首页 > 最新文献

Frontiers in Cardiovascular Medicine最新文献

英文 中文
Case Report: Genomic and clinical insights into MYBPC3-related hypertrophic cardiomyopathy in Ecuadorian patients: implications for sudden cardiac death risk. 病例报告:厄瓜多尔患者mybpc3相关肥厚性心肌病的基因组和临床研究:对心源性猝死风险的影响
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1693244
Elius Paz-Cruz, Patricia Guevara-Ramírez, Rafael Tamayo-Trujillo, Viviana A Ruiz-Pozo, Santiago Cadena-Ullauri, Rita Ibarra-Castillo, José Luis Laso-Bayas, Leonel Meza-Chico, Alejandro Cabrera-Andrade, Ana Karina Zambrano

Hypertrophic cardiomyopathy (HCM) is the most common inherited cardiac disease and a leading cause of sudden cardiac death (SCD) in young adults and athletes. It exhibits marked clinical variability, which may be influenced by genetic background and environmental factors. Although MYBPC3 is the most frequently implicated gene, data from Latin American and admixed populations remain scarce. In this study, we describe three unrelated Ecuadorian patients with clinically diagnosed HCM who harbored MYBPC3 variants. Two patients carried likely pathogenic mutations (p.Glu258Lys and p.His875Profs*8), while novel missense variants (p.Ala536Pro and p.Thr274Met) were identified as variants of uncertain significance (VUS). Additional variants were detected in TTN, MYLK2, RYR1, SDHA, APOB, and JPH2, but given their classification as VUS or a lack of association with HCM, they are described only as incidental findings. An ancestry analysis revealed heterogeneous contributions of Native American, European, and African backgrounds, reflecting the admixed composition of the Ecuadorian population. This case series underscores the phenotypic heterogeneity of HCM, even among patients with MYBPC3 variants, and highlights the importance of genomic testing in underrepresented populations to improve diagnosis, family screening, and SCD risk stratification.

肥厚性心肌病(HCM)是最常见的遗传性心脏病,也是年轻人和运动员心脏性猝死(SCD)的主要原因。它表现出明显的临床变异性,这可能受到遗传背景和环境因素的影响。尽管MYBPC3是最常见的相关基因,但来自拉丁美洲和混合人群的数据仍然很少。在这项研究中,我们描述了三名临床诊断为HCM的厄瓜多尔患者,他们携带MYBPC3变异。2例患者携带可能的致病突变(p.g ul258lys和p.h ys875profs *8),而新的错义变异(p.a ala536pro和p.s thr274met)被鉴定为不确定意义变异(VUS)。在TTN、MYLK2、RYR1、SDHA、APOB和JPH2中检测到其他变异,但鉴于它们被归类为VUS或与HCM缺乏关联,它们仅被描述为偶然发现。一项祖先分析揭示了美洲原住民、欧洲人和非洲人背景的异质贡献,反映了厄瓜多尔人口的混合组成。该病例系列强调了HCM的表型异质性,甚至在MYBPC3变异患者中也是如此,并强调了在代表性不足的人群中进行基因组检测以改善诊断、家庭筛查和SCD风险分层的重要性。
{"title":"Case Report: Genomic and clinical insights into MYBPC3-related hypertrophic cardiomyopathy in Ecuadorian patients: implications for sudden cardiac death risk.","authors":"Elius Paz-Cruz, Patricia Guevara-Ramírez, Rafael Tamayo-Trujillo, Viviana A Ruiz-Pozo, Santiago Cadena-Ullauri, Rita Ibarra-Castillo, José Luis Laso-Bayas, Leonel Meza-Chico, Alejandro Cabrera-Andrade, Ana Karina Zambrano","doi":"10.3389/fcvm.2025.1693244","DOIUrl":"10.3389/fcvm.2025.1693244","url":null,"abstract":"<p><p>Hypertrophic cardiomyopathy (HCM) is the most common inherited cardiac disease and a leading cause of sudden cardiac death (SCD) in young adults and athletes. It exhibits marked clinical variability, which may be influenced by genetic background and environmental factors. Although <i>MYBPC3</i> is the most frequently implicated gene, data from Latin American and admixed populations remain scarce. In this study, we describe three unrelated Ecuadorian patients with clinically diagnosed HCM who harbored <i>MYBPC3</i> variants. Two patients carried likely pathogenic mutations (p.Glu258Lys and p.His875Profs*8), while novel missense variants (p.Ala536Pro and p.Thr274Met) were identified as variants of uncertain significance (VUS). Additional variants were detected in <i>TTN</i>, <i>MYLK2</i>, <i>RYR1</i>, <i>SDHA</i>, <i>APOB</i>, and <i>JPH2</i>, but given their classification as VUS or a lack of association with HCM, they are described only as incidental findings. An ancestry analysis revealed heterogeneous contributions of Native American, European, and African backgrounds, reflecting the admixed composition of the Ecuadorian population. This case series underscores the phenotypic heterogeneity of HCM, even among patients with <i>MYBPC3</i> variants, and highlights the importance of genomic testing in underrepresented populations to improve diagnosis, family screening, and SCD risk stratification.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1693244"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12868290/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124399","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
Dual tachycardia in a premature infant: a rare case report and literature review. 早产儿双性心动过速1例罕见病例报告及文献复习。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1712012
Meng Xu, Qingzhu Qiu, Chongbing Yan, Zhen Yan, Cuilan Hou, Tingting Xiao, Li Zhang

Objective: To enhance understanding of the diagnosis and management of dual tachycardia in infant.

Methods: A retrospective analysis was conducted on the clinical data and management of a infant with dual tachycardia. A review of the relevant literature was also performed.

Results: A female infant, born 43 min, was transferred to our hospital's NICU via emergency transfer due to "tachycardia lasting over half an hour after premature birth." To better understand the supraventricular tachycardia an esophageal electrode was inserted, the esophageal electrocardiogram confirmed the diagnosis of dual tachycardia (persistent atrial tachycardia combined with short episodes of ventricular tachycardia).

Conclusion: This case provides valuable insight into the diagnosis and management of dual tachycardia in infant. For patients presenting with tachycardia, esophageal electrocardiogram is crucial.

