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Nationwide trends and future projections of out-of-hospital cardiac arrest in Japan: a Bayesian age-period-cohort model and demographic decomposition analysis. 日本院外心脏骤停的全国趋势和未来预测:贝叶斯年龄-时期-队列模型和人口分解分析。
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-10 DOI: 10.1016/j.resuscitation.2026.111052
Tetsuhisa Kitamura, Sho Komukai, Ling Zha, Haruka Shida, Yoshimitsu Shimomura, Aiko Tanaka, Tadaharu Shiozumi, Tasuku Matsuyama, Kosuke Kiyohara

Background: Japan is a microcosm of an aging society and represents the future for many countries worldwide. We aimed to assess the impact of aging, period, and birth cohort effects on the temporal trends of out-of-hospital cardiac arrest (OHCA) in Japan, and further projected the future OHCA burden.

Methods: We conducted a retrospective, nationwide, population-based study using the All-Japan Utstein Registry between 2009 and 2023. The age-period-cohort model for evaluating and decomposing the effects of age, period, and birth cohort on the incidence of OHCA due to presumed cardiac origin was employed. Furthermore, using the Bayesian age-period-cohort model based on integrated nested Laplace approximations, we projected the OHCA incidence in Japan between 2024 and 2030.

Results: During these 15 years, a total of 1,158,691 patients with OHCA of presumed cardiac origin were confirmed. The crude incidence rate per 100,000 persons increased from 50.9 in 2009 to 72.8 in 2023. The OHCA risk increased substantially with increasing age. Compared with patients aged 45-49 years old, the rate ratio (RR) of those aged ≥90 years old was 41.0 (95% confidence interval [CI]; 39.8-42.3). The effect of the 2019-2023 period was similar to that of the 2009-2013 period (RR; 1.00, 95%CI; 0.99-1.02). Compared with patients born in 1948, cohort effects showed increasing the OHCA risk in older birth cohorts, peaking in those born before 1921 (RR; 1.22, 95%CI; 1.20-1.24). In the decomposition analysis regarding changes from 2009 to 2023, population aging and age-specific incidence accounted for 100.5% and 7.1% of the increase and population growth for 7.6% of the decrease in the OHCA number changes (+25,591). As forecasting the OHCA burden, the crude incidence rate per 100,000 persons is projected to increase from 76.0 (95% predictive interval [PI]: 73.6-78.3) in 2024 to 97.2 (95%PI: 66.6-127.7) in 2030.

Conclusions: In Japan, the crude incidence rate of OHCA due to presumed cardiac origin increased from 2009 to 2023, and the incidence is projected to continue increasing through 2030. Japan's aging population and population decline represent a future scenario for countries worldwide, and our projections might apply to nations globally.

背景:日本是老龄化社会的一个缩影,代表着世界上许多国家的未来。我们旨在评估年龄、时期和出生队列效应对日本院外心脏骤停(OHCA)的时间趋势的影响,并进一步预测未来的OHCA负担。方法:我们在2009年至2023年间使用全日本Utstein登记处进行了一项回顾性的、全国性的、基于人群的研究。采用年龄-时期-队列模型来评估和分解年龄、时期和出生队列对假定心源性OHCA发生率的影响。此外,利用基于集成嵌套拉普拉斯近似的贝叶斯年龄-周期-队列模型,我们预测了2024 - 2030年日本OHCA的发病率。结果:在这15年中,共有1,158,691例疑似心源性OHCA患者被确诊。每10万人的粗发病率由2009年的50.9上升至2023年的72.8。OHCA的风险随着年龄的增长而显著增加。与45 ~ 49岁患者相比,>=90岁患者的发病率比(RR)为41.0(95%可信区间[CI]; 39.8 ~ 42.3)。2019-2023年期间的影响与2009-2013年期间相似(RR; 1.00, 95%CI; 0.99-1.02)。与1948年出生的患者相比,队列效应显示年龄较大的出生队列的OHCA风险增加,在1921年之前出生的人群中达到高峰(RR; 1.22, 95%CI; 1.20-1.24)。在2009 - 2023年的变化分解分析中,人口老龄化和年龄特异性发病率分别占OHCA数量变化的100.5%和7.1%,人口增长占减少的7.6%(+25,591)。在预测OHCA负担时,预计每10万人的粗发病率将从2024年的76.0(95%预测区间[PI]: 73.6-78.3)增加到2030年的97.2(95%预测区间[PI]: 66.6-127.7)。结论:在日本,从2009年到2023年,假定心源性OHCA的粗发病率增加,预计到2030年发病率将继续增加。日本的人口老龄化和人口下降代表了世界各国未来的一种情况,我们的预测可能适用于全球各国。
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引用次数: 0
Effect of prehospital respiratory interventions on pediatric drowning outcomes. 院前呼吸干预对儿童溺水结局的影响。
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-10 DOI: 10.1016/j.resuscitation.2026.111048
Oluwatosin Adenuga, Elizabeth A Camp, Rakesh D Mistry, Shannon Wai, Jeff Louie, Usha Sethuraman, Selena Hariharan, Tracy E McCallin, Rohit P Shenoi

