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Timing of adjunctive vasopressin initiation for septic shock patients and hospital mortality: A multicentre observational study 感染性休克患者辅助抗利尿激素起始时间和住院死亡率:一项多中心观察性研究
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 DOI: 10.1016/j.ccrj.2024.09.002
Kyle C. White MBBS MPH , Rahul Costa-Pinto FCICM , Anis Chaba MD , Philippa McIlroy MBBS FCICM , Siva Senthuran MBBS FCICM , Stephen Luke MBBS FCICM , Antony G. Attokaran MBBS FCICM , Peter Garrett MBBS FCICM , Mahesh Ramanan MBBS FCICM , Alexis Tabah MD FCICM , Kiran Shekar MBBS PhD , Kevin B. Laupland MS PhD , Hayden White FCICM PhD , James McCullough CFCICM MMed , Andrew Udy FCICM PhD , Glenn Eastwood MD PhD , Rinaldo Bellomo MD PhD

Objective

The optimal timing of vasopressin initiation as an adjunctive vasopressor remains unclear. We aimed to study the association between the timing of vasopressin commencement, pre-specified physiological parameters, and hospital mortality.

Design

We conducted a multicentre, retrospective, observational study.

Setting

Twelve ICUs in Queensland, Australia between January 2015 and December 2021.

Participants

Adult patients with septic shock who received vasopressin as an adjunctive vasopressor within 72 hours of ICU admission.

Main Outcome

Hospital mortality.

Results

Overall, 2747 patients fulfilled the inclusion criteria. Of these, 1850 (67%) started vasopressin within six hours of vasopressor therapy start, while 897 (33%) started vasopressin between six hours and 72 hours. APACHE III score, peak lactate, and creatinine were higher in the early start group. Early vasopressin start was independently associated with decreased hospital mortality (aOR = 0.69, 95% CI = 0.57-0.83). Vasopressin infusion start was also associated with an immediate decrease in the noradrenaline-equivalent dose regardless of timing. There was a statistically significant favourable breakpoint at vasopressin start for the course of arterial pH, lactate, heart rate and crystalloid infusion rate (p<0.001).

Conclusions

In patients with septic shock, early adjunctive vasopressin initiation was independently associated with lower hospital mortality. Vasopressin starting at any time was also associated with reduced tachycardia, acidosis, and hyperlactatemia.
目的:抗利尿激素作为辅助抗利尿激素的最佳起始时间尚不清楚。我们的目的是研究抗利尿激素开始使用的时间、预先规定的生理参数和住院死亡率之间的关系。设计:我们进行了一项多中心、回顾性、观察性研究。背景:2015年1月至2021年12月期间,澳大利亚昆士兰州的12个icu。参与者:感染性休克的成年患者,在ICU入院72小时内接受血管加压素作为辅助血管加压素。主要结局:医院死亡率。结果:2747例患者符合纳入标准。其中,1850例(67%)在抗利尿激素治疗开始的6小时内开始使用抗利尿激素,而897例(33%)在6小时至72小时内开始使用抗利尿激素。早开始组APACHE III评分、乳酸峰值和肌酐较高。抗利尿激素早期使用与住院死亡率降低独立相关(aOR = 0.69, 95% CI = 0.57-0.83)。抗利尿激素输注开始也与去甲肾上腺素当量剂量的立即减少有关,与时间无关。在动脉pH值、乳酸、心率和晶体输注速率的过程中,抗利尿激素开始时有一个具有统计学意义的有利断点(结论:在感染性休克患者中,早期辅助抗利尿激素开始与较低的住院死亡率独立相关。任何时间开始的抗利尿激素也与心动过速、酸中毒和高乳酸血症的减少有关。
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引用次数: 0
Olanzapine versus quetiapine in critically ill patients with hyperactive delirium: Protocol for a multicentre, cluster-randomised, double-crossover, pragmatic clinical trial (CALM-ICU) 奥氮平与喹硫平在危重症多活动性谵妄患者中的应用:多中心、集群随机、双交叉、实用临床试验(CALM-ICU)的方案
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 DOI: 10.1016/j.ccrj.2024.08.003
Melissa J. Ankravs BPharm MClinPharm , Andrew Udy FCICM PhD , Rinaldo Bellomo MD PhD , Jeffrey J. Presneill MBBS PhD , Laura Adams RN , Yasmine Ali Abdelhamid MBBS PhD FRACP FCICM , Michael Bailey PhD , Jasmin Board RN PostGradDipNurs (ICU) MPH , Kathleen Byrne RN MNSc , Glenn Eastwood RN PhD , Maurice Le Guen MBBS MPH , Emma-Leah Martin BPharmSc MPH , Mark P. Plummer MBBS PhD , Megan Richardson BPharm GradDipClinPharm , Lucy Sharrock BPharm MHA , Meredith Young RN MPH , Adam M. Deane MBBS PhD

Background

Patients in the intensive care unit (ICU) frequently develop hyperactive delirium, which may be accompanied by behaviour that increases clinical risks to themselves as well as other patients and staff. There is a paucity of evidence to inform the urgent enteral administration of antipsychotic drugs to treat such hyperactive delirium and behavioural disturbances.

