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Characteristics and temporality of the ventilatory techniques in the management of acute respiratory distress syndrome: A scoping review. 急性呼吸窘迫综合征治疗中通气技术的特点和时效性:范围综述。
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2025-0019
Théo Battalian, Raúl Escudero Romero, Arianne Barzaga Molina

Introduction: Acute Respiratory Distress Syndrome (ARDS) is a critical condition characterised by acute respiratory failure due to increased alveolar-capillary membrane permeability. This leads to non-cardiogenic pulmonary oedema, hypoxemia, and impaired respiratory compliance, significantly impacting patients' survival and quality of life. The management of ARDS involves various ventilatory and non-ventilatory therapies. Understanding the optimal timing and application of these therapies is crucial for improving patient outcomes.

Aim of the study: This scoping review aims to identify and synthesise the ventilatory techniques used in managing ARDS, focusing on their temporality and the interplay between different therapies. The study seeks to synthesize the available evidence and summarize current management strategies, highlighting areas for further research and improvement in ARDS care.

Material and methods: A systematic search of PubMed, EBSCO, and ScienceDirect databases was conducted, following the Joanna Briggs Institute guidelines (2015), for articles published between 2013 and 2023. Studies involving adult patients (18 years or older) diagnosed with ARDS and receiving ventilatory support in the ICU were included. Exclusion criteria included other acute respiratory pathologies, clinically extreme obese patients, and patients with tracheostomy.

Results: 437 articles were identified through the database search, of which 23 met the inclusion criteria and were included in the final review. Most articles were published between 2015-2019 (43.5%), originated from the USA (34.78%), and employed observational study designs (73.91%). The included studies reported on patients aged between 23 and 79 years, with intrapulmonary causes being the most common aetiology for ARDS. Various ventilatory strategies were identified, including conventional oxygen therapy, high-flow nasal cannula (HFNC), non-invasive ventilation (NIV), invasive ventilation (IMV), and combined approaches. Temporality was reported in 35% of the articles, but none of them as their primary focus.

Conclusions: The review highlights the diversity of ventilatory techniques employed in ARDS management and the importance of individualizing treatment strategies based on patient response and disease severity. The temporality of these interventions remains a crucial aspect, requiring further investigation to establish clearer guidelines for optimizing the timing and sequence of ventilatory support in ARDS. The findings underscore the need for future research to focus on patient-centred outcomes and the long-term implications of ARDS management, including quality of life and functional status.

简介:急性呼吸窘迫综合征(Acute Respiratory Distress Syndrome, ARDS)是一种以肺泡-毛细血管膜通透性增高引起的急性呼吸衰竭为特征的危重疾病。这导致非心源性肺水肿、低氧血症和呼吸顺应性受损,严重影响患者的生存和生活质量。ARDS的治疗包括各种通气和非通气治疗。了解这些治疗的最佳时机和应用对改善患者的预后至关重要。研究目的:本综述旨在识别和综合用于治疗ARDS的通气技术,重点关注其时间性和不同治疗方法之间的相互作用。本研究旨在综合现有的证据,总结当前的管理策略,强调进一步研究和改进ARDS护理的领域。材料和方法:根据Joanna Briggs Institute指南(2015),系统检索PubMed、EBSCO和ScienceDirect数据库,检索2013年至2023年间发表的文章。纳入了诊断为ARDS并在ICU接受呼吸支持的成年患者(18岁或以上)的研究。排除标准包括其他急性呼吸系统疾病、临床极度肥胖患者和气管切开术患者。结果:通过数据库检索,共检索到437篇文章,其中23篇符合纳入标准,被纳入终评。大多数文章发表于2015-2019年(43.5%),来自美国(34.78%),采用观察性研究设计(73.91%)。纳入的研究报告的患者年龄在23至79岁之间,肺内原因是ARDS最常见的病因。我们确定了各种通气策略,包括常规氧疗、高流量鼻插管(HFNC)、无创通气(NIV)、有创通气(IMV)和联合入路。35%的文章提到了时间性,但没有一篇文章将其作为主要关注点。结论:该综述强调了ARDS管理中通气技术的多样性,以及根据患者反应和疾病严重程度制定个性化治疗策略的重要性。这些干预措施的时间性仍然是一个至关重要的方面,需要进一步的研究来建立更清晰的指导方针,以优化ARDS的呼吸支持时间和顺序。研究结果强调,未来的研究需要关注以患者为中心的结果和ARDS管理的长期影响,包括生活质量和功能状态。
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引用次数: 0
Use of prone position in spontaneous breathing in patients with COVID-19. 俯卧位在COVID-19患者自主呼吸中的应用
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2025-0015
Rodrigo Cerqueira Borges, Isadora Salvador Rocco, Camila Botana Alves Ferreira, Mauricio Kenzo Tobara, Cristiane Helena Papacidero, Vanessa Chaves Barreto Ferreira, Andrey Wirgues Sousa

