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Comparison of changes in arterial blood pressure and cardiac output during cardiogenic shock development in a porcine model. 猪心源性休克模型中动脉血压和心输出量变化的比较。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-09-01 DOI: 10.1186/s40635-025-00802-3
Laura Svanekjaer, Jeppe K P Larsen, Peter H Frederiksen, Louise Linde, Emilie Gregers, Nanna L J Udesen, Ole K Helgestad, Ann Banke, Lisette O Jensen, Jens F Lassen, Amalie L Povlsen, Henrik Schmidt, Jacob E Møller, Hanne B Ravn

Background: Low systolic blood pressure (SBP) is a key criterion for diagnosing cardiogenic shock (CS) caused by a reduction in stroke volume and cardiac output (CO). The temporal interaction between changes in pressure and flow has not been well described in the development of CS. In a large animal model, we assessed the temporal relationships of SBP, CO, and blood flow in the carotid artery during induction of CS.

Methods: Fifteen adult Danish landrace pigs (median weight 71 kg) underwent CS induction by stepwise injection of polyvinyl alcohol microspheres into the left main coronary artery every 3 min to induce microvascular obstruction. After each injection, CO, SBP, and mixed venous saturation (SvO2) were recorded simultaneously from a ventricle sheath in the carotid artery and a pulmonary artery catheter in the right internal jugular vein. A Doppler flow probe measured blood flow in the left carotid artery. CS was defined as a ≥ 50% reduction in CO or SvO2 from baseline, or absolute SvO2 < 30%.

Results: CS occurred after a mean of 8 (range 5 to 19) boluses of microspheres. SBP declined from 99 (± 15) mmHg to 74 (± 6) mmHg, equal to 74 (± 13)% of the baseline value. CO was reduced to 5.8 (± 0.7) L/min to 2.2 (± 1.3) L/min, equal to 38 (± 23)% and SvO2 from 63 (± 7)% to 37 (± 7)%, equal to 60 (± 13)% of baseline values. The decrease in CO was due to a reduction to 43 (± 26)% in stroke volume, as heart rate remained unchanged. The carotid artery blood flow was reduced from 285 (± 50) mL/min to 155 (± 56) mL/min, equal to 54% of baseline values. The decline in SvO2 and CO preceded a reduction in SBP, and after 25% of emboli were given, CO decreased by 24% while SBP was unchanged.

Conclusion: In a porcine model of ischemic myocardial injury, the decrease in blood flow and stroke volume preceded a decline in SBP, suggesting pressure preservation occurs in the presence of hypoperfusion.

背景:低收缩压(SBP)是诊断由卒中量和心输出量(CO)减少引起的心源性休克(CS)的关键标准。在CS的发展中,压力和流量变化之间的时间相互作用尚未得到很好的描述。在大型动物模型中,我们评估了CS诱导过程中收缩压、一氧化碳和颈动脉血流的时间关系。方法:15头成年丹麦长白猪(平均体重71 kg)每3 min向左冠状动脉注射聚乙烯醇微球,诱导微血管阻塞。每次注射后,同时记录颈动脉脑室鞘和右颈内静脉肺动脉导管的CO、SBP和混合静脉饱和度(SvO2)。多普勒血流探头测量左颈动脉的血流。CS被定义为CO或SvO2比基线减少≥50%,或绝对SvO2。结果:CS发生在平均8(范围5至19)剂微球后。收缩压从99(±15)mmHg下降到74(±6)mmHg,相当于基线值的74(±13)%。CO从5.8(±0.7)L/min降至2.2(±1.3)L/min,相当于基线值的38(±23)%,SvO2从63(±7)%降至37(±7)%,相当于基线值的60(±13)%。在心率保持不变的情况下,CO的减少是由于卒中容量减少了43(±26)%。颈动脉血流量从285(±50)mL/min降至155(±56)mL/min,相当于基线值的54%。SvO2和CO的下降在收缩压降低之前,给予25%的栓子后,CO下降了24%,而收缩压不变。结论:在猪缺血性心肌损伤模型中,血流量和脑卒中量的减少先于收缩压的下降,提示在低灌注的情况下发生了压力保存。
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引用次数: 0
Dobutamine administration: a proposal for a standardized approach. 多巴酚丁胺管理:标准化方法的建议。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-31 DOI: 10.1186/s40635-025-00804-1
Lorenzo Calabró, Filippo Annoni, Fabio Silvio Taccone

