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Validity of ICU prognostic risk stratification tools in the oldest patients: a comparative analysis of clinical scores in a multicenter binational cohort. ICU预后风险分层工具在老年患者中的有效性:多中心两国队列临床评分的比较分析。
IF 3.1 Pub Date : 2026-01-17 DOI: 10.1186/s44158-026-00339-1
Je Min Suh, Laurence Weinberg, Nattaya Raykateeraroj, Kaden Tran, David Pilcher, Dong-Kyu Lee

Background: With the growing numbers of nonagenarians and centenarians admitted to intensive care, clinicians face complex decisions regarding care appropriateness and intensity. Prognostic tools such as APACHE III, SOFA, and the Australia and New Zealand Risk of Death (ANZROD) model are widely used, yet their validity in very old patients remains uncertain given the influence of frailty, multimorbidity, and age-related physiological changes. In this study, we evaluated and compared the performance of APACHE III, its Risk of Death score, SOFA, and ANZROD in a large binational cohort of ICU-admitted nonagenarians and centenarians, assessing discrimination, calibration, and predictive utility for short- and long-term mortality using AUROC, standardized mortality ratios, and decision curve analysis.

Methods: We conducted a multicenter retrospective cohort study of 40,910 patients aged 90 years and older who were admitted to ICUs across Australia and New Zealand from 2010 to 2024. Discrimination was assessed using time-dependent area under the receiver operating characteristic curve (AUROC). Calibration was evaluated with standardized mortality ratios (SMRs), and clinical utility was examined using decision curve analysis (DCA) across ICU, hospital, 1-month, 6-month, and 1-year mortality outcomes.

Results: ANZROD consistently showed the highest discriminative ability, with AUROCs of 0.870 for ICU mortality and 0.768 for 1-month mortality. APACHEIII ROD and APACHE III followed, while SOFA had the lowest AUROCs across all timepoints. SMR analysis revealed overestimation of short term and underestimation of long term mortality by all models. ANZROD had the best calibration for hospital mortality. DCA showed ANZROD provided greater net benefit than the other scores at clinically relevant thresholds.

Conclusions: In this large binational cohort of over 40,000 nonagenarian and centenarian ICU patients, ANZROD outperformed APACHE III and SOFA in short-term mortality prediction, but all models showed poor calibration and declining discrimination over longer horizons. Current scores remain useful for benchmarking but are limited for individual decision-making, underscoring the need for age-specific prognostic tools that integrate frailty, function, and geriatric priorities.

Trial registration: ACTRN12625000775415 (23/07/2025).

背景:随着越来越多的九十岁和百岁老人接受重症监护,临床医生面临着关于护理适当性和强度的复杂决策。预后工具如APACHE III、SOFA和澳大利亚和新西兰死亡风险(ANZROD)模型被广泛使用,但由于虚弱、多病和与年龄相关的生理变化的影响,它们在高龄患者中的有效性仍不确定。在这项研究中,我们评估并比较了APACHE III的表现、其死亡风险评分、SOFA和ANZROD在icu住院的百岁老人和百岁老人的大型两国队列中的表现,使用AUROC、标准化死亡率和决策曲线分析评估了短期和长期死亡率的区分、校准和预测效用。方法:我们对2010年至2024年澳大利亚和新西兰icu收治的40910例90岁及以上患者进行了多中心回顾性队列研究。采用受试者工作特征曲线下的时间依赖面积(AUROC)评估鉴别。使用标准化死亡率(SMRs)评估校准,并使用决策曲线分析(DCA)检查ICU、医院、1个月、6个月和1年死亡率结果的临床效用。结果:ANZROD始终表现出最高的判别能力,ICU死亡率的auroc为0.870,1个月死亡率的auroc为0.768。其次是APACHEIII ROD和APACHEIII,而SOFA在所有时间点上的auroc最低。SMR分析显示,所有模型对短期死亡率估计过高,对长期死亡率估计过低。ANZROD对医院死亡率有最好的校准。DCA显示ANZROD在临床相关阈值上比其他评分提供更大的净收益。结论:在这个超过40,000名老年和百岁ICU患者的大型两国队列中,ANZROD在短期死亡率预测方面优于APACHE III和SOFA,但所有模型都显示出较差的校准和较长时间的歧视。目前的评分仍然对基准有用,但对个人决策有限制,强调需要针对特定年龄的预后工具,将虚弱,功能和老年优先事项结合起来。试验注册:ACTRN12625000775415(23/07/2025)。
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引用次数: 0
The effect of opioids on the light-off pupillary reflex. 阿片类药物对点亮瞳孔反射的影响。
IF 3.1 Pub Date : 2026-01-16 DOI: 10.1186/s44158-026-00340-8
Rachel Eshima McKay, Merlín D Larson