Objective: To investigate if awake prone position (PP) reduces the rate of endotracheal intubation and mortality in patients with COVID-19 admitted to the intensive care unit (ICU).

Methods: This was a retrospective cohort study of 726 patients who were admitted to the ICU with acute hypoxic respiratory failure secondary to COVID-19. The protocol of the institution recommended the use of awake PP in patients with nasal catheter with an oxygen flow ≥ 5 L/min and SpO2 ≤ 90% or a high-flow nasal catheter (HFNC) with FiO2 ≥ 50% and SpO2 ≤ 90%. The following data were collected: age, comorbidities, SAPS-3 score, onset of symptoms, the degree of pulmonary involvement, duration of invasive and noninvasive MV, HFNC therapy, nitric oxide therapy, hemodialysis and PP while spontaneously breathing.

Results: There was a higher mortality rate in the supine position group (27.1%) than in the awake PP group (13.9%). There was no significant difference in the time on MV or number of patients on MV (p>0.05). The variables with p < 0.05 in the bivariate analysis were entered into the Cox regression model. The model was adjusted for awake PP, sex, age, SAPS-3 score, onset of symptoms, the degree of pulmonary involvement, chronic arterial disease, and noninvasive ventilation. The only variable associated with lower mortality over time was awake PP (hazard ratio: 0.55; 95% confidence interval: 0.33-0.92).

Conclusion: Awake prone position has been shown to be a safe and effective therapy that reduced mortality but not the risk of intubation in patients with COVID-19.

目的:探讨清醒俯卧位(PP)是否能降低重症监护病房(ICU)新冠肺炎患者气管插管率和死亡率。方法:对726例因COVID-19继发性急性缺氧呼吸衰竭入住ICU的患者进行回顾性队列研究。该机构的方案推荐对氧流量≥5l /min且SpO2≤90%的鼻导管患者或FiO2≥50%且SpO2≤90%的高流量鼻导管(HFNC)患者使用清醒PP。收集以下数据:年龄、合并症、SAPS-3评分、症状发作、肺部受累程度、有创和无创MV持续时间、HFNC治疗、一氧化氮治疗、血液透析和自主呼吸时PP。结果:仰卧位组病死率(27.1%)高于清醒PP组(13.9%)。两组间治疗时间、治疗人数差异无统计学意义(p < 0.05)。双变量分析中p < 0.05的变量输入Cox回归模型。根据醒时PP、性别、年龄、SAPS-3评分、症状发作、肺受累程度、慢性动脉疾病和无创通气对模型进行调整。随着时间的推移,与较低死亡率相关的唯一变量是清醒PP(风险比:0.55;95%置信区间:0.33-0.92)。结论:醒着俯卧位已被证明是一种安全有效的治疗方法,可降低COVID-19患者的死亡率,但不能降低插管风险。
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引用次数: 0
Management strategies and outcomes predictors of interstitial lung disease exacerbation admitted to an intensive care setting: A narrative review. 入住重症监护室的间质性肺疾病加重的管理策略和预后预测因素:一项叙述性回顾
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2025-0013
Ans Alamami

Background: Interstitial lung disease (ILD) is a cluster of diseases that affect the lungs, characterized by different degrees of inflammation and fibrosis within the parenchyma. In the intensive care unit (ICU), ILD poses substantial challenges because of its complicated nature and high morbidity and mortality rates in severe cases. ILD pathophysiology frequently entails persistent inflammation that results in fibrosis, disrupting the typical structure and function of the lung. Patients with ILD frequently experience dyspnea, non-productive cough, and tiredness. In the ICU setting, these symptoms may worsen and lead to signs of acute respiratory failure with significantly impaired gas physiology.

