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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
Persistence of NPi differential predicts outcome at intensive care unit discharge: a single-center retrospective analysis. 持续的NPi差异预测重症监护病房出院的结果:单中心回顾性分析。
IF 3.1 Pub Date : 2026-01-09 DOI: 10.1186/s44158-025-00317-z
Simone Maria Zerbi, Stella Martina Martorana, Samanta Rana, Francesca Locoselli, Fiorenza Ferrari, Annalisa De Silvestri, Claudio Michele Privitera

This retrospective study explores the prognostic significance of the frequency and persistence of Neurological Pupil index (NPi) differentials (NPi-d) in patients with acute brain injury admitted to the intensive care unit. A total of 57 patients with traumatic brain injury, subarachnoid hemorrhage, or intracerebral hemorrhage were included, all of whom underwent serial quantitative pupillometry. An NPi-d was defined as a difference of ≥ 0.7 between the NPi of the two pupils, while the persistence of the differential (pNPi-d) captured sustained asymmetry over time, regardless of whether the threshold was reached. The analysis revealed that both the number of NPi-d events and the pNPi-d were significantly associated with unfavorable neurological outcomes and mortality at intensive care unit (ICU) discharge. Multinomial logistic regression showed that an increased number of NPi-d was associated with a more than threefold increased risk of poor outcome and death. Similarly, higher pNPi-d values correlated with greater odds of poor outcome, death, elevated need for therapeutic interventions to manage intracranial hypertension, decompressive craniectomy, and longer ICU stay. These findings suggest that, beyond static NPi thresholds, dynamic measures such as the frequency and persistence of NPi asymmetries provide valuable prognostic information. Incorporating these pupillometry-based metrics into routine neuromonitoring could enhance early risk stratification and guide treatment strategies in critically ill neurological patients.

本回顾性研究探讨了神经学瞳孔指数(NPi)差异(NPi-d)在重症监护病房急性脑损伤患者中的频率和持续时间的预后意义。共纳入57例外伤性脑损伤、蛛网膜下腔出血或脑出血患者,所有患者均进行了连续定量瞳孔测量。NPi-d被定义为两个瞳孔的NPi之间的差异≥0.7,而差异的持久性(pNPi-d)捕获持续的不对称随着时间的推移,无论是否达到阈值。分析显示,NPi-d事件的数量和pNPi-d与重症监护病房(ICU)出院时不良的神经预后和死亡率显著相关。多项逻辑回归显示,NPi-d数量的增加与不良结局和死亡风险增加三倍以上相关。同样,较高的pNPi-d值与不良结局、死亡、治疗性干预以控制颅内高压、减压颅切除术的需求增加以及ICU住院时间延长的可能性增加相关。这些发现表明,除了静态NPi阈值之外,动态测量(如NPi不对称的频率和持续时间)提供了有价值的预后信息。将这些基于瞳孔测量的指标纳入常规神经监测可以增强危重神经患者的早期风险分层和指导治疗策略。
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引用次数: 0
Dead space in critical care: a practical approach with clinical scenarios. 重症监护的死亡空间:临床场景的实用方法。
IF 3.1 Pub Date : 2026-01-09 DOI: 10.1186/s44158-025-00320-4
Francesco Cipulli, Andrea Sanna, Roberta Garberi, Sergio Lassola, Mario Forcione, Giacomo Bellani, Giuseppe Foti, Emanuele Rezoagli

Carbon dioxide (CO₂) is a byproduct of cellular metabolism, with the human body storing approximately 120 liters in various chemical forms across different compartments. Through gas exchange and tidal ventilation, arterial CO₂ and blood pH are tightly regulated within the narrow ranges required for cellular function. Not all tidal ventilation, however, contributes to CO₂ elimination: the portion of each breath that does not participate in gas exchange is defined as dead space. First described in 1891 by Christian Bohr in his seminal work "Über die Lungenatmung", the concept gained practical applicability in 1938 when Enghoff proposed replacing the unmeasurable alveolar partial pressure CO₂ (PACO₂) with the arterial partial pressure of CO2 (PaCO₂) in the calculation. Since then, dead space has become a cornerstone parameter for quantifying the severity of respiratory failure. Recent advances in lung imaging have expanded the possibilities for assessing dead space distribution by integrating anatomical and functional information. Techniques such as contrast-enhanced computed tomography (CT), dual-energy CT (DECT), magnetic resonance imaging (MRI), and, increasingly, electrical impedance tomography (EIT) now offer novel opportunities to visualize and quantify regional ventilation-perfusion (V/Q) mismatch. In this narrative review, we outline the mathematical foundations of dead space computation and examine the role of each variable in the calculation. We then explore derived indices such as the ventilatory ratio and standardized minute ventilation. Finally, we discuss recent technological innovations, including EIT, MRI, and CT, and present clinical cases to illustrate the practical application of dead space assessment in daily clinical practice.