目的:提高对婴幼儿双性心动过速的诊断和处理的认识。方法:回顾性分析1例婴儿双性心动过速的临床资料及处理方法。对相关文献也进行了回顾。结果:1例女婴,出生43 min,因“早产后心动过速持续半小时以上”经急诊转至我院新生儿重症监护病房。为更好地了解室上性心动过速,经食管电极检查,食管心电图证实双速(持续性房性心动过速合并短时间室性心动过速)。结论:本病例对婴幼儿双性心动过速的诊断和治疗提供了有价值的见解。对于出现心动过速的患者,食管心电图是至关重要的。
{"title":"Dual tachycardia in a premature infant: a rare case report and literature review.","authors":"Meng Xu, Qingzhu Qiu, Chongbing Yan, Zhen Yan, Cuilan Hou, Tingting Xiao, Li Zhang","doi":"10.3389/fcvm.2025.1712012","DOIUrl":"10.3389/fcvm.2025.1712012","url":null,"abstract":"<p><strong>Objective: </strong>To enhance understanding of the diagnosis and management of dual tachycardia in infant.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on the clinical data and management of a infant with dual tachycardia. A review of the relevant literature was also performed.</p><p><strong>Results: </strong>A female infant, born 43 min, was transferred to our hospital's NICU via emergency transfer due to \"tachycardia lasting over half an hour after premature birth.\" To better understand the supraventricular tachycardia an esophageal electrode was inserted, the esophageal electrocardiogram confirmed the diagnosis of dual tachycardia (persistent atrial tachycardia combined with short episodes of ventricular tachycardia).</p><p><strong>Conclusion: </strong>This case provides valuable insight into the diagnosis and management of dual tachycardia in infant. For patients presenting with tachycardia, esophageal electrocardiogram is crucial.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1712012"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12868177/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124413","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
Outcomes of aortic valvuloplasty with pericardium patch for congenital aortic stenosis and regurgitation in pediatric patients. 心包补片主动脉瓣成形术治疗小儿先天性主动脉狭窄和反流的疗效。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1724329
Pinyan Huang, Junjie Zong, Weicong Ye, Song Wang, Ran Li, Han Zhang, Zilong Luo, Jiahong Xia, Jizhang Yu, Jie Wu, Cheng Zhou

Background: Surgical strategies for congenital aortic stenosis and regurgitation in children, particularly in infants (<1 year), remain controversial. Aortic valvuloplasty (AVP) with pericardial patch has gained increasing attention, but its durability and clinical benefits remain uncertain.

Methods: We retrospectively analyzed pediatric patients (≤12 years) undergoing AVP with pericardial patch in our center between July 2017 and July 2025. Infants (<1 year) were analyzed separately as subgroups. Primary outcome was the change in aortic valve hemodynamics, including median peak gradient, median peak velocity, and degree of aortic regurgitation. Secondary outcomes included major complications, overall survival, and freedom from reoperation.

Results: A total of 35 patients were included, with a median age of 2 years. Among them, 17 were infants, with a median age of 2 months. The median peak aortic valve gradient decreased from 67.0 mmHg to 33.0 mmHg (p < 0.001), and the median peak velocity decreased from 4.1 m/s to 2.9 m/s (p < 0.001), postoperatively. No new moderate or severe aortic regurgitation was observed early postoperatively, and preexisting lesions of this severity were resolved. There were no in-hospital deaths or severe complications. At four years, survival was 96% and freedom from reoperation 75.4% in the overall cohort; in infants, survival was 100% with 66.7% freedom from reoperation.

Conclusions: AVP with pericardium patch is a safe and effective procedure for congenital aortic stenosis and regurgitation in pediatric patients. It represents a promising surgical option for pediatric patients, including infants.

背景:儿童尤其是婴儿先天性主动脉瓣狭窄和反流的手术策略(方法:我们回顾性分析了2017年7月至2025年7月在本中心接受心包贴片AVP的儿童患者(≤12岁)。结果:共纳入35例患者,中位年龄为2岁。其中婴儿17例,中位年龄2个月。主动脉瓣梯度中位峰由67.0 mmHg降至33.0 mmHg (p p)。结论:AVP联合心包贴片治疗先天性主动脉瓣狭窄和反流是一种安全有效的治疗方法。对于包括婴儿在内的儿科患者来说,这是一种很有前途的手术选择。
{"title":"Outcomes of aortic valvuloplasty with pericardium patch for congenital aortic stenosis and regurgitation in pediatric patients.","authors":"Pinyan Huang, Junjie Zong, Weicong Ye, Song Wang, Ran Li, Han Zhang, Zilong Luo, Jiahong Xia, Jizhang Yu, Jie Wu, Cheng Zhou","doi":"10.3389/fcvm.2025.1724329","DOIUrl":"10.3389/fcvm.2025.1724329","url":null,"abstract":"<p><strong>Background: </strong>Surgical strategies for congenital aortic stenosis and regurgitation in children, particularly in infants (<1 year), remain controversial. Aortic valvuloplasty (AVP) with pericardial patch has gained increasing attention, but its durability and clinical benefits remain uncertain.</p><p><strong>Methods: </strong>We retrospectively analyzed pediatric patients (≤12 years) undergoing AVP with pericardial patch in our center between July 2017 and July 2025. Infants (<1 year) were analyzed separately as subgroups. Primary outcome was the change in aortic valve hemodynamics, including median peak gradient, median peak velocity, and degree of aortic regurgitation. Secondary outcomes included major complications, overall survival, and freedom from reoperation.</p><p><strong>Results: </strong>A total of 35 patients were included, with a median age of 2 years. Among them, 17 were infants, with a median age of 2 months. The median peak aortic valve gradient decreased from 67.0 mmHg to 33.0 mmHg (<i>p</i> < 0.001), and the median peak velocity decreased from 4.1 m/s to 2.9 m/s (<i>p</i> < 0.001), postoperatively. No new moderate or severe aortic regurgitation was observed early postoperatively, and preexisting lesions of this severity were resolved. There were no in-hospital deaths or severe complications. At four years, survival was 96% and freedom from reoperation 75.4% in the overall cohort; in infants, survival was 100% with 66.7% freedom from reoperation.</p><p><strong>Conclusions: </strong>AVP with pericardium patch is a safe and effective procedure for congenital aortic stenosis and regurgitation in pediatric patients. It represents a promising surgical option for pediatric patients, including infants.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1724329"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12868139/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The associations between healthy lifestyle scores, their long-term changes, and incident hypertension risk in adults: a prospective cohort study. 成人健康生活方式评分及其长期变化与高血压风险之间的关系:一项前瞻性队列研究
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1678746
Ji Zhang, Tao Liu, Yanli Wu, Jie Zhou, Ling Li, Xuejiao Li, Wei Ji

Objective: Several modifiable healthy lifestyle factors have been demonstrated to exert an effect of blood pressure lowering. However, there remains limited evidence regarding the association between healthy lifestyle scores (HLS) and hypertension, particularly within the Chinese population. The present prospective cohort study was designed to systematically investigate the relationships between HLS, their long-term dynamic changes, and the incident risk of hypertension.

Methods: A total of 3,743 participants aged ≥18 years who were free of hypertension at baseline were included in the study and followed up prospectively. The HLS was calculated based on the number of healthy lifestyle factors. The Cox proportional hazards regression model was employed to estimate hazard ratios (HRs) and corresponding 95% confidence intervals (95% CIs) for evaluating the associations between HLS, their long-term changes, and the risk of incident hypertension. In addition, a quantile regression (QR) approach was applied to assess the associations of HLS with blood pressure levels.

