m/s) in nnn (42%) of cases, indicating increased arterial stiffness (8.88±1.94 m/s). AIx@75 was higher in CP patients (22.55±8.36%) compared with controls (16.38±6.53%), reflecting increased wave reflection, increased systemic vascular resistance or enhanced aortic compliance. Cardiac performance was notably impaired in the CP group, with reduced stroke volume (64.8±18.8 mL vs 94.9±25.0 mL, p=0.003) and dP/dtmax (724.9±228.2 mm Hg/s vs 1055.3±203.2 mmHg/s, p=0.0011), indicating impaired ventricular function. The heart failure index was significantly higher in CP patients (31.8±18.3% vs . 6.4±6.5%, p<0.001), indicating substantial functional compromise.

Conclusion: AI-PWA provides clinically relevant insights into central haemodynamics and arterial stiffness in CP patients. This non-invasive approach may enhance diagnosis and management of CP and should be considered for integration into routine cardiologic evaluation protocols.

背景:缩窄性心包炎(CP)是一种罕见但重要的心包疾病,通常在心脏手术后引起心室充盈受损和心力衰竭症状。它的临床表现与其他心力衰竭的原因相似,使诊断复杂化。最近的技术进步,包括基于人工智能(AI)的无创脉搏波分析(AI- pwa),有可能改善血液动力学评估和临床决策。目的:本研究评估AI-PWA在评估CP患者中央主动脉压(CABP)、动脉硬度和心功能方面的临床应用。方法:本前瞻性病例对照研究纳入12例成年CP患者和12例年龄和性别匹配的健康对照者。使用VascAssist2测量CABP和外周血压(PBP)。血流动力学参数,包括脉搏波速度(PWV)、增强index@75 (AIx@75)、心脏指数、搏量和dP/dtmax进行评估和比较。结果:CP患者的平均CABP明显低于收缩期PBP(101.8±23.4 mm Hg vs 112.3±22.9 mm Hg)。42%的nnn患者PWV值升高(bbb9 m/s),表明动脉硬度增加(8.88±1.94 m/s)。CP患者AIx@75(22.55±8.36%)高于对照组(16.38±6.53%),反映出波反射增加、全身血管阻力增加或主动脉顺应性增强。CP组心脏功能明显受损,每搏容量减少(64.8±18.8 mL vs 94.9±25.0 mL, p=0.003), dP/dtmax减少(724.9±228.2 mmHg/s vs 1055.3±203.2 mmHg/s, p=0.0011),表明心室功能受损。心衰指数明显高于CP患者(31.8±18.3%)。结论:AI-PWA对CP患者的中心血流动力学和动脉僵硬度提供了临床相关的见解。这种非侵入性方法可以提高CP的诊断和管理,应考虑纳入常规心脏学评估方案。
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引用次数: 0
Changes in myocardial blood flow and microvascular resistance in patients with coronary artery disease undergoing transcatheter aortic valve implantation. 冠状动脉疾病患者经导管主动脉瓣置入术后心肌血流和微血管阻力的变化。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-30 DOI: 10.1136/openhrt-2025-003621
Eron Yones, Rebecca Gosling, Daniel Taylor, Tom Alexander Howard Newman, Mark Sammut, Saadia Aslam, Javaid Iqbal, Muhammad Aetesam-Ur-Rahman, Kenneth Morgan, Amir Aziz, Melanie Neville, Ever Grech, Paul D Morris, Julian Gunn

Background: Severe aortic stenosis (AS) causes a pathophysiological cascade, which impairs myocardial blood flow. This effect is exacerbated in the presence of coronary disease (CAD). Treatment with transcatheter aortic valve implantation (TAVI) may promote reversal of these pathophysiological conditions.

Methods: We performed multimodality assessment of cardiac physiology in patients with AS and concurrent CAD requiring percutaneous coronary intervention, prior to and 6 months after undergoing TAVI. Techniques include: coronary angiography and bolus thermodilution-derived indices of microvascular function (coronary flow reserve (CFR); index of microcirculatory resistance (IMR)); stress perfusion cardiac magnetic resonance (CMR) imaging, which was used to measure changes in global myocardial blood flow (MBF) and left ventricular mass (LVM), and computed resting and hyperaemic vessel specific absolute coronary flow (aCBF) and microvascular resistance (MVR) using a computational model of coronary physiology.

Results: Data were obtained for seven patients (10 vessels). CFR increased from 1.53 (1.2-1.7) to 2.35 (2.0-2.7) (p=0.037) 6 months post-TAVI. There was a 33% reduction in resting aCBF from 218 mL/min to 146 mL/min (p=0.004). On CMR, resting MBF fell 37% from 3.0±0.98 mL/min/g to 1.9±0.7 mL/min/g (p=0.033) and stress MBF fell 25% from 3.6±0.57 mL/min/g to 2.7±0.7 mL/min/g (p=0.004). Indexed LVM regressed from 79±14 g/m2 to 71±16 g/m2 (p=0.006). MVR remained unchanged.