Objective: We examined the relationship between modeled opioid concentration and quantitative pupillary measures during remifentanil infusion sequences with particular attention to the "light-off" (LO) reflex.

Methods: Ten volunteer subjects were recruited to undergo two 10-min remifentanil infusion protocols. Pupillary unrest in ambient light (PUAL) and LO were measured at baseline and every 2.5 min during the first 10-min infusion-25-min recovery sequence, and after a wash-out period, the Neurological Pupillary index (NPi) and LO were measured during an identical infusion-recovery sequence. We tested proportional change in each parameter from baseline as indicators of dynamic opioid effect.

Results: On average, remifentanil decreased both LO dilation and PUAL by > 85%, decreased pupil diameter by > 48%, but did not significantly alter the NPi. Hypoxia occurred in 15/16 sequences. LO and PUAL both showed excellent discrimination between high-toxic versus zero-moderate opioid effect. In contrast to PUAL and LO, the scaled pupillary light reflex measurement (NPi) was not altered by opioids.

Conclusion: LO and PUAL were robust indicators of opioid effect and provided equivalent estimates of respiratory depression risk in our healthy awake subjects. Compared with PUAL, LO offers the advantage of being intuitive and easily derived at the bedside without need for specialized software.

Significance: Measurement of the pupillary LO reflex with a portable pupillometer provides a simple, discriminating measure of opioid effect. Remifentanil blocks the pupillary LO reflex.

目的:研究瑞芬太尼输注过程中模拟阿片类药物浓度与瞳孔定量测量之间的关系,并特别关注“熄灯”(LO)反射。方法:招募10名志愿者接受两种10分钟的瑞芬太尼输注方案。在第一个10分钟输注-25分钟恢复序列中,在基线和每2.5分钟测量一次瞳孔在环境光下的不稳定性(PUAL)和LO,在冲洗期后,在相同的输注-恢复序列中测量神经瞳孔指数(NPi)和LO。我们测试了每个参数从基线的比例变化作为动态阿片类药物效应的指标。结果:瑞芬太尼平均使瞳孔扩张和PUAL降低了85%,瞳孔直径降低了48%,但对NPi无显著影响。缺氧发生在15/16序列中。LO和PUAL对阿片高毒性效应和零中度效应都有很好的区分。与PUAL和LO相比,阿片类药物没有改变瞳孔光反射测量(NPi)。结论:LO和PUAL是阿片类药物效应的可靠指标,为健康清醒受试者的呼吸抑制风险提供了等效的估计。与PUAL相比,LO提供了直观的优势,无需专门的软件即可在床边轻松导出。意义:用便携式瞳孔计测量瞳孔低反射提供了一种简单、有区别的测量阿片效应的方法。瑞芬太尼阻断瞳孔LO反射。
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引用次数: 0
Caffeine before cesarean delivery: a novel preventive strategy against spinal hypotension, a double blind placebo-controlled trial. 剖宫产前咖啡因:一种新的预防脊柱低血压的策略,一项双盲安慰剂对照试验。
IF 3.1 Pub Date : 2026-01-15 DOI: 10.1186/s44158-025-00333-z
Mina Adolf Helmy, Kerlous Adolf Helmy, Rana M Zaki, Sara A Khatab, Sherif Alaa Embaby, Reham Amin Kaddah, Mohamed Ahmed Shamma, Lydia Magdy Milad

Background: Spinal anesthesia-induced hypotension is a common complication during cesarean delivery, often requiring vasopressor support, and is associated with maternal discomfort. Caffeine, a central nervous system stimulant with well-documented cardiovascular effects, may provide a simple adjunct to enhance hemodynamic stability. We aimed to evaluate the efficacy of a single preoperative 200 mg oral caffeine dose in reducing the incidence and severity of hypotension following spinal anesthesia in healthy patients undergoing elective cesarean delivery.