Results: During a median follow-up period of 6.46 years, 857 cases of hypertension were identified. The HLS was significantly associated with a reduced risk of hypertension, with a 14% risk reduction observed (HR: 0.86, 95% CI: 0.80-0.92). Compared with the low HLS group (0-3), the HRs (95% CIs) for incident hypertension were 0.80 (95% CI: 0.66-0.97), 0.78 (95% CI: 0.64-0.95), and 0.61 (95% CI: 0.49-0.75) for the HLS groups with 4, 5, and ≥6, respectively (P for trend <0.001). In comparison with participants maintaining a HLS of 0-3, those maintaining a HLS of 4 (HR: 0.60, 95% CI: 0.43-0.85), 5 (HR: 0.47, 95% CI: 0.32-0.69), and ≥6 (HR: 0.34, 95% CI: 0.23-0.51) exhibited a significantly lower risk of incident hypertension (P for trend <0.001). QR showed a significant negative association between HLS and blood pressure levels.

Conclusion: As the HLS increased, the risk of hypertension showed a gradual downward trend. Furthermore, long-term maintenance of a high HLS was associated with a reduced risk of hypertension. Our findings provide additional evidence from China supporting the necessity of sustaining healthy lifestyles across the life course.

目的:几种可改变的健康生活方式因素已被证明具有降低血压的作用。然而,关于健康生活方式评分(HLS)与高血压之间的关联,特别是在中国人群中,证据仍然有限。本前瞻性队列研究旨在系统探讨HLS及其长期动态变化与高血压事件风险之间的关系。方法:共有3743名年龄≥18岁、基线时无高血压的受试者纳入研究,并进行前瞻性随访。HLS是根据健康生活方式因素的数量来计算的。采用Cox比例风险回归模型估计风险比(hr)和相应的95%置信区间(95% ci),以评估HLS及其长期变化与高血压发生风险之间的关联。此外,采用分位数回归(QR)方法评估HLS与血压水平的关系。结果:在中位随访6.46年期间,共发现857例高血压。HLS与高血压风险降低显著相关,观察到风险降低14% (HR: 0.86, 95% CI: 0.80-0.92)。与低HLS组(0 ~ 3)相比,HLS 4、5、≥6组高血压发生的HRs (95% CI)分别为0.80 (95% CI: 0.66 ~ 0.97)、0.78 (95% CI: 0.64 ~ 0.95)、0.61 (95% CI: 0.49 ~ 0.75) (P为趋势)。结论:随着HLS升高,高血压发生风险呈逐渐下降趋势。此外,长期维持高HLS与降低高血压风险相关。我们的研究结果提供了来自中国的额外证据,支持在整个生命过程中保持健康生活方式的必要性。
{"title":"The associations between healthy lifestyle scores, their long-term changes, and incident hypertension risk in adults: a prospective cohort study.","authors":"Ji Zhang, Tao Liu, Yanli Wu, Jie Zhou, Ling Li, Xuejiao Li, Wei Ji","doi":"10.3389/fcvm.2025.1678746","DOIUrl":"10.3389/fcvm.2025.1678746","url":null,"abstract":"<p><strong>Objective: </strong>Several modifiable healthy lifestyle factors have been demonstrated to exert an effect of blood pressure lowering. However, there remains limited evidence regarding the association between healthy lifestyle scores (HLS) and hypertension, particularly within the Chinese population. The present prospective cohort study was designed to systematically investigate the relationships between HLS, their long-term dynamic changes, and the incident risk of hypertension.</p><p><strong>Methods: </strong>A total of 3,743 participants aged ≥18 years who were free of hypertension at baseline were included in the study and followed up prospectively. The HLS was calculated based on the number of healthy lifestyle factors. The Cox proportional hazards regression model was employed to estimate hazard ratios (HRs) and corresponding 95% confidence intervals (95% CIs) for evaluating the associations between HLS, their long-term changes, and the risk of incident hypertension. In addition, a quantile regression (QR) approach was applied to assess the associations of HLS with blood pressure levels.</p><p><strong>Results: </strong>During a median follow-up period of 6.46 years, 857 cases of hypertension were identified. The HLS was significantly associated with a reduced risk of hypertension, with a 14% risk reduction observed (HR: 0.86, 95% CI: 0.80-0.92). Compared with the low HLS group (0-3), the HRs (95% CIs) for incident hypertension were 0.80 (95% CI: 0.66-0.97), 0.78 (95% CI: 0.64-0.95), and 0.61 (95% CI: 0.49-0.75) for the HLS groups with 4, 5, and ≥6, respectively (P for trend <0.001). In comparison with participants maintaining a HLS of 0-3, those maintaining a HLS of 4 (HR: 0.60, 95% CI: 0.43-0.85), 5 (HR: 0.47, 95% CI: 0.32-0.69), and ≥6 (HR: 0.34, 95% CI: 0.23-0.51) exhibited a significantly lower risk of incident hypertension (P for trend <0.001). QR showed a significant negative association between HLS and blood pressure levels.</p><p><strong>Conclusion: </strong>As the HLS increased, the risk of hypertension showed a gradual downward trend. Furthermore, long-term maintenance of a high HLS was associated with a reduced risk of hypertension. Our findings provide additional evidence from China supporting the necessity of sustaining healthy lifestyles across the life course.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1678746"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869433/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124384","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
Bridging surgical gaps in congenital heart disease: results from 50 remote telementored procedures using a new national digital platform in Brazil. 弥合先天性心脏病的手术空白:巴西使用新的国家数字平台进行50次远程监控手术的结果。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1702387
Rosangela Monteiro, Guilherme Rabello, Bianca Meneghini, Maria Carolina Guido, Luiz Fernando Caneo, Carla Tanamati, Maria Raquel Massoti, Leonardo Miana, Marcelo Marcos Morales, Ricardo Sgarbieri, Daniel Magalhães, Tamara Menezes Arruda, Camila Barbosa Rolim Cavalheira, Alfredo Ignácio Fiorelli, Vinicius José da Silva Nina, Marcelo Biscegli Jatene, Fabio Biscegli Jatene

Objective: Despite advances in cardiovascular surgery, access to specialized care remains limited in low-resource regions. Telemedicine, which expanded significantly during the COVID-19 pandemic, offers a strategy to mitigate these disparities. The National Teleconference Platform (TAC) was developed to provide real-time, multidisciplinary telementoring for pediatric congenital heart surgery in remote areas.

Methods: This prospective, multicenter study assessed the feasibility, usability, and effectiveness of the TAC platform. The system integrated videoconferencing with Internet of Things (IoT) technologies, enabling synchronous audiovisual communication, real-time monitoring of surgical equipment, and interactive mentorship. Three Brazilian centers from the North, Northeast, and Southeast regions participated. Telementoring encompassed the entire surgical workflow, from anesthesia induction to postoperative debriefing, with data security compliant with national and international standards.