Dobutamine is the most commonly used inotropic agent in critically ill patients with impaired cardiac contractility. However, its benefit-risk profile remains debated, and clear, structured guidance for its use is lacking. This hypothesis proposes a pragmatic framework for dobutamine administration to promote rational and consistent clinical and experimental practice. The aim is to propose a rational and reproducible use of inotropic therapy with dobutamine in both clinical and experimental settings in cases of shock with low cardiac output, particularly cardiogenic shock, septic shock with septic cardiomyopathy, and low cardiac output syndrome after cardiac surgery (LCOS). Dobutamine should be prescribed only in the presence of acute circulatory failure with signs of peripheral hypoperfusion and impaired cardiac contractility. A low cardiac index (CI) alone does not mandate inotrope initiation. Echocardiography is essential for initial assessment but should be complemented by continuous cardiac output monitoring for evaluating dose-response. The recommended starting dose is 2.5 μg/kg*min, with stepwise titration based on CI and perfusion markers reassessed every 20 min. A significant CI increase and resolution of hypoperfusion should guide further escalation. Persistent hypoperfusion despite CI improvement may indicate inadequate response and justify cautious dose increases, while continued hypoperfusion with further CI rise suggests a flow-independent deficit, discouraging further titration. Dobutamine should be used with clear indications, guided by a standardized approach integrating continuous hemodynamic and perfusion monitoring. This strategy may help optimize therapeutic benefit while minimizing unnecessary exposure and adverse effects.

多巴酚丁胺是心脏收缩功能受损的危重病人最常用的肌力药物。然而,它的收益-风险状况仍然存在争议,并且缺乏清晰,结构化的使用指导。这一假设提出了一个实用的多巴酚丁胺给药框架,以促进合理和一致的临床和实验实践。目的是在临床和实验环境中,对低心输出量的休克,特别是心源性休克、感染性休克合并感染性心肌病和心脏手术后低心输出量综合征(LCOS)的病例,提出一种合理和可重复的使用多巴酚丁胺的肌力疗法。多巴酚丁胺只能在急性循环衰竭伴有外周灌注不足和心脏收缩力受损的情况下使用。单纯的低心脏指数(CI)并不要求开始肌力锻炼。超声心动图是必要的初步评估,但应补充连续心输出量监测,以评估剂量反应。推荐起始剂量为2.5 μg/kg*min,每20 min根据CI和灌注指标逐步滴定。CI显著升高和灌注不足的解决应指导进一步升级。尽管CI改善,但持续的低灌注可能表明反应不足,需要谨慎增加剂量,而CI进一步升高,持续的低灌注提示血流无关的缺陷,不鼓励进一步滴定。多巴酚丁胺的使用应有明确的适应症,在标准化方法的指导下,结合持续的血流动力学和灌注监测。这种策略可能有助于优化治疗效果,同时最大限度地减少不必要的暴露和不良反应。
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引用次数: 0
Gut microbiota differs between ICU patients admitted for cardiac arrest and other causes: a secondary, propensity-matched cohort analysis. 因心脏骤停和其他原因入院的ICU患者的肠道微生物群不同:一项次要的倾向匹配队列分析。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-28 DOI: 10.1186/s40635-025-00803-2
Hannah Wozniak, Eleonora Balzani, Vladimir Lazarevic, Nadia Gaia, Aude de Watteville, Raphaël Giraud, Jacques Schrenzel, Claudia Heidegger

Background: Critical illness is known to reduce gut microbiota (GM) diversity, a change associated with adverse outcomes. Among potential mechanisms, splanchnic hypoperfusion may play a key role. Cardiac arrest (CA), characterized by transient global hypoperfusion, provides a relevant model to explore this effect.

