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Quality of intubation using remifentanil in obese patients (OBEREM): a randomised, double-blind pilot trial. 肥胖患者使用瑞芬太尼插管的质量(OBEREM):一项随机、双盲先导试验。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-07 DOI: 10.1016/j.accpm.2025.101673
Pierre Goudy, Alexane Denis-Bonnin, Claire Thalamas, Vanessa Rousseau, Isabelle Migueres, Géraldine Faure, Vincent Minville

Background: Airway management can be challenging in obese patients. The intubation sequence should facilitate rapid achievement of optimal intubation conditions. In some patients, neuromuscular blocking agents (NMBAs) must be avoided. Therefore, an alternative intubation sequence is required. The objectives of this study were to evaluate the intubation conditions achieved with an NMBA-free intubation sequence using propofol and remifentanil, and to assess whether a higher dose of remifentanil improved these conditions.

Methods: We conducted a prospective, single-centre, randomised, double-blind pilot trial involving obese patients undergoing bariatric surgery. Patients were allocated to two groups to receive either remifentanil 3 µg kg-1 or 3 µg kg-1 + 30%, both in association with propofol. The primary outcome was the percentage of patients with excellent intubation conditions. Secondary outcomes included intubation difficulty, respiratory and haemodynamic effects, and traumatic complications.

Results: Intubation conditions were excellent in 32.8% of patients and acceptable (excellent or good) in 86.2%. Increasing the remifentanil dose did not significantly modify intubating conditions (P-value = 0.548). Intubation was rated as easy in 89.7% of patients. No serious complications occurred, although haemodynamic instability was frequent (arterial hypotension 93.1%; bradycardia 48.3%).

Conclusion: An NMBA-free induction sequence with remifentanil may be feasible in obese patients, providing acceptable, easy, and atraumatic intubating conditions. Increasing the remifentanil dose does not appear to significantly improve these conditions. This sequence may represent an alternative when NMBAs must be avoided. However, before routine clinical use, further studies are now warranted to optimise it, particularly regarding haemodynamic safety.

Registration: ClinicalTrials.gov (NCT05026125).

背景:肥胖患者的气道管理具有挑战性。插管顺序应有利于快速实现最佳插管条件。一些患者必须避免使用神经肌肉阻滞剂(nmba)。因此,需要另一种插管顺序。本研究的目的是评估使用异丙酚和瑞芬太尼的无nmba插管序列所达到的插管条件,并评估更高剂量的瑞芬太尼是否能改善这些条件。方法:我们进行了一项前瞻性、单中心、随机、双盲先导试验,纳入了接受减肥手术的肥胖患者。患者被分为两组,接受瑞芬太尼3µg kg-1或3µg kg-1 + 30%,两者均与异丙酚相关。主要结局是具有良好插管条件的患者百分比。次要结局包括插管困难、呼吸和血流动力学影响以及创伤性并发症。结果:32.8%的患者插管情况优良,86.2%的患者可接受(优良或良好)。增加瑞芬太尼剂量对插管情况无显著影响(p值= 0.548)。89.7%的患者认为插管容易。虽然血流动力学不稳定频繁发生(动脉低血压93.1%;心动过缓48.3%),但未发生严重并发症。结论:瑞芬太尼无nmba诱导序列在肥胖患者中是可行的,可提供可接受、简便、无创伤的插管条件。增加瑞芬太尼的剂量似乎并不能显著改善这些情况。当必须避免使用nmba时,此顺序可能是另一种选择。然而,在常规临床应用之前,需要进一步的研究来优化它,特别是在血流动力学安全性方面。注册:ClinicalTrials.gov (NCT05026125)。
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引用次数: 0
Single-shot versus slow infusion interscalene block and its impact on diaphragmatic function in patients undergoing shoulder surgery, a double blind randomized controlled trial. 单次注射与缓慢输注斜角肌间阻滞及其对肩关节手术患者膈功能的影响,一项双盲随机对照试验。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-07 DOI: 10.1016/j.accpm.2025.101668
Mina Adolf Helmy, Bama Gamal, Lydia Magdy Milad, Akram El Adawy, Fatma Ibrahium, Sahar Kasem, Hanan Mustafa

Background: The Interscalene block offers adequate anesthesia and analgesia to the shoulder. Ipsilateral phrenic nerve paralysis is a common and generally well-tolerated consequence of the interscalene block. However, it may become clinically significant in patients with pre-existing respiratory conditions or limited pulmonary reserve. We hypothesized that a slow infusion of an interscalene block over 10 min would reduce the incidence of a complete phrenic nerve block.

Methods: This randomized controlled trial included 83 patients who underwent arthroscopic shoulder surgery. Patients were randomly allocated into one of two groups: single shot (n = 42), who received an interscalene block as a 10 mL 0.5% bupivacaine over 1 min, or slow infusion (n = 41), who received 10 mL 0.5% bupivacaine over 10 min via an indwelling catheter using a syringe pump. An experienced operator examined the corresponding hemidiaphragm for diaphragmatic excursion at baseline and 10-minute intervals for 30 min after the interscalene block. The main outcome variable was the incidence of complete phrenic nerve block.

Results: Eighty-three patients were included in the final analysis. Demographic data, including age, body mass index, sex, type, and duration of surgery, were not significantly different between the groups. The slow-infusion and single-shot groups showed 7% and 83% complete phrenic nerve block, respectively. Additionally, Forced Expiratory Volume at 1 sec (FEV1) and Forced Vital Capacity (FVC) at 30 min after block administration were significantly lower in the single-shot group. Notably, 24 h resting NRS score and morphine consumption were comparable between the groups, indicating preserved 24 h postoperative analgesic efficacy.

