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Impact of Neuromuscular Electrical Stimulation on Biological Markers in Critically Ill Patients: A Systematic Review and Meta-Analysis. 神经肌肉电刺激对危重病人生物标志物的影响:系统回顾和荟萃分析。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.1155/ccrp/5382735
Amanda de Oliveira Santos, Matheus Cardoso Santos, Maíra Avila Fontes Trindade, Danielle Alves de Andrade Rebouças, Carlos José Oliveira de Matos, Fernanda Oliveira de Carvalho, Paulo Ricardo Martins-Filho, Érika Ramos Silva

Purpose: Neuromuscular electrical stimulation (NMES) has been increasingly used to preserve or restore neuromuscular function in critically ill patients. However, its effects on inflammatory biomarkers and its safety require to be fully elucidated. This study aimed to analyze the available evidence on the impact of NMES on biological markers in critically ill patients.

Methods: This systematic review followed a preregistered protocol (PROSPERO: CRD42023424413). A comprehensive search was conducted in PubMed, EMBASE, Web of Science, Scopus, PEDro, CENTRAL, and Google Scholar to identify randomized controlled trials (RCTs) comparing NMES with control interventions and reporting outcomes related to biological markers.

Results: Ten RCTs were included in this review. Meta-analyses revealed a significant acute increase in interleukin-10 levels (SMD: 0.60; 95% CI: 0.11 to 1.08; p = 0.02) and a delayed reduction in serum C-reactive protein levels (SMD: -0.74; 95% CI: -1.09 to -0.40; p < 0.0001) following NMES application.

Conclusions: Available evidence suggests that NMES can modulate systemic inflammation in mechanically ventilated critically ill patients, with early anti-inflammatory effects (IL-10 elevation) and subsequent attenuation of inflammation (CRP reduction). These findings support the safety of NMES during active phases of critical illness. Further high-quality RCTs are warranted to standardize stimulation protocols, characterize biomarker dynamics, and elucidate the underlying mechanisms to guide evidence-based clinical use.

目的:神经肌肉电刺激(NMES)越来越多地用于保护或恢复危重患者的神经肌肉功能。然而,其对炎症生物标志物的影响及其安全性需要充分阐明。本研究旨在分析NMES对危重患者生物标志物影响的现有证据。方法:本系统评价遵循预先注册的方案(PROSPERO: CRD42023424413)。我们在PubMed、EMBASE、Web of Science、Scopus、PEDro、CENTRAL和谷歌Scholar中进行了全面的检索,以确定将NMES与对照干预措施进行比较的随机对照试验(rct),并报告与生物标志物相关的结果。结果:本综述纳入10项随机对照试验。荟萃分析显示,应用NMES后,白细胞介素-10水平显著急性升高(SMD: 0.60; 95% CI: 0.11至1.08;p = 0.02),血清c反应蛋白水平延迟降低(SMD: -0.74; 95% CI: -1.09至-0.40;p < 0.0001)。结论:现有证据表明,NMES可以调节机械通气危重患者的全身炎症,具有早期抗炎作用(IL-10升高)和随后的炎症衰减(CRP降低)。这些发现支持NMES在危重疾病活动期的安全性。需要进一步的高质量随机对照试验来规范刺激方案,表征生物标志物动态,并阐明潜在机制,以指导循证临床应用。
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引用次数: 0
Liberal Versus Restrictive Blood Transfusion Strategies in Neurocritical Care: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. 自由与限制输血策略在神经危重症护理:随机对照试验的系统回顾和荟萃分析。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2026-01-12 eCollection Date: 2026-01-01 DOI: 10.1155/ccrp/6179847
Ayesha Shaukat, Muhammad Ahmed Zahoor, Komal Khan, Aiman Shahid Khan, Rubaisha Saleem, Anupama Ariyasiri, Syed Abdul Aziz Jameel, Shahab Afridi, Syeda Javeria Salman, Noor Naeem, Marib Ashraf, Amamah Rauf Chaudhry, Zobia Ahmad, Muhammad Omar Larik, Muhammad Hasanain, Muhammad Umair Anjum, Aymar Akilimali

Introduction: Neurocritical care patients, including those with traumatic brain injury, subarachnoid hemorrhage, and intracerebral hemorrhage, often develop anemia, compromising brain oxygen delivery and increasing morbidity and mortality. Blood transfusion strategies, either liberal or restrictive, are commonly used to manage anemia in these patients, but the optimal approach remains unclear due to mixed results in existing studies.

Methods: A systematic search of PubMed, Cochrane Library, ScienceDirect, and Google Scholar from inception to December 2024 for randomized controlled trials (RCTs) evaluating restrictive versus liberal transfusion strategies in adult neurocritical care patients. Outcomes included mortality, Glasgow Outcome Scale (GOS), red blood cell (RBC) units transfused, sepsis, intensive care unit (ICU)/hospital length of stay, and secondary complications. The study is registered with PROSPERO (CRD42025635426).