Objective

The aim of this study is to test the efficacy and safety of administering enteral olanzapine when compared to quetiapine in critically ill patients with hyperactive delirium.

Design, setting, participants, and interventions

This is a cluster-randomised, double-crossover, clinical trial. Critically ill adult patients admitted to three tertiary Australian intensive care units over a 12-month period will be eligible. Randomisation will occur at the site level, with allocation to open-label olanzapine or quetiapine use over four treatment periods of 3-month duration.

Main outcome measure

The primary outcome and days alive and delirium-/coma-free (censored at 14 days post enrolment) will be analysed using median quantile regression accounting for clustering at sites' level and time period and treatment order.

Results and conclusion

This trial will compare the effect of enteral olanzapine to quetiapine in critically ill adults with hyperactive delirium on an important indicator of patient outcome.
背景:重症监护病房(ICU)的患者经常出现多动性谵妄,这可能伴随着对自己以及其他患者和工作人员增加临床风险的行为。缺乏证据表明,紧急肠内注射抗精神病药物来治疗这种过度活跃的谵妄和行为障碍。目的:本研究的目的是比较奥氮平与奎硫平对重症多动症谵妄患者的疗效和安全性。设计设置参与者和干预措施:这是一项集群随机、双交叉的临床试验。在澳大利亚三级重症监护病房住院12个月以上的危重成人患者将符合资格。随机化将在部位水平进行,分配给开放标签的奥氮平或喹硫平,为期4个疗程,持续时间为3个月。主要转归指标:主要转归指标、存活天数和无谵妄/昏迷天数(入组后14天剔除)将采用中位数分位数回归分析,考虑位点水平、时间段和治疗顺序的聚类。结果和结论:本试验将比较奥氮平和奎硫平对患有多动症的危重成人患者预后的重要指标的影响。
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引用次数: 0
Anticoagulation and associated complications in veno-arterial extracorporeal membrane oxygenation in adult patients: A systematic review and meta-analysis 成人患者静脉-动脉体外膜氧合中的抗凝及相关并发症:系统回顾和荟萃分析。
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 DOI: 10.1016/j.ccrj.2024.10.003
Ruan Vlok MBBS , Hergen Buscher FCICM , Anthony Delaney FCICM, PhD , Tessa Garside FCICM, PhD , Gabrielle McDonald MD , Richard Chatoor MD , John Myburgh FCICM, PhD , Priya Nair FCICM, PhD

Objective

To describe the incidence of bleeding and thrombotic complications in VA-ECMO according to anticoagulation strategy.

Design

This systematic review and meta-analysis included randomised controlled trials (RCTs) and observational studies reporting bleeding and thrombotic complications in VA-ECMO. The incidence of primary outcomes according to anticoagulation drug and monitoring test was described.

Data sources

CENTRAL, MEDLINE, Embase and CINAHL (2010–January 2024).

Review methods

Data was extracted using Covidence. A meta-analysis of proportions was performed using STATA MP v18.1 metaprop.

Results

We included 159 studies with 21,942 patients. No studies were at low risk of bias. The incidence of major bleeding or thrombotic events was similar among heparin-, bivalirudin- and anticoagulation-free cohorts. The pooled incidence of major bleeding and thrombotic complications were 40% (95%CI 36–44, I2 = 97.12) and 17% (95%CI 14–19, I2 = 92.60%), respectively. The most common bleeding site was thoracic. The most common ischaemic complication was limb ischaemia. The incidences of major bleeding or thrombotic events, intracranial haemorrhage and ischaemic stroke were similar among all monitoring tests. Mechanical unloading was associated with a high incidence of major bleeding events (60%, 95%CI 43–77, I2 = 93.32), and ischaemic strokes (13%, 95%CI 7–19, I2 = 81.80).

Conclusions

Available literature assessing the association between anticoagulation strategies in VA-ECMO, and bleeding and thrombosis is of limited quality. We identified a substantially higher incidence of major bleeding events than a previous meta-analysis. Limited numbers of patients anticoagulated with alternatives to heparin were reported. Patients with additional mechanical LV unloading represent a cohort at particular risk of bleeding and thrombotic complications.
目的:根据抗凝策略描述VA-ECMO出血及血栓并发症的发生率。设计:本系统综述和荟萃分析包括随机对照试验(rct)和观察性研究,报告了VA-ECMO中出血和血栓形成并发症。根据抗凝药物和监测试验描述主要结局的发生率。数据来源:CENTRAL, MEDLINE, Embase和CINAHL(2010- 2024年1月)。回顾方法:使用covid - ence提取数据。采用STATA MP v18.1 meta- prop对比例进行meta分析。结果:我们纳入159项研究,21,942例患者。没有低偏倚风险的研究。肝素组、比伐鲁定组和无抗凝组中大出血或血栓事件的发生率相似。大出血和血栓形成并发症的合并发生率分别为40% (95%CI 36-44, I2 = 97.12)和17% (95%CI 14-19, I2 = 92.60%)。最常见的出血部位是胸部。最常见的缺血并发症是肢体缺血。在所有监测试验中,大出血或血栓形成事件、颅内出血和缺血性脑卒中的发生率相似。机械卸荷与大出血事件(60%,95%CI 43-77, I2 = 93.32)和缺血性卒中(13%,95%CI 7-19, I2 = 81.80)的高发相关。结论:评估VA-ECMO抗凝策略与出血和血栓形成之间关系的现有文献质量有限。我们发现大出血事件的发生率比之前的荟萃分析高得多。据报道,使用肝素替代抗凝治疗的患者数量有限。附加机械性左室卸荷的患者是一个具有特殊出血和血栓并发症风险的队列。
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引用次数: 0
Efficacy and safety of guanfacine in hospitalized patients with delirium: A scoping review 胍法辛治疗谵妄住院患者的疗效和安全性:一项范围综述。
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 DOI: 10.1016/j.ccrj.2024.08.009
Nuttapol Pattamin MD , Atthaphong Phongphithakchai MD , Sofia Spano MD , Akinori Maeda MD , Anis Chaba MD , Yukiko Hikasa MD , Rinaldo Bellomo MD, PhD, FRACP, FCICM