Conclusions: CFR increased following TAVI. The mechanism for this was a significant reduction in resting coronary blood flow measured with CMR and modelled computationally. The unchanged MVR and IMR suggest that resting blood flow reduces due to reduced myocardial demand and myocardial remodelling, rather than changes in resistance.

背景:严重主动脉瓣狭窄(AS)引起病理生理级联反应,损害心肌血流。在冠心病(CAD)的情况下,这种作用会加剧。经导管主动脉瓣植入术(TAVI)可以促进这些病理生理状况的逆转。方法:我们对需要经皮冠状动脉介入治疗的AS合并CAD患者在TAVI术前和术后6个月的心脏生理学进行了多模态评估。技术包括:冠状动脉造影和大剂量热调节衍生的微血管功能指标(冠状动脉血流储备(CFR);微循环阻力指数(IMR);应激灌注心脏磁共振(CMR)成像,用于测量心肌总血流(MBF)和左心室质量(LVM)的变化,并使用冠状动脉生理学计算模型计算静息和充血血管特异性绝对冠状动脉血流(aCBF)和微血管阻力(MVR)。结果:7例患者(10条血管)获得数据。术后6个月CFR由1.53(1.2-1.7)上升至2.35 (2.0-2.7)(p=0.037)。静息aCBF从218 mL/min降至146 mL/min,降低33% (p=0.004)。在CMR上,静息MBF从3.0±0.98 mL/min/g下降37%至1.9±0.7 mL/min/g (p=0.033),应激MBF从3.6±0.57 mL/min/g下降25%至2.7±0.7 mL/min/g (p=0.004)。索引LVM从79±14 g/m2回归到71±16 g/m2 (p=0.006)。MVR保持不变。结论:TAVI后CFR增加。其机制是静息冠状动脉血流显著减少,CMR测量和计算建模。MVR和IMR不变表明静息血流量减少是由于心肌需求减少和心肌重构,而不是阻力的变化。
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引用次数: 0
Acute impact of first-time marathon running on the heart in middle-aged men. 中年男性第一次跑马拉松对心脏的急性影响。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-30 DOI: 10.1136/openhrt-2025-003915
Inarota Laily, Niels van Steijn, Tom G H Wiggers, Martijn Froeling, R Nils Planken, Sjoerd M Verwijs, Ferdinand H de Haan, Ehsan Motazedi, Evert A L M Verhagen, Harald T Jørstad, Adrianus J Bakermans

Background: Middle-aged men seem to be particularly susceptible to adverse cardiovascular effects of endurance exercise. The acute impact of training, marathon finishing and recovery on the heart has not been extensively investigated in such at-risk novice marathon runners.

Methods: We prospectively quantified cardiac changes in middle-aged men (41.2±4.5 years; n=17) who participated in their first marathon run at four time points: at baseline, after 16 weeks of training, within 10 hours after completing the 2021 Amsterdam Marathon run and after 4 weeks of recovery. Measurements included comprehensive 3-Tesla MRI examination, echocardiography, ECG and blood sample assays of high-sensitivity troponin-T (hs-TnT) and N-terminal pro-B-type natriuretic peptide (NT-proBNP).

Results: Acute effects associated with finishing the marathon run were a <10% reduction in left ventricular end-diastolic volume in absence of other morphological changes, and only minor changes in systolic contractile mechanics and diastolic filling patterns. Neither quantitative myocardial mapping with MRI nor late gadolinium enhancement revealed any signs of post-marathon myocardial injury. ECGs did not reveal any abnormalities. Circulating levels of hs-TnT and NT-proBNP had increased markedly after the marathon, with hs-TnT exceeding the clinical upper reference limit for all participants. All observed marathon running-induced effects were transient.

Conclusions: Extensive phenotyping using state-of-the-art quantitative imaging modalities paired with physical assessments and blood assays in this selected cohort offers no evidence to support the notion that first-time marathon running in healthy middle-aged men has a detrimental impact on the heart.

背景:中年男性似乎特别容易受到耐力运动对心血管的不利影响。训练、马拉松结束和恢复对心脏的急性影响尚未在这类危险的马拉松新手运动员中得到广泛调查。方法:我们在四个时间点对首次参加马拉松比赛的中年男性(41.2±4.5岁;n=17)的心脏变化进行前瞻性量化:基线时、训练16周后、完成2021年阿姆斯特丹马拉松比赛后10小时内和恢复4周后。测量包括全面的3-特斯拉MRI检查、超声心动图、心电图和血液样本的高灵敏度肌钙蛋白-t (hs-TnT)和n端前b型利钠肽(NT-proBNP)检测。结果:与完成马拉松赛跑相关的急性效应是一个结论:在这个选定的队列中,使用最先进的定量成像方式进行广泛的表型分析,结合身体评估和血液分析,没有证据支持健康中年男性第一次跑马拉松对心脏有有害影响的观点。
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引用次数: 0
Prevalence and incidence of amyloid transthyretin amyloidosis in the USA: insights from claims databases and electronic health records. 美国淀粉样转甲状腺蛋白淀粉样变性的患病率和发病率:来自索赔数据库和电子健康记录的见解
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-30 DOI: 10.1136/openhrt-2025-003781
Pedro A Laires, Xiaolei Li, Aishwarya M Uday, Candida Cristina Quarta, Ana Martins Silva