Methods: In this randomized controlled trial, 90 patients classified as ASA II and scheduled for elective cesarean delivery under spinal anesthesia were assigned to receive either 200 mg oral caffeine or a placebo 30 min before the procedure. Hemodynamic parameters, the incidence and severity of hypotension, baseline and 60 min post-administration serum caffeine levels, ephedrine requirements, incidence of postoperative nausea and vomiting, and post-dural puncture headache were recorded and analyzed.

Results: Caffeine administration significantly reduced the incidence of hypotension (9% vs. 33%, p < 0.05). Severe hypotension was not observed in the caffeine group. Patients in the caffeine group demonstrated greater hemodynamic stability, with a delayed onset of hypotension and reduced ephedrine requirements. No significant differences were observed in the incidence of bradycardia, tachycardia, or reactive hypertension. Neonatal outcomes were comparable between the groups. Additionally, caffeine was associated with lower rates of postoperative nausea and vomiting (2% vs. 20%) and post-dural puncture headache (2% vs. 16%) at 24 h.

Conclusion: Preoperative administration of 200 mg oral caffeine is a cost-effective strategy for reducing spinal anesthesia-induced hypotension, the incidence of postoperative nausea and vomiting, and post-dural puncture headache in healthy patients undergoing elective cesarean delivery. These findings support further investigation of the role of caffeine as an adjunct in obstetric anesthesia.

Trial registration: The study was registered by the principal investigator (M. Helmy) at ClinicalTrials.gov under the identifier NCT07076654 on July 11, 2025.

背景:脊髓麻醉引起的低血压是剖宫产的常见并发症,通常需要血管加压剂支持,并与产妇不适有关。咖啡因是一种中枢神经系统兴奋剂,具有良好的心血管作用,可能提供一种简单的辅助剂来增强血液动力学稳定性。我们的目的是评估术前单次口服200 mg咖啡因在减少健康患者择期剖宫产脊髓麻醉后低血压的发生率和严重程度方面的疗效。方法:在这项随机对照试验中,90例ASA II级并计划在脊髓麻醉下择期剖宫产的患者在手术前30分钟接受200 mg口服咖啡因或安慰剂。记录并分析血流动力学参数、低血压发生率及严重程度、给药后基线及60分钟血清咖啡因水平、麻黄碱需氧量、术后恶心呕吐发生率及硬脑膜穿刺后头痛。结果:咖啡因可显著降低低血压的发生率(9% vs 33%)。结论:术前口服200 mg咖啡因可降低择期剖宫产的健康患者腰麻所致低血压、术后恶心呕吐和硬膜穿刺后头痛的发生率。这些发现支持进一步研究咖啡因在产科麻醉中的辅助作用。试验注册:该研究由首席研究员(M. Helmy)于2025年7月11日在ClinicalTrials.gov网站注册,注册号为NCT07076654。
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引用次数: 0
Anaesthesiological and perioperative aspects of fully robotic versus open liver transplantation: a matched case-control study. 全机器人与开放式肝移植的麻醉和围手术期比较:一项匹配的病例对照研究。
IF 3.1 Pub Date : 2026-01-13 DOI: 10.1186/s44158-025-00327-x
Martina Tosi, Erika Roat, Emanuela Biagioni, Filippo Bondi, Giovanni Chierego, Stefano De Julis, Marta Talamonti, Paolo Magistri, Gian Piero Guerrini, Stefano Busani, Stefano Di Sandro, Fabrizio Di Benedetto, Massimo Girardis

Background: Robotic liver transplantation (LT) is a recent advancement in minimally invasive surgery; however, perioperative and anaesthetic management have not yet been described in detail. This study aimed to characterise the anaesthetic course of fully robotic LT and compare the perioperative outcomes with those of propensity score-matched open LT.

Methods: We conducted an observational, retrospective, single-centre study at Modena University Hospital. Fully robotic LTs were compared with matched open LTs. Matching was performed in a 1:1 ratio according to age, sex, BMI, year of transplantation, indication, presence of hepatocellular carcinoma, and MELD score.