Conclusion: In adult patients undergoing arthroscopic shoulder surgery, continuous interscalene block reduced the incidence of complete phrenic nerve block to 7% compared to 83% in the single-shot block with comparable 24 h postoperative analgesic efficacy. Additionally, it preserved pulmonary function in terms of FEV1 and FVC without reducing analgesic efficacy compared with the single-shot approach.

Trial registration: ClinicalTrials.gov (NCT06820853).

背景:斜角肌间阻滞为肩部提供了足够的麻醉和镇痛。同侧膈神经麻痹是斜角肌间神经阻滞的一种常见且耐受性良好的后果。然而,在已有呼吸系统疾病或肺储备有限的患者中,它可能具有临床意义。我们假设在10分钟内缓慢输注斜角肌间阻滞可以减少完全膈神经阻滞的发生率。方法:这项随机对照试验纳入了83例接受肩关节镜手术的患者。患者被随机分为两组:单次注射组(n = 42), 1分钟内接受斜角肌间阻滞10ml 0.5%布比卡因,或慢速输注组(n = 41), 10分钟内通过注射泵留置导管接受10ml 0.5%布比卡因。经验丰富的操作者在基线和斜角肌间阻滞后每隔10分钟检查相应的半膈膈移位。主要结局变量为完全膈神经阻滞的发生率。结果:83例患者纳入最终分析。人口统计数据,包括年龄、体重指数、性别、类型和手术时间,在两组之间没有显著差异。慢速输注组和单次注射组膈神经完全阻滞率分别为7%和83%。此外,阻断给药后1秒用力呼气量(FEV1)和30分钟用力肺活量(FVC)在单次给药组显著降低。值得注意的是,两组之间24 h静息NRS评分和吗啡用量具有可比性,表明术后24 h镇痛效果保持不变。结论:在接受关节镜肩关节手术的成人患者中,连续斜角肌间阻滞将完全膈神经阻滞的发生率降低至7%,而单次阻滞的发生率为83%,且术后24小时的镇痛效果相当。此外,与单次注射相比,在FEV1和FVC方面,它保留了肺功能,而不降低镇痛效果。试验注册:ClinicalTrials.gov (NCT06820853)。
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引用次数: 0
Machine Learning analysis of functional outcome and hemodynamic parameters during stroke thrombectomy under general anesthesia. 全麻下脑卒中取栓过程中功能结局及血流动力学参数的机器学习分析。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-07 DOI: 10.1016/j.accpm.2025.101665
Francesca Rapido, Joris Pensier, Gauthier Salvignol, Claire Duflos, Fanchon Herman, Federico Cagnazzo, Paola Aceto, Julien Fendeleur, Cheyma Nassiri, Razyan Radu, Pierre-François Perrigault, Nicola Marchi, Vincent Costalat, Gerald Chanques

Background: Intraoperative hemodynamic management may influence cerebral perfusion and neurological recovery in patients undergoing mechanical thrombectomy (MT) for acute ischemic stroke (AIS). This study aimed to identify intraoperative blood pressure and heart rate patterns associated with three-month functional outcomes in AIS patients treated under general anesthesia, using a machine learning approach capable of capturing nonlinear relationships and variable interactions.

Methods: We conducted a post hoc analysis of a prospectively maintained cohort of consecutive patients with anterior circulation stroke who underwent MT under general anesthesia at a tertiary stroke center between March 2014 and June 2019. The primary outcome was functional independence at three months (modified Rankin Scale [mRS] score 0-2). Intraoperative hemodynamic variables were analyzed across pre- and post-reperfusion phases. An eXtreme Gradient Boosting (XGBoost) model was trained to predict outcomes, and SHapley Additive exPlanations (SHAP) were used to identify the most influential predictors.

Results: Among the 229 patients included, 101 (44.1%) achieved an mRS score of ≤2. Increased time spent with mean arterial pressure <80 mmHg and systolic blood pressure <140 mmHg before reperfusion was associated with unfavorable outcomes. Elevated intraoperative heart rate in the same phase also emerged as a strong marker of poor prognosis. The model demonstrated good predictive performance (AUC ROC = 0.85) with internal validation.

Conclusions: These findings highlight distinct intraoperative hemodynamic patterns associated with outcome after thrombectomy under general anesthesia and support further investigation into heart rate as a relevant physiological indicator during anesthetic care.

背景:术中血流动力学管理可能影响急性缺血性卒中(AIS)机械取栓(MT)患者的脑灌注和神经功能恢复。本研究旨在利用能够捕捉非线性关系和可变相互作用的机器学习方法,确定全身麻醉下AIS患者术中血压和心率模式与三个月功能结局相关。方法:我们对2014年3月至2019年6月在三级卒中中心接受全身麻醉的连续前循环卒中患者进行了前瞻性维持队列的事后分析。主要终点是3个月时的功能独立性(修正Rankin量表[mRS]评分0-2)。分析再灌注前后术中血流动力学变量。训练极端梯度增强(XGBoost)模型来预测结果,并使用SHapley加性解释(SHAP)来确定最具影响力的预测因子。结果:229例患者中,101例(44.1%)的mRS评分≤2分。结论:这些发现强调了全身麻醉下取栓后不同的术中血流动力学模式与预后相关,并支持进一步研究心率作为麻醉护理中的相关生理指标。
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引用次数: 0
Timing of Vasopressin Initiation Influences Renal Outcomes in Mixed Cardiogenic-Vasodilatory Shock Supported by VA-ECMO. 血管加压素起始时间影响VA-ECMO支持的心源性-血管扩张性混合休克的肾脏结局。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-07 DOI: 10.1016/j.accpm.2025.101670
Guinot Pierre-Grégoire, Maxime Nguyen, Vivien Berthoud, Osama Abou-Ara, Bélaïd Bouhemad, Christophe Beyls

Introduction: Mixed cardiogenic-vasodilatory shock carries high mortality. Vasopressin and veno-arterial extracorporeal membrane oxygenation (VA-ECMO) are used in refractory cases, but evidence on the optimal timing of vasopressin initiation remains limited.