Background: Amyloid transthyretin (ATTR) amyloidosis is a rare, life-threatening disease frequently manifesting with cardiomyopathy (ATTR-CM), polyneuropathy (ATTR-PN) or both (ATTR-mixed). We retrospectively analysed US electronic health records and claims data to provide up-to-date estimates of ATTR amyloidosis epidemiology (overall and by phenotype).

Methods: Data were extracted from the Clarivate Real-World Data repository (2016-2023). Given the lack of established coding for ATTR amyloidosis, we used different combinations of diagnostic codes to obtain narrow and broad estimates of incident and prevalent cases in the USA in 2022. Temporal trends (2019-2022) were also assessed.

Results: Using narrow definitions, the 2022 estimated incidence of ATTR amyloidosis overall, ATTR-CM, ATTR-PN and ATTR-mixed was 16.6, 12.7, 3.5 and 1.9 cases per million people, respectively; the corresponding prevalence estimates were 59.8, 41.1, 15.1 and 9.8 cases per million people. Estimates were consistently lower with the narrow (vs broad) definitions. Over time, the incidence and prevalence of ATTR amyloidosis overall increased, driven by ATTR-CM cases. No major changes were reported for the other phenotypes.

Conclusion: This study provides comprehensive and up-to-date epidemiological data for ATTR amyloidosis in the USA. Our findings corroborate the need for appropriate differential diagnostic coding and standardised criteria.

背景:淀粉样转甲状腺素(ATTR)淀粉样变性是一种罕见的、危及生命的疾病,通常表现为心肌病(ATTR- cm)、多发性神经病(ATTR- pn)或两者兼有(ATTR-混合型)。我们回顾性分析了美国电子健康记录和索赔数据,以提供ATTR淀粉样变流行病学(总体和表型)的最新估计。方法:数据从Clarivate Real-World数据库(2016-2023)中提取。鉴于缺乏已建立的ATTR淀粉样变编码,我们使用不同的诊断编码组合来获得2022年美国发病率和流行病例的狭义和广义估计。还评估了时间趋势(2019-2022年)。结果:采用狭义定义,2022年ATTR淀粉样变总体、ATTR- cm、ATTR- pn和ATTR-混合的估计发病率分别为16.6、12.7、3.5和1.9例/百万人;相应的患病率估计分别为每百万人59.8例、41.1例、15.1例和9.8例。狭义(相对于广义)定义下的估计值始终较低。随着时间的推移,ATTR淀粉样变的发病率和患病率总体上升,这是由ATTR- cm病例驱动的。其他表型未见重大变化。结论:本研究为美国ATTR淀粉样变提供了全面和最新的流行病学数据。我们的研究结果证实了适当的鉴别诊断编码和标准化标准的必要性。
{"title":"Prevalence and incidence of amyloid transthyretin amyloidosis in the USA: insights from claims databases and electronic health records.","authors":"Pedro A Laires, Xiaolei Li, Aishwarya M Uday, Candida Cristina Quarta, Ana Martins Silva","doi":"10.1136/openhrt-2025-003781","DOIUrl":"10.1136/openhrt-2025-003781","url":null,"abstract":"<p><strong>Background: </strong>Amyloid transthyretin (ATTR) amyloidosis is a rare, life-threatening disease frequently manifesting with cardiomyopathy (ATTR-CM), polyneuropathy (ATTR-PN) or both (ATTR-mixed). We retrospectively analysed US electronic health records and claims data to provide up-to-date estimates of ATTR amyloidosis epidemiology (overall and by phenotype).</p><p><strong>Methods: </strong>Data were extracted from the Clarivate Real-World Data repository (2016-2023). Given the lack of established coding for ATTR amyloidosis, we used different combinations of diagnostic codes to obtain narrow and broad estimates of incident and prevalent cases in the USA in 2022. Temporal trends (2019-2022) were also assessed.</p><p><strong>Results: </strong>Using narrow definitions, the 2022 estimated incidence of ATTR amyloidosis overall, ATTR-CM, ATTR-PN and ATTR-mixed was 16.6, 12.7, 3.5 and 1.9 cases per million people, respectively; the corresponding prevalence estimates were 59.8, 41.1, 15.1 and 9.8 cases per million people. Estimates were consistently lower with the narrow (vs broad) definitions. Over time, the incidence and prevalence of ATTR amyloidosis overall increased, driven by ATTR-CM cases. No major changes were reported for the other phenotypes.</p><p><strong>Conclusion: </strong>This study provides comprehensive and up-to-date epidemiological data for ATTR amyloidosis in the USA. Our findings corroborate the need for appropriate differential diagnostic coding and standardised criteria.</p>","PeriodicalId":19505,"journal":{"name":"Open Heart","volume":"12 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12766817/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145864509","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
Impact of depression on medication non-adherence in coronary artery disease: a systematic review and meta-analysis. 抑郁症对冠状动脉疾病患者药物依从性的影响:系统回顾和荟萃分析
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-25 DOI: 10.1136/openhrt-2025-003680
Dione Lorraine Jones, Jason Yue, Tu Ng Nguyen, Fahed Ahmad, Clara K Chow