Background: Initial respiratory management is critical during drowning resuscitation. We studied the effect of prehospital airway adjuncts and supplemental oxygen on pediatric drowning outcomes.

Methods: This cross-sectional study was a sub-analysis of children 0-18 years old who presented post-drowning to one of 32 pediatric emergency departments from 2010 to 2017. Submersion and clinical data were obtained from prehospital and medical records. Patients were categorized based on presence of out-of-hospital cardiac arrest (OHCA). Airway adjuncts included prehospital bag-valve mask (BVM) or endotracheal intubation for OHCA patients and supplemental oxygen or room air in non-OHCA patients. Primary outcomes were survival or favorable neurological outcomes at hospital discharge using Cerebral Performance Category. Covariates included demographics, body of water, bystander CPR, submersion duration, and witnessed drowning. Outcomes were compared by cardiac arrest status and respiratory intervention using logistic regression.

Results: There were 3188 patients (No OHCA: 2975 (93%); OHCA: 213 (7%)). Median age was 3.3 years (IQR: 2.0, 5.6); 61% were male. Among OHCA patients, intubation did not have significantly different odds of favorable neurological outcome [aOR: 0.6 (95%CI: 0.1, 3.5)] or survival [aOR: 2.0 (95%CI: 0.6, 7.2)] at hospital discharge compared to BVM. No significant difference in outcomes occurred in non-cardiac arrest patients based on provision of prehospital supplemental oxygen.

Conclusion: In pediatric patients in OHCA following drowning, endotracheal intubation was not associated with significantly different odds of favorable neurological outcome or survival at hospital discharge compared to BVM. No differences in outcomes also occurred in non-OHCA patients based on provision of prehospital supplemental oxygen.

背景:在溺水复苏过程中,初始呼吸管理至关重要。我们研究了院前气道辅助设备和补充氧气对儿童溺水结局的影响。方法:本横断面研究对2010-2017年在32个儿科急诊科之一就诊的0-18岁溺水后儿童进行了亚分析。浸液和临床资料来源于院前和医疗记录。患者根据院外心脏骤停(OHCA)的存在进行分类。对于OHCA患者,气道辅助包括院前气囊阀面罩(BVM)或气管插管,对于非OHCA患者,气道辅助包括补充氧气或室内空气。使用脑功能分类,主要结局是生存或出院时良好的神经系统预后。协变量包括人口统计学、水体、旁观者CPR、淹没时间和目击溺水。采用logistic回归比较心脏骤停状态和呼吸干预的结果。结果:3188例患者(无OHCA: 2975例(93%);Ohca: 213(7%))。中位年龄3.3岁(IQR: 2.0,5.6);61%为男性。在OHCA患者中,与BVM相比,插管在出院时良好的神经预后[aOR:0.6 (95%CI: 0.1,3.5)]或生存[aOR:2.0 (95%CI: 0.6,7.2)]的几率没有显著差异。院前供氧对非心脏骤停患者的预后无显著差异。结论:在溺水后发生OHCA的儿科患者中,与BVM相比,气管内插管与出院时良好神经预后或生存的几率没有显著差异。院前供氧对非ohca患者的预后也没有影响。
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引用次数: 0
3-Dimensional quantification of ischemic brain injury in post-cardiac arrest patients with hypoxic-ischemic brain injury. 心脏骤停后缺氧缺血性脑损伤患者缺血性脑损伤的三维量化。
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-10 DOI: 10.1016/j.resuscitation.2026.111051
Gaurav Ambwani, Connor A Larkey, Warda Limaye, Donald E Griesdale, Mypinder S Sekhon, Will Guest, Ryan L Hoiland