Methodology: A systematic search was conducted in reputable databases, including PubMed, Google Scholar, and Embase. To ensure a comprehensive search, a combination of keywords such as "interstitial lung disease," "intensive care," and "outcomes" was used. Studies published within the last ten years reporting on the outcomes of ILD patients admitted to intensive care included.

Result: Effective management of ILD in an ICU setting is challenging and requires a comprehensive approach to address the triggering factor and providing respiratory support, Hypoxemia severity is a critical predictor of mortality, with lower PaO2/FiO2 ratios during the first three days of ICU admission associated with increased mortality rates. The need for mechanical ventilation, particularly invasive mechanical ventilation (IMV), is a significant predictor of poor outcomes in ILD patients. Additionally, higher positive end-expiratory pressure (PEEP) settings, and severity of illness scores, such as the Acute Physiology and Chronic Health Evaluation (APACHE) score, are also linked to increased mortality. Other poor prognostic factors include the presence of shock and pulmonary fibrosis on computed tomography (CT) images. Among the various types of ILDs, idiopathic pulmonary fibrosis (IPF) is associated with the highest mortality rate. Furthermore, a high ventilatory ratio (VR) within 24 hours after intubation independently predicts ICU mortality.

Conclusion: This literature review points out outcome predictors of interstitial lung disease in intensive care units, which are mainly hypoxemia, the severity of the illness, invasive ventilation, the presence of shock, and the extent of fibrosis on CT Images.

背景:间质性肺病(ILD)是一组影响肺部的疾病,其特征是实质内不同程度的炎症和纤维化。在重症监护病房(ICU), ILD因其复杂性和严重病例的高发病率和死亡率而面临巨大挑战。ILD的病理生理常伴有持续性炎症,导致纤维化,破坏肺的典型结构和功能。ILD患者经常出现呼吸困难、非生产性咳嗽和疲劳。在ICU环境中,这些症状可能恶化并导致急性呼吸衰竭的迹象,并伴有明显的气体生理受损。方法:系统检索了知名数据库,包括PubMed、谷歌Scholar和Embase。为了确保全面的搜索,使用了“间质性肺病”、“重症监护”和“结果”等关键词的组合。过去十年发表的关于ILD患者入住重症监护的结果的研究包括在内。结果:在ICU环境中有效管理ILD是具有挑战性的,需要全面的方法来解决触发因素并提供呼吸支持,低氧血症严重程度是死亡率的关键预测因素,在ICU入院前三天较低的PaO2/FiO2比率与死亡率增加有关。机械通气的需要,特别是有创机械通气(IMV),是ILD患者预后不良的重要预测因素。此外,较高的呼气末正压(PEEP)设置和疾病严重程度评分,如急性生理和慢性健康评估(APACHE)评分,也与死亡率增加有关。其他不良预后因素包括计算机断层扫描(CT)图像上出现休克和肺纤维化。在各种类型的ild中,特发性肺纤维化(IPF)与最高的死亡率相关。此外,插管后24小时内的高通气比(VR)独立预测ICU死亡率。结论:本文献综述指出了重症监护室间质性肺疾病的预后预测因素,主要是低氧血症、病情严重程度、有创通气、有无休克、CT图像纤维化程度。
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引用次数: 0
The use of intraventricular vancomycin in subacute brain abscess in an adolescent male: A case report. 使用室内万古霉素治疗青少年男性亚急性脑脓肿1例报告。
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2024-0046
Tomas Leng, Ibrahim Serhat Karakus

Introduction: Brain abscess is a serious condition in children, leading to rapid deterioration, and permanent neurological damage associated with significant morbidity and mortality. Current management protocols for brain abscesses focus on intravenous antibiotics and surgical excision and drainage.

Case presentation: A 12-year-old adolescent male who had headache and photophobia and was diagnosed with multiple brain abscesses and was refractory to conventional medical and neurosurgical intervention. A single dose of 10 mg vancomycin was administered through endo-ventricular drain, resulting in resolution of abscesses and alleviation of symptoms.

Conclusion: We describe the first instance of intraventricular vancomycin use in the pediatric age group for the treatment of multiple brain abscesses. Given the variability in dosing reported in the literature, our case report warrants further studies to standardize dosage for this rare intervention.