Background: Depression is a risk factor and complication of coronary artery disease (CAD) that is associated with poor cardiovascular outcomes. This may be related to medication non-adherence; a topic on which considerable new evidence has emerged. We aim to assess the relationship between depression and medication adherence in patients with CAD.

Methods: The Cochrane Library, Medline and Embase databases were searched for relevant studies published until January 2023. Studies were included if they reported the prevalence of adherence to cardiovascular medications in depressed versus non-depressed participants aged >18 years with CAD, including acute and chronic coronary syndromes and those undergoing percutaneous coronary intervention. The primary outcome was the OR of non-adherence to cardiovascular medications in depressed versus non-depressed patients.

Results: Included studies (n=30) comprised mainly of cohort or cross-sectional studies, most of which involved US participants. Nine tools were used to measure medication adherence, the majority of which relied on participant self-report. Nine depression diagnostic tools were used, including the Patient Health Questionnaire, Beck Depression Inventory and International Classification of Diseases (ICD-9/10) diagnostic codes. The prevalence of depression ranged widely (1.7-76.6%), as did medication non-adherence (5.9-72.9%). A meta-analysis of 17 studies and 82 059 patients showed that depression was associated with increased medication non-adherence (OR 1.48, 95% CI 1.23 to 1.78, p<0.001) using a random effects model. However, there was considerable heterogeneity between studies (I2=91%, τ2=0.17, p<0.001), and the association was absent under a fixed effects model (OR 0.99 95% CL 0.98 to 1.01, p=0.58).

Conclusion: Patients with CAD and depression may have increased odds of medication non-adherence; however, there was considerable clinical and statistical heterogeneity, underscoring the need for further research to better understand this relationship.

背景:抑郁是冠状动脉疾病(CAD)的危险因素和并发症,与不良心血管预后相关。这可能与药物不依从性有关;一个已经出现了大量新证据的话题。我们的目的是评估冠心病患者抑郁和药物依从性之间的关系。方法:检索Cochrane Library、Medline和Embase数据库,检索2023年1月前发表的相关研究。如果研究报告患有冠心病(包括急性和慢性冠状动脉综合征以及接受经皮冠状动脉介入治疗的患者)的抑郁和非抑郁年龄在bb0 - 18岁的参与者中心血管药物依从性的流行情况,则纳入研究。主要结果是抑郁症患者与非抑郁症患者不坚持心血管药物治疗的OR。结果:纳入的研究(n=30)主要由队列或横断面研究组成,其中大多数涉及美国参与者。九种工具被用来衡量药物依从性,其中大多数依赖于参与者的自我报告。使用了9种抑郁症诊断工具,包括患者健康问卷、贝克抑郁症量表和国际疾病分类(ICD-9/10)诊断代码。抑郁症的患病率差异很大(1.7-76.6%),药物依从性不佳(5.9-72.9%)也是如此。一项对17项研究和82059例患者的荟萃分析显示,抑郁症与药物依从性增加相关(OR 1.48, 95% CI 1.23 ~ 1.78, p2=91%, τ2=0.17)。结论:CAD合并抑郁症患者可能增加药物依从性的几率;然而,存在相当大的临床和统计异质性,强调需要进一步研究以更好地了解这种关系。
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引用次数: 0
Sex differences in the burden of multiple long-term conditions among Japanese individuals with heart failure. 日本心力衰竭患者多重长期疾病负担的性别差异
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-25 DOI: 10.1136/openhrt-2025-003643
Shuhei Tara, Yayoi Tetsuou Tsukada, Takuya Nishino, Katsuhito Kato, Takeshi Yamamoto, Mitsunori Maruyama, Eitaro Kodani, Nobuaki Kobayashi, Akihiro Shirakabe, Kuniya Asai

Background: Multiple long-term conditions (MLTCs) are common among individuals with heart failure (HF); however, the influence of sex on clinical characteristics and prognosis remains unclear. This study investigated sex-related differences in clinical characteristics and prognosis in individuals with HF and a high MLTC burden.