Objective

To assess current evidence regarding guanfacine use in hospitalized patients with delirium.

Introduction

Delirium is a common and important complication of critical illness. Central alpha-2 agonists are often used for symptomatic management. Guanfacine is an enteral central alpha-2 agonist approved for the treatment of attention deficit hyperactivity disorders. However, its use for delirium treatment has not been systematically assessed.

Inclusion criteria

All studies of guanfacine to treat patients with delirium during hospitalization. We excluded reviews, letters, commentaries, correspondence, conference abstracts, expert opinions or editorials.

Methods

We performed a systematic search of the literature using: MEDLINE (Ovid), Embase (Ovid), CENTRAL and SCOPUS (Elsevier) from inception until 29 February, 2024. Two independent reviewers assessed the identified citations and abstracts. Data on study and patient characteristics, as well as efficacy and safety outcomes, were extracted. Efficacy was defined by guanfacine's ability to relieve delirium and improve clinical outcomes, including intensive care unit (ICU) length of stay (LOS), hospital LOS, and mortality. Safety was assessed for hemodynamic stability or other reported side effects.

Results

We screened 908 articles and included two case reports, one case series, two retrospective descriptive cohorts, and one retrospective analytic cohort. Guanfacine therapy was associated with delirium attenuation and a reduction in the use of sedative agents. Median dosage was 1.5 mg daily, with a median time to delirium improvement of 3 days. However, guanfacine therapy was not associated with decreased ICU or hospital LOS. The most frequently reported adverse events were mild hypotension and bradycardia.