Results: Eighteen robotic and 457 open LTs were initially identified; after matching, 11 robotic and 11 open cases were included in the study. In the robotic group, the operative time was longer (p < 0.05) and associated (p < 0.05) with higher lactate levels, greater norepinephrine requirement, and larger blood loss, requiring a larger use of blood components compared to standard open surgery. Postoperatively, extubation timing, cardiovascular, respiratory, and liver function recovery, and renal complications were comparable between the groups. Pain control required less opioids (p < 0.05) and ICU (p > 0.05) and hospital stay (p < 0.05) were lower in robotic than in open surgery.

Conclusions: Fully robotic LT is associated with longer operative times, greater blood loss, and increased haemodynamic demands. Despite these challenges, postoperative recovery, particularly hospital stay, appears to be favourable. Larger multicentre studies are needed to validate these findings and refine the anaesthetic strategies.

背景:机器人肝移植(LT)是微创手术的最新进展;然而,围手术期和麻醉管理尚未详细描述。本研究旨在描述全机器人肝移植的麻醉过程,并将其围手术期结果与倾向评分匹配的开放式肝移植进行比较。方法:我们在摩德纳大学医院进行了一项观察性、回顾性、单中心研究。将完全机器人lt与匹配的开放式lt进行比较。根据年龄、性别、BMI、移植年份、适应证、是否存在肝细胞癌和MELD评分按1:1的比例进行匹配。结果:最初确定了18个机器人和457个开放式lt;匹配后,将11个机器人病例和11个开放病例纳入研究。在机器人组中,手术时间更长(p < 0.05),住院时间更长(p < 0.05)。结论:完全机器人LT与更长的手术时间、更大的出血量和更高的血流动力学需求相关。尽管存在这些挑战,但术后恢复,特别是住院,似乎是有利的。需要更大规模的多中心研究来验证这些发现并完善麻醉策略。
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引用次数: 0
Real-time prediction of ventilator-associated pneumonia onset in ICU: development of a dynamic machine learning model. ICU中呼吸机相关肺炎发病的实时预测:动态机器学习模型的开发。
IF 3.1 Pub Date : 2026-01-13 DOI: 10.1186/s44158-025-00313-3
Simone Zappalà, Lucrezia Rovati, Francesca Alfieri, Andrea Ancona, Amedeo Guzzardella, Giacomo Grasselli, Vittorio Scaravilli

Background: Ventilator-associated pneumonia (VAP) is a preventable complication of invasive mechanical ventilation (IMV) with a significant healthcare impact. Early risk prediction is crucial, but current models lack real-time adaptability. This study develops a real-time VAP prediction model using machine learning and high-resolution EHR data from the MIMIC-III database.

Methods: We analyzed 3523 ICU stays (3204 patients) from MIMIC-III, including adults who received IMV for at least 48 h. VAP was labeled based on microbiological cultures and antibiotic initiation. A real-time ensemble model of XGBoost regressors was developed to predict time to VAP onset, incorporating vital signs, ventilator data, and lab results. Two static classifiers (24 h and 48 h) were also compared.

Results: VAP occurred in 595 ICU stays (16.89%), with an incidence rate of 23.77 per 1000 IMV-days. Median VAP onset was 113.5 h post-IMV. The real-time model outperformed static models with a C-index of 0.68, AUROC of 0.71, and AUPRC of 0.36. It provided a median lead time of 53 h before VAP onset, with key predictors including temperature, respiratory rate, and minute ventilation.

Conclusion: We present a real-time VAP prediction model that outperforms static classifiers, providing actionable lead time for proactive microbiological surveillance. The model enables risk stratification for enhanced monitoring and, when clinically indicated, timely targeted antimicrobial therapy. Future work will focus on multicenter prospective validation and integration into ICU workflows to assess clinical utility and impact on patient outcomes.

