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Normative Laboratory Value Ranges in Pediatric Patients Who Underwent Evaluation for MIS-C. 接受MIS-C评估的儿科患者的标准实验室值范围。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-11-25 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/2660909
Thomas Graf, Nathan M Money, Sindhoosha Malay, Nori Minich, Risa Bochner, Bari Winik, Ron Kaplan, Jennifer Y Colgan, Erin Aldag, Ryan O' Sullivan, Guliz Erdem, Allayne Stephans

Background and objectives: Diagnosis of multisystem inflammatory syndrome in children (MIS-C) is challenging due to symptom overlap with other common conditions. The primary objective of this multicenter study was to establish normative laboratory values in MIS-C patients and compare to patients evaluated for MIS-C who had other final diagnoses.

Methods: Five hospitals reviewed records of a cohort of patients 6 months to 18 years old who were evaluated for MIS-C between March 31st 2020 and February 1st 2022. Patient demographics, clinical presentation, and laboratory values were compared in patients with a final diagnosis of MIS-C versus all other conditions. Patients' final diagnoses and laboratory values for each diagnosis were reported.

Results: Of the 1319 patients that were evaluated for MIS-C at presentation, 293 (22.2%) received a final diagnosis of MIS-C. MIS-C patients had statistically significant differences in laboratory values including D-dimer, ferritin, fibrinogen, troponin, and brain natriuretic peptide when compared to patients evaluated for MIS-C but subsequently diagnosed with other conditions. The most common non-MIS-C diagnoses within this cohort were viral illnesses (26.7%), acute COVID-19 (12.0%), pyelonephritis (6.4%), fever of unknown origin (4.9%), pneumonia (4.7%), gastroenteritis (4.7%), Kawasaki disease (3.7%), other bacterial infections, (3.1%), rheumatologic conditions (3.1%), and sepsis (2.8%).

Conclusions: Many patients who underwent laboratory evaluation for MIS-C during the COVID-19 pandemic received a final diagnosis other than MIS-C. These data may aid pediatricians in differentiating between MIS-C and other febrile conditions as well as reduce unnecessary testing.

背景和目的:儿童多系统炎症综合征(MIS-C)的诊断具有挑战性,因为其症状与其他常见疾病重叠。这项多中心研究的主要目的是建立MIS-C患者的规范实验室值,并与其他最终诊断为MIS-C的患者进行比较。方法:五家医院回顾了一组在2020年3月31日至2022年2月1日期间接受MIS-C评估的6个月至18岁患者的记录。将最终诊断为misc的患者与所有其他情况的患者进行人口统计学、临床表现和实验室值的比较。报告患者的最终诊断和每个诊断的实验室值。结果:在1319例就诊时被评估为MIS-C的患者中,293例(22.2%)最终被诊断为MIS-C。与被诊断为misc但随后被诊断为其他疾病的患者相比,misc患者在包括d -二聚体、铁蛋白、纤维蛋白原、肌钙蛋白和脑钠肽在内的实验室值方面存在统计学上的显著差异。该队列中最常见的非misc诊断为病毒性疾病(26.7%)、急性COVID-19(12.0%)、肾盂肾炎(6.4%)、不明原因发热(4.9%)、肺炎(4.7%)、胃肠炎(4.7%)、川崎病(3.7%)、其他细菌感染(3.1%)、风湿病(3.1%)和败血症(2.8%)。结论:在COVID-19大流行期间,许多接受misc实验室评估的患者最终诊断为非misc。这些数据可以帮助儿科医生区分misc和其他发热情况,并减少不必要的检测。
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引用次数: 0
Analysis of the Efficacy and Prognosis of Microsurgery and Transarterial Embolization in the Treatment of High-Grade Dural Arteriovenous Fistulas. 显微手术加经动脉栓塞治疗高级别硬脑膜动静脉瘘的疗效及预后分析。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-11-24 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/4968557
Cheng Qiu, Yijia Zhang, Lijiu Chen, Yonghui Xu, Tianci Huang, Guangxu Zhang, Zhiqiang Yu, Jinbing Zhao, Shengxue He

Objective: To evaluate the surgical outcomes of microsurgical treatment and transarterial endovascular embolization for dural arteriovenous fistulas (DAVFs).

Methods: A retrospective analysis was conducted on 47 patients diagnosed with high-grade DAVFs (Cognard types 2b, 2a + b, 3, 4, and 5) between June 2019 and June 2022 at Nanjing Brain Hospital, affiliated with Nanjing Medical University. These patients underwent either microsurgery or endovascular embolization. Postoperative efficacy, surgical complications, and related prognostic factors were compared between the two groups. The primary endpoint was a postoperative modified Rankin Scale (mRS) score > 3. Secondary outcomes included angiographic confirmation of fistula occlusion, complication rates, and neurological deficits.

Results: In the microsurgical treatment group, complete fistula occlusion was achieved in 23 patients (85.185%), while 12 patients (60.000%) in the transarterial embolization group (single-session treatment) achieved complete occlusion. Although microsurgical treatment demonstrated a higher occlusion rate, this difference did not reach statistical significance (p=0.051). The median follow-up duration for all patients was 12 months (IQR 1-38 months). During follow-up, 2 patients (4.255%) with residual untreated fistulas developed severe neurological deficits. In contrast, none of the patients with single fistulas developed severe postoperative complications.

Conclusion: Microsurgical treatment demonstrated a higher rate of complete fistula occlusion compared to single-session transarterial embolization in patients with DAVFs, although this difference was not statistically significant. Both treatment modalities showed acceptable safety profiles. Patients with single fistulas showed a lower risk of severe postoperative neurological deficits compared to those with multiple fistulas. This study provides important insights into the emergency treatment of DAVF.