Conclusion

There is limited data on the efficacy of guanfacine for the treatment of delirium. However, given its pharmacologic properties and its available safety data, controlled investigations may be justified.
目的:评价目前关于住院谵妄患者使用胍法辛的证据。谵妄是危重症常见而重要的并发症。中枢α -2激动剂常用于症状治疗。胍法辛是一种经批准用于治疗注意缺陷多动障碍的肠内中枢α -2激动剂。然而,其在谵妄治疗中的应用尚未得到系统评估。纳入标准:所有使用胍法辛治疗住院期间谵妄患者的研究。我们排除了综述、信件、评论、通信、会议摘要、专家意见或社论。方法:采用MEDLINE (Ovid)、Embase (Ovid)、CENTRAL和SCOPUS(爱思唯尔)系统检索自成立至2024年2月29日的文献。两名独立审稿人评估了确定的引文和摘要。提取了有关研究和患者特征以及疗效和安全性结果的数据。疗效的定义是胍法辛缓解谵妄和改善临床结果的能力,包括重症监护病房(ICU)住院时间(LOS)、医院LOS和死亡率。安全性评估为血流动力学稳定性或其他报告的副作用。结果:我们筛选了908篇文章,包括2篇病例报告、1个病例系列、2个回顾性描述性队列和1个回顾性分析队列。胍法辛治疗与谵妄衰减和镇静药使用减少有关。中位剂量为每日1.5 mg,到谵妄改善的中位时间为3天。然而,胍法辛治疗与ICU或医院LOS的降低无关。最常见的不良事件是轻度低血压和心动过缓。结论:胍法辛治疗谵妄的疗效资料有限。然而,考虑到其药理学特性和现有的安全性数据,对照研究可能是合理的。
{"title":"Efficacy and safety of guanfacine in hospitalized patients with delirium: A scoping review","authors":"Nuttapol Pattamin MD ,&nbsp;Atthaphong Phongphithakchai MD ,&nbsp;Sofia Spano MD ,&nbsp;Akinori Maeda MD ,&nbsp;Anis Chaba MD ,&nbsp;Yukiko Hikasa MD ,&nbsp;Rinaldo Bellomo MD, PhD, FRACP, FCICM","doi":"10.1016/j.ccrj.2024.08.009","DOIUrl":"10.1016/j.ccrj.2024.08.009","url":null,"abstract":"<div><h3>Objective</h3><div>To assess current evidence regarding guanfacine use in hospitalized patients with delirium.</div></div><div><h3>Introduction</h3><div>Delirium is a common and important complication of critical illness. Central alpha-2 agonists are often used for symptomatic management. Guanfacine is an enteral central alpha-2 agonist approved for the treatment of attention deficit hyperactivity disorders. However, its use for delirium treatment has not been systematically assessed.</div></div><div><h3>Inclusion criteria</h3><div>All studies of guanfacine to treat patients with delirium during hospitalization. We excluded reviews, letters, commentaries, correspondence, conference abstracts, expert opinions or editorials.</div></div><div><h3>Methods</h3><div>We performed a systematic search of the literature using: MEDLINE (Ovid), Embase (Ovid), CENTRAL and SCOPUS (Elsevier) from inception until 29 February, 2024. Two independent reviewers assessed the identified citations and abstracts. Data on study and patient characteristics, as well as efficacy and safety outcomes, were extracted. Efficacy was defined by guanfacine's ability to relieve delirium and improve clinical outcomes, including intensive care unit (ICU) length of stay (LOS), hospital LOS, and mortality. Safety was assessed for hemodynamic stability or other reported side effects.</div></div><div><h3>Results</h3><div>We screened 908 articles and included two case reports, one case series, two retrospective descriptive cohorts, and one retrospective analytic cohort. Guanfacine therapy was associated with delirium attenuation and a reduction in the use of sedative agents. Median dosage was 1.5 mg daily, with a median time to delirium improvement of 3 days. However, guanfacine therapy was not associated with decreased ICU or hospital LOS. The most frequently reported adverse events were mild hypotension and bradycardia.</div></div><div><h3>Conclusion</h3><div>There is limited data on the efficacy of guanfacine for the treatment of delirium. However, given its pharmacologic properties and its available safety data, controlled investigations may be justified.</div></div>","PeriodicalId":49215,"journal":{"name":"Critical Care and Resuscitation","volume":"26 4","pages":"Pages 286-294"},"PeriodicalIF":1.4,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11704153/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142957527","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
Severe intensive care unit–acquired hypernatraemia: Prevalence, risk factors, trajectory, management, and outcome 重症监护病房获得性高钠血症:患病率、危险因素、发展轨迹、管理和结果。
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 DOI: 10.1016/j.ccrj.2024.09.004
Anis Chaba MD , Atthaphong Phongphithakchai MD , Oscar Pope MD , Sam Rajapaksha MD , Pratibha Ranjan MD , Akinori Maeda MD, PhD , Sofia Spano MD , Yukiko Hikasa MD , Glenn Eastwood RN, PhD , Nuttapol Pattamin MD , Nuanprae Kitisin MD , Ahmad Nasser MD , Kyle C. White MD, PhD , Rinaldo Bellomo MD, PhD , Severe Hypernatremia Assessment, Resolution, and Eradication (SHARE) Investigators

Background

Severe intensive care unit–acquired hypernatraemia (ICU-AH) is a serious complication of critical illness. However, there is no detailed information on how this condition develops.

Objectives

The objective of this study was to study the prevalence, risk factors, trajectory, management, and outcome of severe ICU-AH (≥155 mmol·L−1).

Methods

A retrospective study was conducted in a 40-bed ICU in a university-affiliated hospital. Assessment of sodium levels, factors associated with severe ICU-AH, urinary electrolyte measurements, water therapy, fluid balance, correction rate, and delirium was made.

Results

We screened 11,642 ICU admissions and identified 109 patients with severe ICU-AH. The median age was 57 years, 63% were male, and the median Acute Physiology and Chronic Health Evaluation III score was 64 (52; 80). On the day of ICU admission, 64% of patients were ventilated; 71% received vasopressors, and 22% had acute kidney injury. The median peak sodium level was 158 (156; 161) mmolL−1 at a median of 4 (1; 11) days after ICU admission. Only eight patients (7%) had urine sodium measurement (median concentration: 17 mmol·L−1). On the day of peak hypernatraemia, 80% of patients were unable to drink due to invasive ventilation; 34% were on diuretics; 25% had fever, and 50% did not receive hypotonic fluids. When available, the median electrolyte-free water clearance was −1.1 L (−1.7; −0.5), representing half of the urine output. After peak hypernatraemia, the correction rate was −2.8 mmol·L−1 per day (95% confidence interval: [-2.9 to −2.6]) during the first 3 d.