背景:呼吸机相关性肺炎(VAP)是一种可预防的有创机械通气(IMV)并发症,对医疗保健有重大影响。早期风险预测至关重要,但目前的模型缺乏实时适应性。本研究利用机器学习和来自MIMIC-III数据库的高分辨率EHR数据开发了一个实时VAP预测模型。方法:我们分析了来自MIMIC-III的3523例ICU住院(3204例患者),包括接受IMV治疗至少48小时的成年人。根据微生物培养和抗生素起始标记VAP。开发了XGBoost回归量的实时集成模型,结合生命体征、呼吸机数据和实验室结果,预测VAP发作时间。两种静态分类器(24 h和48 h)也进行了比较。结果:重症监护病房发生VAP 595例(16.89%),发生率为23.77例/ 1000 imv -d。中位VAP发病时间为imv后113.5 h。实时模型的c指数为0.68,AUROC为0.71,AUPRC为0.36,优于静态模型。它提供了VAP发作前53小时的中位提前时间,关键预测指标包括温度、呼吸频率和分分钟通气。结论:我们提出了一种优于静态分类器的实时VAP预测模型,为主动微生物监测提供了可操作的前置时间。该模型能够进行风险分层,以加强监测,并在临床指征时及时进行靶向抗菌治疗。未来的工作将集中在多中心前瞻性验证和整合到ICU工作流程中,以评估临床效用和对患者预后的影响。
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引用次数: 0
Idiopathic systemic capillary leak syndrome and related shock in PICU: an underdiagnosed disease? PICU特发性全身毛细血管渗漏综合征及相关休克:一种未被诊断的疾病?
IF 3.1 Pub Date : 2026-01-10 DOI: 10.1186/s44158-026-00337-3
Marco Piastra, Ivonne Portaccio, Arianna Dondi, Enzo Picconi, Tony Christian Morena, Maria Cristina Mondardini, Donato Rigante, Giorgia Spinazzola, Gabriella De Rosa, Giorgio Conti

Background: Idiopathic systemic capillary leak syndrome (SCLS), or Clarkson syndrome, is a rare disorder characterized by increased capillary permeability causing fluid leakage into interstitial spaces. SCLS remains underdiagnosed in both adults and children due to its resemblance to septic shock, with particularly limited pediatric data available.

Methods: We conducted a retrospective analysis of six pediatric patients with seven SCLS episodes diagnosed in two Italian PICUs over a ten-year period.

Results: Patients aged 4-10 years presented with hypovolemic shock and the characteristic triad of hypovolemia, hemoconcentration, and hypoalbuminemia without albuminuria. No monoclonal gammopathy was observed. Viral infections (75%, predominantly influenza) were identified as triggers. Common complications included rhabdomyolysis (100%), compartment syndrome (100%), acute kidney injury (71.4%), and cardiac involvement (71.4%). Cardiothoracic index measurements showed significant elevation during acute phases (mean 58% ± 1%) with reduction after treatment (mean 51% ± 1%). Mean hospitalization was 20 days (12 in PICU). One patient died from refractory ventricular fibrillation, another experienced recurrence.

Conclusions: Pediatric SCLS represents a severe condition with distinctive characteristics compared to adult cases, including absence of monoclonal gammopathy, frequent viral triggers, and universal complications of rhabdomyolysis and compartment syndrome. Early recognition using our proposed diagnostic red flags can facilitate prompt intervention and improve outcomes.

背景:特发性全身毛细血管渗漏综合征(SCLS),或克拉克森综合征,是一种罕见的疾病,其特征是毛细血管通透性增加导致液体渗漏到间隙。由于与感染性休克相似,scs在成人和儿童中仍未得到充分诊断,儿科数据尤其有限。方法:我们回顾性分析了在意大利两家picu诊断的10年间6例7次scs发作的儿童患者。结果:4-10岁患者表现为低血容量性休克,低血容量、血浓度和低白蛋白血症三联征,无蛋白尿。未见单克隆γ病变。病毒感染(75%,主要是流感)被确定为触发因素。常见的并发症包括横纹肌溶解(100%)、筋膜室综合征(100%)、急性肾损伤(71.4%)和心脏受累(71.4%)。心胸指数测量结果显示急性期明显升高(平均58%±1%),治疗后降低(平均51%±1%)。平均住院20天(PICU 12天)。1例患者死于难治性心室颤动,另1例复发。结论:与成人病例相比,儿童scs是一种严重的疾病,具有独特的特征,包括没有单克隆γ病,频繁的病毒触发,以及横纹肌溶解和室室综合征的普遍并发症。使用我们提出的诊断危险信号进行早期识别可以促进及时干预并改善结果。
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引用次数: 0
Transesophageal echocardiography in cardiac arrest: why, how, when, and where in clinical practice. 经食管超声心动图在心脏骤停中的应用:临床实践中的原因、方式、时间和地点。
IF 3.1 Pub Date : 2026-01-09 DOI: 10.1186/s44158-025-00329-9
Luigi Vetrugno, Cristian Deana, Enrico Boero, Daniele Guerino Biasucci, Sean Scott, Flavio Bassi, Corrado Fiore, Yoshihisa Morita, Sabina Caciolli, Marinella Zanierato, Elena Giovanna Bignami, Stefano Romagnoli