Results: We conducted a secondary, propensity score-matched analysis of a cohort study investigating GM changes during early intensive care unit stay. Stool samples were collected at ICU admission (S1) and at least 24 h later (S2). GM profiling was performed using 16S rRNA sequencing. Shannon diversity index and taxonomic composition were compared between CA and non-CA patients. Propensity score matching and generalized linear models (GLM) were used to adjust for confounding. A total of 26 patients were included in this analysis (13 CA, 13 matched controls). At S1, CA patients had significantly lower GM diversity (Shannon index: 3.6 [3.0-3.8] vs. 4.3 [3.9-4.8], p = 0.019). This was confirmed in the GLM (β = - 0.30, SE 0.12, p = 0.022). At S2, diversity remained lower (3.2 [2.7-3.8] vs. 4.0 [3.7-4.3], p = 0.064). While no global compositional shifts were observed between groups, differences in the abundance of specific taxa were noted.

Conclusion: CA is associated with reduced GM diversity in the first few days of intensive care unit admission compared to non-CA patients, supporting a role for splanchnic hypoperfusion in GM modulation. Further research should investigate clinical consequences and evaluate microbiota-targeted interventions in this high-risk population.

背景:众所周知,危重疾病会减少肠道微生物群(GM)的多样性,这一变化与不良后果相关。在可能的机制中,内脏灌注不足可能起关键作用。心脏骤停(CA)以短暂的全灌注不足为特征,为探讨这种影响提供了相关模型。结果:我们对一项队列研究进行了二次倾向评分匹配分析,该研究调查了重症监护病房早期GM的变化。在ICU入院时(S1)和至少24 h后(S2)收集粪便样本。采用16S rRNA测序进行基因分析。比较了CA与非CA患者的Shannon多样性指数和分类学组成。倾向评分匹配和广义线性模型(GLM)用于调整混杂。该分析共纳入26例患者(13例CA, 13例匹配对照)。在S1时,CA患者的GM多样性显著降低(Shannon指数:3.6 [3.0-3.8]vs. 4.3 [3.9-4.8], p = 0.019)。这在GLM中得到证实(β = - 0.30, SE 0.12, p = 0.022)。S2时,多样性仍然较低(3.2 [2.7-3.8]vs. 4.0 [3.7-4.3], p = 0.064)。虽然没有观察到组间的整体组成变化,但注意到特定分类群丰度的差异。结论:与非CA患者相比,CA与重症监护病房入院前几天的GM多样性降低有关,支持内脏灌注不足在GM调节中的作用。进一步的研究应该调查临床结果,并评估在这一高危人群中针对微生物群的干预措施。
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引用次数: 0
Free water improves sodium mobilization in furosemide treated pigs after a hyperosmotic sodium load. 在高渗钠负荷后,自由水改善速尿处理猪的钠动员。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-21 DOI: 10.1186/s40635-025-00800-5
Annelie Barrueta Tenhunen, Anders Larsson, Olav Rooyackers, Miklos Lipcsey, Michael Marks-Hultström

Background: Hypernatremia, a common electrolyte disorder in critically ill patients, induces a hyperosmotic state linked to increased mortality and metabolic stress. While loop diuretics such as furosemide are used for fluid management, their main effect is water excretion, often worsening hypernatremia. This study aimed to determine whether free water infusion enhances sodium excretion when combined with furosemide after a sodium chloride bolus. We also hypothesized that hyperosmolar hypernatremia stimulates protein degradation and urea synthesis.