Trial registration: Chinese Registry of Clinical Trials: ChiCTR2300072890.

目的:探讨硬膜动静脉瘘显微外科治疗及经动脉血管内栓塞的手术效果。方法:回顾性分析南京医科大学附属南京脑科医院2019年6月至2022年6月诊断为高级别davf (Cognard型2b、2a + b、3、4和5)的47例患者。这些患者接受了显微手术或血管内栓塞。比较两组患者的术后疗效、手术并发症及相关预后因素。主要终点是术后改良兰金量表(mRS)评分bb0.3。次要结果包括血管造影确认瘘管闭塞、并发症发生率和神经功能缺损。结果:显微外科治疗组23例(85.185%)患者瘘道完全闭塞,经动脉栓塞组(单次治疗)12例(60.000%)患者瘘道完全闭塞。显微外科治疗虽有较高的闭塞率,但差异无统计学意义(p=0.051)。所有患者的中位随访时间为12个月(IQR 1-38个月)。随访期间,2例(4.255%)残留未处理瘘管患者出现严重的神经功能缺损。相比之下,单个瘘管的患者没有出现严重的术后并发症。结论:显微外科治疗与单次经动脉栓塞相比,davf患者的完全瘘闭塞率更高,尽管这种差异无统计学意义。两种治疗方式均显示出可接受的安全性。与多瘘管患者相比,单瘘管患者术后出现严重神经功能缺损的风险较低。本研究为DAVF的急诊治疗提供了重要的见解。试验注册:中国临床试验注册中心:ChiCTR2300072890。
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引用次数: 0
Retrospective Development of an AI Model Combining Ultrasound and Clinical Data for Pediatric Appendicitis Differentiation. 结合超声和临床资料的儿童阑尾炎鉴别人工智能模型的回顾性建立。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-11-18 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/8879232
Rongying Tan, Yongteng Li, Jianjun Wang, Jixian He, Xiaoting Ding, Yanlin Mou, Xi Zhang, Chen Zhong, Liucheng Yang, Kai Wu

Purpose: To differentiate complicated appendicitis (CA) from uncomplicated appendicitis (UA) in children, we developed and validated an artificial intelligence (AI) model using a multimodal approach integrating ultrasound images and clinical data.

Methods: A retrospective analysis was performed on 372 pathologically confirmed pediatric appendicitis cases (230 male, 142 female) from three centers, all with preoperative abdominal ultrasound. Deep learning (DL) features and radiomic features were extracted from appendiceal ultrasound images using deep transfer learning (DTL) and conventional radiomic methods, respectively. We selected 12 radiomic features, 9 DL features, and 3 clinical features-namely, white blood cell count (WBC), neutrophil count (NEU), and C-reactive protein (CRP)-for building the machine learning classification model. Based on these features, four distinct models were constructed: the Rad model (radiomic features only), the DL model (DL features only), the DTL model (combined radiomic and DL features), and the Combine model (integrating all three feature types: radiomic, DL, and clinical features). Model performance was evaluated using receiver operating characteristic (ROC) curves, decision curve analysis (DCA), and the DeLong test. Finally, the combined model was compared to the performance of clinicians with varying levels of experience.

Results: The combined model demonstrated consistently favorable performance across all cohorts (AUC: 0.940, 0.895, 0.866, and 0.783 for training and validation sets, respectively). The model's accuracy (0.862) and positive predictive value (0.896) were comparable to senior surgeons (0.741, 0.970) and superior to junior surgeons (0.672, 0.865) in the internal validation cohort. DCA confirmed the clinical utility of the combined model over conventional strategies.

Conclusion: Our ultrasound-based AI model provides reliable differentiation between CA and UA in children, offering potential value as a diagnostic support tool for clinical decision making.

目的:为了区分儿童复杂阑尾炎(CA)和非复杂阑尾炎(UA),我们利用超声图像和临床数据相结合的多模态方法开发并验证了人工智能(AI)模型。方法:回顾性分析三个中心372例经病理证实的小儿阑尾炎病例,其中男230例,女142例,术前均行腹部超声检查。采用深度迁移学习(Deep transfer learning, DTL)和常规放射学方法分别提取阑尾超声图像的深度学习(Deep learning)特征和放射学特征。我们选择了12个放射学特征、9个DL特征和3个临床特征——即白细胞计数(WBC)、中性粒细胞计数(NEU)和c反应蛋白(CRP)——来构建机器学习分类模型。基于这些特征,构建了四种不同的模型:Rad模型(仅放射组学特征)、DL模型(仅DL特征)、DTL模型(结合放射组学和DL特征)和Combine模型(整合放射组学、DL和临床特征所有三种特征类型)。采用受试者工作特征(ROC)曲线、决策曲线分析(DCA)和DeLong检验评估模型的性能。最后,将组合模型与具有不同经验水平的临床医生的表现进行比较。结果:组合模型在所有队列中表现出一致的良好性能(训练集和验证集的AUC分别为0.940、0.895、0.866和0.783)。在内部验证队列中,模型的准确率(0.862)和阳性预测值(0.896)与资深外科医生(0.741,0.970)相当,优于初级外科医生(0.672,0.865)。DCA证实了联合模型优于常规策略的临床实用性。结论:我们基于超声的人工智能模型提供了儿童CA和UA的可靠区分,作为临床决策的诊断支持工具具有潜在价值。
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引用次数: 0
Analytical and Clinical Performance of High-Sensitivity Cardiac Troponin Point-of-Care Assays as an Aid in the Diagnosis of Myocardial Infarction: A Narrative Review. 高灵敏度心肌肌钙蛋白即时检测在心肌梗死诊断中的分析和临床表现:一篇叙述性综述。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-11-14 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/5717892
Lucie Blanc, Ambrine Vaissaire, Nathalie Renard, Cathinca Vargmo, Gro Leite Størvold, Ania Bouhadef, Pierre-Géraud Claret

Background: Acute coronary syndrome (ACS) poses a significant burden worldwide; however, the development of high-sensitivity cardiac troponin (hs-cTn) assays has greatly improved patient management by enabling the detection of very low levels of troponin. The objective of this review was to identify current hs-cTn point-of-care (POC) assays, describe their key features, and discuss their analytical and clinical performance.