Transesophageal echocardiography (TEE) has emerged as a transformative tool in the management of cardiac arrest, offering significant advantages over traditional transthoracic echocardiography (TTE) by enabling continuous, high-resolution cardiac imaging during resuscitation. Initially used in operating rooms before 2000, TEE expanded into emergency departments (EDs), intensive care units (ICUs), and even prehospital settings. Its superior imaging capability during cardiopulmonary resuscitation (CPR) supports rapid diagnosis, optimization of compression quality, and more accurate rhythm assessment, including the differentiation between asystole and fine ventricular fibrillation. TEE has been shown to influence intra-arrest clinical decision-making in up to 78% of cases, often revealing pathologies-such as aortic dissection or cardiac rupture-not detected by TTE. Importantly, TEE aids in identifying reversible causes of cardiac arrest, guiding high-quality CPR by assessing left ventricular outflow tract (LVOT) obstruction, and shortening the duration of pulse checks. It also may play a role in extracorporeal CPR (ECPR) and organ donation procedures, particularly in cannulation and monitoring during extracorporeal membrane oxygenation (ECMO) and normothermic regional perfusion (NRP). TEE use is feasible and safe during cardiac arrest, with high insertion success rates and minimal complications when performed by trained personnel. While cardiologists, anesthesiologists, and intensivists traditionally perform TEE, simplified training protocols now enable emergency physicians to safely and effectively deploy TEE in critical settings. Protocols such as "POCUS-TEE" may promote rapid acquisition of essential views, facilitating broader implementation. Despite the potential benefits, several barriers to widespread adoption remain. These include the availability of equipment, limitations in training, and concerns regarding the safety of the probe during defibrillation. Resuscitation guidelines recommend removing the transesophageal echocardiogram (TEE) probe, or at least insulating it, as a precaution during defibrillation. TEE is particularly valuable when TTE proves inadequate, such as in obese or mechanically ventilated patients. In conclusion, TEE might enhance the quality and precision of resuscitation in cardiac arrest and has the potential to improve survival and neurological outcomes in selected cases. Its broader adoption hinges on institutional support, streamlined protocols, operator training, and further research to validate its impact on patient-centered outcomes. As technology advances and clinical integration improves, TEE may become a cornerstone of advanced life support in both in-hospital and out-of-hospital settings.