Results: Fourteen pigs (seven per group) received a sodium chloride bolus to induce hypernatremia (plasma Na⁺ > 150 mmol/L). One group received furosemide alone, while the other received furosemide plus free water to maintain normo-osmolality. Renal and metabolic parameters were analyzed over five hours. Free water infusion significantly lowered plasma sodium levels (134 ± 4 vs. 150 ± 4 mmol/L, p = 1.2e-14) and increased total sodium excretion (99 ± 20 vs. 70 ± 18 mmol, p = 0.00056) and urine output (1860 ± 220 vs. 1200 ± 160 mL, p = 2.47e-05). Fractional sodium excretion was higher with free water (5.3 ± 1.1% vs. 3.5 ± 2.2%, p = 0.012). Plasma glutamine was elevated in the no-water group (1305 ± 209 vs. 1084 ± 110 µmol/L, p = 0.029), indicating greater metabolic stress.

Conclusions: These results suggest that free water infusion enhances sodium clearance and reduces hypernatremia-induced metabolic alterations, supporting its potential role in fluid management strategies.

背景:高钠血症是危重患者常见的一种电解质紊乱,其诱导的高渗状态与死亡率增加和代谢应激相关。虽然循环利尿剂如速尿用于液体管理,但其主要作用是水排泄,通常会加重高钠血症。本研究旨在确定游离水输注是否能在氯化钠丸后与速尿联合促进钠排泄。我们还假设高渗性高钠血症刺激蛋白质降解和尿素合成。结果:14头猪(每组7头)接受氯化钠诱导高钠血症(血浆钠+ > 150mmol /L)。一组只给予速尿,另一组给予速尿加自由水以维持正常渗透压。在5小时内分析肾脏和代谢参数。游离水输注显著降低血浆钠水平(134±4 vs 150±4 mmol/L, p = 1.2e-14),增加总钠排泄量(99±20 vs 70±18 mmol, p = 0.00056)和尿量(1860±220 vs 1200±160 mL, p = 2.47e-05)。游离水组钠排泄分数较高(5.3±1.1% vs. 3.5±2.2%,p = 0.012)。无水组血浆谷氨酰胺升高(1305±209 vs. 1084±110µmol/L, p = 0.029),表明代谢应激更大。结论:这些结果表明,游离水输注增强钠清除,减少高钠血症引起的代谢改变,支持其在液体管理策略中的潜在作用。
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引用次数: 0
Non-mechanical haemodynamic support in acute pulmonary thromboembolism: a scoping review. 急性肺血栓栓塞的非机械性血流动力学支持:范围回顾。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-18 DOI: 10.1186/s40635-025-00793-1
W Body, S Steckle, A Haggerty, M Putt, F Coyer, E M Milford

Background and aims: Acute pulmonary thromboembolism (PE) may require haemodynamic supportive therapies while appropriate therapies for clot burden reduction are pursued. This scoping review aims to identify the non-mechanical haemodynamic support interventions that have been investigated for the management of acute PE, and to map the available evidence for each intervention.

Methods: An iterative search of MEDLINE, Embase, CINAHL and the Cochrane Library was performed to map all available animal studies, case-series, observational studies, human trials, systematic reviews and meta-analyses that investigate any non-mechanical haemodynamic support in acute PE.

Results: 6,362 unique articles were screened and of the 132 studies that met the eligibility criteria, 98 were animal studies, 31 human studies, and 3 were systematic reviews. Among all studies 57 different agents were found, including 16 among the human studies. 6 agents were investigated across 7 human randomised controlled trials (RCTs) and included inhaled nitric oxide, fluid, furosemide, diclofenac, sildenafil, and epoprostenol, but were limited to intermediate-risk PE and none demonstrated a mortality benefit from the intervention tested.

Conclusion: The evidence to guide clinical practice in the non-mechanical haemodynamic support of PE is severely limited. However, there are numerous candidate agents that could be further investigated. The high-risk group are an understudied population.