Methods: We conducted a multicentre retrospective study of 3004 hospitalised patients with HF who survived to discharge. Comorbid chronic conditions were defined using the Charlson Comorbidity Index (CCI), and MLTC burden was quantified using the age-adjusted CCI. Patients were stratified into high (CCI≥6; n=1514) and low (CCI<6; n=1490) MLTC burden groups based on the median age-adjusted CCI, and comparisons were made by sex. The primary outcome was a composite of all-cause death or HF readmission within 1 year.

Results: The prevalence of ≥2 comorbid conditions increased with age, peaking before age 85 and declining slightly thereafter. This trend differed by sex, with a steeper age-related increase observed in men. In the high MLTC burden group, females were older, had higher left ventricular ejection fraction and were prescribed fewer medications than men. Dementia and rheumatologic disease were more common in women. Although no significant sex differences in event-free survival were observed overall in either MLTC group, among individuals aged≥75 years with high MLTC burden, men had a significantly higher risk of adverse events than women (HR: 1.334; 95% CI 1.031 to 1.727). A spline-based three-way interaction analysis (age×sex×MLTC burden) demonstrated that male risk exceeded female risk after age 70, only in the high MLTC burden group.

Conclusion: In individuals with HF and a high MLTC burden, age-dependent sex differences in prognosis were evident. These findings highlight the importance of incorporating age-specific and sex-specific approaches into personalised HF care.

Trial registration number: UMIN000054854.

背景:多重长期疾病(MLTCs)在心力衰竭(HF)患者中很常见;然而,性别对临床特征和预后的影响尚不清楚。本研究探讨了HF和MLTC高负担患者临床特征和预后的性别相关差异。方法:我们对3004例存活出院的心衰住院患者进行了多中心回顾性研究。使用Charlson共病指数(CCI)定义共病慢性疾病,并使用年龄调整CCI量化MLTC负担。患者被分为高(CCI≥6;n=1514)和低(CCI)两组。结果:≥2种合并症的患病率随着年龄的增长而增加,在85岁前达到峰值,此后略有下降。这一趋势因性别而异,在男性中观察到与年龄相关的急剧增长。在MLTC高负担组中,女性年龄较大,左室射血分数较高,处方药物比男性少。痴呆和风湿病在女性中更为常见。尽管在MLTC组中无事件生存率总体上没有观察到显著的性别差异,但在年龄≥75岁的MLTC高负担个体中,男性的不良事件风险明显高于女性(HR: 1.334; 95% CI 1.031至1.727)。基于样条的三向相互作用分析(age×sex×MLTC burden)表明,只有在MLTC高负担组,70岁后男性风险超过女性风险。结论:在HF和MLTC高负担的个体中,预后存在明显的年龄依赖性性别差异。这些发现强调了将年龄特异性和性别特异性方法纳入心衰个性化护理的重要性。试验注册号:UMIN000054854。
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引用次数: 0
Development and validation of a deep learning model for severe mitral stenosis detection from chest X-rays. 从胸部x光片检测严重二尖瓣狭窄的深度学习模型的开发和验证。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-25 DOI: 10.1136/openhrt-2025-003519
Bo Li, Kankan Zhao, Ang Liu, Wenqing Xu, Yun Tang, Kai Yang, Linlin Dai, Xiuyu Chen, Shihua Zhao, Chaowu Yan

Background: Although chest X-rays (CXRs) are widely used, diagnosing mitral stenosis (MS) based solely on CXR findings remains challenging in some cases.

Objective: This study aimed to develop a deep learning-based artificial intelligence (AI) model to detect MS using CXR.

Methods: In this retrospective study, 515 posteroanterior CXR images were analysed, including 285 from patients with MS and 230 from healthy controls. The dataset was randomly divided into training, validation and test datasets at a 7:2:1 ratio. An AI model was formulated by using the training dataset, and model performance was evaluated on the validation and test datasets using the area under the receiver operating characteristic curve (AUC), precision, recall, F1-score and accuracy. Saliency maps were generated to visualise the regions prioritised by the model.

Results: The model achieved an AUC of 0.99 on the validation dataset, with a precision of 0.96, recall of 0.96, F1-score of 0.96 and accuracy of 0.96. On the test dataset, the model achieved an AUC of 0.99, with a precision of 0.95, recall of 0.94, F1-score of 0.94 and accuracy of 0.94. Saliency maps highlighted regions consistent with known radiographic features of MS.

Conclusion: The developed deep learning-based AI model demonstrated high performance in detecting MS from CXR. This approach may provide a convenient and accessible screening tool for MS, particularly in resource-limited areas.