Findings: The analysis included seven RCTs with 1941 patients. The restrictive strategy significantly reduced the number of RBC units transfused per patient (MD: 2.36; 95% CI: 1.08-3.64; p = 0.0003) and was associated with a lower incidence of sepsis (RR: 0.73; 95% CI: 0.56-0.96; p = 0.02). There were no significant differences between restrictive and liberal strategies for ICU (RR 0.74; 95% CI 0.28-1.91; p = 0.53), in-hospital (RR 0.77; 95% CI 0.35-1.68), 30-day (RR 0.91; 95% CI 0.70-1.18), 6-month (RR 0.98; 95% CI 0.67-1.44), or long-term mortality (RR 1.00; 95% CI 0.80-1.24). GOS scores at 6 months showed no significant difference (RR 0.94; 95% CI 0.83-1.07). ICU and hospital length of stay were also comparable between strategies. Secondary outcomes, including stroke, brain hypoxia, intracranial hypertension, and other non-neurological complications, showed no significant differences between the two strategies.

Conclusion: Restrictive transfusion strategies are as effective as liberal strategies in terms of mortality and neurological complications, with additional benefits such as fewer RBC transfusions and lower sepsis rates. These findings support restrictive strategies as a safer approach to managing anemia in neurocritical care, though further research on long-term outcomes is needed.

神经危重症患者,包括外伤性脑损伤、蛛网膜下腔出血和脑出血患者,常发生贫血,影响脑氧输送,增加发病率和死亡率。输血策略,无论是自由输血还是限制性输血,通常用于治疗这些患者的贫血,但由于现有研究的结果不一,最佳方法尚不清楚。方法:系统检索PubMed、Cochrane Library、ScienceDirect和谷歌Scholar从成立到2024年12月的随机对照试验(rct),评估成人神经危重症患者的限制性与自由输血策略。结局包括死亡率、格拉斯哥结局量表(GOS)、输血红细胞(RBC)单位、败血症、重症监护病房(ICU)/住院时间和继发并发症。该研究已在PROSPERO注册(CRD42025635426)。结果:该分析包括7项随机对照试验,共1941例患者。限制性策略显著减少每位患者输血的RBC单位数(MD: 2.36; 95% CI: 1.08-3.64; p = 0.0003),并与较低的脓毒症发生率相关(RR: 0.73; 95% CI: 0.56-0.96; p = 0.02)。限制和自由策略在ICU (RR 0.74; 95% CI 0.28-1.91; p = 0.53)、住院(RR 0.77; 95% CI 0.35-1.68)、30天(RR 0.91; 95% CI 0.70-1.18)、6个月(RR 0.98; 95% CI 0.67-1.44)和长期死亡率(RR 1.00; 95% CI 0.80-1.24)之间无显著差异。6个月GOS评分差异无统计学意义(RR 0.94; 95% CI 0.83-1.07)。ICU和住院时间在两种策略之间也具有可比性。次要结局,包括脑卒中、脑缺氧、颅内高压和其他非神经系统并发症,在两种策略之间没有显着差异。结论:在死亡率和神经系统并发症方面,限制性输血策略与自由输血策略同样有效,并具有减少红细胞输血和降低败血症率等额外益处。这些发现支持限制性策略作为一种更安全的方法来管理神经危重症护理中的贫血,尽管需要进一步的长期结果研究。
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引用次数: 0
Analysis of Influencing Factors of Junior ICU Nurses' Recognition and Response Abilities to Clinical Deterioration: A Cross-Sectional Study. ICU初级护士对临床恶化认知及反应能力的影响因素分析:横断面研究。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-12-20 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/3230912
Xueqin Guo, Xianke Wang, Chenzi Xu, Yuhan Wang, Xin Li, Lijuan Xiong, Huan Jin

Aim: To evaluate the current status and explore influencing factors of junior intensive care unit (ICU) nurses' recognition and response capabilities to clinical deterioration.

Design: This cross-sectional study followed the STROBE statement.

Methods: From November 2024 to January 2025, 260 junior ICU nurses from five tertiary hospitals in China were recruited. Data were collected using a validated 25-item questionnaire spanning six dimensions to assess their recognition and response abilities. SPSS was used for statistical analyses, including descriptive statistics, Kruskal-Wallis H/Mann-Whitney U tests, and multiple linear regression to examine differences under sociodemographic and occupational factors.