背景和目的:急性肺血栓栓塞(PE)可能需要血流动力学支持治疗,同时寻求适当的治疗方法来减少血块负担。本综述旨在确定非机械性血流动力学支持干预措施,这些干预措施已被研究用于急性肺泡栓塞的管理,并绘制每种干预措施的现有证据图。方法:对MEDLINE、Embase、CINAHL和Cochrane图书馆进行迭代搜索,绘制所有可用的动物研究、病例系列、观察性研究、人体试验、系统评价和荟萃分析,这些研究调查了急性肺心病的非机械性血流动力学支持。结果:6362篇独特的文章被筛选,在132项符合资格标准的研究中,98项是动物研究,31项是人类研究,3项是系统评价。在所有的研究中发现了57种不同的药物,包括16种人体研究。在7项人类随机对照试验(RCTs)中研究了6种药物,包括吸入一氧化氮、液体、呋塞米、双氯芬酸、西地那非和环氧丙烯醇,但仅限于中等风险PE,没有一项干预试验显示死亡率获益。结论:指导肺心病非机械性血流动力学支持临床实践的证据严重不足。然而,有许多候选药物可以进一步研究。高危人群是一个未被充分研究的人群。
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引用次数: 0
Transcranial ultrasound in the critically ill patient: a narrative review. 危重病人的经颅超声:叙述性回顾。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-18 DOI: 10.1186/s40635-025-00787-z
R M J Cashmore, M Czosnyka

Transcranial ultrasound is gaining widespread recognition as a useful bedside monitoring tool and non-invasive diagnostic device in the critically ill patient. The capabilities of transcranial ultrasound are themselves ever-increasing, and this, combined with improved physiological understanding, affords insights into pathophysiological processes often concealed from the bedside critical care clinician. Transcranial ultrasound remains unique in regard to its non-invasive, rapid, and critically composite blood flow velocity-centric (not pressure-centric) information. The mobility of transcranial ultrasound devices is of particular value to the largely immobile critically ill patient requiring multiple organ supportive therapies. In this review, we discuss some important origins of more modern composite techniques and highlight relevant major key concepts, whilst noting exciting frontier possibilities.

经颅超声作为一种有用的床边监护工具和无创诊断设备在危重病人中得到了广泛的认可。经颅超声本身的能力也在不断提高,加上对生理学的理解不断提高,使人们能够深入了解常常被床边重症监护临床医生所掩盖的病理生理过程。经颅超声在其无创、快速和关键的复合血流速度中心(非压力中心)信息方面仍然是独特的。经颅超声装置的移动性对需要多器官支持治疗的大部分不能移动的危重病人具有特别的价值。在这篇综述中,我们讨论了一些更现代的复合技术的重要起源,并强调了相关的主要关键概念,同时注意到令人兴奋的前沿可能性。
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引用次数: 0
A phase I trial evaluating the safety, tolerability, pharmacokinetics and pharmacodynamics of intravenously administered low-anticoagulant heparin (M6229) in critically ill sepsis patients. 一项评估重症脓毒症患者静脉注射低抗凝肝素(M6229)的安全性、耐受性、药代动力学和药效学的I期试验。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-18 DOI: 10.1186/s40635-025-00790-4
Niels van Mourik, Rombout B E van Amstel, Marleen A Slim, Lonneke A van Vught, Tom van der Poll, Joram Huckriede, Femke de Vries, Sjef J de Kimpe, Raf Crabbé, Simone J M van Leeuwen, Peter F Ekhart, Chris P M Reutelingsperger, Gerry A F Nicolaes, Alexander P J Vlaar, Marcella C A Müller

Background: Histones released in response to cellular injury are important mediators of organ failure and death in sepsis. Preclinical studies demonstrate that neutralization of histones in sepsis is associated with improved outcome. M6229 is a low-anticoagulant heparin able to neutralize histones. We aimed to evaluate the safety, tolerability, pharmacokinetics and pharmacodynamics of M6229 in critically ill patients with sepsis.