Methods: This bicentric retrospective cohort study included 480 patients with mixed shock treated with vasopressin (n = 191) and VA-ECMO. Patients were categorized into no vasopressin (n = 289), early (<6 hours after VA-ECMO initiation; n = 98), and late (≥6 hours; n = 93) vasopressin groups. The primary outcome was new-onset or worsening AKI within 30 days. Analyses included multivariate logistic regression and propensity score-based inverse probability of treatment weighting (IPTW).

Results: Early vasopressin recipients had higher baseline norepinephrine-equivalent requirements than late vasopressin group and no vasopressin group (1.12 µg kg-1 min-1 [0.41;2.29] vs. 0.55 µg kg-1 min-1 [0.17;1.20], vs. 0.33 µg kg-1 min-1 [0.12;0.90], p < 0.001). In the overall cohort, early vasopressin use was associated with lower AKI incidence (49 patients (50.0%) vs. 216 patients (74.7%) %), and 49 patients (50.0%) vs. 73 patients (78.5%), p = 0.001), compared to no vasopressin use. The association was confirmed with unadjusted (OR: 0.35 [CI₉₅%: 0.21-0.59], p =  0.001 vs. no vasopressin use), and adjusted multivariate logistic regression (OR: 0.42 [CI₉₅%: 0.231-0.771], p =  0.005 vs. no vasopressin use). The rate of digestive ischemia and mortality did not differ between the three groups of patients.

Conclusions: Early vasopressin administration in VA-ECMO-supported mixed shock may reduce the incidence of acute kidney injury compared with no vasopressin use, without increasing adverse events. Prospective studies are warranted to confirm these findings and to determine the optimal timing of vasopressin therapy in this high-risk population.

导读:心源性-血管扩张性混合休克死亡率高。抗利尿激素和静脉-动脉体外膜氧合(VA-ECMO)用于难治性病例,但关于抗利尿激素起始的最佳时间的证据仍然有限。方法:本双中心回顾性队列研究纳入480例经血管加压素和VA-ECMO治疗的混合性休克患者(n = 191)。结果:早期接受抗利尿激素的患者基线去甲肾上腺素当量需求高于晚期抗利尿激素组和无抗利尿激素组(1.12µg kg-1 min-1 [0.41;2.29] vs. 0.55µg kg-1 min-1 [0.17;1.20] vs. 0.33µg kg-1 min-1 [0.12;0.90], p。与未使用抗利尿激素相比,在va - ecmo支持的混合休克中早期给予抗利尿激素可降低急性肾损伤的发生率,而不会增加不良事件。有必要进行前瞻性研究来证实这些发现,并确定在这一高危人群中抗利尿激素治疗的最佳时机。
{"title":"Timing of Vasopressin Initiation Influences Renal Outcomes in Mixed Cardiogenic-Vasodilatory Shock Supported by VA-ECMO.","authors":"Guinot Pierre-Grégoire, Maxime Nguyen, Vivien Berthoud, Osama Abou-Ara, Bélaïd Bouhemad, Christophe Beyls","doi":"10.1016/j.accpm.2025.101670","DOIUrl":"https://doi.org/10.1016/j.accpm.2025.101670","url":null,"abstract":"<p><strong>Introduction: </strong>Mixed cardiogenic-vasodilatory shock carries high mortality. Vasopressin and veno-arterial extracorporeal membrane oxygenation (VA-ECMO) are used in refractory cases, but evidence on the optimal timing of vasopressin initiation remains limited.</p><p><strong>Methods: </strong>This bicentric retrospective cohort study included 480 patients with mixed shock treated with vasopressin (n = 191) and VA-ECMO. Patients were categorized into no vasopressin (n = 289), early (<6 hours after VA-ECMO initiation; n = 98), and late (≥6 hours; n = 93) vasopressin groups. The primary outcome was new-onset or worsening AKI within 30 days. Analyses included multivariate logistic regression and propensity score-based inverse probability of treatment weighting (IPTW).</p><p><strong>Results: </strong>Early vasopressin recipients had higher baseline norepinephrine-equivalent requirements than late vasopressin group and no vasopressin group (1.12 µg kg<sup>-1</sup> min<sup>-1</sup> [0.41;2.29] vs. 0.55 µg kg<sup>-1</sup> min<sup>-1</sup> [0.17;1.20], vs. 0.33 µg kg<sup>-1</sup> min<sup>-1</sup> [0.12;0.90], p < 0.001). In the overall cohort, early vasopressin use was associated with lower AKI incidence (49 patients (50.0%) vs. 216 patients (74.7%) %), and 49 patients (50.0%) vs. 73 patients (78.5%), p = 0.001), compared to no vasopressin use. The association was confirmed with unadjusted (OR: 0.35 [CI₉₅%: 0.21-0.59], p =  0.001 vs. no vasopressin use), and adjusted multivariate logistic regression (OR: 0.42 [CI₉₅%: 0.231-0.771], p =  0.005 vs. no vasopressin use). The rate of digestive ischemia and mortality did not differ between the three groups of patients.</p><p><strong>Conclusions: </strong>Early vasopressin administration in VA-ECMO-supported mixed shock may reduce the incidence of acute kidney injury compared with no vasopressin use, without increasing adverse events. Prospective studies are warranted to confirm these findings and to determine the optimal timing of vasopressin therapy in this high-risk population.</p>","PeriodicalId":48762,"journal":{"name":"Anaesthesia Critical Care & Pain Medicine","volume":" ","pages":"101670"},"PeriodicalIF":4.7,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145483425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantifying the Effective Cricoid Force to Occlude the Esophageal Entrance in Anesthetized and Muscle-Relaxed Children: A Videolaryngoscopy-Based Assessment. 量化麻醉和肌肉放松儿童封堵食管入口的有效环状肌力:基于视频喉镜的评估。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-07 DOI: 10.1016/j.accpm.2025.101674
Ahed Zeidan, M Ramez Salem, Munir Bamadhaj, Aida Saifan, Arjang Khorasani, Jean-Xavier Mazoit, Hussein Sadek, Amr Addelaziz, Nabil Bamadhaj, Nebojsa Nick Knezevic