Results: The total score for recognition and response abilities among 250 junior ICU nurses was 99 (95, 103), with an average item score of 3.96 ± 0.83. Dimension scores ranked from lowest to highest: emergency handling, evaluation, teamwork, disease information analysis, disease information acquisition, and clinical decision-making. Education level, work experience, and participation in disease observation training were identified as significant influencing factors.

Conclusions: Junior ICU nurses in China demonstrate relatively strong overall observation skills but insufficient clinical decision-making abilities. Nursing managers and educators should integrate these factors into training to enhance young nurses' capabilities in recognizing and responding to clinical deterioration, which is crucial for improving critical care outcomes.

Patient or public contribution: Patients and the public were not directly involved in the design, implementation, or reporting of this study. However, the results of the study emphasize the importance of improving primary ICU nurses' clinical decision-making skills and emergency response skills, which may have an impact on patient care.

目的:评价初级重症监护室(ICU)护士对临床恶化的认知和反应能力现状,探讨影响因素。设计:本横断面研究遵循STROBE声明。方法:从2024年11月至2025年1月,从全国5家三级医院招募260名初级ICU护士。数据收集使用有效的25项问卷跨越六个维度来评估他们的识别和反应能力。采用SPSS软件进行统计分析,包括描述性统计、Kruskal-Wallis H/Mann-Whitney U检验和多元线性回归,检验社会人口统计学和职业因素下的差异。结果:250名初级ICU护士识别和反应能力总分为99分(95,103分),平均单项得分为3.96±0.83分。维度得分从低到高依次为:应急处理、评估、团队合作、疾病信息分析、疾病信息获取、临床决策。受教育程度、工作经验、参与疾病观察培训为显著影响因素。结论:中国初级ICU护士整体观察能力较强,但临床决策能力不足。护理管理人员和教育工作者应将这些因素纳入培训,以提高年轻护士识别和应对临床恶化的能力,这对改善重症监护结果至关重要。患者或公众贡献:患者和公众没有直接参与本研究的设计、实施或报告。然而,研究结果强调了提高初级ICU护士临床决策技能和应急反应技能的重要性,这可能会对患者护理产生影响。
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引用次数: 0
Droxidopa in Critical Care: A Systematic Review of an Emerging Off-Label Practice. 危重症护理中的氯希多巴:一项新兴的超说明书实践的系统回顾。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-12-15 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/4830160
Carlos Valladares, Franklyn Vega Batista, Marc Faltas, Mareya Menteyas, Katherine Chiapaikeo-Poco

Background: Prolonged use of intravenous (IV) vasopressors in critically ill patients is associated with significant complications. Droxidopa, a norepinephrine precursor approved for neurogenic orthostatic hypotension, has gained interest as an off-label agent for facilitating vasopressor weaning in ICU settings. This systematic review aimed to evaluate the efficacy and safety of droxidopa for vasopressor weaning in ICU patients.

Methods: A systematic review was conducted following PRISMA guidelines. Databases searched included PubMed, Embase, Cochrane, and Web of Science through April 2025. Eligible studies reporting primary clinical data on droxidopa use in ICU patients were included. Outcomes included time to IV vasopressor discontinuation, duration of droxidopa use, ICU length of stay (LOS), and ICU mortality, and results were narratively synthesized. The risk of bias was assessed using the ROBINS-I and the JBI checklists.

Results: Seven studies involving 161 ICU patients were included. Five studies reported time to vasopressor discontinuation, ranging from 29 to 120 h. The duration of droxidopa use ranged from 87 to 192 h. Two studies reported ICU LOS, ranging from 18 to 44 days. ICU mortality was inconsistently reported. These findings are primarily drawn from small, retrospective studies and should be interpreted cautiously.

Discussion: Findings suggest that droxidopa may effectively facilitate vasopressor weaning in critically ill patients. However, variations in dosing, patient selection, and outcome reporting limit generalizability. Evidence is drawn primarily from small, retrospective studies, some available only as abstracts.

Conclusion: Available evidence on droxidopa for vasopressor weaning in ICU patients remains limited and heterogeneous, with very low certainty. Further research is warranted. No funding was received for this review, and the review was not prospectively registered.