Methods: PubMed, MEDLINE, and Embase databases, as well as relevant web sources, were searched for publications up to April 10, 2025. The references included describe the main characteristics of POC hs-cTn assays and their companion instruments, as well as studies assessing their analytical or clinical performance in the context of acute myocardial infarction diagnosis.

Results: In addition to information publicly available from the web, 27 publications were considered relevant for this review. From the retrieved sources, seven POC hs-cTn assays were identified as currently cleared by the United States Food and Drug Administration or CE-marked. Four additional POC hs-cTn assays, each evaluated for analytical or clinical performance, were identified as currently or previously under development. POC instruments differ in their key characteristics, many of which are crucial for ensuring their suitability in specific clinical settings and intended applications. Despite some variability in performance across different platforms, they are generally consistent with the high-sensitivity profile expected of cTn assays. Clinical performance indicators for hs-cTn assays align with European Society of Cardiology (ESC) recommendations, particularly when ESC-recommended diagnostic algorithms are applied. Reported sensitivity and negative predictive values exceed 99%, while positive predictive values are above 70%. Moreover, comparative studies of POC hs-cTn assays and laboratory-based hs-cTn tests have demonstrated no significant differences in diagnostic accuracy for ruling in or ruling out acute myocardial infarction.

Conclusion: POC hs-cTn assays represent a promising alternative to traditional laboratory testing, providing similar analytical and clinical performance while enabling faster diagnosis and management of ACS. Expanded use of hs-cTn assays in clinical practice could transform patient care pathways, especially in time-critical situations. Continued research and ongoing technological advancements are critical to ensure optimal use and widespread adoption in routine clinical settings.

背景:急性冠脉综合征(ACS)在世界范围内造成了重大负担;然而,高灵敏度心肌肌钙蛋白(hs-cTn)检测的发展通过检测非常低水平的肌钙蛋白大大改善了患者管理。本综述的目的是确定当前的hs-cTn护理点(POC)检测方法,描述其主要特征,并讨论其分析和临床性能。方法:检索截至2025年4月10日的PubMed、MEDLINE和Embase数据库以及相关网络资源。参考文献包括描述POC hs-cTn检测及其配套仪器的主要特征,以及评估其在急性心肌梗死诊断中的分析或临床表现的研究。结果:除了从网上公开获取的信息外,27篇出版物被认为与本综述相关。从检索到的来源中,7种POC hs-cTn测定法被确定为目前已通过美国食品和药物管理局或ce认证。另外四种POC hs-cTn检测方法被确定为目前或以前正在开发,每种检测方法都对分析或临床性能进行了评估。POC仪器在其关键特征上有所不同,其中许多特征对于确保其在特定临床环境和预期应用中的适用性至关重要。尽管不同平台的性能存在一些差异,但它们通常与cTn检测的高灵敏度特征一致。hs-cTn检测的临床表现指标符合欧洲心脏病学会(ESC)的建议,特别是在应用ESC推荐的诊断算法时。报告敏感性和阴性预测值均超过99%,阳性预测值均在70%以上。此外,POC hs-cTn检测和实验室hs-cTn检测的比较研究表明,在诊断急性心肌梗死或排除急性心肌梗死的准确性方面没有显著差异。结论:POC hs-cTn检测是传统实验室检测的一种有希望的替代方法,可提供类似的分析和临床性能,同时可更快地诊断和管理ACS。在临床实践中扩大使用hs-cTn检测可以改变患者的护理途径,特别是在时间紧迫的情况下。持续的研究和持续的技术进步对于确保在常规临床环境中最佳使用和广泛采用至关重要。
{"title":"Analytical and Clinical Performance of High-Sensitivity Cardiac Troponin Point-of-Care Assays as an Aid in the Diagnosis of Myocardial Infarction: A Narrative Review.","authors":"Lucie Blanc, Ambrine Vaissaire, Nathalie Renard, Cathinca Vargmo, Gro Leite Størvold, Ania Bouhadef, Pierre-Géraud Claret","doi":"10.1155/emmi/5717892","DOIUrl":"10.1155/emmi/5717892","url":null,"abstract":"<p><strong>Background: </strong>Acute coronary syndrome (ACS) poses a significant burden worldwide; however, the development of high-sensitivity cardiac troponin (hs-cTn) assays has greatly improved patient management by enabling the detection of very low levels of troponin. The objective of this review was to identify current hs-cTn point-of-care (POC) assays, describe their key features, and discuss their analytical and clinical performance.</p><p><strong>Methods: </strong>PubMed, MEDLINE, and Embase databases, as well as relevant web sources, were searched for publications up to April 10, 2025. The references included describe the main characteristics of POC hs-cTn assays and their companion instruments, as well as studies assessing their analytical or clinical performance in the context of acute myocardial infarction diagnosis.</p><p><strong>Results: </strong>In addition to information publicly available from the web, 27 publications were considered relevant for this review. From the retrieved sources, seven POC hs-cTn assays were identified as currently cleared by the United States Food and Drug Administration or CE-marked. Four additional POC hs-cTn assays, each evaluated for analytical or clinical performance, were identified as currently or previously under development. POC instruments differ in their key characteristics, many of which are crucial for ensuring their suitability in specific clinical settings and intended applications. Despite some variability in performance across different platforms, they are generally consistent with the high-sensitivity profile expected of cTn assays. Clinical performance indicators for hs-cTn assays align with European Society of Cardiology (ESC) recommendations, particularly when ESC-recommended diagnostic algorithms are applied. Reported sensitivity and negative predictive values exceed 99%, while positive predictive values are above 70%. Moreover, comparative studies of POC hs-cTn assays and laboratory-based hs-cTn tests have demonstrated no significant differences in diagnostic accuracy for ruling in or ruling out acute myocardial infarction.</p><p><strong>Conclusion: </strong>POC hs-cTn assays represent a promising alternative to traditional laboratory testing, providing similar analytical and clinical performance while enabling faster diagnosis and management of ACS. Expanded use of hs-cTn assays in clinical practice could transform patient care pathways, especially in time-critical situations. Continued research and ongoing technological advancements are critical to ensure optimal use and widespread adoption in routine clinical settings.</p>","PeriodicalId":11528,"journal":{"name":"Emergency Medicine International","volume":"2025 ","pages":"5717892"},"PeriodicalIF":0.8,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638167/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145586475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Investigation of Lactate, Base Excess, and Alactic Base Excess in Patients With Upper Gastrointestinal Bleeding. 上消化道出血患者乳酸、碱过量和乳酸碱过量的研究。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-10-22 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/5750496
Yilmaz Ersoz, Elmas Biberci Keskin, Basar Cander, Julide Yilmaz, Fatma Cakmak, Bahadir Taslidere