Background: When cricoid pressure was introduced in pediatric anesthesia, the cricoid force was not defined, leading pediatric anesthesiologists to question its necessity, effectiveness, and safety. We hypothesized that airway complications encountered in clinical practice may have resulted from the exertion of excessive cricoid force.

Methods: Using a novel instrument, we measured cricoid force during Glidescope® videolaryngoscopy in three groups of 40 anesthetized children: Group 1 (3 to 5 years), Group 2 (6 to 8 years), and Group 3 (9 to 14 years). A biased-coin up-and-down design was employed to estimate the median force required to prevent the insertion of a suction catheter into the esophagus.

Results: There were no instances of difficult endotracheal intubation. The median cricoid force required to prevent suction catheter insertion into the esophagus in 90% of patients was 4.85 Newton (N) (95% CI 4.12 to 7.34) in Group 1, 8.74 N (95% CI 8.30 to 9.73) in Group 2, and 13.0 N (95% CI 11.2 to 16.9) in Group 3.

Conclusions: Age-appropriate cricoid force applied under videolaryngoscopic guidance effectively occludes the esophageal entrance without compromising endotracheal intubation. These forces are substantially lower than the thresholds known to cause airway distortion or obstruction in children and are lower than the force recommended for adults. These findings may have implications for the use of cricoid pressure as a component of the rapid sequence intubation (RSI) technique in children at risk of pulmonary aspiration.

Trial registration: ClinicalTrials.gov (NCT05290844).

背景:当在小儿麻醉中引入环状膜压力时,环状膜力的定义不明确,导致儿科麻醉医师质疑其必要性、有效性和安全性。我们假设在临床实践中遇到的气道并发症可能是由于过度施加环状软骨力造成的。方法:使用一种新型仪器,我们测量了40名麻醉儿童在Glidescope®视频喉镜检查时的环状软骨力:1组(3 ~ 5岁),2组(6 ~ 8岁)和3组(9 ~ 14岁)。采用倾斜硬币上下设计来估计防止吸入导管插入食管所需的中位力。结果:无气管插管困难病例。在90%的患者中,防止吸管插入食管所需的环软骨中位力在第1组为4.85牛顿(N) (95% CI 4.12 ~ 7.34),在第2组为8.74牛顿(95% CI 8.30 ~ 9.73),在第3组为13.0牛顿(95% CI 11.2 ~ 16.9)。结论:在视频喉镜引导下应用适合年龄的环状膜力可有效阻断食管入口,且不影响气管插管。这些力大大低于已知的导致儿童气道扭曲或阻塞的阈值,也低于成人的推荐力。这些发现可能对在有肺误吸危险的儿童中使用环状膜压力作为快速顺序插管(RSI)技术的一个组成部分具有指导意义。试验注册:ClinicalTrials.gov (NCT05290844)。
{"title":"Quantifying the Effective Cricoid Force to Occlude the Esophageal Entrance in Anesthetized and Muscle-Relaxed Children: A Videolaryngoscopy-Based Assessment.","authors":"Ahed Zeidan, M Ramez Salem, Munir Bamadhaj, Aida Saifan, Arjang Khorasani, Jean-Xavier Mazoit, Hussein Sadek, Amr Addelaziz, Nabil Bamadhaj, Nebojsa Nick Knezevic","doi":"10.1016/j.accpm.2025.101674","DOIUrl":"https://doi.org/10.1016/j.accpm.2025.101674","url":null,"abstract":"<p><strong>Background: </strong>When cricoid pressure was introduced in pediatric anesthesia, the cricoid force was not defined, leading pediatric anesthesiologists to question its necessity, effectiveness, and safety. We hypothesized that airway complications encountered in clinical practice may have resulted from the exertion of excessive cricoid force.</p><p><strong>Methods: </strong>Using a novel instrument, we measured cricoid force during Glidescope® videolaryngoscopy in three groups of 40 anesthetized children: Group 1 (3 to 5 years), Group 2 (6 to 8 years), and Group 3 (9 to 14 years). A biased-coin up-and-down design was employed to estimate the median force required to prevent the insertion of a suction catheter into the esophagus.</p><p><strong>Results: </strong>There were no instances of difficult endotracheal intubation. The median cricoid force required to prevent suction catheter insertion into the esophagus in 90% of patients was 4.85 Newton (N) (95% CI 4.12 to 7.34) in Group 1, 8.74 N (95% CI 8.30 to 9.73) in Group 2, and 13.0 N (95% CI 11.2 to 16.9) in Group 3.</p><p><strong>Conclusions: </strong>Age-appropriate cricoid force applied under videolaryngoscopic guidance effectively occludes the esophageal entrance without compromising endotracheal intubation. These forces are substantially lower than the thresholds known to cause airway distortion or obstruction in children and are lower than the force recommended for adults. These findings may have implications for the use of cricoid pressure as a component of the rapid sequence intubation (RSI) technique in children at risk of pulmonary aspiration.</p><p><strong>Trial registration: </strong>ClinicalTrials.gov (NCT05290844).</p>","PeriodicalId":48762,"journal":{"name":"Anaesthesia Critical Care & Pain Medicine","volume":" ","pages":"101674"},"PeriodicalIF":4.7,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145483477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of hypoxemia during one-lung ventilation and postoperative complications: A retrospective cohort study. 单肺通气时低氧血症与术后并发症的关系:一项回顾性队列研究。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-07 DOI: 10.1016/j.accpm.2025.101672
Andres Zorrilla-Vaca, Daniel A Zapata-Pena, Raphael Bueno, Michael T Jaklitsch, Sergey Karamnov, Matthew B Allen