背景:危重患者长期使用静脉(IV)血管加压药物与显著并发症相关。Droxidopa,一种被批准用于神经源性直立性低血压的去甲肾上腺素前体,作为一种标签外药物,在ICU环境中促进血管加压药物的脱机,已经引起了人们的兴趣。本系统综述旨在评价氯希多巴用于ICU患者血管加压药物脱机的有效性和安全性。方法:按照PRISMA指南进行系统评价。检索的数据库包括PubMed、Embase、Cochrane和Web of Science,截止到2025年4月。纳入了符合条件的研究,报告了ICU患者使用氯西多巴的主要临床数据。结果包括静脉降压药停药时间、氯西多巴使用时间、ICU住院时间(LOS)和ICU死亡率,并对结果进行叙述综合。使用ROBINS-I和JBI检查表评估偏倚风险。结果:纳入7项研究,共161例ICU患者。五项研究报告了血管加压素停药的时间,从29到120小时不等。盐酸卓希多巴用药时间为87 ~ 192 h。两项研究报告了ICU的LOS,时间从18天到44天不等。ICU死亡率报告不一致。这些发现主要来自小型回顾性研究,应谨慎解释。讨论:研究结果表明,氯希多巴可有效促进危重患者的血管加压素脱机。然而,剂量、患者选择和结果报告的变化限制了推广。证据主要来自小型的回顾性研究,有些研究只能作为摘要获得。结论:盐酸卓希多巴用于ICU患者血管加压药物脱机的现有证据仍然有限且不均匀,确定性很低。进一步的研究是有必要的。本综述未收到资助,也未进行前瞻性注册。
{"title":"Droxidopa in Critical Care: A Systematic Review of an Emerging Off-Label Practice.","authors":"Carlos Valladares, Franklyn Vega Batista, Marc Faltas, Mareya Menteyas, Katherine Chiapaikeo-Poco","doi":"10.1155/ccrp/4830160","DOIUrl":"10.1155/ccrp/4830160","url":null,"abstract":"<p><strong>Background: </strong>Prolonged use of intravenous (IV) vasopressors in critically ill patients is associated with significant complications. Droxidopa, a norepinephrine precursor approved for neurogenic orthostatic hypotension, has gained interest as an off-label agent for facilitating vasopressor weaning in ICU settings. This systematic review aimed to evaluate the efficacy and safety of droxidopa for vasopressor weaning in ICU patients.</p><p><strong>Methods: </strong>A systematic review was conducted following PRISMA guidelines. Databases searched included PubMed, Embase, Cochrane, and Web of Science through April 2025. Eligible studies reporting primary clinical data on droxidopa use in ICU patients were included. Outcomes included time to IV vasopressor discontinuation, duration of droxidopa use, ICU length of stay (LOS), and ICU mortality, and results were narratively synthesized. The risk of bias was assessed using the ROBINS-I and the JBI checklists.</p><p><strong>Results: </strong>Seven studies involving 161 ICU patients were included. Five studies reported time to vasopressor discontinuation, ranging from 29 to 120 h. The duration of droxidopa use ranged from 87 to 192 h. Two studies reported ICU LOS, ranging from 18 to 44 days. ICU mortality was inconsistently reported. These findings are primarily drawn from small, retrospective studies and should be interpreted cautiously.</p><p><strong>Discussion: </strong>Findings suggest that droxidopa may effectively facilitate vasopressor weaning in critically ill patients. However, variations in dosing, patient selection, and outcome reporting limit generalizability. Evidence is drawn primarily from small, retrospective studies, some available only as abstracts.</p><p><strong>Conclusion: </strong>Available evidence on droxidopa for vasopressor weaning in ICU patients remains limited and heterogeneous, with very low certainty. Further research is warranted. No funding was received for this review, and the review was not prospectively registered.</p>","PeriodicalId":46583,"journal":{"name":"Critical Care Research and Practice","volume":"2025 ","pages":"4830160"},"PeriodicalIF":1.8,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12714080/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145805894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Challenges in Clinical Decision-Making for Nurses in Neonatal Intensive Care Unit (NICU): A Qualitative Study. 新生儿重症监护病房(NICU)护士临床决策的挑战:一项定性研究。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-11-14 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/6686680
Fateme Mohammadi, Maryam Bahmanyar, Parisa Sabetsarvestani, Mostafa Bijani

Objective: Clinical decision-making is one of the most difficult responsibilities of healthcare personnel in the neonatal intensive care unit (NICU). Meanwhile, nurses in NICU are facing countless challenges to take care of these neonates due to complex clinical conditions, prematurity, low birth weight, and physiological instability of the neonates, making clinical decision-making difficult. Thus, it is essential to identify and investigate the challenges in clinical decision-making for nurses in NICU. The aim of the present study was to explore the challenges that nurses face in clinical decision-making in NICU in southern Iran.

Methods: The present study is a qualitative study with the content analysis in Iran from February 2023 to January 2024. Twenty-one NICU nurses participated in this study. Data were collected from individual, in-depth, and semistructured interviews. The interview questions, according to the opinion of the research team, were designed around the research question: "What are the challenges in clinical decision-making for nurses in NICU?" In order to analyze the data, the researchers used the conventional content analysis method.