Results: Between November 2022 and March 2025, 50 pediatric cardiac procedures were performed with complete telementoring in 93% of cases, and no technical failures occurred. Each operating room incorporated seven connected devices. User evaluations revealed high satisfaction: 76% of surgical teams reported increased confidence, 92% preserved autonomy throughout procedures, and all participants highlighted the substantial educational value of the platform.

Conclusion: The TAC platform is feasible, effective, and well-accepted for providing multidisciplinary surgical guidance. It optimizes procedural performance, enhances surgical care, and demonstrates significant potential to expand access to specialized healthcare in resource-limited settings.

目的:尽管心血管外科取得了进步,但在资源匮乏的地区,获得专业护理的机会仍然有限。远程医疗在2019冠状病毒病大流行期间得到了显著扩展,为缓解这些差距提供了一种战略。国家远程会议平台(TAC)的开发是为了为偏远地区的儿童先心病手术提供实时、多学科的远程监控。方法:本前瞻性、多中心研究评估TAC平台的可行性、可用性和有效性。该系统将视频会议与物联网(IoT)技术相结合,实现了同步视听通信、手术设备实时监控和交互式指导。来自巴西北部、东北部和东南部地区的三个中心参加了会议。远程监控涵盖了从麻醉诱导到术后汇报的整个手术流程,数据安全符合国家和国际标准。结果:在2022年11月至2025年3月期间,在93%的病例中进行了50例儿科心脏手术,没有发生技术故障。每个手术室都有7个连接的设备。用户评价显示了很高的满意度:76%的手术团队报告信心增加,92%的手术团队在整个过程中保持了自主权,所有参与者都强调了平台的重大教育价值。结论:TAC平台是一种可行、有效的多学科外科指导平台。它优化了程序性能,增强了外科护理,并显示出在资源有限的环境中扩大获得专业医疗保健的巨大潜力。
{"title":"Bridging surgical gaps in congenital heart disease: results from 50 remote telementored procedures using a new national digital platform in Brazil.","authors":"Rosangela Monteiro, Guilherme Rabello, Bianca Meneghini, Maria Carolina Guido, Luiz Fernando Caneo, Carla Tanamati, Maria Raquel Massoti, Leonardo Miana, Marcelo Marcos Morales, Ricardo Sgarbieri, Daniel Magalhães, Tamara Menezes Arruda, Camila Barbosa Rolim Cavalheira, Alfredo Ignácio Fiorelli, Vinicius José da Silva Nina, Marcelo Biscegli Jatene, Fabio Biscegli Jatene","doi":"10.3389/fcvm.2025.1702387","DOIUrl":"10.3389/fcvm.2025.1702387","url":null,"abstract":"<p><strong>Objective: </strong>Despite advances in cardiovascular surgery, access to specialized care remains limited in low-resource regions. Telemedicine, which expanded significantly during the COVID-19 pandemic, offers a strategy to mitigate these disparities. The National Teleconference Platform (TAC) was developed to provide real-time, multidisciplinary telementoring for pediatric congenital heart surgery in remote areas.</p><p><strong>Methods: </strong>This prospective, multicenter study assessed the feasibility, usability, and effectiveness of the TAC platform. The system integrated videoconferencing with Internet of Things (IoT) technologies, enabling synchronous audiovisual communication, real-time monitoring of surgical equipment, and interactive mentorship. Three Brazilian centers from the North, Northeast, and Southeast regions participated. Telementoring encompassed the entire surgical workflow, from anesthesia induction to postoperative debriefing, with data security compliant with national and international standards.</p><p><strong>Results: </strong>Between November 2022 and March 2025, 50 pediatric cardiac procedures were performed with complete telementoring in 93% of cases, and no technical failures occurred. Each operating room incorporated seven connected devices. User evaluations revealed high satisfaction: 76% of surgical teams reported increased confidence, 92% preserved autonomy throughout procedures, and all participants highlighted the substantial educational value of the platform.</p><p><strong>Conclusion: </strong>The TAC platform is feasible, effective, and well-accepted for providing multidisciplinary surgical guidance. It optimizes procedural performance, enhances surgical care, and demonstrates significant potential to expand access to specialized healthcare in resource-limited settings.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1702387"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869432/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124452","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
Machine learning-based early warning system for hemodynamic deterioration in cardiovascular ICU patients: a bidirectional cross-validation study. 基于机器学习的心血管ICU患者血流动力学恶化预警系统:一项双向交叉验证研究。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1694001
Shicheng Gao, Yunhai Zhang, Menghua Deng, Haohui Liu, Weixian Xu, Meng Luo, Ying Tian, Bin Zhang

Background: Early identification of hemodynamic deterioration in cardiovascular intensive care unit (ICU) patients is critical for improving clinical outcomes. Traditional monitoring approaches and scoring systems often fail to capture dynamic multidimensional physiological changes, and existing machine learning models frequently lack robust external validation across diverse healthcare systems.

Methods: We employed a retrospective multi-center cohort design to develop machine learning prediction models using the MIMIC-IV database (46,007 admissions) and the eICU database (50,949 admissions). To rigorously assess model robustness and generalizability, a novel bidirectional cross-validation framework was implemented: models were trained on MIMIC data and validated on eICU data, and conversely, trained on eICU data and validated on MIMIC data. The study defined a strict composite outcome comprising hemodynamic instability, tissue hypoperfusion, and confirmed cardiac etiology. Multiple machine learning algorithms were evaluated to identify the optimal classifier.

Results: The Random Forest model was selected as the optimal classifier. Bidirectional validation demonstrated exceptional cross-database generalizability: the MIMIC-trained model achieved an Area Under the Receiver Operating Characteristic (AUROC) of 0.841 on the eICU cohort, while the eICU-trained model achieved an AUROC of 0.852 on the MIMIC cohort, with performance degradation controlled within a minimal range (<4%). DeLong tests confirmed that the model significantly outperformed traditional clinical scores, including SOFA (AUROC 0.681) and APACHE II (AUROC 0.747). The five-level risk stratification system exhibited a strict monotonic increase in mortality rates, ranging from 0.8% in the very low-risk group to 84.2% in the very high-risk group. SHAP analysis identified hemoglobin, history of acute myocardial infarction, and creatinine as the most significant predictors.

Conclusions: We successfully developed and validated a machine learning-based early warning system for hemodynamic deterioration in cardiovascular ICU patients. The bidirectional cross-validation approach provides robust evidence for model generalizability, while the multi-level risk stratification system and SHAP-based interpretability offer practical clinical decision support. This system demonstrates significant potential to enhance early identification rates, improve patient outcomes, and optimize healthcare resource utilization efficiency.