脑脓肿是儿童的一种严重疾病,可导致迅速恶化和永久性神经损伤,并伴有显著的发病率和死亡率。目前脑脓肿的治疗方案主要是静脉注射抗生素和手术切除引流。病例介绍:一名12岁的青少年男性,患有头痛和畏光,被诊断为多发性脑脓肿,常规医学和神经外科治疗无效。万古霉素单剂量10mg通过脑室内引流,导致脓肿消退和症状减轻。结论:我们描述了在儿童年龄组中使用脑室万古霉素治疗多发性脑脓肿的第一例。鉴于文献中报道的剂量差异,我们的病例报告值得进一步研究,以规范这种罕见干预措施的剂量。
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引用次数: 0
Ability to identify patient-ventilator asynchronies in intensive care unit professionals: A multicenter cross-sectional analytical study. 识别重症监护病房专业人员患者-呼吸机不同步的能力:一项多中心横断面分析研究。
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2025-0017
Andrés Mauricio Enríquez Popayán, Iván Ignacio Ramírez, Juan Felipe Zúñiga, Ruvistay Gutierrez-Arias, Mayda Alejandra Jiménez Pérez, Henry Mauricio Parada-Gereda, Luis Fernando Pardo Cocuy, Ana Lucia Rangel Colmenares, Nubia Castro Chaparro, Ana Pinza Ortega, Jorge Martínez Díaz, Johanna Hurtado Laverde, Joismer Alejandro Henao Cruz

Introduction: Patient-ventilator asynchrony (PVA) is frequent in intensive care. Its presence is associated with prolonged days of mechanical ventilation and may lead to increased mortality in the intensive care unit (ICU) and hospital. Little is known about the ability of Colombian intensive care professionals to identify asynchronies, and the factors associated with their correct identification are not apparent.

Aim of the study: To describe the ability of Colombian intensive care professionals to identify patient-ventilator asynchronies (PVA) using waveform analysis. In addition, to define the characteristics associated with correctly detecting PVA.

Material and methods: We conducted a multicenter, cross-sectional, national survey-based study between January and August 2024. Colombian physiotherapists, respiratory therapists, nurses and intensive care physicians from 24 departments participated in the study. An online survey was used. They were asked to identify six different PVAs presented as videos. The videos were displayed using pressure/time and flow/time waveform of a Puritan Bennett 840 ventilator.

Results: We recruited 900 participants, 60% female, most of whom were physiotherapists (53%). Most professionals had specialty training in critical care (42%), and 32% reported having specific PVA training. Double triggering was the most frequently identified PVA (75%). However, only 3.67% of participants recognized all six PVAs. According to multiple logistic regression analysis, working in a mixed unit (OR 2.59; 95% CI 1.19 - 5.54), caring for neonates (OR 5.19; 95% CI 1.77 - 15.20), and having specific training (OR 2.38; 95% CI 1.16 - 4.76) increases the chance of correctly recognizing all PVAs.

Conclusion: In Colombia, a low percentage of professionals recognize all PVAs. Having specific training in this topic, working in mixed ICUs and neonatal intensive care was significantly associated with identifying all PVAs.

患者-呼吸机不同步(PVA)在重症监护中很常见。它的存在与机械通气天数延长有关,并可能导致重症监护病房(ICU)和医院的死亡率增加。人们对哥伦比亚重症监护专业人员识别不同步的能力知之甚少,与他们正确识别相关的因素也不明显。研究目的:描述哥伦比亚重症监护专业人员使用波形分析识别患者-呼吸机不同步(PVA)的能力。此外,定义与正确检测PVA相关的特征。材料和方法:我们在2024年1月至8月期间进行了一项多中心、横断面、全国性的调查研究。来自哥伦比亚24个科室的物理治疗师、呼吸治疗师、护士和重症监护医生参与了这项研究。采用了在线调查。他们被要求识别六种不同的pva作为视频呈现。视频使用清教徒班尼特840呼吸机的压力/时间和流量/时间波形显示。结果:我们招募了900名参与者,60%为女性,其中大多数为物理治疗师(53%)。大多数专业人员接受过重症监护方面的专业培训(42%),32%的人接受过特殊的PVA培训。双重触发是最常见的PVA(75%)。然而,只有3.67%的参与者能够识别所有6种pva。根据多元logistic回归分析,在混合机组工作(OR 2.59;95% CI 1.19 - 5.54),照顾新生儿(OR 5.19;95% CI 1.77 - 15.20),接受过专门培训(OR 2.38;95% CI 1.16 - 4.76)增加了正确识别所有pva的机会。结论:在哥伦比亚,认识到所有pva的专业人员比例很低。在混合重症监护室和新生儿重症监护室工作与识别所有pva显着相关。
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引用次数: 0
Insights into sepsis-induced apoptosis: Interplay between programmed cell death and interleukin-7. 脓毒症诱导的细胞凋亡:程序性细胞死亡和白细胞介素-7之间的相互作用。
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2025-0003
Anca Meda Văsiesiu, Oana Coman, Raluca Stefania Fodor, Anca Bacârea, Bianca-Liana Grigorescu