背景:尽管胸部x光片(CXRs)被广泛使用,但在某些情况下,仅根据CXR结果诊断二尖瓣狭窄(MS)仍然具有挑战性。目的:建立基于深度学习的人工智能(AI)模型,应用CXR检测多发性硬化症。方法:回顾性分析515张后前路CXR图像,其中MS患者285张,健康对照230张。数据集按7:2:1的比例随机分为训练、验证和测试数据集。利用训练数据集构建人工智能模型,并在验证和测试数据集上使用接收者工作特征曲线下面积(AUC)、精度、召回率、f1得分和准确率对模型性能进行评估。生成显著性图以可视化模型优先考虑的区域。结果:该模型在验证数据集上的AUC为0.99,精密度为0.96,召回率为0.96,F1-score为0.96,准确度为0.96。在测试数据集上,该模型的AUC为0.99,精密度为0.95,召回率为0.94,f1分数为0.94,准确度为0.94。结论:所开发的基于深度学习的人工智能模型在从CXR中检测多发性硬化症方面表现出高性能。该方法可为多发性硬化症的筛查提供一种方便易行的工具,特别是在资源有限的地区。
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引用次数: 0
Sex differences in the association of social determinants of health and adverse cardiovascular outcomes in patients with atrial fibrillation. 房颤患者健康和不良心血管结局的社会决定因素的性别差异
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-25 DOI: 10.1136/openhrt-2025-003732
Yusheng Zhou, Jonathan Houle, Valeria Raparelli, Colleen M Norris, Louise Pilote

Background: Despite anticoagulation, patients with atrial fibrillation (AF) experience persistent elevated cardiovascular risk, with conflicting evidence regarding sex-based outcome disparities. Social determinants of health (SDOH)-encompassing economic, psychosocial and environmental factors-demonstrate robust associations with cardiovascular outcomes and exhibit significant sex-specific patterns, yet remain understudied in AF populations. This study aimed to clarify sex differences in the association of SDOH and adverse cardiovascular outcomes in patients with AF.

Methods: Data came from the UK Biobank. Participants with AF enrolled between 2006 and 2010 were included. SDOH comprised economic, psychosocial and neighbourhood environmental factors. The primary outcome was a composite of major adverse cardiovascular events (ie, stroke/transient ischaemic attack, arterial thromboembolic events, myocardial infarction and cardiovascular mortality) and all-cause mortality. Sex-stratified, Cox proportional hazards models were used.

Results: Among 3842 participants (mean age 62.5±6.1 years; 35.1% female), males demonstrated higher adverse outcome event rates than females (29.1% vs 21.3%) over median 11.6-year follow-up. Multivariate analyses revealed independent SDOH associations with adverse outcomes, with distinct sex-specific patterns. In male participants, low income (HR 1.30, 95% CI 1.08 to 1.55), unemployment (HR 1.28, 95% CI 1.06 to 1.55), living alone (HR 1.29, 95% CI 1.07 to 1.55) and housing insecurity (HR 1.26, 95% CI 1.01 to 1.57) were associated with adverse outcomes, while emotional distress was the only predictor (HR 1.33, 95% CI 1.04 to 1.69) in females.

Conclusions: SDOH demonstrate sex-specific associations with adverse cardiovascular outcomes in AF populations. Integration of SDOH into risk prediction algorithms may enhance cardiovascular risk stratification and inform targeted intervention strategies in AF management.