背景:早期识别心血管重症监护病房(ICU)患者血流动力学恶化对改善临床结果至关重要。传统的监测方法和评分系统往往无法捕捉动态的多维生理变化,现有的机器学习模型往往缺乏跨不同医疗保健系统的强大外部验证。方法:采用回顾性多中心队列设计,利用MIMIC-IV数据库(46,007例入院)和eICU数据库(50,949例入院)建立机器学习预测模型。为了严格评估模型的稳健性和泛化性,我们实施了一种新的双向交叉验证框架:模型在MIMIC数据上进行训练并在eICU数据上进行验证,反过来,在eICU数据上进行训练并在MIMIC数据上进行验证。该研究定义了一个严格的复合结果,包括血流动力学不稳定、组织灌注不足和确认的心脏病因。评估了多种机器学习算法以识别最佳分类器。结果:选择随机森林模型作为最优分类器。双向验证显示了卓越的跨数据库泛化性:MIMIC训练的模型在eICU队列中获得了0.841的接收者工作特征面积(AUROC),而eICU训练的模型在MIMIC队列中获得了0.852的AUROC,性能下降控制在最小范围内(结论:我们成功开发并验证了一种基于机器学习的心血管ICU患者血流动力学恶化早期预警系统。双向交叉验证方法为模型的通用性提供了强有力的证据,而多层次风险分层系统和基于shap的可解释性为临床决策提供了实用的支持。该系统在提高早期识别率、改善患者预后和优化医疗资源利用效率方面显示出巨大的潜力。
{"title":"Machine learning-based early warning system for hemodynamic deterioration in cardiovascular ICU patients: a bidirectional cross-validation study.","authors":"Shicheng Gao, Yunhai Zhang, Menghua Deng, Haohui Liu, Weixian Xu, Meng Luo, Ying Tian, Bin Zhang","doi":"10.3389/fcvm.2025.1694001","DOIUrl":"10.3389/fcvm.2025.1694001","url":null,"abstract":"<p><strong>Background: </strong>Early identification of hemodynamic deterioration in cardiovascular intensive care unit (ICU) patients is critical for improving clinical outcomes. Traditional monitoring approaches and scoring systems often fail to capture dynamic multidimensional physiological changes, and existing machine learning models frequently lack robust external validation across diverse healthcare systems.</p><p><strong>Methods: </strong>We employed a retrospective multi-center cohort design to develop machine learning prediction models using the MIMIC-IV database (46,007 admissions) and the eICU database (50,949 admissions). To rigorously assess model robustness and generalizability, a novel bidirectional cross-validation framework was implemented: models were trained on MIMIC data and validated on eICU data, and conversely, trained on eICU data and validated on MIMIC data. The study defined a strict composite outcome comprising hemodynamic instability, tissue hypoperfusion, and confirmed cardiac etiology. Multiple machine learning algorithms were evaluated to identify the optimal classifier.</p><p><strong>Results: </strong>The Random Forest model was selected as the optimal classifier. Bidirectional validation demonstrated exceptional cross-database generalizability: the MIMIC-trained model achieved an Area Under the Receiver Operating Characteristic (AUROC) of 0.841 on the eICU cohort, while the eICU-trained model achieved an AUROC of 0.852 on the MIMIC cohort, with performance degradation controlled within a minimal range (<4%). DeLong tests confirmed that the model significantly outperformed traditional clinical scores, including SOFA (AUROC 0.681) and APACHE II (AUROC 0.747). The five-level risk stratification system exhibited a strict monotonic increase in mortality rates, ranging from 0.8% in the very low-risk group to 84.2% in the very high-risk group. SHAP analysis identified hemoglobin, history of acute myocardial infarction, and creatinine as the most significant predictors.</p><p><strong>Conclusions: </strong>We successfully developed and validated a machine learning-based early warning system for hemodynamic deterioration in cardiovascular ICU patients. The bidirectional cross-validation approach provides robust evidence for model generalizability, while the multi-level risk stratification system and SHAP-based interpretability offer practical clinical decision support. This system demonstrates significant potential to enhance early identification rates, improve patient outcomes, and optimize healthcare resource utilization efficiency.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1694001"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12868282/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between the TAPSE/PASP ratio and exercise capacity in heart transplant candidates with advanced heart failure. 晚期心力衰竭心脏移植患者TAPSE/PASP比值与运动能力的关系
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1686578
Rezzan Deniz Acar, Murat Karacam, Seda Tanyeri, Azmican Kaya, Barkin Kultursay, Deniz Mutlu, Suleyman Cagan Efe, Gulumser Sevgin Halil, Ozgur Yasar Akbal, Cem Dogan, Mehmet Kaan Kirali

Background: Peak oxygen consumption (VO₂) is a key determinant of heart transplant eligibility in advanced heart failure (HF), reflecting integrated cardiopulmonary performance and long-term prognosis. We aimed to evaluate the association between the tricuspid annular plane systolic excursion to pulmonary artery systolic pressure (TAPSE/PASP) ratio-a non-invasive marker of right ventricular-pulmonary arterial (RV-PA) coupling-and exercise capacity, as measured by peak VO₂, in heart transplant candidates.

Methods: We retrospectively analyzed 384 consecutive patients with advanced HF listed for heart transplantation between 2021 and 2023. All underwent transthoracic echocardiography, cardiopulmonary exercise testing (CPET), and right heart catheterization (RHC). Patients with LVEF >25%, severe pulmonary disease, or contraindications to CPET/RHC were excluded. Participants were stratified into tertiles by TAPSE/PASP ratio. A directed acyclic graph (DAG) guided confounder selection for multivariable linear regression assessing the association between TAPSE/PASP and peak VO₂. Cox proportional hazards models evaluated the relationship between TAPSE/PASP and a composite endpoint of death, left ventricular assist device implantation, or transplantation.

Results: The mean age of the patients was 50 ± 11 years; 14% were female. Higher TAPSE/PASP tertiles were associated with longer exercise duration, higher peak VO₂, and better ventilatory efficiency. In adjusted regression analysis, TAPSE/PASP was strongly associated with peak VO₂ (effect size: 6.7; 95% CI: 5.1-8.4; p < 0.001). Over a median follow-up of 865 days, higher TAPSE/PASP was independently associated with lower event rates, with an adjusted hazard ratio of 0.78 (95% CI: 0.68-0.90; p < 0.001) per 0.1-unit increase in TAPSE/PASP.

Conclusion: TAPSE/PASP, beyond its role as a surrogate of RV function, is strongly associated with exercise capacity and, in secondary analyses, with long-term outcomes in advanced HF. Incorporating TAPSE/PASP into transplant evaluation protocols may enhance risk stratification and help identify patients who require closer monitoring and tailored management.