The pathophysiology of sepsis is orchestrated by a delicate and dynamic interaction between pro-inflammatory and anti-inflammatory responses. Essential factors influencing this process include interleukin-7 (IL-7), the programmed cell death protein 1/programmed death ligand 1 (PD-1/PD-L1) axis, and cellular apoptosis. These elements shape the immune response in sepsis, influencing its progression and outcomes. IL-7 is an important cytokine maintaining lymphocyte function and survival. At the same time, the PD-1/PD-L1 axis acts as a modulatory checkpoint suppressing immune activation to prevent overreaction but can exacerbate immunosuppression during sepsis. Cellular apoptosis impairs the host's ability to mount an effective defence, especially against secondary infections. Despite extensive research, the precise mechanisms through which sepsis results in organ dysfunction and immune dysregulation remain incompletely understood. The global burden of sepsis emphasizes the urgent need for innovative approaches, paving the way for personalized, immune-based therapies. This review aims to delve into and synthesize the current knowledge regarding cellular apoptosis, the regulatory role of the PD-1/PD-L1 axis, and the critical functions of IL-7 in sepsis, with a focus on their underlying mechanisms, clinical relevance, and potential as targets for future immunomodulatory treatments.

脓毒症的病理生理是由促炎和抗炎反应之间微妙和动态的相互作用精心策划的。影响这一过程的关键因素包括白细胞介素-7 (IL-7)、程序性细胞死亡蛋白1/程序性细胞死亡配体1 (PD-1/PD-L1)轴和细胞凋亡。这些因素塑造败血症的免疫反应,影响其进展和结果。IL-7是维持淋巴细胞功能和存活的重要细胞因子。同时,PD-1/PD-L1轴作为抑制免疫激活的调节检查点,以防止过度反应,但在败血症期间可能加剧免疫抑制。细胞凋亡损害了宿主建立有效防御的能力,尤其是对继发性感染的防御能力。尽管进行了广泛的研究,但脓毒症导致器官功能障碍和免疫失调的确切机制仍然不完全清楚。败血症的全球负担强调迫切需要创新方法,为个性化免疫治疗铺平道路。本综述旨在深入和综合目前关于细胞凋亡、PD-1/PD-L1轴的调节作用以及IL-7在脓毒症中的关键功能的知识,重点关注其潜在机制、临床相关性以及作为未来免疫调节治疗靶点的潜力。
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引用次数: 0
Latent class analysis for identification of sub-phenotypes predicting prognosis in hospitalized out-of-hospital cardiac arrest. 院外住院心脏骤停患者亚表型预测预后的潜在分类分析
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2025-0016
Yuki Kishihara, Hideto Yasuda, Masahiro Kashiura, Shunsuke Amagasa, Hiroyuki Tamura, Yutaro Shinzato, Takashi Moriya

Aim of the study: To determine which out-of-hospital cardiac arrest (OHCA) patients should receive advanced treatment is extremely challenging. The objective was to identify sub-phenotypes predicting the prognoses of adult OHCA patients by latent class analysis (LCA) using data up to just after admission.

Material and methods: We conducted a retrospective observational study using multicentre OHCA registry from 95 Japanese hospitals including adult non-traumatic hospitalized OHCA. The primary outcome was 30-day favourable neurological outcome. Our LCA used clinically relevant variables up to just after admission and the optimal class number was determined from clinical importance and Bayesian information criterion. The associations between subphenotypes and outcomes were analysed using univariate logistic regression analysis with odds ratios (ORs) and 95% confidence intervals (CIs).