Introduction: Gastrointestinal system (GIS) bleeding is one of the most common reasons for emergency department visits. The aim of this study is to investigate the impact of base excess, lactate, and alactic base excess-parameters that can be quickly assessed through blood gas analysis-on predicting the clinical outcome in patients presenting to the emergency department with GIS bleeding.

Materials and methods: The study was retrospective and conducted at a single center from January 1 to December 31, 2022. The collected data included age, gender, blood gas (lactate and base excess), and outcomes (discharge, intensive care, and death).

Results and conclusions: The study included 205 patients (135 males and 70 females). Deceased individuals had a lower average base excess and higher lactate levels. There were no significant differences in ward admission based on alactic base excess status. A base excess cutoff value of ≥ -0.65 was used to predict ward admission, yielding a sensitivity of 57.71%, specificity of 63.33%, PPV of 90.18%, and negative predictive value of 20.43%. According to the data obtained in our study, we observed that a lactate cutoff value ≥ 2.07 could be effective in predicting ICU admission for patients. We also found that a base excess cutoff value ≥ -0.65 could be effective in predicting admission to the ward. The mean base excess was lower in patients who resulted in death compared to survivors, while the mean lactate level was higher. However, no significant result was found regarding alactic base excess.

胃肠系统出血是急诊科就诊最常见的原因之一。本研究的目的是研究血气分析可快速评估的血碱过量、乳酸和无乳血碱对急诊科GIS出血患者临床预后的影响。材料和方法:本研究为回顾性研究,于2022年1月1日至12月31日在单一中心进行。收集的数据包括年龄、性别、血气(乳酸和碱性过量)和结局(出院、重症监护和死亡)。结果与结论:本研究纳入205例患者,其中男性135例,女性70例。死者有较低的平均基础过剩和较高的乳酸水平。两种情况下入院率无显著差异。使用≥-0.65的基准超额临界值预测住院情况,敏感性为57.71%,特异性为63.33%,PPV为90.18%,阴性预测值为20.43%。根据我们的研究数据,我们观察到乳酸临界值≥2.07可以有效预测患者是否进入ICU。我们还发现,基准超额临界值≥-0.65可有效预测病房入住情况。与幸存者相比,导致死亡的患者的平均基础过量较低,而平均乳酸水平较高。然而,没有发现关于银河碱过量的显著结果。
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引用次数: 0
Development and Validation of a Prediction Model for Respiratory Failure in Patients With Sepsis-Associated Acute Kidney Injury (SA-AKI) Within 48 Hours of Admission. 脓毒症相关急性肾损伤(SA-AKI)患者入院48小时内呼吸衰竭预测模型的建立和验证
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-10-17 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/5517872
Bin Wang, Fengxiang Zhang

Objective: To identify patients with sepsis-associated acute kidney injury (SA-AKI) at high risk of respiratory failure within 48 h of admission and enable timely intervention to improve patient prognosis.

Methods: Data from SA-AKI patients admitted to Dongyang People's Hospital between June 2012 and October 2024 were collected, including gender, age, and blood biochemical indicators at admission. Patients were randomly divided into training and validation groups. Independent risk factors for respiratory failure were identified in the training group, and a nomogram prediction model was developed. The model's discriminative ability was assessed using the area under the receiver operating characteristic (ROC) curve (AUC), and its calibration was evaluated using the GiViTi calibration plot. Clinical effectiveness was examined using decision curve analysis (DCA). Cross-validation was performed to test the model's stability using kappa value. The model was subsequently validated in the validation group. Sequential Organ Failure Assessment (SOFA)-based, National Early Warning Score (NEWS)-based, and various other machine learning models were also established and compared with the proposed model using DeLong's test after Bonferroni correction.