Methods: This was a first-in-human, phase I, monocenter trial in patients with sepsis admitted to the intensive care unit (ICU). Patients received a single 6 h intravenous infusion of M6229. A modified continual reassessment method (mCRM) with escalation overdose control was used for dose-escalation. The model was based on the probability of activated partial thromboplastin time (aPTT) being above 90 s (i.e., dose limiting pharmacologic event, DLPE). Three cohorts were studied (1: 0.15 mg/kg/h; 2: 0.45 mg/kg/h; 3: 0.90 mg/kg/h).

Results: Ten patients were included. The aPTT increased proportionally with increasing dosages of M6229 and decreased rapidly after infusion cessation. One DLPE occurred (aPTT of 100 s). Based on the mCRM model and data safety monitoring board recommendations, the maximum tolerated dose was defined as 0.9 mg/kg/h for a 6 h infusion of M6229. No serious adverse events were related to study drug infusion. An increase in QTc was probably related to infusion in one patient. M6229 showed close to dose-proportional pharmacokinetics. Total histone H3 and H2b plasma levels increased during and/or in the hours after M6229 infusion in all patients. In four out of five patients with plasma samples positive for histone H3, proteolytic cleavage was observed after infusion start. A decrease in sequential organ failure assessment score was observed in the days after infusion in 70% of patients.

Conclusions: M6229 was deemed safe to use in critically ill sepsis patients. Our results suggest intravascular neutralization of histones by M6229. Future clinical studies need to confirm our findings and the efficacy of M6229.

背景:细胞损伤释放的组蛋白是脓毒症患者器官衰竭和死亡的重要介质。临床前研究表明,在脓毒症中,组蛋白的中和与预后的改善有关。M6229是一种低抗凝肝素,能够中和组蛋白。我们的目的是评估M6229在重症脓毒症患者中的安全性、耐受性、药代动力学和药效学。方法:这是一项首次在重症监护病房(ICU)脓毒症患者中进行的I期单中心人体试验。患者接受单次6小时静脉输注M6229。采用改进的连续重评估方法(mCRM),并采用递增过量控制。该模型基于活化的部分凝血活素时间(aPTT)大于90 s的概率(即限剂量药理学事件,DLPE)。研究了三个队列(1:0.15 mg/kg/h; 2: 0.45 mg/kg/h; 3: 0.90 mg/kg/h)。结果:纳入10例患者。aPTT随M6229给药剂量增加成比例升高,停药后迅速下降。发生1例DLPE (aPTT为100 s)。根据mCRM模型和数据安全监测委员会的建议,最大耐受剂量被定义为0.9 mg/kg/h,输注M6229 6小时。研究药物输注未发生严重不良事件。一名患者的QTc增加可能与输注有关。M6229表现出接近剂量比例的药代动力学。所有患者在注射M6229期间和/或注射后数小时内,血浆总组蛋白H3和H2b水平升高。在组蛋白H3阳性的5例血浆样本中,有4例在开始输注后观察到蛋白水解裂解。在输注后的几天内,70%的患者观察到序贯器官衰竭评估评分下降。结论:M6229用于危重脓毒症患者是安全的。我们的结果表明M6229可以在血管内中和组蛋白。未来的临床研究需要证实我们的发现和M6229的疗效。
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引用次数: 0
Artificial intelligence-driven decision support for patients with acute respiratory failure: a scoping review. 人工智能驱动的急性呼吸衰竭患者决策支持:范围综述。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-08 DOI: 10.1186/s40635-025-00791-3
Preeti Gupta, Alex K Pearce, Thaidan Pham, Michael Miller, Korey Brunetti, Karen Heskett, Atul Malhotra, Anoop Mayampurath, Majid Afshar

Background: Artificial intelligence (AI) has emerged as a promising tool for decision support in managing acute respiratory failure, yet its real-world clinical impact remains unclear. This scoping review identifies clinically validated AI-driven tools in this domain, focusing on the reporting of key evaluation quality measures that are a prerequisite for broader deployment.