Results: The means of the participants' ages and work experience were 36.52 ± 5.71 and 12.45 ± 5.83 years, respectively. Three main themes with nine subthemes were obtained in this study. The main themes were "inadequate clinical competence" (lack of knowledge about caring for neonates, lack of clinical skill and experience, and shortage of nurse practitioners in NICUs); "poor self-efficacy" (poor self-confidence, inefficient stress management, and lack of motivation); and "resistance to change" (physician-centeredness, lack of organizational support, and ambiguities about legal rights).

Conclusion: The findings of the study revealed that lack of knowledge, poor clinical skills, and not having a master's degree in neonatal intensive care adversely affect nurses' self-confidence in providing care and making clinical decisions. Also, the common belief that physicians are superior to nurses in the organizational culture and lack of support for nurses undermines nurses' motivation for enhancing their competence and participating in clinical decision-making. Based on the findings, managers and policy makers, by providing a supportive environment, as well as improving the knowledge and clinical skills of nurses, can encourage them to participate in clinical decision-making.

目的:临床决策是新生儿重症监护病房(NICU)医护人员最困难的职责之一。同时,由于新生儿临床情况复杂、早产、低出生体重、生理不稳定等因素,NICU护士在护理这些新生儿时面临着无数的挑战,给临床决策带来困难。因此,识别和调查护士在新生儿重症监护病房的临床决策挑战是至关重要的。本研究的目的是探讨护士在伊朗南部新生儿重症监护病房的临床决策中所面临的挑战。方法:采用定性研究方法,对2023年2月至2024年1月在伊朗进行的研究进行内容分析。21名新生儿重症监护病房护士参与了本研究。数据从个人、深度和半结构化访谈中收集。根据研究小组的意见,访谈问题是围绕研究问题设计的:“NICU护士在临床决策中面临哪些挑战?”为了对数据进行分析,研究人员采用了常规的内容分析法。结果:被试年龄均值为36.52±5.71岁,工作经验均值为12.45±5.83岁。本研究共获得3个主主题和9个副主题。主要主题是“临床能力不足”(缺乏新生儿护理知识,缺乏临床技能和经验,缺乏新生儿重症监护病房的护士从业人员);“自我效能感差”(缺乏自信,压力管理效率低下,缺乏动力);“抗拒改变”(以医生为中心,缺乏组织支持,法律权利不明确)。结论:研究结果显示,缺乏新生儿重症监护知识、临床技能差、非硕士学位对护士提供护理和临床决策的自信心有不利影响。此外,人们普遍认为医生在组织文化上优于护士,缺乏对护士的支持,这削弱了护士提高能力和参与临床决策的动机。根据研究结果,管理者和决策者可以通过提供支持性环境,以及提高护士的知识和临床技能,鼓励他们参与临床决策。
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引用次数: 0
Cerebrovascular Strokes During Venoarterial Extracorporeal Membrane Oxygenation. 静脉体外膜氧合过程中的脑血管中风。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-10-14 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/9058296
Zohair Al-Halees, Mosleh Nazzal Alanazi, Patricia Machado, Mary Jane Maghirang, Emad Hakami, Farouk Mostafa Faris, Michelle Gretchen Lo, Mohamed Laimoud

Background: Venoarterial extracorporeal membrane oxygenation (VA-ECMO) is a life-saving mechanical support in patients with cardiogenic shock. There are great variations in the reported rates of neurological complications and associated mortality. Our aim was to analyze our cohort of adult patients supported with VA-ECMO to identify the incidence, outcomes, and predictors of acute ischemic and hemorrhagic strokes.

Methods: A total of 195 patients between January 2016 and January 2023 were reviewed, 22 (11.3%) ECPR patients were excluded, and 173 (88.7%) patients were analyzed. We divided the patients into stroke and nonstroke groups according to the presence of radiologically confirmed acute ischemic and hemorrhagic strokes.

Results: Thirty-five (20.2%) patients had acute cerebrovascular strokes. 13 (7.5%) patients had intracranial hemorrhage (ICH) while 22 (12.7%) patients had ischemic stroke. The median age was 48 years (IQR: 31, 56), 98 (56.6%) patients were males, and 152 (87.9%) patients had cardiac surgeries. The patients who developed cerebrovascular stroke had higher blood lactate at ECMO initiation (8.9 [5.5, 11.2] versus 5.7 [4.6, 11.9] mmol/L, p = 0.02) and 12 h later (8.7 [4.7, 14.5] versus 5.8 [4.6, 15] mmol/L, p = 0.024) with lesser lactate clearance (LC) at 12 h (6.35 [-51.5, 40.6] versus 14.65% [-43.55, 38.3], p < 001) compared to the patients in the nonstroke group. The stroke group had longer ICU stay (21 vs. 15.5 days, p = 0.03), higher frequency of new hemodialysis (62.9% vs. 46.4%, p = 0.026), and on-ECMO mortality (54.3% vs. 44.9%, p = 0.041) compared with the nonstroke group. The ICH was associated with higher hospital mortality (p = 0.021) compared to the ischemic stroke. Logistic multivariate regression revealed that the initial lactate level (OR: 1.6, 95% CI: 1.2-8.92, p = 0.031), cardiopulmonary bypass time (OR:1.8, 95% CI: 1.32-6.42, p = 0.02), and LC at 12 h (OR: 2.4, 95% CI: 1.91-17.4, p = 0.042) were associated with ischemic stroke. Thrombocytopenia (OR: 3.22, 95% CI: 1.82-7.83, p = 0.001) and low body mass index (OR: 2.1, 95% CI: 1.31-4.6, p = 0.02) were associated with ICH.