Conclusions

Severe hypernatraemia occurred in the setting of inability to drink, near-absent measurement of urinary free water losses, diuretic therapy, fever, renal impairment, and near-absent or limited or delayed water administration. Correction was slow.
背景:重症监护病房获得性高钠血症(ICU-AH)是危重症的严重并发症。然而,没有关于这种情况如何发展的详细信息。目的:本研究的目的是研究重症ICU-AH(≥155 mmol·L-1)的患病率、危险因素、发展轨迹、管理和结局。方法:对某大学附属医院40张床位的ICU进行回顾性研究。评估钠水平、重症ICU-AH相关因素、尿电解质测量、水治疗、体液平衡、矫正率和谵妄。结果:我们筛选了11,642例ICU入院患者,确定了109例重症ICU- ah患者。中位年龄为57岁,63%为男性,急性生理和慢性健康评估III评分中位为64分(52分;80)。入院当天,64%的患者进行了通气;71%接受血管加压药物治疗,22%发生急性肾损伤。钠含量峰值中位数为158 (156;161) mmol -1,中位数为4 (1;入住ICU后11天。只有8例(7%)患者检测了尿钠(中位浓度:17 mmol·L-1)。高钠血症高峰当日,80%患者因有创通气无法饮水;34%的患者服用利尿剂;25%有发热,50%未接受低渗液。当可用时,无电解质水间隙的中位数为-1.1 L (-1.7;-0.5),占尿量的一半。在高峰高钠血症后,前3 d的纠正率为-2.8 mmol·L-1 /天(95%可信区间:[-2.9至-2.6])。结论:严重高钠血症发生在不能喝水、几乎没有尿游离水损失测量、利尿剂治疗、发烧、肾功能损害以及几乎没有或有限或延迟给水的情况下。修正是缓慢的。
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引用次数: 0
Natural language processing in the intensive care unit: A scoping review 重症监护室的自然语言处理:范围综述
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-09-01 DOI: 10.1016/j.ccrj.2024.06.008
Julia K. Pilowsky RN, PhD , Jae-Won Choi MBiomedE, BE (Comp), BE-Health (HI) (ProfHons) , Aldo Saavedra PhD , Maysaa Daher BPsych, MAppStats , Nhi Nguyen MBBS, FCICM , Linda Williams RN, MHealthManagement , Sarah L. Jones RN, Grad Dip Ed (Nursing), Grad Cert (ICU)

Objectives

Natural language processing (NLP) is a branch of artificial intelligence focused on enabling computers to interpret and analyse text-based data. The intensive care specialty is known to generate large volumes of data, including free-text, however, NLP applications are not commonly used either in critical care clinical research or quality improvement projects. This review aims to provide an overview of how NLP has been used in the intensive care specialty and promote an understanding of NLP's potential future clinical applications.

Design

Scoping review.

Data sources

A systematic search was developed with an information specialist and deployed on the PubMed electronic journal database. Results were restricted to the last 10 years to ensure currency.

Review methods

Screening and data extraction were undertaken by two independent reviewers, with any disagreements resolved by a third. Given the heterogeneity of the eligible articles, a narrative synthesis was conducted.

Results

Eighty-seven eligible articles were included in the review. The most common type (n = 24) were studies that used NLP-derived features to predict clinical outcomes, most commonly mortality (n = 16). Next were articles that used NLP to identify a specific concept (n = 23), including sepsis, family visitation and mental health disorders. Most studies only described the development and internal validation of their algorithm (n = 79), and only one reported the implementation of an algorithm in a clinical setting.

Conclusions

Natural language processing has been used for a variety of purposes in the ICU context. Increasing awareness of these techniques amongst clinicians may lead to more clinically relevant algorithms being developed and implemented.