经食管超声心动图(TEE)已成为心脏骤停管理的一种变革性工具,与传统的经胸超声心动图(TTE)相比,它具有显著的优势,可以在复苏期间实现连续、高分辨率的心脏成像。TEE最初在2000年之前用于手术室,后来扩展到急诊科(ed)、重症监护病房(icu),甚至院前环境。在心肺复苏(CPR)过程中,其优越的成像能力支持快速诊断、优化压缩质量和更准确的心律评估,包括区分无搏性和细性心室颤动。在高达78%的病例中,TEE已被证明能影响停搏期间的临床决策,通常会揭示出TTE无法检测到的病理,如主动脉夹层或心脏破裂。重要的是,TEE有助于识别心脏骤停的可逆原因,通过评估左心室流出道(LVOT)阻塞来指导高质量的CPR,并缩短脉搏检查的时间。它也可能在体外心肺复苏术(ECPR)和器官捐献过程中发挥作用,特别是在体外膜氧合(ECMO)和常温区域灌注(NRP)期间的插管和监测中。在心脏骤停期间使用TEE是可行和安全的,由训练有素的人员操作时,其插入成功率高,并发症最小。虽然心脏病专家、麻醉师和重症医师传统上执行TEE,但简化的培训协议现在使急诊医生能够在危急情况下安全有效地部署TEE。诸如“POCUS-TEE”之类的协议可以促进快速获取基本视图,促进更广泛的实施。尽管有潜在的好处,但仍然存在一些阻碍广泛采用的障碍。这些包括设备的可用性,培训的局限性,以及对除颤期间探针安全性的关注。复苏指南建议去除经食管超声心动图(TEE)探头,或至少将其绝缘,作为除颤期间的预防措施。当TTE被证明不足时,如肥胖或机械通气患者,TEE尤其有价值。综上所述,TEE可以提高心脏骤停复苏的质量和准确性,并有可能改善特定病例的生存和神经预后。它的广泛采用取决于机构支持、简化的方案、操作员培训和进一步的研究,以验证其对以患者为中心的结果的影响。随着技术的进步和临床整合的改善,TEE可能成为院内和院外先进生命支持的基石。
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引用次数: 0
Anesthesia for cesarean delivery in the era of artificial intelligence: a narrative review. 人工智能时代剖宫产麻醉:叙事回顾。
IF 3.1 Pub Date : 2026-01-09 DOI: 10.1186/s44158-025-00326-y
Luciano Frassanito, Nicoletta Filetici, Pasquale Raimondo, Antonio Malvasi, Angela Gaudiano, Alessia Peragine, Francesca Lombardi, Francesco Vassalli, Gilda Pasta, Elena Giovanna Bignami

The ongoing revolution in artificial intelligence (AI) is reshaping perioperative care, including obstetric anesthesia. This narrative review synthesizes major AI applications in cesarean delivery, the world's most common inpatient surgery. Integrating history, obstetric factors, physiological variables, and imaging, AI tools enhance preoperative evaluation (estimation of risks of difficult airway), prediction of adverse events, ultrasound spine evaluation for neuraxial procedure, and postpartum hemorrhage. Language models can bridge consent and education gaps, while improving detection and treatment of postoperative pain. Machine learning models improve hemodynamic management with prediction of spinal-induced hypotension, assisted fluid management, and vasopressor requirements, with reduction of hypotensive burden. Yet cesarean-specific evidence remains limited and heterogeneous, with uncertain effects on maternal-neonatal outcomes. While promising, AI cannot replace the expertise and clinical judgment of a trained obstetric anesthesiologist. It should, instead, be viewed as a valuable tool to facilitate and support our practice, and multicenter prospective trials are needed to guide implementation.

人工智能(AI)的持续革命正在重塑围手术期护理,包括产科麻醉。这篇叙述性综述综合了人工智能在剖宫产中的主要应用,剖宫产是世界上最常见的住院手术。人工智能工具整合了病史、产科因素、生理变量和影像学,增强了术前评估(估计气道困难的风险)、不良事件预测、轴向手术的超声脊柱评估和产后出血。语言模型可以弥合同意和教育的差距,同时改善术后疼痛的检测和治疗。机器学习模型通过预测脊髓性低血压、辅助液体管理和血管加压药物需求来改善血液动力学管理,减少低血压负担。然而,针对剖宫产的证据仍然有限且不一致,对孕产妇-新生儿结局的影响尚不确定。虽然前景光明,但人工智能无法取代训练有素的产科麻醉师的专业知识和临床判断。相反,它应该被视为促进和支持我们的实践的有价值的工具,需要多中心前瞻性试验来指导实施。
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引用次数: 0
Refractory septic shock: our updated pragmatic approach. 顽固性败血性休克:我们最新的实用方法。
IF 3.1 Pub Date : 2026-01-09 DOI: 10.1186/s44158-025-00336-w
Filippo Palmesino, Adam Woodman-Bailey, Fraser Hanks, Stephanie Khoo, Marlies Ostermann, Nicholas Ioannou, Christopher Meadows, Duncan Wyncoll

Despite the refinement in guidelines and improving outcomes, a subset of patients with septic shock fails to respond to treatment and progresses into refractory septic shock with an associated high morbidity and mortality. This population remains underrepresented in clinical trials due to their heterogeneity, in addition to time and ethical constraints. As a large specialist referral centre, we propose an updated, pragmatic, and largely inexpensive approach based on our current clinical practice, which focuses on early multimodal therapy, aiming to reduce the detrimental effects associated with high-dose vasopressors.