背景:尽管抗凝治疗,房颤(AF)患者仍经历持续升高的心血管风险,关于基于性别的结局差异的证据相互矛盾。健康的社会决定因素(SDOH)——包括经济、社会心理和环境因素——显示出与心血管结局的强大关联,并表现出显著的性别特异性模式,但在房颤人群中仍未得到充分研究。本研究旨在阐明af患者SDOH与不良心血管结局相关性的性别差异。方法:数据来自UK Biobank。纳入了2006年至2010年间登记的房颤患者。SDOH包括经济、社会心理和社区环境因素。主要结局是主要不良心血管事件(即卒中/短暂性缺血发作、动脉血栓栓塞事件、心肌梗死和心血管死亡率)和全因死亡率的综合。采用性别分层、Cox比例风险模型。结果:在3842名参与者中(平均年龄62.5±6.1岁,女性占35.1%),在中位11.6年的随访期间,男性的不良结局事件发生率高于女性(29.1% vs 21.3%)。多变量分析显示SDOH与不良结果的独立关联,具有明显的性别特异性模式。在男性参与者中,低收入(HR 1.30, 95% CI 1.08至1.55)、失业(HR 1.28, 95% CI 1.06至1.55)、独居(HR 1.29, 95% CI 1.07至1.55)和住房不安全(HR 1.26, 95% CI 1.01至1.57)与不良结果相关,而女性参与者中,情绪困扰是唯一的预测因素(HR 1.33, 95% CI 1.04至1.69)。结论:在房颤人群中,SDOH显示出与不良心血管结局的性别特异性关联。将SDOH整合到风险预测算法中可以增强心血管风险分层,并为房颤管理提供有针对性的干预策略。
{"title":"Sex differences in the association of social determinants of health and adverse cardiovascular outcomes in patients with atrial fibrillation.","authors":"Yusheng Zhou, Jonathan Houle, Valeria Raparelli, Colleen M Norris, Louise Pilote","doi":"10.1136/openhrt-2025-003732","DOIUrl":"10.1136/openhrt-2025-003732","url":null,"abstract":"<p><strong>Background: </strong>Despite anticoagulation, patients with atrial fibrillation (AF) experience persistent elevated cardiovascular risk, with conflicting evidence regarding sex-based outcome disparities. Social determinants of health (SDOH)-encompassing economic, psychosocial and environmental factors-demonstrate robust associations with cardiovascular outcomes and exhibit significant sex-specific patterns, yet remain understudied in AF populations. This study aimed to clarify sex differences in the association of SDOH and adverse cardiovascular outcomes in patients with AF.</p><p><strong>Methods: </strong>Data came from the UK Biobank. Participants with AF enrolled between 2006 and 2010 were included. SDOH comprised economic, psychosocial and neighbourhood environmental factors. The primary outcome was a composite of major adverse cardiovascular events (ie, stroke/transient ischaemic attack, arterial thromboembolic events, myocardial infarction and cardiovascular mortality) and all-cause mortality. Sex-stratified, Cox proportional hazards models were used.</p><p><strong>Results: </strong>Among 3842 participants (mean age 62.5±6.1 years; 35.1% female), males demonstrated higher adverse outcome event rates than females (29.1% vs 21.3%) over median 11.6-year follow-up. Multivariate analyses revealed independent SDOH associations with adverse outcomes, with distinct sex-specific patterns. In male participants, low income (HR 1.30, 95% CI 1.08 to 1.55), unemployment (HR 1.28, 95% CI 1.06 to 1.55), living alone (HR 1.29, 95% CI 1.07 to 1.55) and housing insecurity (HR 1.26, 95% CI 1.01 to 1.57) were associated with adverse outcomes, while emotional distress was the only predictor (HR 1.33, 95% CI 1.04 to 1.69) in females.</p><p><strong>Conclusions: </strong>SDOH demonstrate sex-specific associations with adverse cardiovascular outcomes in AF populations. Integration of SDOH into risk prediction algorithms may enhance cardiovascular risk stratification and inform targeted intervention strategies in AF management.</p>","PeriodicalId":19505,"journal":{"name":"Open Heart","volume":"12 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12742081/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145834474","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
When cardiology forgets to ask why. 当心脏病学忘记问为什么。
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-23 DOI: 10.1136/openhrt-2025-003874
Francesco Tona

Contemporary cardiology faces a paradox: unprecedented technological capability coincides with declining scientific curiosity and clinical judgement. This manuscript examines the shift from question-driven, physiologic medicine to an approach dominated by procedural feasibility, commercial influence and algorithmic decision-making. Advances such as transcatheter interventions, advanced imaging and artificial intelligence have broadened therapeutic options but also encouraged action to precede reasoning, allowing anatomical suitability to overshadow clinical appropriateness and patient-centred values.The paper describes how industry pressures, guideline structures and training environments normalise interventionist reflexes and weaken the discipline of restraint, while research increasingly prioritises surrogate outcomes and validation of existing technologies. In response, the manuscript advocates for restoring the 'why' in cardiology through renewed critical thinking, meaningful outcomes and ethically grounded decisions. This requires cultural, educational and structural reform so that technology enhances rather than displaces the scientific and humanistic foundations of the field.

当代心脏病学面临着一个悖论:前所未有的技术能力与不断下降的科学好奇心和临床判断相一致。本文考察了从问题驱动的生理医学到程序可行性、商业影响和算法决策主导的方法的转变。经导管介入、先进成像和人工智能等技术的进步拓宽了治疗选择,但也鼓励行动先于推理,使解剖学上的适宜性盖过了临床适宜性和以患者为中心的价值观。本文描述了行业压力、指导结构和培训环境如何使干预主义者的反应正常化,并削弱了约束纪律,而研究日益优先考虑替代结果和现有技术的验证。作为回应,该手稿主张通过更新批判性思维、有意义的结果和基于道德的决策来恢复心脏病学中的“为什么”。这就需要进行文化、教育和结构改革,使技术加强而不是取代这一领域的科学和人文基础。
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引用次数: 0
Long-term prognostic impact of in-hospital serum albumin concentration changes in patients hospitalised for heart failure. 住院心力衰竭患者血清白蛋白浓度变化对长期预后的影响
IF 2.8 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-23 DOI: 10.1136/openhrt-2025-003681
Keiko Fukino, Satoshi Miyata, Tomomi Ide, Shouji Matsushima, Takeshi Tohyama, Nobuyuki Enzan, Hiroyuki Tsutsui, Fumitaka Nakamura

Background: Malnutrition influences prognosis in patients with heart failure, but current nutritional evaluation methods are excessively complex for routine clinical use. The role of the serum albumin concentration, a widely used surrogate marker, in acute heart failure remains unclear. We assessed whether changes in serum albumin during heart failure hospitalisation can serve as a prognostic marker.