Introduction: Intraoperative hypoxemia is a frequent complication during one-lung ventilation (OLV) and may contribute to postoperative morbidity. Although hypoxemic events are often transient, their cumulative physiological impact remains poorly understood. This study evaluated the association between cumulative hypoxemia during OLV and postoperative pulmonary complications in patients undergoing lung surgery.

Methods: We conducted a retrospective cohort study of adult patients (≥18 years) who underwent thoracic surgery with OLV between January 2017 and February 2022. Cumulative hypoxemic burden was calculated as the area under the curve (AUC) below a peripheral oxygen saturation (SpO2) of 90% using trapezoidal integration. The primary outcome was a composite of severe pulmonary complications, including reintubation, prolonged mechanical ventilation, acute respiratory distress syndrome, extended non-invasive ventilatory support, and pneumonia. Multivariable logistic regression analysis was used to assess associations with outcomes, adjusting for potential confounders based on univariate analysis and biological plausibility.

Results: A total of 2,748 patients were included in this cohort, of which 60% underwent lung wedge resections, 25% lobectomies, and 14% segmentectomies. The incidence of severe pulmonary complications was 2.5%. In multivariable analysis adjusting for confounders, AUC of SpO2 < 90% was independently associated with the composite outcome with an estimated odds ratio (OR) of 1.21 (95% confidence interval [CI] 1.02 - 1.44) per 1% x hour increase in AUC (Fig. 2). There was no significant association between AUC of hypoxemia and secondary outcomes such as acute kidney injury (OR 1.14, 95%CI 0.96 - 1.36, P = 0.130), atrial fibrillation (OR 0.94, 95%CI 0.71 - 1.25, P = 0.680), delirium (OR 1.10, 95%CI 0.82 - 1.48, P = 0.523), and five-year all-cause mortality (hazard ratio 0.95, 95%CI 0.77-1.17, P = 0.620).

Conclusions: Cumulative hypoxemia during OLV is independently associated with increased risk of severe postoperative pulmonary complications. Prolonged hypoxemia (≥ 30 min) may be clinically significant and portend pulmonary complications. Further studies are warranted to explore features mediating this association.