Conclusions: Ischemic and hemorrhagic strokes are frequent with VA-ECMO support and associated with worse outcomes, especially the hemorrhagic type. Awareness of the incidence and the factors associated with strokes is crucial in early identification and management.

背景:静脉体外膜氧合(VA-ECMO)是一种挽救心源性休克患者生命的机械支持。在报道的神经系统并发症和相关死亡率方面存在很大差异。我们的目的是分析支持VA-ECMO的成年患者队列,以确定急性缺血性和出血性卒中的发生率、结局和预测因素。方法:回顾性分析2016年1月至2023年1月共195例患者,排除22例(11.3%)ECPR患者,分析173例(88.7%)患者。根据影像学证实的急性缺血性和出血性脑卒中,我们将患者分为脑卒中组和非脑卒中组。结果:急性脑血管卒中35例(20.2%)。颅内出血13例(7.5%),缺血性脑卒中22例(12.7%)。中位年龄48岁(IQR: 31,56),男性98例(56.6%),心脏手术152例(87.9%)。发生脑血管卒中的患者在ECMO开始时(8.9[5.5,11.2]比5.7 [4.6,11.9]mmol/L, p = 0.02)和12小时后(8.7[4.7,14.5]比5.8 [4.6,15]mmol/L, p = 0.024)血乳酸清除率(LC)较低(6.35[-51.5,40.6]比14.65% [-43.55,38.3],p < 001)与非卒中组相比。与非卒中组相比,卒中组ICU住院时间更长(21天对15.5天,p = 0.03),新血液透析频率更高(62.9%对46.4%,p = 0.026), ecmo死亡率更高(54.3%对44.9%,p = 0.041)。与缺血性脑卒中相比,脑出血与更高的住院死亡率相关(p = 0.021)。Logistic多因素回归显示,初始乳酸水平(OR: 1.6, 95% CI: 1.2 ~ 8.92, p = 0.031)、体外循环时间(OR:1.8, 95% CI: 1.32 ~ 6.42, p = 0.02)和12 h LC (OR: 2.4, 95% CI: 1.91 ~ 17.4, p = 0.042)与缺血性卒中相关。血小板减少症(OR: 3.22, 95% CI: 1.82-7.83, p = 0.001)和低体重指数(OR: 2.1, 95% CI: 1.31-4.6, p = 0.02)与脑出血相关。结论:在VA-ECMO支持下,缺血性和出血性卒中发生率较高,且预后较差,尤其是出血性卒中。了解与中风相关的发病率和因素对早期识别和治疗至关重要。
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引用次数: 0
Corrigendum to "Safety of Early Mobilization in Adult Neurocritical Patients: An Exploratory Review". “成人神经危重症患者早期活动的安全性:探索性回顾”的勘误表。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-09-16 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/9757345

[This corrects the article DOI: 10.1155/ccrp/4660819.].

[这更正了文章DOI: 10.1155/ccrp/4660819.]。
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引用次数: 0
ARDS Studies in Critical Care Journals: How Representative Are the Patients Studied? 重症监护期刊上的ARDS研究:研究患者的代表性如何?
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-09-10 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/4060643
Jennifer Varallo, Tarek Nahle, Peter Galiano, Ricardo Jaime Orozco, Christopher Ambrogi, Adam Green, Jean-Sebastien Rachoin