Results: A total of 702 patients were included in the study. Independent risk factors for respiratory failure included D-dimer, lactate, pro-BNP, albumin, globulin, transcutaneous blood oxygen saturation, and pulmonary infection. The AUC values for the training and validation groups were 0.818 and 0.795, respectively, with calibration plot p values of 0.973 and 0.864. The DCA curves for both groups indicated superior clinical utility compared with extreme scenarios. This model owned a kappa value of 0.628, indicating for good stability. The SOFA model achieved AUC values of 0.583 (training group) and 0.763 (validation group), while the NEWS model had AUC values of 0.628 (training) and 0.618 (validation). DeLong's test confirmed that the proposed model outperformed SOFA and NEWS models (p < 0.05). In the validation group, the AUC values for SVM, C5.0, XGBoost, and integrated models were 0.781, 0.757, 0.759, and 0.778, respectively, with comparable discriminative ability to the nomogram (p > 0.05).

Conclusion: The nomogram developed in this study based on D-dimer, lactate, pro-BNP, albumin, globulin, transcutaneous blood oxygen saturation, and pulmonary infection was found to effectively predict respiratory failure risk in SA-AKI patients within 48 h of admission.

目的:识别脓毒症相关急性肾损伤(SA-AKI)患者入院48 h内发生呼吸衰竭的高危人群,并及时进行干预,改善患者预后。方法:收集2012年6月至2024年10月东阳市人民医院收治的SA-AKI患者的资料,包括入院时的性别、年龄、血液生化指标。患者随机分为训练组和验证组。在训练组中确定呼吸衰竭的独立危险因素,并建立nomogram预测模型。采用受试者工作特征曲线下面积(AUC)评价模型的判别能力,采用GiViTi校准图评价模型的标定能力。采用决策曲线分析(DCA)检验临床疗效。利用kappa值进行交叉验证,检验模型的稳定性。随后在验证组中对模型进行验证。建立了基于顺序器官衰竭评估(SOFA)、国家预警评分(NEWS)和其他各种机器学习模型,并在Bonferroni校正后使用DeLong检验与所提出的模型进行比较。结果:共纳入702例患者。呼吸衰竭的独立危险因素包括d -二聚体、乳酸、bnp前体、白蛋白、球蛋白、经皮血氧饱和度和肺部感染。训练组和验证组的AUC分别为0.818和0.795,校正图p值分别为0.973和0.864。与极端情况相比,两组的DCA曲线均显示出较好的临床应用价值。该模型kappa值为0.628,稳定性较好。SOFA模型的AUC值为0.583(训练组)和0.763(验证组),NEWS模型的AUC值为0.628(训练组)和0.618(验证组)。DeLong的检验证实,该模型优于SOFA和NEWS模型(p < 0.05)。在验证组中,SVM、C5.0、XGBoost和集成模型的AUC值分别为0.781、0.757、0.759和0.778,与nomogram具有相当的判别能力(p < 0.05)。结论:本研究建立的基于d -二聚体、乳酸、前bnp、白蛋白、球蛋白、经皮血氧饱和度和肺部感染的nomogram,可有效预测SA-AKI患者入院后48 h内呼吸衰竭的风险。
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引用次数: 0
Predictors and Outcomes of Airway Management in Patients Presenting to the Emergency Department With Overdose and Decreased Consciousness: A Scoping Review. 因用药过量和意识下降到急诊科的患者气道管理的预测因素和结果:一项范围综述。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-10-04 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/8071582
Richard A F Pellatt, Sarah Ishak, Justin Clark, Katherine Isoardi, Robert S Ware, Gerben Keijzers

Objective: To explore evidence relating to the airway management (ranging from observation to intubation) of patients presenting to the emergency department with drug overdose and decreased consciousness.

Introduction: Recreational and prescription drug overdoses are a common reason for patients to present to the emergency department. Patients often have a reduced level of consciousness due to the effects of the drugs involved. There are no evidence-based guidelines identifying which patients can be safely observed, compared with those requiring advanced airway management such as intubation.

Inclusion criteria: Adult patients presenting to the emergency department with drug overdose (recreational drugs, e.g., gamma-hydroxybutyrate and alcohol, and prescription drugs, e.g., benzodiazepines and opioids). Management strategies from intubation (e.g., rapid sequence intubation, emergency airway management) to observation/no intubation (e.g., high flow nasal oxygen, observation, monitoring, recovery position) were included. Studies are needed to describe an approach to airway management in overdose patients with decreased consciousness, which included all primary research. Outcomes included predictors of intubation, mortality, hospital admission, length of stay and complications.

Methods: With the assistance of a Systematic Review Accelerator, we searched PubMed, Cochrane CENTRAL and Embase. Databases were searched from inception to 2nd April 2024, with no publication language restrictions. We additionally conducted a backward and forward citation search.

Results: Forty-five studies were included (one randomised controlled trial, 14 prospective observational studies, 25 retrospective observational studies and five with other methodology). Four major narrative themes were identified: (1) risk stratifying the decision to intubate; (2) noninvasive monitoring of the patient with overdose; (3) scoring systems predicting the need to intubate; (4) targeted gamma-hydroxybutyrate-specific literature.

Conclusions: Literature on the airway management of emergency department patients with overdose and decreased level of consciousness provides mostly low-quality evidence, with only one RCT. Further higher-level research and evidence are required.