Introduction: Brain tissue hypoxia and ischemia are central to the pathophysiology of hypoxic-ischemic brain injury (HIBI). Magnetic resonance imaging (MRI) techniques including diffusion-weighted imaging (DWI) and associated apparent diffusion coefficient (ADC) maps offer a non-invasive method for identifying ischemic tissue, but their use is often limited to the provision of summary data. We developed a reproducible, semi-automated analysis pipeline to three-dimensionally quantify and anatomically localize ischemic brain injury using DWI-ADC data in HIBI patients.

Methods: A retrospective cohort of post-cardiac arrest patients with HIBI (n=10) was included. MRI preprocessing included skull stripping, spatial normalization to MNI152 space, and anatomical parcellation using FreeSurfer atlases. Ischemic regions were defined by an ADC threshold (< 650e-6 mm2/s), and lesion burden was computed voxel-wise by segment, hemisphere, and tissue type. Susceptibility-weighted imaging (SWI) hypointensities were also quantified.

Results: Ischemic injury was spatially heterogeneous but consistently affected the putamen, thalamus, and posterior cortical regions (e.g., pericalcarine and perirolandic cortices). The overall mean relative lesion volume was 28.4 ± 14.1% of total brain volume, with greater involvement in white matter (33.3 ± 17.8%) than gray matter (24.1 ± 11.4%; P=0.005). Overlap of SWI and ADC hypointensities was minimal (<1% of all voxels), indicating negligible confounding by intraparenchymal blood.

Discussion: We present a robust, observer-independent workflow for anatomically resolved quantification of ischemic injury in HIBI. Atlas-based segmentation integrated with voxel-intensity ADC analysis, enabled generation of granular data on the pattern and extent of ischemic brain injury following cardiac arrest.

脑组织缺氧和缺血是缺氧缺血性脑损伤(HIBI)病理生理学的核心。磁共振成像(MRI)技术,包括弥散加权成像(DWI)和相关的表观扩散系数(ADC)图,为识别缺血组织提供了一种非侵入性方法,但它们的使用通常仅限于提供汇总数据。我们利用HIBI患者的DWI-ADC数据开发了一种可重复的半自动分析管道,用于三维量化和解剖定位缺血性脑损伤。方法:对心脏骤停后HIBI患者(10例)进行回顾性研究。MRI预处理包括颅骨剥离,空间归一化到MNI152空间,并使用FreeSurfer地图集进行解剖分割。缺血区域由ADC阈值(< 650e-6 mm2/s)定义,病变负荷按节段、半球和组织类型按体素计算。敏感性加权成像(SWI)的低强度也被量化。结果:缺血性损伤在空间上是不均匀的,但一致地影响壳核、丘脑和后皮层区域(例如,骨膜外皮层和土地周围皮层)。总体平均相对病变体积为脑总体积的28.4±14.1%,白质受累(33.3±17.8%)大于灰质受累(24.1±11.4%;P=0.005)。SWI和ADC低密度的重叠最小(讨论:我们提出了一个强大的、独立于观察者的工作流程,用于HIBI中解剖解决的缺血性损伤量化。基于阿特拉斯的分割与体素强度ADC分析相结合,可以生成心脏骤停后缺血性脑损伤的模式和程度的颗粒数据。
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引用次数: 0
Decline in rescue breathing and its impact on outcomes in pediatric out-of-hospital cardiac arrest due to drowning: a nationwide study, 2012-2023. 溺水儿童院外心脏骤停抢救呼吸下降及其对预后的影响:一项全国性研究,2012-2023。
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-10 DOI: 10.1016/j.resuscitation.2026.111049
Takafumi Obara, Tsuyoshi Nojima, Naomi Matsumoto, Kohei Tsukahara, Takashi Hongo, Tetsuya Yumoto, Takashi Yorifuji, Atsunori Nakao, Hiromichi Naito

Background: Rescue breathing is considered essential in pediatric out-of-hospital cardiac arrest (OHCA) due to drowning, a type of asphyxial arrest where hypoxia precedes circulatory collapse. However, the increasing promotion of compression-only CPR (CO-CPR) may have contributed to changes in bystander CPR practices, including a decline in rescue-breathing CPR (RB-CPR). Whether such temporal changes have influenced outcomes in pediatric drowning OHCA remains unclear.