Eligibility criteria: Studies were included if they compared a clinical, human factors, or health systems-related outcome of an AI-driven intervention to a control group in adult patients with acute respiratory failure. Studies were excluded if they lacked a machine learning model, compared models trained on the same dataset, assessed only model performance, or evaluated models in simulated settings. A systematic literature search was conducted in PubMed, CINAHL, and EmBase, from inception until January 2025. Each abstract was independently screened by two reviewers. One reviewer extracted data and performed quality assessment, following the DECIDE-AI framework for early-stage clinical evaluation of AI-based decision support systems.

Results: Of 5,987 citations, six studies met eligibility. The studies, conducted between 2012 and 2024 in Taiwan, Italy, and the U.S., included 40-2,536 patients. Four studies (67%) focused on predicting weaning from mechanical ventilation. Three (50%) of the studies demonstrated a statistically significant and clinically meaningful outcome. Studies met a median of 3.5 (IQR: 2.25-6.25) of the 17 DECIDE-AI criteria. None reported AI-related errors, malfunctions, or algorithmic fairness considerations. Only one study (17%) described user characteristics and adherence, while two (33%) assessed human-computer agreement and usability.

Conclusions: Our review identified six studies evaluating AI-driven decision support tools for acute respiratory failure, with most focusing on predicting weaning from mechanical ventilation. However, methodological rigor for early clinical evaluation was inconsistent, with studies meeting few of the DECIDE-AI criteria. Notably, critical aspects such as error reporting, algorithmic fairness, and user adherence were largely unaddressed. Further high-quality assessments of reliability, usability, and real-world implementation are essential to realize the potential of these tools to transform patient care.

背景:人工智能(AI)已成为管理急性呼吸衰竭决策支持的有前途的工具,但其现实世界的临床影响尚不清楚。该范围审查确定了该领域临床验证的人工智能驱动工具,重点是报告关键评估质量措施,这是更广泛部署的先决条件。入选标准:如果将人工智能驱动干预的临床、人为因素或卫生系统相关结果与成年急性呼吸衰竭患者的对照组进行比较,则纳入研究。如果缺乏机器学习模型,比较在同一数据集上训练的模型,仅评估模型性能或在模拟环境中评估模型,则排除研究。在PubMed, CINAHL和EmBase中进行了系统的文献检索,从创建到2025年1月。每篇摘要由两位审稿人独立筛选。一名审稿人根据基于人工智能的决策支持系统早期临床评估的DECIDE-AI框架提取数据并进行质量评估。结果:5987次引用中,6项研究符合资格。这些研究于2012年至2024年间在台湾、意大利和美国进行,包括40- 2536名患者。四项研究(67%)关注于预测机械通气的脱机。三项(50%)的研究显示了具有统计学意义和临床意义的结果。在17项DECIDE-AI标准中,研究的中位数达到3.5 (IQR: 2.25-6.25)。没有报告人工智能相关的错误、故障或算法公平性考虑。只有一项研究(17%)描述了用户特征和依从性,而两项研究(33%)评估了人机一致性和可用性。结论:我们的综述确定了六项评估人工智能驱动的决策支持工具用于急性呼吸衰竭的研究,其中大多数研究集中在预测机械通气的脱机。然而,早期临床评估方法的严密性是不一致的,只有少数研究符合decision - ai标准。值得注意的是,错误报告、算法公平性和用户依从性等关键方面在很大程度上没有得到解决。进一步对可靠性、可用性和现实世界实施的高质量评估对于实现这些工具改变患者护理的潜力至关重要。
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引用次数: 0
The focal index: a quantitative approach to morphological sub-phenotyping of COVID-19 patients with acute respiratory distress syndrome: a pilot study. 焦点指数:COVID-19急性呼吸窘迫综合征患者形态亚表型的定量方法:一项初步研究
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-08 DOI: 10.1186/s40635-025-00794-0
Kristin Jona Bjarnadottir, Martin Tovedal, Gaetano Perchiazzi, Miklos Lipcsey, Lucian Covaciu, Magnus von Seth, Rafael Kawati, Mariangela Pellegrini

Background: Acute respiratory distress syndrome (ARDS) is characterised by significant morphological heterogeneity. Morphological sub-phenotyping can potentially be used to personalise mechanical ventilation. Current methods to classify lung injury as focal or diffuse rely on subjective image interpretation, which risks misclassification and suboptimal treatment. This study aimed to investigate the morphological appearance features of lung injury objectively. The focal index, an objective quantitative tool, was introduced to assess focality in lung injury.