目标自然语言处理(NLP)是人工智能的一个分支,主要是让计算机能够解释和分析基于文本的数据。众所周知,重症监护专业会产生包括自由文本在内的大量数据,但在重症监护临床研究或质量改进项目中,NLP 应用并不常用。本综述旨在概述 NLP 在重症监护专业中的应用情况,并促进对 NLP 未来潜在临床应用的了解。为确保时效性,搜索结果仅限于过去 10 年内。综述方法由两名独立的综述员进行筛选和数据提取,如有任何分歧,则由第三名综述员解决。鉴于符合条件的文章存在异质性,因此进行了叙述性综合。最常见的类型(n = 24)是使用 NLP 衍生特征预测临床结果的研究,最常见的是预测死亡率(n = 16)。其次是使用 NLP 识别特定概念的文章(23 篇),包括败血症、探亲和精神疾病。大多数研究只描述了算法的开发和内部验证(n = 79),只有一项研究报告了算法在临床环境中的实施情况。提高临床医生对这些技术的认识可能会开发和实施更多与临床相关的算法。
{"title":"Natural language processing in the intensive care unit: A scoping review","authors":"Julia K. Pilowsky RN, PhD ,&nbsp;Jae-Won Choi MBiomedE, BE (Comp), BE-Health (HI) (ProfHons) ,&nbsp;Aldo Saavedra PhD ,&nbsp;Maysaa Daher BPsych, MAppStats ,&nbsp;Nhi Nguyen MBBS, FCICM ,&nbsp;Linda Williams RN, MHealthManagement ,&nbsp;Sarah L. Jones RN, Grad Dip Ed (Nursing), Grad Cert (ICU)","doi":"10.1016/j.ccrj.2024.06.008","DOIUrl":"10.1016/j.ccrj.2024.06.008","url":null,"abstract":"<div><h3>Objectives</h3><p>Natural language processing (NLP) is a branch of artificial intelligence focused on enabling computers to interpret and analyse text-based data. The intensive care specialty is known to generate large volumes of data, including free-text, however, NLP applications are not commonly used either in critical care clinical research or quality improvement projects. This review aims to provide an overview of how NLP has been used in the intensive care specialty and promote an understanding of NLP's potential future clinical applications.</p></div><div><h3>Design</h3><p>Scoping review.</p></div><div><h3>Data sources</h3><p>A systematic search was developed with an information specialist and deployed on the PubMed electronic journal database. Results were restricted to the last 10 years to ensure currency.</p></div><div><h3>Review methods</h3><p>Screening and data extraction were undertaken by two independent reviewers, with any disagreements resolved by a third. Given the heterogeneity of the eligible articles, a narrative synthesis was conducted.</p></div><div><h3>Results</h3><p>Eighty-seven eligible articles were included in the review. The most common type (n = 24) were studies that used NLP-derived features to predict clinical outcomes, most commonly mortality (n = 16). Next were articles that used NLP to identify a specific concept (n = 23), including sepsis, family visitation and mental health disorders. Most studies only described the development and internal validation of their algorithm (n = 79), and only one reported the implementation of an algorithm in a clinical setting.</p></div><div><h3>Conclusions</h3><p>Natural language processing has been used for a variety of purposes in the ICU context. Increasing awareness of these techniques amongst clinicians may lead to more clinically relevant algorithms being developed and implemented.</p></div>","PeriodicalId":49215,"journal":{"name":"Critical Care and Resuscitation","volume":"26 3","pages":"Pages 210-216"},"PeriodicalIF":1.4,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1441277224000243/pdfft?md5=baca71f4ef8b264efa157f45c9f3f932&pid=1-s2.0-S1441277224000243-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142230444","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
Response to: “More than one pathway: ECMO training and credentialing” 回应:"不止一条途径:ECMO 培训和资格认证"
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-09-01 DOI: 10.1016/j.ccrj.2024.07.001
Stuart C. Duffin BMedSci, MBBS, FCICM, DESA, EDIC, Judith H. Askew BAppSci, MBBS, FCICM, Timothy J. Southwood MBBS, MSc, FCICM, Paul Forrest MBCHB, FANZCA, Brian Plunkett MBChB, FRACS, Richard J. Totaro MBBS, FRACP, FCICM
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引用次数: 0
Management of severe acute respiratory distress syndrome in Australia and New Zealand (SAGE-ANZ): An observational study 澳大利亚和新西兰严重急性呼吸窘迫综合征的管理(SAGE-ANZ):观察研究
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-09-01 DOI: 10.1016/j.ccrj.2024.05.001
Rachael L. Parke RN, PhD , Shay P. McGuinness MBChB , Alana Cavadino PhD , Keri-Anne Cowdrey RN, MN , Samantha Bates RN, MN , Shailesh Bihari MBBS, PhD , Amanda Corley RN, PhD , Eileen Gilder RN, PhD , Carol Hodgson PhD , Edward Litton MBChB, PhD , Colin McArthur MBChB , Alistair Nichol MBBCh, PhD , Jane Parker RN, MPH , Anne Turner RN, MPH , Steve Webb MBBS, PhD , Frank MP. Van Haren MD, PhD , SAGE-ANZ Study Investigators and the Australia and New Zealand Intensive Care Society Clinical Trials Group

Objective

Acute respiratory distress syndrome (ARDS) is associated with significant mortality, morbidity, and cost. We aimed to describe characteristics and management of adult patients admitted to intensive care units (ICUs) in Australia and New Zealand with moderate-severe ARDS, to better understand contemporary practice.

Design

Bi-national, prospective, observational, multi-centre study.

Setting

19 ICUs in Australia and New Zealand.

Participants

Mechanically ventilated patients with moderate-severe ARDS.

Main outcome measures

Baseline demographic characteristics, ventilation characteristics, use of adjunctive support therapy and all-cause mortality to day 28. Data were summarised using descriptive statistics.

Results

200 participants were enrolled, mean (±SD) age 55.5 (±15.9) years, 40% (n = 80) female. Around half (51.5%) had no baseline comorbidities and 45 (31%) tested positive for COVID-19. On day 1, mean SOFA score was 9 ± 3; median (IQR) PaO2/FiO2 ratio 119 (89, 142), median (IQR) FiO2 70% (50%, 99%) and mean (±SD) positive end expiratory pressure (PEEP) 11 (±3) cmH2O. On day one, 10.5% (n = 21) received lung protective ventilation (LPV) (tidal volume ≤6.5 mL/kg predicted body weight and plateau pressure or peak pressure ≤30 cm H2O). Adjunctive therapies were received by 86% (n = 172) of patients at some stage from enrolment to day 28. Systemic steroids were most used (n = 127) followed by neuromuscular blockers (n = 122) and prone positioning (n = 27). Median ventilator-free days (IQR) to day 28 was 5 (0, 20). In-hospital mortality, censored at day 28, was 30.5% (n = 61).

Conclusions

In Australia and New Zealand, compliance with evidence-based practices including LPV and prone positioning was low in this cohort. Therapies with proven benefit in the treatment of patients with moderate-severe ARDS, such as lung protective ventilation and prone positioning, were not routinely employed.