术中低氧血症是单肺通气(OLV)中常见的并发症,可能导致术后并发症。虽然低氧血症事件通常是短暂的,但其累积的生理影响仍然知之甚少。本研究评估了肺部手术患者OLV期间累积低氧血症与术后肺部并发症之间的关系。方法:我们对2017年1月至2022年2月期间接受OLV胸外科手术的成年患者(≥18岁)进行了回顾性队列研究。累积低氧血症负荷采用梯形积分法计算外周氧饱和度(SpO2)低于90%时的曲线下面积(AUC)。主要结局是严重肺部并发症的复合,包括重新插管、长时间机械通气、急性呼吸窘迫综合征、延长无创通气支持和肺炎。多变量逻辑回归分析用于评估与结果的关联,根据单变量分析和生物学合理性调整潜在混杂因素。结果:该队列共纳入2748例患者,其中60%行肺楔形切除术,25%行肺叶切除术,14%行肺节段切除术。严重肺部并发症发生率为2.5%。在调整混杂因素的多变量分析中,SpO2 < 90%的AUC与复合结果独立相关,估计AUC每增加1% x小时的比值比(OR)为1.21(95%置信区间[CI] 1.02 - 1.44)(图2)。低氧血症的AUC与急性肾损伤(OR 1.14, 95%CI 0.96 - 1.36, P = 0.130)、房颤(OR 0.94, 95%CI 0.71 - 1.25, P = 0.680)、谵妄(OR 1.10, 95%CI 0.82 - 1.48, P = 0.523)和5年全因死亡率(风险比0.95,95%CI 0.77-1.17, P = 0.620)等继发性结局无显著相关性。结论:OLV期间的累积低氧血症与严重术后肺部并发症的风险增加独立相关。长时间低氧血症(≥30分钟)可能具有临床意义,预示着肺部并发症。需要进一步的研究来探索介导这种关联的特征。
{"title":"Association of hypoxemia during one-lung ventilation and postoperative complications: A retrospective cohort study.","authors":"Andres Zorrilla-Vaca, Daniel A Zapata-Pena, Raphael Bueno, Michael T Jaklitsch, Sergey Karamnov, Matthew B Allen","doi":"10.1016/j.accpm.2025.101672","DOIUrl":"https://doi.org/10.1016/j.accpm.2025.101672","url":null,"abstract":"<p><strong>Introduction: </strong>Intraoperative hypoxemia is a frequent complication during one-lung ventilation (OLV) and may contribute to postoperative morbidity. Although hypoxemic events are often transient, their cumulative physiological impact remains poorly understood. This study evaluated the association between cumulative hypoxemia during OLV and postoperative pulmonary complications in patients undergoing lung surgery.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study of adult patients (≥18 years) who underwent thoracic surgery with OLV between January 2017 and February 2022. Cumulative hypoxemic burden was calculated as the area under the curve (AUC) below a peripheral oxygen saturation (SpO<sub>2</sub>) of 90% using trapezoidal integration. The primary outcome was a composite of severe pulmonary complications, including reintubation, prolonged mechanical ventilation, acute respiratory distress syndrome, extended non-invasive ventilatory support, and pneumonia. Multivariable logistic regression analysis was used to assess associations with outcomes, adjusting for potential confounders based on univariate analysis and biological plausibility.</p><p><strong>Results: </strong>A total of 2,748 patients were included in this cohort, of which 60% underwent lung wedge resections, 25% lobectomies, and 14% segmentectomies. The incidence of severe pulmonary complications was 2.5%. In multivariable analysis adjusting for confounders, AUC of SpO<sub>2</sub> < 90% was independently associated with the composite outcome with an estimated odds ratio (OR) of 1.21 (95% confidence interval [CI] 1.02 - 1.44) per 1% x hour increase in AUC (Fig. 2). There was no significant association between AUC of hypoxemia and secondary outcomes such as acute kidney injury (OR 1.14, 95%CI 0.96 - 1.36, P = 0.130), atrial fibrillation (OR 0.94, 95%CI 0.71 - 1.25, P = 0.680), delirium (OR 1.10, 95%CI 0.82 - 1.48, P = 0.523), and five-year all-cause mortality (hazard ratio 0.95, 95%CI 0.77-1.17, P = 0.620).</p><p><strong>Conclusions: </strong>Cumulative hypoxemia during OLV is independently associated with increased risk of severe postoperative pulmonary complications. Prolonged hypoxemia (≥ 30 min) may be clinically significant and portend pulmonary complications. Further studies are warranted to explore features mediating this association.</p>","PeriodicalId":48762,"journal":{"name":"Anaesthesia Critical Care & Pain Medicine","volume":" ","pages":"101672"},"PeriodicalIF":4.7,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145483135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning-Based Immunocompromise and Severity Score for Early risk stratification of critically ill patients. 基于机器学习的危重患者早期风险分层免疫功能低下和严重程度评分。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-06 DOI: 10.1016/j.accpm.2025.101664
Junlong Gao, Qianqian Zhou, Fangfang Han, Yonghong Li, Xu Zhang, Kaihui Miao, Suheng Chen, Hong Zhang, Yulan Li
<p><strong>Background: </strong>Immunocompromise is common in the intensive care unit (ICU) and is strongly associated with adverse outcomes. However, robust quantitative tools for assessing the severity of immunocompromise are lacking. We aimed to develop and validate a machine learning-powered immunocompromise score and its risk stratification based on common immunocompromise conditions and biomarkers in the ICU.</p><p><strong>Methods: </strong>A single-centre retrospective study was carried out in two ICUs of an academic tertiary care center in China. Adult patients who were admitted to the ICU for at least three days were enrolled. Feature selection was performed via the Boruta algorithm. The primary endpoint was 28-day all-cause mortality, whereas secondary endpoints included septic shock, the use of special antimicrobial agents, the peak levels of interleukin-6 (IL-6), etc. Seven machine learning models were developed via 10-fold cross-validation. The predicted probabilities from the optimal model were used to define the Immunocompromise and Severity (ICS) Score. To rapidly obtain patient immunocompromise information, a simplified ICS score (SICS score) was developed based on LASSO-selected features from day 1. Additionally, secondary endpoints were used to validate the rationale of ICS and SICS scores, and 216 patients were included for temporal validation.