目的:探讨因药物过量和意识下降到急诊科就诊的患者气道管理(从观察到插管)的相关证据。简介:娱乐性药物和处方药过量是患者到急诊科就诊的常见原因。由于相关药物的作用,患者通常意识水平降低。与需要气管插管等先进气道管理的患者相比,目前尚无循证指南确定哪些患者可以安全观察。纳入标准:因药物过量(娱乐性药物,如γ -羟基丁酸盐和酒精,处方药,如苯二氮卓类药物和阿片类药物)就诊于急诊科的成年患者。包括从插管(如快速顺序插管、紧急气道管理)到观察/不插管(如高流量鼻吸氧、观察、监测、恢复体位)的管理策略。需要研究描述一种方法来气道管理用药过量患者的意识下降,其中包括所有的初步研究。结果包括插管、死亡率、住院率、住院时间和并发症的预测因子。方法:在系统评价加速器的帮助下,检索PubMed、Cochrane CENTRAL和Embase。数据库从成立到2024年4月2日进行检索,没有出版语言限制。我们还进行了反向和正向引文检索。结果:纳入45项研究(1项随机对照试验、14项前瞻性观察性研究、25项回顾性观察性研究和5项其他方法学研究)。确定了四个主要的叙事主题:(1)对插管决策的风险分层;(2)对用药过量患者进行无创监测;(3)预测插管需要的评分系统;(4)靶向γ -羟基丁酸酯特异性文献。结论:关于急诊科用药过量和意识水平下降患者气道管理的文献大多提供了低质量的证据,只有一项随机对照试验。需要进一步的更高层次的研究和证据。
{"title":"Predictors and Outcomes of Airway Management in Patients Presenting to the Emergency Department With Overdose and Decreased Consciousness: A Scoping Review.","authors":"Richard A F Pellatt, Sarah Ishak, Justin Clark, Katherine Isoardi, Robert S Ware, Gerben Keijzers","doi":"10.1155/emmi/8071582","DOIUrl":"10.1155/emmi/8071582","url":null,"abstract":"<p><strong>Objective: </strong>To explore evidence relating to the airway management (ranging from observation to intubation) of patients presenting to the emergency department with drug overdose and decreased consciousness.</p><p><strong>Introduction: </strong>Recreational and prescription drug overdoses are a common reason for patients to present to the emergency department. Patients often have a reduced level of consciousness due to the effects of the drugs involved. There are no evidence-based guidelines identifying which patients can be safely observed, compared with those requiring advanced airway management such as intubation.</p><p><strong>Inclusion criteria: </strong>Adult patients presenting to the emergency department with drug overdose (recreational drugs, e.g., gamma-hydroxybutyrate and alcohol, and prescription drugs, e.g., benzodiazepines and opioids). Management strategies from intubation (e.g., rapid sequence intubation, emergency airway management) to observation/no intubation (e.g., high flow nasal oxygen, observation, monitoring, recovery position) were included. Studies are needed to describe an approach to airway management in overdose patients with decreased consciousness, which included all primary research. Outcomes included predictors of intubation, mortality, hospital admission, length of stay and complications.</p><p><strong>Methods: </strong>With the assistance of a Systematic Review Accelerator, we searched PubMed, Cochrane CENTRAL and Embase. Databases were searched from inception to 2<sup>nd</sup> April 2024, with no publication language restrictions. We additionally conducted a backward and forward citation search.</p><p><strong>Results: </strong>Forty-five studies were included (one randomised controlled trial, 14 prospective observational studies, 25 retrospective observational studies and five with other methodology). Four major narrative themes were identified: (1) risk stratifying the decision to intubate; (2) noninvasive monitoring of the patient with overdose; (3) scoring systems predicting the need to intubate; (4) targeted gamma-hydroxybutyrate-specific literature.</p><p><strong>Conclusions: </strong>Literature on the airway management of emergency department patients with overdose and decreased level of consciousness provides mostly low-quality evidence, with only one RCT. Further higher-level research and evidence are required.</p>","PeriodicalId":11528,"journal":{"name":"Emergency Medicine International","volume":"2025 ","pages":"8071582"},"PeriodicalIF":0.8,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12515096/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145279159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 Accuracy of Electrocardiogram Interpretation in Emergency and Critical Care Medicine Residents in Addis Ababa, Ethiopia: A Cross-Sectional Study. 埃塞俄比亚亚的斯亚贝巴急症和危重症住院医师心电图解读准确性的评估:一项横断面研究。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-09-28 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/6711086
Meron Tesfaye Akalu, Demmelash Gezahegn Nigatu, Tseganesh Mekonnen Hailemariam, Mikiyas Gifawosen Teferi

Background: An electrocardiogram is a diagrammatic representation of a heart's electrical activity. This technique can detect life-threatening conditions within minutes. It is one of the major investigative modalities at which emergency physicians should be accurate. The accuracy of emergency residents varies from country to country, with improvement in interpretation as the year of residency increases. There have been no published papers on ECG interpretation among emergency residents until now, but studies on graduating medical students have shown low competency. Methods: A cross-sectional study was conducted on emergency and critical care medicine residents of Tikur Anbessa Specialized Hospital and Saint Paul Millennium Medical College. Data were collected from April 2021 to September 2021 via a structured questionnaire. The data were entered, cleaned, edited, and analyzed via SPSS Version 26.0 statistical analysis software. Descriptive statistics and bivariate and multivariate binary logistic regressions were used to analyze the data. Results: Fifty-seven emergency and critical care medicine residents were able to participate in this study, 33 (57.9%) of whom were from Addis Ababa University and 24 (42.1%) of whom were from Saint Paul Millennium Medical College. The average percentage of EMCC residents who interpreted the ECGs was 29.5%. Only 10 residents (17%) were able to correctly interpret > 50% of the ECGs. Most of the residents who participated in this study were Year 1 residents, followed by Year 2 residents. Among the 15 ECG abnormalities, the commonly identified were polymorphic ventricular tachycardia, normal sinus rhythm, and a double-chamber pacemaker. The year of residency (AOR 3.34) was found to be significantly associated with greater performance in ECG interpretation. Conclusion: According to this study, the interpretation accuracy of ECGs by emergency medicine and critical care residents is low, which is comparable to the findings of studies performed in South Africa and Australia.