目的急性呼吸窘迫综合征(ARDS)与严重的死亡率、发病率和成本相关。我们旨在描述澳大利亚和新西兰重症监护病房(ICU)收治的中重度ARDS成人患者的特征和管理情况,以便更好地了解当代的实践。结果200名参与者,平均(±SD)年龄为55.5(±15.9)岁,40%(n = 80)为女性。约半数(51.5%)患者无基线合并症,45人(31%)COVID-19检测呈阳性。第一天,平均 SOFA 评分为 9 ± 3;PaO2/FiO2 比率中位数(IQR)为 119(89,142),FiO2 中位数(IQR)为 70%(50%,99%),呼气末正压(PEEP)平均值(±SD)为 11(±3)cmH2O。第一天,10.5%(n = 21)的患者接受了肺保护性通气(LPV)(潮气量≤6.5 mL/kg预测体重,高原压或峰值压≤30 cm H2O)。86%的患者(n = 172)在入组至第 28 天的某个阶段接受了辅助治疗。使用最多的是全身类固醇(127 人),其次是神经肌肉阻滞剂(122 人)和俯卧位(27 人)。截至第28天的无呼吸机天数中位数(IQR)为5天(0,20)。结论在澳大利亚和新西兰,包括 LPV 和俯卧位在内的循证疗法在该队列中的依从性很低。在澳大利亚和新西兰,包括 LPV 和俯卧位在内的循证实践的依从性较低。在中度重度 ARDS 患者的治疗中,肺保护性通气和俯卧位等已证实有效的疗法并未得到常规采用。
{"title":"Management of severe acute respiratory distress syndrome in Australia and New Zealand (SAGE-ANZ): An observational study","authors":"Rachael L. Parke RN, PhD ,&nbsp;Shay P. McGuinness MBChB ,&nbsp;Alana Cavadino PhD ,&nbsp;Keri-Anne Cowdrey RN, MN ,&nbsp;Samantha Bates RN, MN ,&nbsp;Shailesh Bihari MBBS, PhD ,&nbsp;Amanda Corley RN, PhD ,&nbsp;Eileen Gilder RN, PhD ,&nbsp;Carol Hodgson PhD ,&nbsp;Edward Litton MBChB, PhD ,&nbsp;Colin McArthur MBChB ,&nbsp;Alistair Nichol MBBCh, PhD ,&nbsp;Jane Parker RN, MPH ,&nbsp;Anne Turner RN, MPH ,&nbsp;Steve Webb MBBS, PhD ,&nbsp;Frank MP. Van Haren MD, PhD ,&nbsp;SAGE-ANZ Study Investigators and the Australia and New Zealand Intensive Care Society Clinical Trials Group","doi":"10.1016/j.ccrj.2024.05.001","DOIUrl":"10.1016/j.ccrj.2024.05.001","url":null,"abstract":"<div><h3>Objective</h3><p>Acute respiratory distress syndrome (ARDS) is associated with significant mortality, morbidity, and cost. We aimed to describe characteristics and management of adult patients admitted to intensive care units (ICUs) in Australia and New Zealand with moderate-severe ARDS, to better understand contemporary practice.</p></div><div><h3>Design</h3><p>Bi-national, prospective, observational, multi-centre study.</p></div><div><h3>Setting</h3><p>19 ICUs in Australia and New Zealand.</p></div><div><h3>Participants</h3><p>Mechanically ventilated patients with moderate-severe ARDS.</p></div><div><h3>Main outcome measures</h3><p>Baseline demographic characteristics, ventilation characteristics, use of adjunctive support therapy and all-cause mortality to day 28. Data were summarised using descriptive statistics.</p></div><div><h3>Results</h3><p>200 participants were enrolled, mean (±SD) age 55.5 (±15.9) years, 40% (n = 80) female. Around half (51.5%) had no baseline comorbidities and 45 (31%) tested positive for COVID-19. On day 1, mean SOFA score was 9 ± 3; median (IQR) PaO<sub>2</sub>/FiO<sub>2</sub> ratio 119 (89, 142), median (IQR) FiO<sub>2</sub> 70% (50%, 99%) and mean (±SD) positive end expiratory pressure (PEEP) 11 (±3) cmH<sub>2</sub>O. On day one, 10.5% (n = 21) received lung protective ventilation (LPV) (tidal volume ≤6.5 mL/kg predicted body weight and plateau pressure or peak pressure ≤30 cm H<sub>2</sub>O). Adjunctive therapies were received by 86% (n = 172) of patients at some stage from enrolment to day 28. Systemic steroids were most used (n = 127) followed by neuromuscular blockers (n = 122) and prone positioning (n = 27). Median ventilator-free days (IQR) to day 28 was 5 (0, 20). In-hospital mortality, censored at day 28, was 30.5% (n = 61).</p></div><div><h3>Conclusions</h3><p>In Australia and New Zealand, compliance with evidence-based practices including LPV and prone positioning was low in this cohort. Therapies with proven benefit in the treatment of patients with moderate-severe ARDS, such as lung protective ventilation and prone positioning, were not routinely employed.</p></div>","PeriodicalId":49215,"journal":{"name":"Critical Care and Resuscitation","volume":"26 3","pages":"Pages 161-168"},"PeriodicalIF":1.4,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1441277224000139/pdfft?md5=d534b9440be94c4ac8edd575b084a64d&pid=1-s2.0-S1441277224000139-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142230330","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
Brain tissue oxygen monitoring in moderate-to-severe traumatic brain injury: Physiological determinants, clinical interventions and current randomised controlled trial evidence 中重度创伤性脑损伤的脑组织氧监测:生理决定因素、临床干预措施和当前随机对照试验证据
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-09-01 DOI: 10.1016/j.ccrj.2024.05.003
Toby Jeffcote FCICM, PhD , Kuan-Ying Lu MBiomedEng , Philip Lewis PhD , Dashiell Gantner FCICM, PhD , Camila R. Battistuzzo PhD , Andrew A. Udy FCICM, PhD