</p><p><strong>Results: </strong>A total of 1863 patients were included for Algorithm derivation, with 679 deaths (36.9%). Among the seven machine learning models, the XGBoost model using data from the first 3 ICU days showed the highest performance, defined as ICS score (AUC 0.887; sensitivity 0.896; specificity 0.723; accuracy 0.787), and its performance was superior to that of the APACHE II and SOFA (P < 0.001). The LASSO algorithm selected 5 key variables (age, organ failure, immune impairing diseases and treatments, and IL-6 >100 pg/mL with lymphopenia <0.8×10<sup>9</sup>/L) on ICU Day 1, for the SICS score (AUC 0.851; sensitivity 0.83; specificity 0.72; accuracy 0.765). The ICS and SICS scores effectively stratified patients into low, moderate, and high-risk groups with similar mortality rates (2.6% vs. 2.8%; 24.2% vs. 24.4%; 69.9% vs. 69.6%). Notably, the ICS score identified a greater proportion of patients in both the low (31.4% vs. 19.6%) and high risk (42.6% vs. 36.6%) groups. Secondary endpoints were significantly correlated with higher risk stratification, supporting the rationality of ICS and SICS scores. An additional 216 patients were used for temporal validation, yielding an AUC of 0.854 for the ICS score and 0.845 for the SICS score.</p><p><strong>Conclusions: </strong>Derived from common immunocompromising conditions and biomarkers, the ICS and SICS scores and their risk stratification system provide an accurate and timely solution for identifying and stratifying immunocompromise in critically ill patients. This framework may facilitate early clinical decision-making a
背景:免疫功能低下在重症监护病房(ICU)很常见,并与不良结局密切相关。然而,缺乏评估免疫功能低下严重程度的可靠定量工具。我们的目标是开发和验证机器学习驱动的免疫损害评分及其基于ICU常见免疫损害条件和生物标志物的风险分层。方法:对中国某学术三级医疗中心的2个icu进行单中心回顾性研究。在ICU住院至少3天的成年患者被纳入研究。通过Boruta算法进行特征选择。主要终点是28天全因死亡率,次要终点包括感染性休克、特殊抗菌药物的使用、白细胞介素-6 (IL-6)的峰值水平等。通过10倍交叉验证开发了7个机器学习模型。从最优模型预测的概率被用来定义免疫损害和严重性(ICS)评分。为了快速获得患者免疫功能低下信息,基于lasso选择的第1天特征,开发了简化的ICS评分(SICS评分)。此外,次要终点用于验证ICS和SICS评分的基本原理,并纳入216例患者进行时间验证。结果:共纳入1863例患者进行算法推导,其中死亡679例(36.9%)。在7个机器学习模型中,使用ICU前3天数据的XGBoost模型表现出最高的性能,定义为ICS评分(AUC 0.887,灵敏度0.896,特异性0.723,准确性0.787),其性能优于APACHE II和SOFA (P 100 pg/mL,淋巴细胞减少9/L)在ICU第1天的SICS评分(AUC 0.851,灵敏度0.83,特异性0.72,准确性0.765)。ICS和SICS评分有效地将患者分为低、中、高风险组,死亡率相似(2.6%对2.8%;24.2%对24.4%;69.9%对69.6%)。值得注意的是,ICS评分在低危组(31.4% vs. 19.6%)和高危组(42.6% vs. 36.6%)中发现了更大比例的患者。次要终点与较高的风险分层显著相关,支持ICS和SICS评分的合理性。另外216例患者用于时间验证,ICS评分的AUC为0.854,SICS评分的AUC为0.845。结论:ICS和SICS评分及其风险分层系统基于常见的免疫功能低下状况和生物标志物,为危重患者免疫功能低下的识别和分层提供了准确、及时的解决方案。该框架可促进早期临床决策和资源分配。
{"title":"Machine Learning-Based Immunocompromise and Severity Score for Early risk stratification of critically ill patients.","authors":"Junlong Gao, Qianqian Zhou, Fangfang Han, Yonghong Li, Xu Zhang, Kaihui Miao, Suheng Chen, Hong Zhang, Yulan Li","doi":"10.1016/j.accpm.2025.101664","DOIUrl":"https://doi.org/10.1016/j.accpm.2025.101664","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Immunocompromise is common in the intensive care unit (ICU) and is strongly associated with adverse outcomes. However, robust quantitative tools for assessing the severity of immunocompromise are lacking. We aimed to develop and validate a machine learning-powered immunocompromise score and its risk stratification based on common immunocompromise conditions and biomarkers in the ICU.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A single-centre retrospective study was carried out in two ICUs of an academic tertiary care center in China. Adult patients who were admitted to the ICU for at least three days were enrolled. Feature selection was performed via the Boruta algorithm. The primary endpoint was 28-day all-cause mortality, whereas secondary endpoints included septic shock, the use of special antimicrobial agents, the peak levels of interleukin-6 (IL-6), etc. Seven machine learning models were developed via 10-fold cross-validation. The predicted probabilities from the optimal model were used to define the Immunocompromise and Severity (ICS) Score. To rapidly obtain patient immunocompromise information, a simplified ICS score (SICS score) was developed based on LASSO-selected features from day 1. Additionally, secondary endpoints were used to validate the rationale of ICS and SICS scores, and 216 patients were included for temporal validation.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;A total of 1863 patients were included for Algorithm derivation, with 679 deaths (36.9%). Among the seven machine learning models, the XGBoost model using data from the first 3 ICU days showed the highest performance, defined as ICS score (AUC 0.887; sensitivity 0.896; specificity 0.723; accuracy 0.787), and its performance was superior to that of the APACHE II and SOFA (P &lt; 0.001). The LASSO algorithm selected 5 key variables (age, organ failure, immune impairing diseases and treatments, and IL-6 &gt;100 pg/mL with lymphopenia &lt;0.8×10&lt;sup&gt;9&lt;/sup&gt;/L) on ICU Day 1, for the SICS score (AUC 0.851; sensitivity 0.83; specificity 0.72; accuracy 0.765). The ICS and SICS scores effectively stratified patients into low, moderate, and high-risk groups with similar mortality rates (2.6% vs. 2.8%; 24.2% vs. 24.4%; 69.9% vs. 69.6%). Notably, the ICS score identified a greater proportion of patients in both the low (31.4% vs. 19.6%) and high risk (42.6% vs. 36.6%) groups. Secondary endpoints were significantly correlated with higher risk stratification, supporting the rationality of ICS and SICS scores. An additional 216 patients were used for temporal validation, yielding an AUC of 0.854 for the ICS score and 0.845 for the SICS score.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;Derived from common immunocompromising conditions and biomarkers, the ICS and SICS scores and their risk stratification system provide an accurate and timely solution for identifying and stratifying immunocompromise in critically ill patients. This framework may facilitate early clinical decision-making a","PeriodicalId":48762,"journal":{"name":"Anaesthesia Critical Care & Pain Medicine","volume":" ","pages":"101664"},"PeriodicalIF":4.7,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145477123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inhaled nebulized adrenaline delivery in children and adults: a simulation study. 儿童和成人吸入雾化肾上腺素:一项模拟研究。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-06 DOI: 10.1016/j.accpm.2025.101667
Natalie V Anderson, William F Ditcham, Barry Clements, Britta S von Ungern-Sternberg