背景:峰值耗氧量(VO 2)是晚期心力衰竭(HF)患者心脏移植资格的关键决定因素,反映了综合心肺功能和长期预后。我们的目的是评估心脏移植候选者三尖瓣环平面收缩偏移与肺动脉收缩压(TAPSE/PASP)比(右心室-肺动脉(RV-PA)耦合的非侵入性标志物)与运动能力(通过峰值VO₂测量)之间的关系。方法:我们回顾性分析了2021年至2023年间连续384例接受心脏移植的晚期心衰患者。所有患者均接受了经胸超声心动图、心肺运动试验(CPET)和右心导管插入术(RHC)。排除LVEF >25%、严重肺部疾病或CPET/RHC禁忌症的患者。通过TAPSE/PASP比率将参与者分层。一个有向无环图(DAG)指导混杂选择多变量线性回归评估TAPSE/PASP和峰值VO 2之间的关系。Cox比例风险模型评估了TAPSE/PASP与死亡、左心室辅助装置植入或移植等复合终点之间的关系。结果:患者平均年龄50±11岁;14%是女性。较高的TAPSE/PASP值与较长的运动时间、较高的VO 2峰值和较好的通气效率相关。在调整回归分析中,TAPSE/PASP与VO 2峰值密切相关(效应值:6.7;95% CI: 5.1-8.4; p p)结论:TAPSE/PASP除了作为RV功能的替代品外,还与运动能力密切相关,在二次分析中,与晚期HF的长期结局密切相关。将TAPSE/PASP纳入移植评估方案可以加强风险分层,并有助于识别需要更密切监测和量身定制管理的患者。
{"title":"Association between the TAPSE/PASP ratio and exercise capacity in heart transplant candidates with advanced heart failure.","authors":"Rezzan Deniz Acar, Murat Karacam, Seda Tanyeri, Azmican Kaya, Barkin Kultursay, Deniz Mutlu, Suleyman Cagan Efe, Gulumser Sevgin Halil, Ozgur Yasar Akbal, Cem Dogan, Mehmet Kaan Kirali","doi":"10.3389/fcvm.2025.1686578","DOIUrl":"10.3389/fcvm.2025.1686578","url":null,"abstract":"<p><strong>Background: </strong>Peak oxygen consumption (VO₂) is a key determinant of heart transplant eligibility in advanced heart failure (HF), reflecting integrated cardiopulmonary performance and long-term prognosis. We aimed to evaluate the association between the tricuspid annular plane systolic excursion to pulmonary artery systolic pressure (TAPSE/PASP) ratio-a non-invasive marker of right ventricular-pulmonary arterial (RV-PA) coupling-and exercise capacity, as measured by peak VO₂, in heart transplant candidates.</p><p><strong>Methods: </strong>We retrospectively analyzed 384 consecutive patients with advanced HF listed for heart transplantation between 2021 and 2023. All underwent transthoracic echocardiography, cardiopulmonary exercise testing (CPET), and right heart catheterization (RHC). Patients with LVEF >25%, severe pulmonary disease, or contraindications to CPET/RHC were excluded. Participants were stratified into tertiles by TAPSE/PASP ratio. A directed acyclic graph (DAG) guided confounder selection for multivariable linear regression assessing the association between TAPSE/PASP and peak VO₂. Cox proportional hazards models evaluated the relationship between TAPSE/PASP and a composite endpoint of death, left ventricular assist device implantation, or transplantation.</p><p><strong>Results: </strong>The mean age of the patients was 50 ± 11 years; 14% were female. Higher TAPSE/PASP tertiles were associated with longer exercise duration, higher peak VO₂, and better ventilatory efficiency. In adjusted regression analysis, TAPSE/PASP was strongly associated with peak VO₂ (effect size: 6.7; 95% CI: 5.1-8.4; <i>p</i> < 0.001). Over a median follow-up of 865 days, higher TAPSE/PASP was independently associated with lower event rates, with an adjusted hazard ratio of 0.78 (95% CI: 0.68-0.90; <i>p</i> < 0.001) per 0.1-unit increase in TAPSE/PASP.</p><p><strong>Conclusion: </strong>TAPSE/PASP, beyond its role as a surrogate of RV function, is strongly associated with exercise capacity and, in secondary analyses, with long-term outcomes in advanced HF. Incorporating TAPSE/PASP into transplant evaluation protocols may enhance risk stratification and help identify patients who require closer monitoring and tailored management.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1686578"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869431/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124284","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
Evaluation of the clinical value of heart rate variability in predicting vasovagal syncope. 心率变异性预测血管迷走神经性晕厥的临床价值评价。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1684990
Yueerguli Yusufuaji, Baopeng Tang, Li Men, Long Yang, Zulifeiya Musha, Ping Fan

Background: Vasovagal syncope (VVS) is the most common type of reflex syncope. Although typically benign in its clinical course, VVS may lead to injury and reduced quality of life. Autonomic nervous system imbalance is considered the core pathophysiological mechanism of VVS. Heart rate variability (HRV), a noninvasive marker of autonomic regulation, may have practical value in identifying VVS and its subtypes; however, its predictive utility has not been fully elucidated.

Methods: In this single-center retrospective case-control study, we included 415 patients with syncope symptoms who underwent both 24-hour Holter monitoring and a head-up tilt test (HUTT) between January 2021 and December 2024. Based on HUTT results, patients were classified into a VVS-positive group (n = 279) and a control group (n = 136). HRV parameters extracted from Holter recordings included 24 h average, maximum and minimum heart rates (HRs), standard deviation of NN intervals (SDNN), triangular index (TI), root mean square of successive differences (rMSSD), and the percentage of NN intervals differing by more than 50 ms (pNN50). Associations and predictive performance were assessed using logistic regression and receiver operating characteristic (ROC) analysis.

Results: Multivariable logistic regression revealed that 24 h average HRs (OR: 0.935; 95% CI: 0.912-0.959; P < 0.001), 24 h maximum HRs (OR: 0.976; 95% CI: 0.964-0.989; P < 0.001), 24 h minimum HRs (OR: 0.947; 95% CI: 0.915-0.980; P = 0.002), TI (OR: 1.032; 95% CI: 1.009-1.056; P = 0.006), SDNN (OR: 1.029; 95% CI: 1.016-1.043; P < 0.001), rMSSD (OR: 1.023; 95% CI: 1.007-1.038; P = 0.004), and pNN50 (OR: 1.028; 95% CI: 1.006-1.051; P = 0.013) were independently associated with the occurrence of VVS. ROC analysis showed that 24 h average HRs (AUC: 0.688; 95% CI: 0.632-0.744), 24 h maximum HRs (AUC: 0.652; 95% CI: 0.594-0.709), and SDNN (AUC: 0.614; 95% CI: 0.557-0.672) exhibited moderate predictive ability for VVS.

Conclusion: HRV parameters are associated with the occurrence of VVS. As a noninvasive and continuous physiological biomarker, HRV may aid in the clinical screening, risk stratification, and phenotypic classification of patients with suspected VVS.