Modern intensive care for moderate-to-severe traumatic brain injury (msTBI) focuses on managing intracranial pressure (ICP) and cerebral perfusion pressure (CPP). This approach lacks robust clinical evidence and often overlooks the impact of hypoxic injuries. Emerging monitoring modalities, particularly those capable of measuring brain tissue oxygen, represent a promising avenue for advanced neuromonitoring. Among these, brain tissue oxygen tension (PbtO2) shows the most promising results. However, there is still a lack of consensus regarding the interpretation of PbtO2 in clinical practice. This review aims to provide an overview of the pathophysiological rationales, monitoring technology, physiological determinants, and recent clinical trial evidence for PbtO2 monitoring in the management of msTBI.

中重度创伤性脑损伤(msTBI)的现代重症监护主要集中在颅内压(ICP)和脑灌注压(CPP)的管理上。这种方法缺乏可靠的临床证据,而且经常忽视缺氧性损伤的影响。新出现的监测模式,尤其是那些能够测量脑组织氧的监测模式,为先进的神经监测带来了希望。其中,脑组织氧张力(PbtO2)显示出最有希望的结果。然而,临床实践中对 PbtO2 的解释仍缺乏共识。本综述旨在概述病理生理学原理、监测技术、生理决定因素,以及在毫秒创伤性脑损伤治疗中进行 PbtO2 监测的最新临床试验证据。
{"title":"Brain tissue oxygen monitoring in moderate-to-severe traumatic brain injury: Physiological determinants, clinical interventions and current randomised controlled trial evidence","authors":"Toby Jeffcote FCICM, PhD ,&nbsp;Kuan-Ying Lu MBiomedEng ,&nbsp;Philip Lewis PhD ,&nbsp;Dashiell Gantner FCICM, PhD ,&nbsp;Camila R. Battistuzzo PhD ,&nbsp;Andrew A. Udy FCICM, PhD","doi":"10.1016/j.ccrj.2024.05.003","DOIUrl":"10.1016/j.ccrj.2024.05.003","url":null,"abstract":"<div><p>Modern intensive care for moderate-to-severe traumatic brain injury (msTBI) focuses on managing intracranial pressure (ICP) and cerebral perfusion pressure (CPP). This approach lacks robust clinical evidence and often overlooks the impact of hypoxic injuries. Emerging monitoring modalities, particularly those capable of measuring brain tissue oxygen, represent a promising avenue for advanced neuromonitoring. Among these, brain tissue oxygen tension (PbtO<sub>2</sub>) shows the most promising results. However, there is still a lack of consensus regarding the interpretation of PbtO<sub>2</sub> in clinical practice. This review aims to provide an overview of the pathophysiological rationales, monitoring technology, physiological determinants, and recent clinical trial evidence for PbtO<sub>2</sub> monitoring in the management of msTBI.</p></div>","PeriodicalId":49215,"journal":{"name":"Critical Care and Resuscitation","volume":"26 3","pages":"Pages 204-209"},"PeriodicalIF":1.4,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1441277224000152/pdfft?md5=e58a24cff9d40d7de6e006570777fc6b&pid=1-s2.0-S1441277224000152-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142230443","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
ARDS, guidelines and ANZ practice: The persistent disconnect ARDS、指南和澳新实践:长期脱节
IF 1.4 4区 医学 Q3 CRITICAL CARE MEDICINE Pub Date : 2024-09-01 DOI: 10.1016/j.ccrj.2024.08.005
Ary Serpa Neto MD, MSc, PhD
{"title":"ARDS, guidelines and ANZ practice: The persistent disconnect","authors":"Ary Serpa Neto MD, MSc, PhD","doi":"10.1016/j.ccrj.2024.08.005","DOIUrl":"10.1016/j.ccrj.2024.08.005","url":null,"abstract":"","PeriodicalId":49215,"journal":{"name":"Critical Care and Resuscitation","volume":"26 3","pages":"Pages 159-160"},"PeriodicalIF":1.4,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1441277224000322/pdfft?md5=4c206667cb8d6cc357879153406c2ecc&pid=1-s2.0-S1441277224000322-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142230329","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
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Critical Care and Resuscitation
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