Purpose: Implicit bias in medicine is widespread, with minority populations historically underrepresented in research. Studies have shown racial and ethnic disparities in patient outcomes, including in acute respiratory distress syndrome (ARDS). This study examines the representation of minority patients in ARDS research in the USA. Methods: We examined the 1000 most cited ARDS studies from 2011 to 2021 in the top five critical care journals: AJRC, CHEST, Critical Care, CCM, and ICM. Results: 211 met the inclusion criteria, with 90 providing racial and ethnic demographic information for analysis. These included 17 in AJRC, 36 in CCM, 18 in CHEST, 11 in CC, and 8 in ICM. The average number of citations was 53 (±63). Publications peaked from 2015 to 2017 (15/year), while 2021 had the fewest. The mean patient count was 15,168, including 42 prospective, 29 randomized controlled, and 19 retrospective studies. Eighty-eight studies reported an average patient age of 53 years (±6), and 72% (±15%) of patients were White. Thirty-five studies reported only White patient demographics, while 53 included Black patients, 29 discussed Hispanic patients, 21 mentioned Asian patients. Most studies reported an average of 43% female participants, with no correlations found regarding White patient numbers, publication year, citations, or journals. Conclusion: A substantial number of highly cited studies about ARDS published in prominent critical care journals did not have detailed information regarding the racial composition of the patient population, and a large majority included overwhelmingly White patients and a preponderance of male gender patients.

目的:医学中的内隐偏见是普遍存在的,历史上少数群体在研究中的代表性不足。研究表明,包括急性呼吸窘迫综合征(ARDS)在内的患者预后存在种族和民族差异。本研究考察了美国ARDS研究中少数民族患者的代表性。方法:我们检查了2011年至2021年在五大重症期刊(AJRC、CHEST、critical care、CCM和ICM)中被引用最多的1000篇ARDS研究。结果:211例符合纳入标准,90例提供人种人口统计信息供分析。其中AJRC 17例,CCM 36例,CHEST 18例,CC 11例,ICM 8例。平均被引53次(±63次)。论文发表量在2015年至2017年达到顶峰(15篇/年),而2021年最少。平均患者数为15,168例,包括42项前瞻性研究,29项随机对照研究和19项回顾性研究。88项研究报告患者平均年龄为53岁(±6岁),72%(±15%)的患者为白人。35项研究仅报道了白人患者的统计数据,53项研究包括黑人患者,29项研究讨论了西班牙裔患者,21项研究提到了亚洲患者。大多数研究报告平均43%的女性参与者,与白人患者数量、发表年份、引文或期刊没有相关性。结论:在著名的重症监护期刊上发表的大量高引用的关于ARDS的研究没有关于患者人群种族组成的详细信息,并且绝大多数包括压倒性的白人患者和男性患者。
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引用次数: 0
Exploring the Potentials of Artificial Intelligence in Sepsis Management in the Intensive Care Unit. 探索人工智能在重症监护室脓毒症管理中的潜力。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-08-28 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/9031137
Ali Riahi, Mohammad Sepehr Yazdani, Reza Eshraghi, Motahare Karimi Houyeh, Ashkan Bahrami, Sara Khoshdooz, Mahshid Amini, Ehsan Behzadi, Amirreza Khalaji, Seyed Masoud Moeini Taba, Seyed Mohammad Reza Hashemian

Sepsis remains one of the leading causes of morbidity and mortality worldwide, particularly among critically ill patients in intensive care units (ICUs). Traditional diagnostic approaches, such as the Sequential Organ Failure Assessment (SOFA) and systemic inflammatory response syndrome (SIRS) criteria, often detect sepsis after significant organ dysfunction has occurred, limiting the potential for early intervention. In this study, we reviewed how artificial intelligence (AI)-driven methodologies, including machine learning (ML), deep learning (DL), and natural language processing (NLP), can aid physicians. AI, in this case, particularly ML, processes massive amounts of real-time clinical data, vital signs, lab results, and patient history and can detect subtle patterns and predict sepsis earlier than traditional methods like SOFA or SIRS, which often lag behind after the presentation of the sequela. Models like random forest, XGBoost, and neural networks achieve high accuracy and area under the receiver operating characteristic curve (AUROC) scores (0.8-0.99) in ICU and emergency settings, enabling timely intervention by distinguishing sepsis from similar conditions despite the lack of perfect biomarkers. In practice, however, there are several potential pitfalls. Algorithmic bias due to nonrepresentative data, data fragmentation, lack of validation, and explainability issues are current barriers in developed models. Future research should address these limitations and develop more sophisticated models.