背景:血管迷走神经性晕厥(VVS)是最常见的反射性晕厥类型。虽然在临床过程中通常是良性的,但VVS可能导致损伤和生活质量下降。自主神经系统失衡被认为是VVS的核心病理生理机制。心率变异性(HRV)是一种自主调节的无创标志物,可能在识别VVS及其亚型方面具有实用价值;然而,其预测效用尚未完全阐明。方法:在这项单中心回顾性病例对照研究中,我们纳入了415例有晕厥症状的患者,这些患者在2021年1月至2024年12月期间接受了24小时霍尔特监测和平视倾斜试验(HUTT)。根据HUTT结果将患者分为vvs阳性组(n = 279)和对照组(n = 136)。从Holter记录中提取的HRV参数包括24 h平均心率、最大心率和最小心率(HRs)、神经网络区间标准差(SDNN)、三角指数(TI)、连续差的均方根(rMSSD)和差异大于50 ms的神经网络区间百分比(pNN50)。使用逻辑回归和受试者工作特征(ROC)分析评估相关性和预测性能。结果:多变量logistic回归显示,24小时平均hr (OR: 0.935; 95% CI: 0.912-0.959; P P = 0.002)、TI (OR: 1.032; 95% CI: 1.009-1.056; P = 0.006)、SDNN (OR: 1.029; 95% CI: 1.016-1.043; P = 0.004)、pNN50 (OR: 1.028; 95% CI: 1.006-1.051; P = 0.013)与VVS的发生独立相关。ROC分析显示,24小时平均hr (AUC: 0.688; 95% CI: 0.632-0.744)、24小时最大hr (AUC: 0.652; 95% CI: 0.594-0.709)和SDNN (AUC: 0.614; 95% CI: 0.557-0.672)对VVS具有中等预测能力。结论:HRV参数与VVS的发生有关。作为一种无创、连续的生理生物标志物,HRV可能有助于疑似VVS患者的临床筛查、风险分层和表型分类。
{"title":"Evaluation of the clinical value of heart rate variability in predicting vasovagal syncope.","authors":"Yueerguli Yusufuaji, Baopeng Tang, Li Men, Long Yang, Zulifeiya Musha, Ping Fan","doi":"10.3389/fcvm.2025.1684990","DOIUrl":"10.3389/fcvm.2025.1684990","url":null,"abstract":"<p><strong>Background: </strong>Vasovagal syncope (VVS) is the most common type of reflex syncope. Although typically benign in its clinical course, VVS may lead to injury and reduced quality of life. Autonomic nervous system imbalance is considered the core pathophysiological mechanism of VVS. Heart rate variability (HRV), a noninvasive marker of autonomic regulation, may have practical value in identifying VVS and its subtypes; however, its predictive utility has not been fully elucidated.</p><p><strong>Methods: </strong>In this single-center retrospective case-control study, we included 415 patients with syncope symptoms who underwent both 24-hour Holter monitoring and a head-up tilt test (HUTT) between January 2021 and December 2024. Based on HUTT results, patients were classified into a VVS-positive group (<i>n</i> = 279) and a control group (<i>n</i> = 136). HRV parameters extracted from Holter recordings included 24 h average, maximum and minimum heart rates (HRs), standard deviation of NN intervals (SDNN), triangular index (TI), root mean square of successive differences (rMSSD), and the percentage of NN intervals differing by more than 50 ms (pNN50). Associations and predictive performance were assessed using logistic regression and receiver operating characteristic (ROC) analysis.</p><p><strong>Results: </strong>Multivariable logistic regression revealed that 24 h average HRs (OR: 0.935; 95% CI: 0.912-0.959; <i>P</i> < 0.001), 24 h maximum HRs (OR: 0.976; 95% CI: 0.964-0.989; <i>P</i> < 0.001), 24 h minimum HRs (OR: 0.947; 95% CI: 0.915-0.980; <i>P</i> = 0.002), TI (OR: 1.032; 95% CI: 1.009-1.056; <i>P</i> = 0.006), SDNN (OR: 1.029; 95% CI: 1.016-1.043; <i>P</i> < 0.001), rMSSD (OR: 1.023; 95% CI: 1.007-1.038; <i>P</i> = 0.004), and pNN50 (OR: 1.028; 95% CI: 1.006-1.051; <i>P</i> = 0.013) were independently associated with the occurrence of VVS. ROC analysis showed that 24 h average HRs (AUC: 0.688; 95% CI: 0.632-0.744), 24 h maximum HRs (AUC: 0.652; 95% CI: 0.594-0.709), and SDNN (AUC: 0.614; 95% CI: 0.557-0.672) exhibited moderate predictive ability for VVS.</p><p><strong>Conclusion: </strong>HRV parameters are associated with the occurrence of VVS. As a noninvasive and continuous physiological biomarker, HRV may aid in the clinical screening, risk stratification, and phenotypic classification of patients with suspected VVS.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1684990"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869434/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124394","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
Machine learning prediction of ARDS after heart valve surgery: development and validation in Northwest China. 心脏瓣膜手术后ARDS的机器学习预测:在西北地区的发展和验证。
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1696326
Xuhua Li, Hao Chen, Aoxiang Chen, Wenhao Zhan, Hengxi Zhang, Qiyuan Bai, Yalan Zhang, Bing Song

Objective: To develop an AI-based predictive model for acute respiratory distress syndrome (ARDS) following cardiopulmonary bypass (CPB)-assisted heart valve replacement (HVR) to enable early identification of high-risk patients.

Methods: We retrospectively analyzed 400 patients who underwent CPB-assisted HVR between January 2023 and February 2025. After data preprocessing and feature selection, the dataset was split into training (n = 280) and test (n = 120) sets. Multiple machine learning models were developed and optimized, with XGBoost emerging as the optimal model based on training performance.

Results: Among 400 patients, 56 (14%) developed ARDS postoperatively. Key predictors included Age, absolute monocyte count,right atrial transverse diameter, intraoperative blood loss, platelet count, main pulmonary artery diameter. The XGBoost model achieved excellent performance with an AUC of 0.853 and demonstrated good calibration (HL test p > 0.05).

Conclusion: The XGBoost model accurately predicts ARDS risk following CPB-assisted HVR using six clinically relevant predictors, providing a valuable tool for early risk stratification and potential intervention in high-risk patients.