Results: Our LCA included 2,162 patients and identified four sub-phenotypes. The base excess on hospital arrival had the highest discriminative power. Thirty-day favourable neurological outcomes were observed in 526 patients (24.3%), including 284 (53.8%) in Group 1, 179 (21.2%) in Group 2, 26 (11.4%) in Group 3, and 37 (6.6%) in Group 4. Prehospital return of spontaneous circulation (ROSC) was achieved in 1,009 patients (46.7%), including 379 (81.8%) in Group 1, 340 (40.3%) in Group 2, 115 (50.4%) in Group 3, and 175 (31.1%) in Group 4. Univariate logistic regression analysis for primary outcome using Group 4 as reference revealed ORs (95% CI) of 16.5 (11.4-24.1) in Group 1, 3.83 (2.64-5.56) in Group 2, and 1.83 (1.08-3.10) in Group 3.

Conclusions: Our LCA classified OHCA into four sub-phenotypes showing significant differences for prognosis. In cases who achieved prehospital ROSC, it might be meaningful to continue advanced therapeutic interventions.

研究目的:确定哪些院外心脏骤停(OHCA)患者应该接受进一步治疗是极具挑战性的。目的是通过潜在分类分析(LCA),利用入院后的数据,确定预测成年OHCA患者预后的亚表型。材料和方法:我们使用来自95家日本医院的多中心OHCA登记进行了一项回顾性观察研究,包括成人非创伤性住院OHCA。主要转归为30天有利的神经系统转归。我们的LCA使用临床相关变量直到入院后,最佳类别数是根据临床重要性和贝叶斯信息标准确定的。采用单变量logistic回归分析,采用优势比(ORs)和95%置信区间(CIs)分析亚表型与结果之间的关系。结果:我们的LCA包括2162名患者,并确定了4个亚表型。医院到达时的基数过剩具有最高的判别能力。526例患者(24.3%)观察到30天良好的神经系统预后,其中1组284例(53.8%),2组179例(21.2%),3组26例(11.4%),4组37例(6.6%)。院前自发循环恢复1009例(46.7%),其中13组379例(81.8%),2组340例(40.3%),3组115例(50.4%),4组175例(31.1%)。以第4组为参考,对主要结局进行单因素logistic回归分析显示,第1组的or (95% CI)为16.5(11.4-24.1),第2组为3.83(2.64-5.56),第3组为1.83(1.08-3.10)。结论:我们的LCA将OHCA分为四种亚表型,其预后有显著差异。在达到院前ROSC的病例中,继续进行高级治疗干预可能是有意义的。
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引用次数: 0
Poor clinical outcomes among hospitalized obese patients with COVID-19 are related to inflammation and not respiratory mechanics. 住院的肥胖COVID-19患者的不良临床结果与炎症有关,而与呼吸力学无关。
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-04-30 eCollection Date: 2025-04-01 DOI: 10.2478/jccm-2025-0012
Jordan N Edwards, Tomas Ganz, Elizabeta Nemeth, Emily J Martin, Nicholas J Jackson, Airie Kim

Introduction: The coronavirus disease 2019 (COVID-19) has infected millions of people worldwide resulting in high morbidity and mortality. Obesity is known to cause metabolic derangements and precipitate worse outcomes from viral pneumonia, potentially secondary to increased inflammation and/or altered respiratory mechanics.

Aim of the study: Our study's aim was to examine the relationships among BMI, systemic inflammation, and respiratory mechanics in determining clinical outcomes.

Materials and methods: This retrospective, observational cohort study included 199 adult patients with confirmed COVID-19 who were hospitalized at a quaternary-referral academic health system. Data were manually extracted from electronic medical records, including baseline demographics and clinical profiles, inflammatory markers, measures of respiratory mechanics, and clinical outcomes. We used the rank-sum test to compare the distributions of BMI and inflammatory markers between those with and without specific clinical outcomes, and the Pearson correlation to measure the correlations between BMI and inflammatory markers or respiratory mechanics.

Results: Higher BMI was associated with worse clinical outcomes, including the need for Intensive Care Unit (ICU) admission, invasive mechanical ventilation (IMV), neuromuscular blockade, and prone positioning, particularly in male patients. Inflammation, as measured by C-reactive protein, lactate dehydrogenase (LDH), ferritin, and D-Dimer, was also increased in both male and female patients who required ICU admission, IMV, neuromuscular blockade, and prone positioning. However, only male patients had a positive correlation of LDH and D-Dimer levels with BMI. There was no correlation between BMI and respiratory mechanics, as measured by static compliance and the response to prone positioning.

Conclusions: Our findings suggest that the metabolic dysfunction and systemic inflammation seen in obesity, and not dysfunctional respiratory physiology, drive the negative clinical outcomes seen in this cohort of hospitalized COVID-19 patients.