Methods: We analyzed nationwide data from the All-Japan Utstein Registry (2012-2023), including pediatric OHCA patients (≤17 years old) whose arrests were caused by drowning and received bystander CPR from laypersons. Patients were categorized into RB-CPR and CO-CPR groups. The primary outcome was 30-day mortality; secondary outcomes included prehospital absence of return of spontaneous circulation (ROSC) and 30-day unfavorable neurological survival, defined as Cerebral Performance Category score 3-5. We used multivariable Poisson regression to estimate adjusted risk ratio (aRR) and conducted analyses by age and witnessed status.

Results: Among 740 eligible patients, 41.6% received RB-CPR and 58.4% received CO-CPR. The proportion of RB-CPR declined over the study period. CO-CPR was associated with higher 30-day mortality (aRR 1.38, 95% CI 1.14-1.67), higher prehospital absence of ROSC, and worse neurological outcomes compared with RB-CPR. The adverse association of CO-CPR was most pronounced in unwitnessed arrests, where ventilation may be particularly important.

Conclusions: In pediatric drowning OHCA, CO-CPR was associated with worse survival and neurological outcomes than RB-CPR. These findings underscore the necessity for rescue breathing and the importance of ventilation-focused bystander CPR training in pediatric and drowning-related scenarios.

背景:抢救呼吸被认为是必不可少的儿科院外心脏骤停(OHCA)由于溺水,一种窒息性骤停,缺氧先于循环衰竭。然而,单纯按压式心肺复苏术(CO-CPR)的日益推广可能导致了旁观者心肺复苏术实践的变化,包括抢救呼吸式心肺复苏术(RB-CPR)的减少。这种时间变化是否影响儿童溺水OHCA的结果尚不清楚。方法:我们分析了全日本Utstein登记处(2012-2023)的全国数据,包括因溺水导致骤停并接受外行人CPR的儿科OHCA患者(≤17岁)。患者分为RB-CPR组和CO-CPR组。主要结局为30天死亡率;次要结局包括院前无自发循环恢复(ROSC)和30天不良神经系统生存,定义为脑功能分类评分3-5。我们使用多变量泊松回归估计调整风险比(aRR),并根据年龄和证人状况进行分析。结果:740例符合条件的患者中,41.6%接受RB-CPR, 58.4%接受CO-CPR。RB-CPR的比例在研究期间有所下降。与RB-CPR相比,CO-CPR与更高的30天死亡率(aRR 1.38, 95% CI 1.14-1.67)、更高的院前ROSC缺失以及更差的神经预后相关。CO-CPR的不良关联在无目击的骤停中最为明显,其中通气可能特别重要。结论:在儿童溺水OHCA中,CO-CPR与RB-CPR相比,生存率和神经预后更差。这些发现强调了抢救呼吸的必要性,以及在儿童和溺水相关情况下进行以通气为重点的旁观者心肺复苏培训的重要性。
{"title":"Decline in rescue breathing and its impact on outcomes in pediatric out-of-hospital cardiac arrest due to drowning: a nationwide study, 2012-2023.","authors":"Takafumi Obara, Tsuyoshi Nojima, Naomi Matsumoto, Kohei Tsukahara, Takashi Hongo, Tetsuya Yumoto, Takashi Yorifuji, Atsunori Nakao, Hiromichi Naito","doi":"10.1016/j.resuscitation.2026.111049","DOIUrl":"10.1016/j.resuscitation.2026.111049","url":null,"abstract":"<p><strong>Background: </strong>Rescue breathing is considered essential in pediatric out-of-hospital cardiac arrest (OHCA) due to drowning, a type of asphyxial arrest where hypoxia precedes circulatory collapse. However, the increasing promotion of compression-only CPR (CO-CPR) may have contributed to changes in bystander CPR practices, including a decline in rescue-breathing CPR (RB-CPR). Whether such temporal changes have influenced outcomes in pediatric drowning OHCA remains unclear.</p><p><strong>Methods: </strong>We analyzed nationwide data from the All-Japan Utstein Registry (2012-2023), including pediatric OHCA patients (≤17 years old) whose arrests were caused by drowning and received bystander CPR from laypersons. Patients were categorized into RB-CPR and CO-CPR groups. The primary outcome was 30-day mortality; secondary outcomes included prehospital absence of return of spontaneous circulation (ROSC) and 30-day unfavorable neurological survival, defined as Cerebral Performance Category score 3-5. We used multivariable Poisson regression to estimate adjusted risk ratio (aRR) and conducted analyses by age and witnessed status.</p><p><strong>Results: </strong>Among 740 eligible patients, 41.6% received RB-CPR and 58.4% received CO-CPR. The proportion of RB-CPR declined over the study period. CO-CPR was associated with higher 30-day mortality (aRR 1.38, 95% CI 1.14-1.67), higher prehospital absence of ROSC, and worse neurological outcomes compared with RB-CPR. The adverse association of CO-CPR was most pronounced in unwitnessed arrests, where ventilation may be particularly important.</p><p><strong>Conclusions: </strong>In pediatric drowning OHCA, CO-CPR was associated with worse survival and neurological outcomes than RB-CPR. These findings underscore the necessity for rescue breathing and the importance of ventilation-focused bystander CPR training in pediatric and drowning-related scenarios.</p>","PeriodicalId":21052,"journal":{"name":"Resuscitation","volume":" ","pages":"111049"},"PeriodicalIF":4.6,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147444942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Emergency medical technician vs. paramedic-placed supraglottic airways for out-of-hospital cardiac arrests 院外心脏骤停的急救医疗技术人员与护理人员放置的声门上气道比较