Methods: Among 14 847 patients in a nationwide heart failure registry in 2013, 5836 eligible patients (mean age: 77.7 years, 51.2% men) were categorised into two groups: the albumin-increase group (n=2048) and the no-albumin-increase group (n=3788). The incidences of primary (all-cause mortality) and secondary (a composite of cardiovascular death and rehospitalisation for worsening heart failure) outcomes were compared between the groups. The prognostic impact of serum albumin changes was also evaluated.

Results: The median follow-up period was 1545 days (95% CI 1535 to 1557 days). Event-free survival rates for clinical outcomes were higher in the albumin-increase group than in the no-albumin-increase group (primary outcome: 54.5% vs 45.4%, 95% CI 51.4% to 57.6% vs 42.9% to 47.8%, p<0.005; secondary outcome: 40.5% vs 36.9%, 95% CI 36.4% to 44% vs 34.1% to 39.6%, p<0.005). A generalised additive model revealed a linear relationship between serum albumin changes and prognosis; declines had a stronger negative effect than the positive impact of increases, but the change rate better reflected the relationship with prognosis. Survival classification and regression tree analysis indicated that a 25% decrease in the serum albumin concentration identified the most vulnerable population; even a 3% decrease was associated with worse outcomes.

Conclusions: Serum albumin changes during hospitalisation can predict prognosis in patients with heart failure, indicating potential as a target for interventions.

背景:营养不良影响心衰患者的预后,但目前的营养评估方法过于复杂,无法常规临床应用。作为一种广泛使用的替代指标,血清白蛋白浓度在急性心力衰竭中的作用尚不清楚。我们评估了心力衰竭住院期间血清白蛋白的变化是否可以作为预后指标。方法:在2013年全国心力衰竭登记的14847例患者中,5836例符合条件的患者(平均年龄:77.7岁,51.2%为男性)被分为两组:白蛋白增加组(n=2048)和非白蛋白增加组(n=3788)。比较两组间原发性(全因死亡率)和继发性(心血管死亡和因心力衰竭恶化而再次住院的综合)结果的发生率。血清白蛋白变化对预后的影响也进行了评估。结果:中位随访期为1545天(95% CI 1535 ~ 1557天)。白蛋白升高组临床结果的无事件生存率高于无白蛋白升高组(主要结果:54.5% vs 45.4%, 95% CI: 51.4% ~ 57.6% vs 42.9% ~ 47.8%)。结论:住院期间血清白蛋白变化可以预测心力衰竭患者的预后,表明作为干预目标的潜力。
{"title":"Long-term prognostic impact of in-hospital serum albumin concentration changes in patients hospitalised for heart failure.","authors":"Keiko Fukino, Satoshi Miyata, Tomomi Ide, Shouji Matsushima, Takeshi Tohyama, Nobuyuki Enzan, Hiroyuki Tsutsui, Fumitaka Nakamura","doi":"10.1136/openhrt-2025-003681","DOIUrl":"10.1136/openhrt-2025-003681","url":null,"abstract":"<p><strong>Background: </strong>Malnutrition influences prognosis in patients with heart failure, but current nutritional evaluation methods are excessively complex for routine clinical use. The role of the serum albumin concentration, a widely used surrogate marker, in acute heart failure remains unclear. We assessed whether changes in serum albumin during heart failure hospitalisation can serve as a prognostic marker.</p><p><strong>Methods: </strong>Among 14 847 patients in a nationwide heart failure registry in 2013, 5836 eligible patients (mean age: 77.7 years, 51.2% men) were categorised into two groups: the albumin-increase group (n=2048) and the no-albumin-increase group (n=3788). The incidences of primary (all-cause mortality) and secondary (a composite of cardiovascular death and rehospitalisation for worsening heart failure) outcomes were compared between the groups. The prognostic impact of serum albumin changes was also evaluated.</p><p><strong>Results: </strong>The median follow-up period was 1545 days (95% CI 1535 to 1557 days). Event-free survival rates for clinical outcomes were higher in the albumin-increase group than in the no-albumin-increase group (primary outcome: 54.5% vs 45.4%, 95% CI 51.4% to 57.6% vs 42.9% to 47.8%, p<0.005; secondary outcome: 40.5% vs 36.9%, 95% CI 36.4% to 44% vs 34.1% to 39.6%, p<0.005). A generalised additive model revealed a linear relationship between serum albumin changes and prognosis; declines had a stronger negative effect than the positive impact of increases, but the change rate better reflected the relationship with prognosis. Survival classification and regression tree analysis indicated that a 25% decrease in the serum albumin concentration identified the most vulnerable population; even a 3% decrease was associated with worse outcomes.</p><p><strong>Conclusions: </strong>Serum albumin changes during hospitalisation can predict prognosis in patients with heart failure, indicating potential as a target for interventions.</p>","PeriodicalId":19505,"journal":{"name":"Open Heart","volume":"12 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12742107/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145820411","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
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Open Heart
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