目的:建立基于人工智能的体外循环(CPB)辅助心脏瓣膜置换术(HVR)后急性呼吸窘迫综合征(ARDS)预测模型,以便早期识别高危患者。方法:我们回顾性分析了2023年1月至2025年2月期间接受cpb辅助HVR的400例患者。经过数据预处理和特征选择,将数据集分为训练集(n = 280)和测试集(n = 120)。开发并优化了多个机器学习模型,其中XGBoost是基于训练性能的最优模型。结果:400例患者中56例(14%)术后发生ARDS。主要预测因素包括年龄、绝对单核细胞计数、右心房横径、术中出血量、血小板计数、肺动脉主干直径。XGBoost模型的AUC为0.853,具有良好的校准性(HL检验p < 0.05)。结论:XGBoost模型利用6个临床相关预测因子准确预测cpb辅助HVR术后ARDS风险,为高危患者的早期风险分层和潜在干预提供了有价值的工具。
{"title":"Machine learning prediction of ARDS after heart valve surgery: development and validation in Northwest China.","authors":"Xuhua Li, Hao Chen, Aoxiang Chen, Wenhao Zhan, Hengxi Zhang, Qiyuan Bai, Yalan Zhang, Bing Song","doi":"10.3389/fcvm.2025.1696326","DOIUrl":"10.3389/fcvm.2025.1696326","url":null,"abstract":"<p><strong>Objective: </strong>To develop an AI-based predictive model for acute respiratory distress syndrome (ARDS) following cardiopulmonary bypass (CPB)-assisted heart valve replacement (HVR) to enable early identification of high-risk patients.</p><p><strong>Methods: </strong>We retrospectively analyzed 400 patients who underwent CPB-assisted HVR between January 2023 and February 2025. After data preprocessing and feature selection, the dataset was split into training (<i>n</i> = 280) and test (<i>n</i> = 120) sets. Multiple machine learning models were developed and optimized, with XGBoost emerging as the optimal model based on training performance.</p><p><strong>Results: </strong>Among 400 patients, 56 (14%) developed ARDS postoperatively. Key predictors included Age, absolute monocyte count,right atrial transverse diameter, intraoperative blood loss, platelet count, main pulmonary artery diameter. The XGBoost model achieved excellent performance with an AUC of 0.853 and demonstrated good calibration (HL test <i>p ></i> 0.05).</p><p><strong>Conclusion: </strong>The XGBoost model accurately predicts ARDS risk following CPB-assisted HVR using six clinically relevant predictors, providing a valuable tool for early risk stratification and potential intervention in high-risk patients.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1696326"},"PeriodicalIF":2.8,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12868288/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124424","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
3D printing-assisted triple-vessel in situ fenestration combined with a diameter-restricting technique for a complex giant aortic arch aneurysm in an octogenarian: a case report and technical innovation. 3D打印辅助三血管原位开窗结合管径限制技术治疗80岁高龄复杂巨主动脉弓动脉瘤一例报告及技术创新
IF 2.8 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-20 eCollection Date: 2025-01-01 DOI: 10.3389/fcvm.2025.1650003
Xueshi Yin, Hanlin Chen, Jing Ge, Long Tang, Jianping Liu, Yongheng Zhang

Background: Aortic arch aneurysms involving branch vessels traditionally require open surgery with cardiopulmonary bypass, which poses prohibitive risks for octogenarians with complex comorbidities. This case demonstrates the successful application of total endovascular aortic repair (TEVAR) with three dimensional (3D) printing-assisted triple-vessel in situ fenestration and a diameter-restricting technique in an 85-year-old patient with a giant (9.0 cm) aortic arch aneurysm involving the left subclavian artery.

Case presentation: The involvement of the three arch branches (brachiocephalic trunk, left common carotid artery, and left subclavian artery) necessitated precise revascularization. In comparison with traditional in situ fenestration, 3D printing-guided ex vivo fenestration enabled pre-release stent modeling on a 1:1 aortic arch replica (error <1 mm), allowing anatomically tailored fenestration positioning and eliminating blind puncture-related complications. A proximal stent diameter-restricting technique addressed the challenging anchoring zone gradient (33.6 → 27.3 mm), improving stent apposition and reducing type I endoleak risk. Intraoperative multiaccess reconstruction (femoral/axillary/cervical approach) achieved complete aneurysm exclusion. Postoperative computed tomography angiography on day 4 confirmed patent branches and absence of endoleaks, while 6-month follow-up demonstrated stable stent position and no neurological complications.

Conclusion: This case highlights that TEVAR with 3D printing-assisted ex vivo fenestration and a diameter-restricting technique can serve as a viable alternative to open surgery for high-risk octogenarians with complex aortic arch aneurysms, overcoming traditional limitations of in situ fenestration while preserving cerebral perfusion. Further studies are warranted to validate this approach in larger populations.

背景:累及分支血管的主动脉弓动脉瘤传统上需要开腹手术和体外循环,这对有复杂合并症的80多岁老人具有禁忌性风险。本病例成功应用三维(3D)打印辅助的三血管原位开窗和直径限制技术对85岁的左锁骨下动脉巨大(9.0 cm)主动脉弓动脉瘤患者进行全血管内主动脉修复(TEVAR)。病例介绍:三个弓支(头臂干、左颈总动脉和左锁骨下动脉)受累需要精确的血运重建术。与传统的原位开窗相比,3D打印引导的离体开窗可以在1:1的主动脉弓复制品上进行预释放支架建模(错误)。该病例强调,TEVAR结合3D打印辅助离体开窗和直径限制技术可以作为开放手术的可行替代方案,用于高风险的80岁高龄复杂主动脉弓动脉瘤患者,克服了传统原位开窗的局限性,同时保持了脑灌注。需要进一步的研究在更大的人群中验证这种方法。
{"title":"3D printing-assisted triple-vessel <i>in situ</i> fenestration combined with a diameter-restricting technique for a complex giant aortic arch aneurysm in an octogenarian: a case report and technical innovation.","authors":"Xueshi Yin, Hanlin Chen, Jing Ge, Long Tang, Jianping Liu, Yongheng Zhang","doi":"10.3389/fcvm.2025.1650003","DOIUrl":"10.3389/fcvm.2025.1650003","url":null,"abstract":"<p><strong>Background: </strong>Aortic arch aneurysms involving branch vessels traditionally require open surgery with cardiopulmonary bypass, which poses prohibitive risks for octogenarians with complex comorbidities. This case demonstrates the successful application of total endovascular aortic repair (TEVAR) with three dimensional (3D) printing-assisted triple-vessel <i>in situ</i> fenestration and a diameter-restricting technique in an 85-year-old patient with a giant (9.0 cm) aortic arch aneurysm involving the left subclavian artery.</p><p><strong>Case presentation: </strong>The involvement of the three arch branches (brachiocephalic trunk, left common carotid artery, and left subclavian artery) necessitated precise revascularization. In comparison with traditional <i>in situ</i> fenestration, 3D printing-guided <i>ex vivo</i> fenestration enabled pre-release stent modeling on a 1:1 aortic arch replica (error <1 mm), allowing anatomically tailored fenestration positioning and eliminating blind puncture-related complications. A proximal stent diameter-restricting technique addressed the challenging anchoring zone gradient (33.6 → 27.3 mm), improving stent apposition and reducing type I endoleak risk. Intraoperative multiaccess reconstruction (femoral/axillary/cervical approach) achieved complete aneurysm exclusion. Postoperative computed tomography angiography on day 4 confirmed patent branches and absence of endoleaks, while 6-month follow-up demonstrated stable stent position and no neurological complications.</p><p><strong>Conclusion: </strong>This case highlights that TEVAR with 3D printing-assisted <i>ex vivo</i> fenestration and a diameter-restricting technique can serve as a viable alternative to open surgery for high-risk octogenarians with complex aortic arch aneurysms, overcoming traditional limitations of <i>in situ</i> fenestration while preserving cerebral perfusion. Further studies are warranted to validate this approach in larger populations.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1650003"},"PeriodicalIF":2.8,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12864480/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118393","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
期刊
Frontiers in Cardiovascular Medicine
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1