IF 6.5 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-09 DOI: 10.1016/j.resuscitation.2026.110998
Ryan Huebinger, Tatsuya Norii, Darren Braude, Michelle Nasal, Benjamin Fisher, Henry E. Wang
Supraglottic airways (SGA) are common advanced airway devices for out-of-hospital cardiac arrest (OHCA) that are simpler to place than endotracheal tubes. Little is known about SGA placement by emergency medical technicians (EMTs). We sought to evaluate SGA placement by EMTs for OHCA.
声门上气道(SGA)是院外心脏骤停(OHCA)常见的先进气道装置,比气管内插管更容易放置。很少知道SGA安置由紧急医疗技术人员(EMTs)。我们试图评估急诊医师对OHCA的SGA安置。
{"title":"Emergency medical technician vs. paramedic-placed supraglottic airways for out-of-hospital cardiac arrests","authors":"Ryan Huebinger, Tatsuya Norii, Darren Braude, Michelle Nasal, Benjamin Fisher, Henry E. Wang","doi":"10.1016/j.resuscitation.2026.110998","DOIUrl":"https://doi.org/10.1016/j.resuscitation.2026.110998","url":null,"abstract":"Supraglottic airways (SGA) are common advanced airway devices for out-of-hospital cardiac arrest (OHCA) that are simpler to place than endotracheal tubes. Little is known about SGA placement by emergency medical technicians (EMTs). We sought to evaluate SGA placement by EMTs for OHCA.","PeriodicalId":21052,"journal":{"name":"Resuscitation","volume":"64 1","pages":""},"PeriodicalIF":6.5,"publicationDate":"2026-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147392420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Double defibrillation… synchronous or sequential? A safety issue for defibrillators 双重除颤,同步还是顺序?除颤器的安全问题
IF 6.5 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-09 DOI: 10.1016/j.resuscitation.2026.111041
Benoit FRATTINI, Clément DERKENNE, Daniel JOST, Stephane TRAVERS, Paris Fire Brigade Cardiac Arrest Task Force, Daniel Jost, Clément Derkenne, Benoit Frattini, Vivien Hong Tuan HA, Bruno Tassart, Justin Liscia, Marina Salome, Julie Trichereau, Théo Dessertaine, Albane Miron De L’espinay, Stéphane Travers
{"title":"Double defibrillation… synchronous or sequential? A safety issue for defibrillators","authors":"Benoit FRATTINI, Clément DERKENNE, Daniel JOST, Stephane TRAVERS, Paris Fire Brigade Cardiac Arrest Task Force, Daniel Jost, Clément Derkenne, Benoit Frattini, Vivien Hong Tuan HA, Bruno Tassart, Justin Liscia, Marina Salome, Julie Trichereau, Théo Dessertaine, Albane Miron De L’espinay, Stéphane Travers","doi":"10.1016/j.resuscitation.2026.111041","DOIUrl":"https://doi.org/10.1016/j.resuscitation.2026.111041","url":null,"abstract":"","PeriodicalId":21052,"journal":{"name":"Resuscitation","volume":"5 1","pages":""},"PeriodicalIF":6.5,"publicationDate":"2026-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147392419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Maternal Out-of-Hospital Cardiac Arrest (OHCA) in the United States. 美国孕产妇院外心脏骤停(OHCA)
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-07 DOI: 10.1016/j.resuscitation.2026.111043
Aditya C Shekhar, Morgan Anderson, Jonathan Powell, Macall Leslie Salewon, Ethan E Abbott, Ryan Huebinger, Benjamin S Abella
{"title":"Maternal Out-of-Hospital Cardiac Arrest (OHCA) in the United States.","authors":"Aditya C Shekhar, Morgan Anderson, Jonathan Powell, Macall Leslie Salewon, Ethan E Abbott, Ryan Huebinger, Benjamin S Abella","doi":"10.1016/j.resuscitation.2026.111043","DOIUrl":"10.1016/j.resuscitation.2026.111043","url":null,"abstract":"","PeriodicalId":21052,"journal":{"name":"Resuscitation","volume":" ","pages":"111043"},"PeriodicalIF":4.6,"publicationDate":"2026-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147390769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
That heaven's vault should crack: predicting brain death after hanging. 天穹会破裂:预测上吊后脑死亡。
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-06 DOI: 10.1016/j.resuscitation.2026.111040
Thomas Fisher
{"title":"That heaven's vault should crack: predicting brain death after hanging.","authors":"Thomas Fisher","doi":"10.1016/j.resuscitation.2026.111040","DOIUrl":"10.1016/j.resuscitation.2026.111040","url":null,"abstract":"","PeriodicalId":21052,"journal":{"name":"Resuscitation","volume":" ","pages":"111040"},"PeriodicalIF":4.6,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147372990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep learning-based ROSC prediction and ECG phenotyping in out-of-hospital cardiac arrest. 院外心脏骤停患者基于深度学习的ROSC预测和ECG表型分析。
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-06 DOI: 10.1016/j.resuscitation.2026.111035
Dong Hyun Choi, Ki Jeong Hong, Ki Hong Kim, Yoonjic Kim, Min Woo Kim, Sang Do Shin, Kyoung Jun Song, Young Sun Ro, Jeong Ho Park, Tae Han Kim, Joo Jeong