背景:心电图是心脏电活动的图示。这项技术可以在几分钟内检测到危及生命的疾病。这是一个主要的调查方式,急诊医生应该准确。紧急居民的准确性因国家而异,随着居住年份的增加,解释也有所改善。目前尚无关于急诊住院医师心电判读的论文发表,但对即将毕业的医学生的研究表明心电判读能力较低。方法:对提库尔安贝萨专科医院和圣保罗千年医学院的急危医学住院医师进行横断面研究。数据从2021年4月至2021年9月通过结构化问卷收集。采用SPSS 26.0版统计分析软件对数据进行录入、整理、编辑和分析。采用描述性统计、双变量和多变量二元logistic回归对数据进行分析。结果:57名急诊和重症医学住院医师能够参加本研究,其中来自亚的斯亚贝巴大学的33名(57.9%),来自圣保罗千年医学院的24名(42.1%)。EMCC居民解释心电图的平均比例为29.5%。只有10名居民(17%)能够正确解释50%的心电图。参与本研究的住院医师大部分为一年级住院医师,其次为二年级住院医师。在15例心电图异常中,常见的是多形性室性心动过速、窦性心律正常和双室起搏器。住院年份(AOR 3.34)与心电图解释的表现显著相关。结论:根据本研究,急诊医学和重症监护住院医师对心电图的解读准确率较低,这与南非和澳大利亚的研究结果相当。
{"title":"Evaluation of the Accuracy of Electrocardiogram Interpretation in Emergency and Critical Care Medicine Residents in Addis Ababa, Ethiopia: A Cross-Sectional Study.","authors":"Meron Tesfaye Akalu, Demmelash Gezahegn Nigatu, Tseganesh Mekonnen Hailemariam, Mikiyas Gifawosen Teferi","doi":"10.1155/emmi/6711086","DOIUrl":"10.1155/emmi/6711086","url":null,"abstract":"<p><p><b>Background:</b> An electrocardiogram is a diagrammatic representation of a heart's electrical activity. This technique can detect life-threatening conditions within minutes. It is one of the major investigative modalities at which emergency physicians should be accurate. The accuracy of emergency residents varies from country to country, with improvement in interpretation as the year of residency increases. There have been no published papers on ECG interpretation among emergency residents until now, but studies on graduating medical students have shown low competency. <b>Methods:</b> A cross-sectional study was conducted on emergency and critical care medicine residents of Tikur Anbessa Specialized Hospital and Saint Paul Millennium Medical College. Data were collected from April 2021 to September 2021 via a structured questionnaire. The data were entered, cleaned, edited, and analyzed via SPSS Version 26.0 statistical analysis software. Descriptive statistics and bivariate and multivariate binary logistic regressions were used to analyze the data. <b>Results:</b> Fifty-seven emergency and critical care medicine residents were able to participate in this study, 33 (57.9%) of whom were from Addis Ababa University and 24 (42.1%) of whom were from Saint Paul Millennium Medical College. The average percentage of EMCC residents who interpreted the ECGs was 29.5%. Only 10 residents (17%) were able to correctly interpret > 50% of the ECGs. Most of the residents who participated in this study were Year 1 residents, followed by Year 2 residents. Among the 15 ECG abnormalities, the commonly identified were polymorphic ventricular tachycardia, normal sinus rhythm, and a double-chamber pacemaker. The year of residency (AOR 3.34) was found to be significantly associated with greater performance in ECG interpretation. <b>Conclusion:</b> According to this study, the interpretation accuracy of ECGs by emergency medicine and critical care residents is low, which is comparable to the findings of studies performed in South Africa and Australia.</p>","PeriodicalId":11528,"journal":{"name":"Emergency Medicine International","volume":"2025 ","pages":"6711086"},"PeriodicalIF":0.8,"publicationDate":"2025-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12497519/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145244231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Postshock Pacing in Cardiac Arrest: A Concise Review. 心脏骤停的休克后起搏:简明综述。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-09-05 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/9067144
Wojciech Telec, Salwan Al-Saad, Lukasz Karbowski, Tomasz Kłosiewicz, Artur Baszko

Following an administered shock in cardiac arrest, the heart commonly experiences a short phase of inability to efficiently perfuse. Despite being a commonly used feature in the ICD population, postshock pacing (PSP) is yet to be adequately explored for its utility in this pulseless phase. Notably, an overwhelming proportion of available data for transcutaneous pacing in spontaneous cardiac arrest stem from the 1980s and 1990s and revolve largely around nonshockable, as opposed to shockable rhythms. The lack of large-scale clinical trials assessing the efficacy of transcutaneous PSP and the considerable advancements in technology and training facilities since the 1990s indicates a need for reevaluation of current understanding of PSP and its applicability in cardiac arrest. Shedding light into the possible implications of transcutaneous PSP in emergency setting cardiac arrest may not only reshape the current protocols of ALS but also carry the potential of improving survival rates. This concise review serves as a summary of the existing knowledge on the subject of PSP and reveals further possible directions for the development of this therapy.