脓毒症仍然是世界范围内发病和死亡的主要原因之一,特别是在重症监护病房(icu)的重症患者中。传统的诊断方法,如顺序器官衰竭评估(SOFA)和系统性炎症反应综合征(SIRS)标准,通常在发生重大器官功能障碍后检测败血症,限制了早期干预的潜力。在这项研究中,我们回顾了人工智能(AI)驱动的方法,包括机器学习(ML)、深度学习(DL)和自然语言处理(NLP)如何帮助医生。在这种情况下,人工智能,特别是机器学习,可以处理大量的实时临床数据、生命体征、实验室结果和患者病史,并且可以比SOFA或SIRS等传统方法更早地检测到细微的模式并预测败血症,这些方法通常在后遗症出现后落后。随机森林、XGBoost和神经网络等模型在ICU和急诊环境中具有较高的准确性和受试者工作特征曲线下面积(AUROC)评分(0.8-0.99),尽管缺乏完善的生物标志物,但仍可通过将脓毒症与类似情况区分开来进行及时干预。然而,在实践中,有几个潜在的陷阱。由于非代表性数据、数据碎片、缺乏验证和可解释性问题导致的算法偏差是目前开发模型的障碍。未来的研究应该解决这些限制,并开发更复杂的模型。
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引用次数: 0
Survival Predictors and Clinical Outcomes in Patients Undergoing Venoarterial ECMO: A 7-Year Retrospective Study. 静脉动脉ECMO患者的生存预测因素和临床结果:一项7年回顾性研究。
IF 1.8 Q3 CRITICAL CARE MEDICINE Pub Date : 2025-08-22 eCollection Date: 2025-01-01 DOI: 10.1155/ccrp/5588093
Thavat Chanchayanon, Mantana Saetang, Sutthiphat Wangpholpattanasiri, Ratikorn Boonchai, Pongsanae Duangpakdee

Purpose: Venoarterial extracorporeal membrane oxygenation (VA-ECMO) is a life-saving intervention for refractory cardiopulmonary failure. Identifying factors associated with survival is essential for optimizing patient selection and management. In this study, we aimed to identify VA-ECMO survival predictors and evaluate the associated complications, costs, and outcomes. Methods: A retrospective analysis was conducted on data from 123 adult patients who underwent VA-ECMO at the Songklanagarind Hospital between 2017 and 2023. Clinical characteristics, ECMO-related complications, hospital expenses, and survival outcomes were analyzed. Univariate and multivariate logistic regression analyses were used to determine independent predictors of survival. Results: Fifty (40.7%) patients survived until hospital discharge. Compared to central VA-ECMO, peripheral VA-ECMO was significantly associated with improved survival (adjusted OR: 26.44, 95% CI: 1.95-358.7, p = 0.014). Preexisting liver dysfunction (adjusted OR: 0.27, 95% CI: 0.09-0.79, p = 0.016) and renal dysfunction (adjusted OR: 0.29, 95% CI: 0.1-0.85, p = 0.023) were independent mortality predictors. Survival odds were significantly lower in patients with American Society of Anesthesiologists (ASA) Class 5 (adjusted OR: 0.07, 95% CI: 0.01-0.67, p = 0.022). Neurological complications were more common in nonsurvivors than in survivors (41.1% vs. 18%, p = 0.012). Survivors had significantly higher total hospital costs (997,563.5 vs. 696,191 THB, p = 0.004) and longer hospital stays (28.5 vs. 3 days, p < 0.001). The multivariate model demonstrated strong predictive performance, with an area under the curve of 0.85. Conclusions: ECMO cannulation strategy, preexisting liver and renal dysfunction, and ASA classification were key factors associated with survival. Peripheral VA-ECMO was associated with better outcomes, and organ dysfunction significantly increased the mortality risk.

目的:静脉体外膜氧合(VA-ECMO)是一种挽救难治性心肺衰竭生命的干预措施。确定与生存相关的因素对于优化患者选择和管理至关重要。在这项研究中,我们旨在确定VA-ECMO的生存预测因素,并评估相关的并发症、成本和结果。方法:回顾性分析2017年至2023年在Songklanagarind医院接受VA-ECMO治疗的123例成年患者的数据。分析临床特征、ecmo相关并发症、住院费用和生存结果。采用单因素和多因素logistic回归分析确定独立的生存预测因子。结果:50例(40.7%)患者存活至出院。与中心VA-ECMO相比,外周VA-ECMO与生存率的提高显著相关(调整OR: 26.44, 95% CI: 1.95-358.7, p = 0.014)。先前存在的肝功能障碍(校正OR: 0.27, 95% CI: 0.09-0.79, p = 0.016)和肾功能障碍(校正OR: 0.29, 95% CI: 0.1-0.85, p = 0.023)是独立的死亡率预测因子。美国麻醉医师学会(ASA) 5级患者的生存几率明显较低(校正OR: 0.07, 95% CI: 0.01-0.67, p = 0.022)。神经系统并发症在非幸存者中比在幸存者中更常见(41.1%比18%,p = 0.012)。幸存者的总住院费用明显较高(997,563.5比696,191 THB, p = 0.004),住院时间较长(28.5比3天,p < 0.001)。多元模型具有较强的预测能力,曲线下面积为0.85。结论:ECMO插管策略、既往存在的肝肾功能障碍和ASA分级是影响生存率的关键因素。外周VA-ECMO与更好的预后相关,器官功能障碍显著增加死亡风险。
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引用次数: 0
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Critical Care Research and Practice
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