Introduction: Electrocardiogram (ECG) signals during cardiac arrest contain detailed information on cardiac rhythm characteristics and have been associated with resuscitation outcomes. We aimed to develop a convolutional neural network (CNN) model to predict return of spontaneous circulation (ROSC) and identify novel ECG phenotypes in patients with out-of-hospital cardiac arrest (OHCA).

Methods: This retrospective cohort study used Korean OHCA Registry and ECG data from Seoul emergency medical services between July 2021 and December 2023. Adult patients with nontraumatic OHCA who had prehospital ECG signals were included. Five-second ECG segments obtained during resuscitation were analyzed. A one-dimensional CNN was developed to simultaneously predict the probability of ROSC within 2 min and to classify the concurrent ECG rhythm as shockable or non-shockable. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC). ECG phenotypes were identified by applying K-means clustering to feature representations extracted from the trained CNN.

Results: 3452 patients (median age, 73 years [interquartile range, 61-81]; 34.4% female) were included. The AUCs for predicting ROSC within 2 min and shockable rhythm in the test set were 0.921 (95% confidence interval [CI], 0.897-0.945) and 0.983 (95% CI, 0.979-0.988), respectively. Five ECG phenotype categories with varying morphologies and ROSC probabilities were identified. Phenotype 1 consisted of shockable rhythms with high ROSC probability (30.4%), whereas Phenotype 2 showed shockable rhythms with low ROSC probability (4.8%). Phenotypes 3 and 4 included pulseless electrical activities with relatively high (5.2%) and lower (0.5%) ROSC probabilities, respectively. Phenotype 5 primarily consisted of asystole or near-asystole rhythms. Transitions between ECG phenotypes were associated with CPR quality.

Conclusions: The CNN-based model accurately predicted ROSC and shockable rhythm from ECG signals and identified five novel ECG phenotypes in OHCA. These findings can enable accurate ROSC prediction and individualized prehospital resuscitation for patients with OHCA.

心脏骤停期间的心电图(ECG)信号包含心律特征的详细信息,并与复苏结果相关。我们的目的是建立一个卷积神经网络(CNN)模型来预测院外心脏骤停(OHCA)患者的自发循环(ROSC)恢复,并识别新的ECG表型。方法:本回顾性队列研究使用韩国OHCA登记处和首尔急诊医疗服务部门2021年7月至2023年12月的心电图数据。包括有院前心电图信号的非创伤性OHCA成年患者。分析复苏过程中获得的5秒心电图片段。建立一维CNN,同时预测2分钟内ROSC发生的概率,并将并发心电节律分为可震性和非可震性。使用接收器工作特征曲线下面积(AUC)评估模型性能。通过对训练后的CNN提取的特征表示应用k均值聚类来识别ECG表型。结果:纳入3452例患者(中位年龄73岁[四分位数间距61-81],女性34.4%)。预测2 min内ROSC和震荡节律的auc分别为0.921(95%可信区间[CI], 0.897-0.945)和0.983 (95% CI, 0.979-0.988)。鉴定出具有不同形态和ROSC概率的五种ECG表型类别。表型1为高ROSC概率的震荡节律(30.4%),表型2为低ROSC概率的震荡节律(4.8%)。表型3和表型4包括无脉性电活动,分别具有相对较高(5.2%)和较低(0.5%)的ROSC概率。表型5主要由无搏停止或接近无搏停止节律组成。ECG表型之间的转换与CPR质量相关。结论:基于cnn的模型准确预测了心电图信号中的ROSC和震荡节律,并确定了OHCA的五种新的ECG表型。这些发现有助于对OHCA患者进行准确的ROSC预测和个性化的院前复苏。