Objective: Sometimes, there is an urgent need to administer inhaled adrenaline to children, awake, sedated or anaesthetised to treat asthma, bronchospasm, croup, and suspected laryngeal/pharyngeal oedema or stridor, which can become severe or even life-threatening. To better inform emergency dosing and administration guidelines, we aimed to quantify the amount of adrenaline delivered for inhalation from a nebuliser, in a simulated experimental delivery set-up for spontaneously breathing children and adults, either via an anaesthetic face mask, a Laryngeal Mask Airway (LMA) or an Endotracheal tube (ETT).

Methods: Adrenaline was delivered using a jet or vibrating-mesh nebuliser as per standard hospital protocols for each patient's weight: 3, 12, 30 and 75 kg, using age and weight-appropriate LMA, ETT or facemask, and collected on a filter to represent the inhaled dose. Adrenaline was rinsed from the filter and stored at 4 degrees Celsius until quantified using liquid chromatography.

Results: The facemask delivered a smaller inhaled mass percentage (2-10%) compared to an LMA (8-15%) with any patient weight (p < 0.001), and an ETT (12-32%) delivered 2 times more than an LMA (p <  0.001).

Conclusion: The dose delivered using an LMA was approximately four times that of the facemask for infants and young children, and ETT was two times more than LMA. Future research should consider improving the delivery efficiency of nebulised adrenaline via LMA for children of all sizes in appropriate circumstances and investigate improving drug delivery to children via facemask, as well as the safety and efficacy of higher-dosage regimens.

目的:有时,儿童在清醒、镇静或麻醉状态下,迫切需要吸入肾上腺素,以治疗哮喘、支气管痉挛、痉挛和疑似喉/咽水肿或喘鸣,这些症状可能变得严重甚至危及生命。为了更好地告知紧急剂量和给药指南,我们旨在量化从喷雾器吸入的肾上腺素量,在一个模拟的实验给药装置中,通过麻醉面罩、喉罩气道(LMA)或气管内管(ETT)给药,供自主呼吸的儿童和成人使用。方法:根据医院标准方案,根据每位患者的体重(3,12,30和75 kg),使用喷射或振动网喷雾器输送肾上腺素,使用适合年龄和体重的LMA, ETT或面罩,并在过滤器上收集以表示吸入剂量。肾上腺素从过滤器中冲洗出来,保存在4摄氏度,直到用液相色谱法定量。结果:与任何患者体重相比,面罩的吸入质量百分比(2-10%)小于LMA (8-15%) (p)。结论:使用LMA给药的剂量约为婴幼儿面罩的4倍,ETT是LMA的2倍。未来的研究应考虑在适当的情况下,提高各种体型儿童经LMA雾化肾上腺素的给药效率,并研究改善儿童面罩给药,以及高剂量方案的安全性和有效性。
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引用次数: 0
From Cuffs to Code: Machine Learning in Non-Invasive Blood Pressure Monitoring 从手铐到代码:无创血压监测中的机器学习。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-04 DOI: 10.1016/j.accpm.2025.101655
Ravi Pal , Joshua Le , Theodora Wingert , Oren Avram , Jiayu Yu , Aidan Adham , Patrick Schoettker , Alexandre Joosten , Maxime Cannesson
Blood pressure (BP) measurement in both acute care and outpatient settings is essential, as conditions like hypertension and hypotension are common and often asymptomatic until organ damage occurs. These conditions significantly increase the risk of morbidity and mortality but can be effectively managed through early detection and treatment. For decades, cuff-based devices have dominated non-invasive BP monitoring; however, they are often bulky, inconvenient, and limited to intermittent measurements. In recent years, machine learning (ML) and artificial intelligence (AI)–based approaches for BP estimation from non-invasive physiological signals—such as electrocardiography (ECG) and photoplethysmography (PPG)—have generated considerable interest. These innovations promise to enable continuous, cuff-less BP monitoring, expanding the reach of BP assessment into wearable devices and facilitating more dynamic, patient-centered care. This review provides a comprehensive overview of the evolution of non-invasive BP measurement technologies, with particular emphasis on emerging AI-driven methods and trends shaping the development of continuous and wearable solutions. While these technologies offer new opportunities for continuous monitoring and patient engagement, this review focuses on their conceptual and technological development rather than detailed performance evaluation or clinical validation.
在急性护理和门诊环境中测量血压(BP)是必不可少的,因为高血压和低血压等疾病很常见,并且在器官受损之前通常没有症状。这些疾病显著增加了发病和死亡的风险,但可以通过早期发现和治疗得到有效控制。几十年来,基于袖带的设备一直主导着非侵入性血压监测;然而,它们通常体积庞大,不方便,并且仅限于间歇性测量。近年来,基于机器学习(ML)和人工智能(AI)的方法从非侵入性生理信号(如心电图(ECG)和光电容积脉搏波(PPG))中估计BP已经引起了相当大的兴趣。这些创新有望实现连续、无袖带的血压监测,将血压评估的范围扩展到可穿戴设备,并促进更动态、以患者为中心的护理。这篇综述全面概述了非侵入性血压测量技术的发展,特别强调了新兴的人工智能驱动的方法和趋势,这些方法和趋势塑造了连续和可穿戴解决方案的发展。虽然这些技术为持续监测和患者参与提供了新的机会,但本综述侧重于它们的概念和技术发展,而不是详细的性能评估或临床验证。
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引用次数: 0
Comments on virtual reality for reduction of intraprocedural pharmacological sedation and analgesia in adult patients 虚拟现实技术在减少成人患者术中镇静镇痛作用中的应用。
IF 4.7 3区 医学 Q1 ANESTHESIOLOGY Pub Date : 2025-11-01 DOI: 10.1016/j.accpm.2025.101630
Sebastian M. Wilkinson , Shubhashish Banerjee
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引用次数: 0
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Anaesthesia Critical Care & Pain Medicine
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