在心脏骤停中给予休克后,心脏通常会经历短暂的不能有效灌注的阶段。尽管在ICD患者中,休克后起搏(PSP)是一种常用的功能,但其在无脉期的应用尚未得到充分的探讨。值得注意的是,自发心脏骤停中经皮起搏的绝大部分可用数据来自20世纪80年代和90年代,并且主要围绕非震荡节律,而不是震荡节律。由于缺乏评估经皮PSP疗效的大规模临床试验,以及自20世纪90年代以来技术和培训设施的长足进步,表明有必要重新评估目前对PSP的理解及其在心脏骤停中的适用性。揭示经皮PSP在紧急情况下心脏骤停的可能意义不仅可以重塑目前的ALS治疗方案,而且还具有提高生存率的潜力。这篇简明的综述总结了关于PSP的现有知识,并揭示了该疗法进一步发展的可能方向。
{"title":"Postshock Pacing in Cardiac Arrest: A Concise Review.","authors":"Wojciech Telec, Salwan Al-Saad, Lukasz Karbowski, Tomasz Kłosiewicz, Artur Baszko","doi":"10.1155/emmi/9067144","DOIUrl":"10.1155/emmi/9067144","url":null,"abstract":"<p><p>Following an administered shock in cardiac arrest, the heart commonly experiences a short phase of inability to efficiently perfuse. Despite being a commonly used feature in the ICD population, postshock pacing (PSP) is yet to be adequately explored for its utility in this pulseless phase. Notably, an overwhelming proportion of available data for transcutaneous pacing in spontaneous cardiac arrest stem from the 1980s and 1990s and revolve largely around nonshockable, as opposed to shockable rhythms. The lack of large-scale clinical trials assessing the efficacy of transcutaneous PSP and the considerable advancements in technology and training facilities since the 1990s indicates a need for reevaluation of current understanding of PSP and its applicability in cardiac arrest. Shedding light into the possible implications of transcutaneous PSP in emergency setting cardiac arrest may not only reshape the current protocols of ALS but also carry the potential of improving survival rates. This concise review serves as a summary of the existing knowledge on the subject of PSP and reveals further possible directions for the development of this therapy.</p>","PeriodicalId":11528,"journal":{"name":"Emergency Medicine International","volume":"2025 ","pages":"9067144"},"PeriodicalIF":0.8,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12431821/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145063414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Early 24-Hour Changes in Systemic Immune-Inflammation Index Predict Acute Kidney Injury and Mortality in ICU Patients. 24小时前全身免疫炎症指数变化预测ICU患者急性肾损伤和死亡率。
IF 0.8 4区 医学 Q3 EMERGENCY MEDICINE Pub Date : 2025-08-19 eCollection Date: 2025-01-01 DOI: 10.1155/emmi/4949299
Fei Gao, Lan Yang, Yizhe Chen, Hongyang Xu, Ting Yang

Background: To determine whether early dynamic changes in the systemic immune-inflammation index (SII) improve prediction of acute kidney injury (AKI) and 1-year mortality in critically ill patients. Methods: In this retrospective cohort study of 17,491 ICU admissions from the MIMIC-IV database, we calculated three SII metrics within the first 24 h of ICU stay: the 24-h SII_slope and the extreme values (SII_min, SII_max). LASSO-selected multivariable logistic regression was used to predict AKI, and Cox proportional hazards models assessed associations with 1-year mortality. A prognostic nomogram integrating SOFA score, APS III score, and log-transformed SII_min and SII_max was developed using the rms package in R. Model performance was evaluated by AUC of ROC curves, calibration plots, decision curve analysis (DCA), and Kaplan-Meier survival curves stratified by SII quartiles. Results: The LASSO-based logistic model identified a steeper 24-h SII_slope as an independent predictor of AKI (AUC 0.739; patients who developed AKI had significantly higher predicted risk than those who did not). Higher SII_min and SII_max were each associated with reduced 1-year survival (log-rank p=0.047 for SII_min quartiles). The nomogram for 1-year mortality demonstrated excellent discrimination (AUC 0.823) and good calibration, and DCA confirmed its clinical utility. Conclusions: Early dynamic changes in SII-especially the 24-h slope-and the first-day SII extremes independently predict AKI and long-term mortality in ICU patients. A nomogram combining SII metrics with standard severity scores may facilitate individualized risk stratification in critical care.

背景:探讨系统性免疫炎症指数(SII)的早期动态变化是否能改善危重患者急性肾损伤(AKI)和1年死亡率的预测。方法:在这项来自MIMIC-IV数据库的17,491例ICU入院患者的回顾性队列研究中,我们计算了ICU前24小时内的三个SII指标:24小时SII_slope和极值(SII_min, SII_max)。使用lasso选择的多变量逻辑回归预测AKI,并使用Cox比例风险模型评估与1年死亡率的关联。利用r中的rms软件包,将SOFA评分、APS III评分、经对数变换的SII_min和SII_max整合成预后nomogram。通过ROC曲线、校正图、决策曲线分析(DCA)和SII四分位数分层的Kaplan-Meier生存曲线的AUC来评价模型的性能。结果:基于lasso的logistic模型确定了更陡的24小时sii斜率作为AKI的独立预测因子(AUC 0.739;发生AKI的患者的预测风险显著高于未发生AKI的患者)。SII_min和SII_max越高,1年生存率越低(SII_min四分位数的log-rank p=0.047)。1年死亡率的nomogram具有很好的鉴别性(AUC 0.823)和良好的校准性,DCA证实了其临床应用价值。结论:SII的早期动态变化(尤其是24小时斜率)和第一天SII极值可独立预测ICU患者的AKI和长期死亡率。将SII指标与标准严重程度评分相结合的nomogram (nomogram)可以促进重症监护患者的个体化风险分层。
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引用次数: 0
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Emergency Medicine International
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