{"title":"Deep learning-based ROSC prediction and ECG phenotyping in out-of-hospital cardiac arrest.","authors":"Dong Hyun Choi, Ki Jeong Hong, Ki Hong Kim, Yoonjic Kim, Min Woo Kim, Sang Do Shin, Kyoung Jun Song, Young Sun Ro, Jeong Ho Park, Tae Han Kim, Joo Jeong","doi":"10.1016/j.resuscitation.2026.111035","DOIUrl":"10.1016/j.resuscitation.2026.111035","url":null,"abstract":"<p><strong>Introduction: </strong>Electrocardiogram (ECG) signals during cardiac arrest contain detailed information on cardiac rhythm characteristics and have been associated with resuscitation outcomes. We aimed to develop a convolutional neural network (CNN) model to predict return of spontaneous circulation (ROSC) and identify novel ECG phenotypes in patients with out-of-hospital cardiac arrest (OHCA).</p><p><strong>Methods: </strong>This retrospective cohort study used Korean OHCA Registry and ECG data from Seoul emergency medical services between July 2021 and December 2023. Adult patients with nontraumatic OHCA who had prehospital ECG signals were included. Five-second ECG segments obtained during resuscitation were analyzed. A one-dimensional CNN was developed to simultaneously predict the probability of ROSC within 2 min and to classify the concurrent ECG rhythm as shockable or non-shockable. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC). ECG phenotypes were identified by applying K-means clustering to feature representations extracted from the trained CNN.</p><p><strong>Results: </strong>3452 patients (median age, 73 years [interquartile range, 61-81]; 34.4% female) were included. The AUCs for predicting ROSC within 2 min and shockable rhythm in the test set were 0.921 (95% confidence interval [CI], 0.897-0.945) and 0.983 (95% CI, 0.979-0.988), respectively. Five ECG phenotype categories with varying morphologies and ROSC probabilities were identified. Phenotype 1 consisted of shockable rhythms with high ROSC probability (30.4%), whereas Phenotype 2 showed shockable rhythms with low ROSC probability (4.8%). Phenotypes 3 and 4 included pulseless electrical activities with relatively high (5.2%) and lower (0.5%) ROSC probabilities, respectively. Phenotype 5 primarily consisted of asystole or near-asystole rhythms. Transitions between ECG phenotypes were associated with CPR quality.</p><p><strong>Conclusions: </strong>The CNN-based model accurately predicted ROSC and shockable rhythm from ECG signals and identified five novel ECG phenotypes in OHCA. These findings can enable accurate ROSC prediction and individualized prehospital resuscitation for patients with OHCA.</p>","PeriodicalId":21052,"journal":{"name":"Resuscitation","volume":" ","pages":"111035"},"PeriodicalIF":4.6,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147373049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Community first-responders in cardiac arrest. Effect on survival? A comprehensive Danish study of 29,445 out-of-hospital cardiac arrests. 心脏骤停的社区急救人员。对生存的影响?丹麦对29,445例院外心脏骤停的综合研究。
IF 4.6 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2026-03-05 DOI: 10.1016/j.resuscitation.2026.111038
Hasan Khaled Abdel Rahman, Nikolaj Blomberg, Malea Benediktsson, Emma Engelhardt, Helle Collatz Christensen, Anne Craveiro Brøchner, Søren Mikkelsen