尽管指南的改进和结果的改善,一部分脓毒性休克患者对治疗没有反应,进展为难治性脓毒性休克,并伴有高发病率和死亡率。由于其异质性、时间和伦理限制,这一人群在临床试验中的代表性仍然不足。作为一个大型专科转诊中心,我们根据我们目前的临床实践,提出了一种更新的、实用的、很大程度上便宜的方法,该方法侧重于早期多模式治疗,旨在减少与大剂量血管加压药相关的有害影响。
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引用次数: 0
Healthcare professionals' perspectives on the utility of chronic postsurgical pain prediction profiles in perioperative care: a qualitative study. 医疗保健专业人员对围手术期慢性术后疼痛预测概况的看法:一项定性研究。
IF 3.1 Pub Date : 2026-01-09 DOI: 10.1186/s44158-025-00332-0
Cecilie Merethe Øvrebotten, Runar Tengel Hovland, Signe Berit Bentsen, Hans Jacob Vøllestad Westbye, Christian Moltu

Background: Chronic postsurgical pain affects surgical patients with a mean incidence of approximately 20%, posing a major public health concern with substantial implications for patients and healthcare systems. Despite increasing knowledge of risk factors, the incidence of chronic postsurgical pain remains high. Hence, there is growing interest in developing individualised pain management strategies using predictive risk. A novel chronic postsurgical pain risk assessment system using machine learning is under development in Western Norway. As a first step in implementing the risk assessment system, this study explored how in-hospital healthcare professionals perceive the potential utility of access to individualised chronic postsurgical pain risk profiles for clinical practice.

Methods: This qualitative study included seven focus groups with 39 healthcare professionals from postanaesthesia care units, surgical units and orthopaedic wards across two hospitals in Norway. Data were analysed inductively using reflexive thematic analysis.

Results: Our analyses yielded two overarching themes: (1) Lack of fit of risk predictions and (2) potentials of knowing risk profiles. Participants questioned the applicability of chronic postsurgical pain predictions in the in-hospital settings, highlighting role boundaries, time constraints, and limited influence over long-term outcomes. However, they also identified the benefits of risk awareness, including improved clinical reflection, more cautious decision-making, and an enhanced potential for individualised treatment and care.

Conclusion: Healthcare professionals expressed a balanced view of chronic postsurgical pain risk profiles, recognising both scepticism about them and their potential benefits. Effective implementation will require predictive validity, clear guidance, and cross-disciplinary collaboration. Education and training will be essential to support clinicians in interpreting and acting on risk information.

背景:慢性术后疼痛影响手术患者,平均发病率约为20%,对患者和医疗保健系统造成重大公共卫生问题。尽管对危险因素的了解越来越多,但慢性术后疼痛的发生率仍然很高。因此,人们对使用预测风险开发个性化疼痛管理策略越来越感兴趣。挪威西部正在开发一种使用机器学习的新型慢性术后疼痛风险评估系统。作为实施风险评估系统的第一步,本研究探讨了医院内医疗保健专业人员如何看待获得个体化慢性术后疼痛风险概况的潜在效用。方法:本定性研究包括7个焦点小组,来自挪威两家医院麻醉后护理单位、外科单位和骨科病房的39名医疗保健专业人员。数据采用反身性主题分析法进行归纳分析。结果:我们的分析产生了两个总体主题:(1)缺乏风险预测的拟合;(2)了解风险概况的潜力。参与者质疑慢性术后疼痛预测在医院环境中的适用性,强调角色界限、时间限制和对长期结果的有限影响。然而,他们也发现了风险意识的好处,包括改善临床反应,更谨慎的决策,以及提高个性化治疗和护理的潜力。结论:医疗保健专业人员表达了对慢性术后疼痛风险概况的平衡观点,认识到对它们的怀疑和它们的潜在益处。有效的实施将需要预测的有效性、明确的指导和跨学科的合作。教育和培训对于支持临床医生解释和根据风险信息采取行动至关重要。
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引用次数: 0
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Journal of Anesthesia, Analgesia and Critical Care (Online)
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