2019冠状病毒病(COVID-19)已感染全球数百万人,导致高发病率和死亡率。已知肥胖会导致代谢紊乱,并导致病毒性肺炎的更糟糕结果,可能继发于炎症增加和/或呼吸机制改变。研究目的:我们的研究目的是研究BMI、全身性炎症和呼吸力学在决定临床结果方面的关系。材料和方法:这项回顾性、观察性队列研究包括199名在四级转诊学术卫生系统住院的确诊COVID-19成年患者。从电子病历中手动提取数据,包括基线人口统计学和临床概况、炎症标志物、呼吸力学测量和临床结果。我们使用秩和检验来比较有和没有特定临床结局的患者BMI和炎症指标的分布,并使用Pearson相关性来衡量BMI和炎症指标或呼吸力学之间的相关性。结果:较高的BMI与较差的临床结果相关,包括需要重症监护病房(ICU)入院、有创机械通气(IMV)、神经肌肉阻滞和俯卧位,尤其是男性患者。通过c反应蛋白、乳酸脱氢酶(LDH)、铁蛋白和d -二聚体测量,在需要ICU住院、IMV、神经肌肉阻断和俯卧位的男性和女性患者中,炎症也有所增加。然而,只有男性患者LDH和d -二聚体水平与BMI呈正相关。通过静态依从性和俯卧位的反应来衡量,BMI和呼吸力学之间没有相关性。结论:我们的研究结果表明,在这组住院的COVID-19患者中,肥胖患者的代谢功能障碍和全身性炎症,而不是呼吸生理功能障碍,导致了负面的临床结果。
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引用次数: 0
Machine learning to predict extubation success using the spontaneous breathing trial, objective cough measurement, and diaphragmatic contraction velocity: Secondary analysis of the COBRE-US trial. 使用自主呼吸试验、客观咳嗽测量和膈肌收缩速度的机器学习预测拔管成功:COBRE-US试验的二次分析。
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-01-31 eCollection Date: 2025-01-01 DOI: 10.2478/jccm-2025-0009
Fabio Varón-Vega, Eduardo Tuta-Quintero, Adriana Maldonado-Franco, Henry Robayo-Amórtegui, Luis F Giraldo-Cadavid, Daniel Botero-Rosas

Introduction: Determining the optimal timing for extubation in critically ill patients is essential to prevent complications. Predictive models based on Machine Learning (ML) have proven effective in anticipating weaning success, thereby improving clinical outcomes.

Aim of the study: The study aimed to evaluate the predictive capacity of five ML techniques, both supervised and unsupervised, applied to the spontaneous breathing trial (SBT), objective cough measurement (OCM), and diaphragmatic contraction velocity (DCV) to estimate a favorable outcome of SBT and extubation in critically ill patients.

Material and methods: A post hoc analysis conducted on the COBRE-US study. The study included ICU patients who underwent evaluation of SBT, OCM, and DCV. Five ML techniques were applied: unsupervised and supervised to the data in both a training group and a test group. The diagnostic performance of each method was determined using accuracy.

Results: In predicting SBT success, all supervised methods displayed the same accuracy in the training group (77.3%) and in the test group (69.6%). In predicting extubation success, decision trees demonstrated the highest diagnostic accuracy, 89.8% for the training group and 95.7% for the test group. The other supervised methods also showed a good diagnostic accuracy: 85.9% for the training group and 93.5% for the test group.

Conclusions: In predictive models using OCM, DCV, and SBT as input variables through five ML techniques, decision trees and artificial neural networks demonstrated the best diagnostic performance. This suggests that these models can effectively classify patients who are likely to succeed in SBT and extubation during the weaning process from mechanical ventilation.