Aim: Since 2018, Denmark has implemented a national community first-responder system, activated by the emergency dispatch centre, to supplement local first-responder programs. The responders are dispatched to all out-of-hospital cardiac arrests (OHCA). This study aimed to investigate the effect of community first-responders on survival following OHCA.

Methods: A manual review of prehospital medical records for all 29,445 OHCA cases in Denmark from 2018 through 2023. The type of responder who initiated resuscitative efforts was stratified into three main groups: bystanders present at the incident, community first-responders, or ambulance personnel. The primary outcome was survival at 30 days and 365 days.

Results: After exclusions, 21,413 patients were analysed, of which initial resuscitation efforts were provided by on-scene bystanders (12,613), community first-responders (2155), or emergency medical service (EMS) personnel (6140). In 505 cases, the provider of the initial CPR was unclear. Provision of initial resuscitative efforts by on-scene bystanders before ambulance arrival was associated with odds ratios of 2.42 for 30-day survival and 2.51 for 365-day survival, compared with patients whose first resuscitation was not initiated before EMS arrival. There was no significant difference in outcome when first resuscitation efforts were provided by community first responders or delayed until EMS arrival.

Conclusion: In OHCA, basic life support initiated by bystanders was associated with a survival rate more than twice that of OHCA patients whose first resuscitation was provided by community first-responders or ambulance personnel. Our findings support early resuscitation, but we found no evidence to support dispatching community first-responders to OHCA.

自2018年以来,丹麦实施了由紧急调度中心启动的国家社区第一响应者系统,以补充当地的第一响应者计划。急救人员被派往所有院外心脏骤停(OHCA)。本研究旨在探讨社区第一响应者对OHCA后生存的影响。方法:对2018年至2023年丹麦所有29,445例OHCA病例的院前医疗记录进行人工回顾。启动复苏工作的响应者类型分为三组:事件现场的旁观者,社区第一响应者或救护车人员。主要终点是30天和365天的生存。结果:排除后,分析了21413例患者,其中由现场旁观者(12613例)、社区第一响应者(2155例)或紧急医疗服务(EMS)人员(6140例)提供了初步复苏努力。在505例中,最初CPR的提供者不清楚。与在EMS到达前未进行首次复苏的患者相比,在救护车到达前由现场旁观者提供初步复苏努力与30天生存率为2.42和365天生存率为2.51相关。由社区急救人员提供首次复苏或延迟至EMS到达时,结果无显著差异。结论:在OHCA中,由旁观者发起的基本生命支持与由社区急救人员或救护车人员提供首次复苏的OHCA患者的生存率相关。我们的研究结果支持早期复苏,但我们没有发现支持向OHCA派遣社区急救人员的证据。
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引用次数: 0
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Resuscitation
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