Methods: In this single-centre retrospective study, we included lung computed tomography (CT) scans from COVID-19 ARDS patients on invasive mechanical ventilation, classified as diffuse lung injury. CT data were analysed to extract regional Hounsfield Unit (HU) profiles across nine predefined lung areas. The focal index was derived by quantifying the non-overlapping area under HU distribution curves between the apical ventral and diaphragmatic dorsal regions. Correlations with lung weight, gas volume, and ventilatory settings were assessed. For validation, at least two experienced ICU consultants assessed the same images and determined whether ARDS was of a diffuse or focal type. The experts classified 36 out of 37 patients as diffuse ARDS, with substantial interobserver agreement (k = 0.65, 95% CI 0.02-1.00).

Results: The focal index demonstrated a wide range (25-175; mean 95.5 ± standard deviation 42.8), correlating significantly with the dorsal diaphragmatic non-aerated area (r = 0.67, p < 0.01) and with total gas volume (r = - 0.36, p = 0.03). There was no significant influence of ventilatory settings on the focal index.

Conclusions: The analysis suggested diffuse lung injury includes a spectrum of focality rather than a binary classification. The focal index provides an objective method to quantify the focality of lung injury in ARDS. Further studies are needed to validate the focal index across diverse ARDS aetiologies and establish its clinical application threshold for guiding personalised ventilation strategies.

背景:急性呼吸窘迫综合征(ARDS)具有明显的形态学异质性。形态亚表型可以潜在地用于个性化机械通气。目前将肺损伤分类为局灶性或弥漫性的方法依赖于主观的图像解释,这存在分类错误和治疗不理想的风险。本研究旨在客观地探讨肺损伤的形态学特征。引入病灶指数这一客观的定量工具来评价肺损伤的病灶性。方法:在这项单中心回顾性研究中,我们纳入了有创机械通气的COVID-19 ARDS患者的肺部计算机断层扫描(CT),分类为弥漫性肺损伤。对CT数据进行分析,以提取九个预定义肺区域的区域性Hounsfield Unit (HU)剖面。焦点指数是通过量化HU分布曲线下顶端腹侧区和膈背侧区之间的非重叠区域而得出的。评估与肺重量、气量和通气设置的相关性。为了验证,至少有两名经验丰富的ICU顾问评估相同的图像并确定ARDS是弥漫性还是局灶性。专家将37例患者中的36例分类为弥漫性ARDS,观察者之间的一致性很大(k = 0.65, 95% CI 0.02-1.00)。结果:焦指数范围广(25 ~ 175;平均95.5±标准差42.8),与背膈非通气面积显著相关(r = 0.67, p)。结论:分析提示弥漫性肺损伤包括病灶谱,而不是二元分类。病灶指数为量化ARDS肺损伤病灶性提供了一种客观的方法。需要进一步的研究来验证不同ARDS病因的病灶指数,并确定其临床应用阈值,以指导个性化通气策略。
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引用次数: 0
Effects of nebulized therapies on heat and moisture exchangers filters: a pilot study. 雾化疗法对热和湿气交换器过滤器的影响:一项试点研究。
IF 2.8 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-08-08 DOI: 10.1186/s40635-025-00792-2
Florian Blanchard, Cecilia Berardi, Lucie Collet, Jean-Michel Constantin
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引用次数: 0
期刊
Intensive Care Medicine Experimental
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