确定危重患者拔管的最佳时机对预防并发症至关重要。基于机器学习(ML)的预测模型已被证明可以有效预测断奶成功率,从而改善临床结果。研究目的:本研究旨在评估五种有监督和无监督的ML技术在自主呼吸试验(SBT)、客观咳嗽测量(OCM)和膈肌收缩速度(DCV)中的预测能力,以估计危重患者采用SBT和拔管的有利结果。材料和方法:对COBRE-US研究进行事后分析。该研究纳入了接受SBT、OCM和DCV评估的ICU患者。在训练组和测试组的数据中应用了五种ML技术:无监督和监督。每种方法的诊断性能都是通过准确性来确定的。结果:在预测SBT成功率方面,所有监督方法在训练组(77.3%)和试验组(69.6%)中显示出相同的准确性。在预测拔管成功率时,决策树显示出最高的诊断准确率,训练组为89.8%,试验组为95.7%。其他监督方法也显示出良好的诊断准确性:训练组为85.9%,试验组为93.5%。结论:在使用OCM、DCV和SBT作为输入变量的预测模型中,通过五种ML技术,决策树和人工神经网络表现出最好的诊断性能。这表明这些模型可以有效地对机械通气脱机过程中可能成功进行SBT和拔管的患者进行分类。
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引用次数: 0
Association between hospital case volume and mortality in pediatric sepsis: A retrospective observational study using a Japanese nationwide inpatient database. 儿童败血症住院病例量与死亡率之间的关系:一项使用日本全国住院患者数据库的回顾性观察性研究。
IF 0.9 Q4 CRITICAL CARE MEDICINE Pub Date : 2025-01-31 eCollection Date: 2025-01-01 DOI: 10.2478/jccm-2025-0006
Shingo Ohki, Makoto Otani, Shinichi Tomioka, Kosaku Komiya, Hideki Kawamura, Taka-Aki Nakada, Satoshi Nakagawa, Shinya Matsuda, Nobuaki Shime

Introduction: The survival benefits of treatment at high-volume hospitals (HVHs) are well-documented for several critical pediatric conditions. However, their impact on pediatric sepsis, a leading cause of mortality among children, remains understudied.

Aim of the study: To investigate the association between hospital case volume and mortality rates in pediatric sepsis.

Material and methods: We conducted a retrospective cohort study using data from the Diagnosis Procedure Combination database. The study included patients who met the following criteria: 1) aged 28 days to 17 years; 2) discharged from the hospital between April 2014 and March 2018; 3) had a sepsis diagnosis coded under the International Classification of Diseases, 10th revision; 4) underwent blood cultures on hospital admission day (day 0) or day 1; 5) received antimicrobial agents on day 0 or 1; and 6) required at least one organ support measure (e.g., mechanical ventilation or vasopressors) on day 0 or 1. Hospitals were categorized by case volume during the study period, with HVHs defined as those in the highest quartile and low-volume hospitals (LVHs) as those in the remaining quartiles. In-hospital mortality rates between HVH and LVH groups were compared using mixed-effects logistic regression analysis with propensity score (PS) matching.

Results: A total of 934 pediatric patients were included in the study, with an overall in-hospital mortality rate of 16.1%. Of them, 234 were treated at 5 HVHs (≥26 patients in 4 years), and 700 at 234 LVHs (<26 patients in 4 years). Upon PS matching, patients treated at HVHs demonstrated significantly lower odds of in-hospital mortality compared with those treated at LVHs (odds ratio, 0.42; 95% confidence interval, 0.22-0.80; P = 0.008).

Conclusions: In pediatric patients with sepsis, treatment at HVHs was associated with lower odds of in-hospital mortality.

引言:在大容量医院(HVHs)治疗的生存益处是有充分证据的几种关键儿科疾病。然而,它们对儿童败血症(儿童死亡的主要原因)的影响仍未得到充分研究。研究目的:探讨儿童败血症住院病例量与死亡率之间的关系。材料和方法:我们使用来自诊断程序组合数据库的数据进行了一项回顾性队列研究。该研究纳入了符合以下标准的患者:1)年龄28天至17岁;2) 2014年4月至2018年3月出院;3)败血症诊断编码为《国际疾病分类》第十版;4)入院当天(第0天)或第1天接受血培养;5)第0天或第1天使用抗菌药物;6)在第0天或第1天需要至少一种器官支持措施(如机械通气或血管加压药物)。在研究期间,医院按病例量进行分类,高容量医院定义为最高四分位数的医院,低容量医院(LVHs)定义为其余四分位数的医院。采用倾向评分(PS)匹配的混合效应logistic回归分析比较HVH组和LVH组的住院死亡率。结果:本研究共纳入934例儿科患者,总体住院死亡率为16.1%。其中,234人在5个HVHs接受治疗(4年内≥26例),700人在234个LVHs接受治疗(结论:在患有败血症的儿科患者中,在HVHs接受治疗与较低的住院死亡率相关)。
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引用次数: 0
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Journal of Critical Care Medicine
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