二氧化碳(CO₂)是细胞代谢的副产物,人体以不同的化学形式在不同的隔间中储存了大约120升。通过气体交换和潮汐通风,动脉CO 2和血液pH值被严格调节在细胞功能所需的狭窄范围内。然而,并非所有的潮汐通风都有助于消除CO₂:每次呼吸中不参与气体交换的部分被定义为死空间。1891年,Christian Bohr在他的开创性作品“Über die Lungenatmung”中首次描述了这一概念,1938年,Enghoff提出在计算中用动脉分压(PACO₂)代替不可测量的肺泡分压CO₂(PACO₂),这一概念得到了实际应用。从那时起,死亡空间就成为量化呼吸衰竭严重程度的基础参数。肺成像的最新进展扩大了通过整合解剖和功能信息来评估死亡空间分布的可能性。对比增强计算机断层扫描(CT)、双能CT (DECT)、磁共振成像(MRI)以及越来越多的电阻抗断层扫描(EIT)等技术现在为可视化和量化区域通风-灌注(V/Q)不匹配提供了新的机会。在这篇叙述性的回顾中,我们概述了死区计算的数学基础,并检查了每个变量在计算中的作用。然后,我们探索衍生指标,如通气量比和标准化分钟通气量。最后,我们讨论了最近的技术创新,包括EIT, MRI和CT,并提出了临床案例来说明死亡空间评估在日常临床实践中的实际应用。
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引用次数: 0
Continuous vs. intermittent infusion of corticosteroids in septic shock: a GRADE-based systematic review and meta-analysis. 在感染性休克中持续输注与间歇输注皮质类固醇:基于grade的系统评价和荟萃分析。
IF 3.1 Pub Date : 2026-01-06 DOI: 10.1186/s44158-025-00335-x
Parinaz Sadat Mahmoudi, Farhood Sadeghi, Mehran Saberian, Hossein Khalili, Maryam Shafaati

Background: Septic shock is a fatal infection-induced syndrome causing severe organ dysfunction and high mortality. The study aimed to comprehensively evaluate the effects of continuous versus intermittent bolus hydrocortisone treatment in patients with septic shock, addressing all relevant primary and secondary outcomes.

Methods: PubMed, Embase, Scopus, and Web of Science were systematically searched from inception to June 1, 2025, with additional manual sources. Eligible studies included randomized controlled trials and cohort studies of adults with septic shock comparing continuous infusion versus intermittent bolus hydrocortisone. This review followed PRISMA guidelines. Risk of bias was assessed using the Cochrane RoB 2 tool for RCTs and ROBINS-I for cohort studies. Certainty of evidence was graded via the GRADE framework. Primary outcomes were ICU, hospital, and 28-day mortality. Secondary outcomes included 7-day shock reversal, ICU-acquired weakness, ICU and hospital length of stay, vasopressor-free days, duration of vasopressor therapy, and metabolic complications.

Results: This study included 14 studies comparing continuous infusion and intermittent bolus administration of hydrocortisone in patients with septic shock. The findings indicated no significant differences in ICU mortality, hospital mortality, or 28-day mortality between the two groups. However, continuous infusion was associated with significantly improved 7-day shock reversal, reduced risk of hypokalemia, and lower glycemic variability. No significant differences were found between the groups in terms of ICU and hospital length of stay, insulin requirements, and other variables.

Conclusion: These findings suggest that continuous infusion may provide clinical benefits in specific aspects of the management of septic shock patients.

Trial registration: PROSPERO CRD420251069956.

背景:感染性休克是一种致死性感染综合征,可引起严重的器官功能障碍和高死亡率。该研究旨在全面评估连续与间歇注射氢化可的松治疗感染性休克患者的效果,解决所有相关的主要和次要结局。方法:系统检索PubMed、Embase、Scopus和Web of Science,检索时间从建站到2025年6月1日,并附加人工资料。符合条件的研究包括随机对照试验和队列研究,比较持续输注氢化可的松和间歇注射氢化可的松对感染性休克的影响。本次审查遵循PRISMA指南。对随机对照试验使用Cochrane RoB 2工具,对队列研究使用robins - 1工具评估偏倚风险。通过GRADE框架对证据的确定性进行分级。主要结局是ICU、住院和28天死亡率。次要结局包括7天休克逆转、ICU获得性虚弱、ICU和住院时间、无血管加压药天数、血管加压药治疗持续时间和代谢并发症。结果:本研究纳入了14项研究,比较了持续输注氢化可的松和间歇大剂量氢化可的松在感染性休克患者中的作用。结果显示两组间ICU死亡率、住院死亡率或28天死亡率无显著差异。然而,持续输注与显著改善7天休克逆转、降低低钾血症风险和降低血糖变异性相关。在ICU和住院时间、胰岛素需求和其他变量方面,两组间没有发现显著差异。结论:这些发现提示持续输注可能在脓毒性休克患者治疗的特定方面提供临床益处。试验注册:PROSPERO CRD420251069956。
{"title":"Continuous vs. intermittent infusion of corticosteroids in septic shock: a GRADE-based systematic review and meta-analysis.","authors":"Parinaz Sadat Mahmoudi, Farhood Sadeghi, Mehran Saberian, Hossein Khalili, Maryam Shafaati","doi":"10.1186/s44158-025-00335-x","DOIUrl":"10.1186/s44158-025-00335-x","url":null,"abstract":"<p><strong>Background: </strong>Septic shock is a fatal infection-induced syndrome causing severe organ dysfunction and high mortality. The study aimed to comprehensively evaluate the effects of continuous versus intermittent bolus hydrocortisone treatment in patients with septic shock, addressing all relevant primary and secondary outcomes.</p><p><strong>Methods: </strong>PubMed, Embase, Scopus, and Web of Science were systematically searched from inception to June 1, 2025, with additional manual sources. Eligible studies included randomized controlled trials and cohort studies of adults with septic shock comparing continuous infusion versus intermittent bolus hydrocortisone. This review followed PRISMA guidelines. Risk of bias was assessed using the Cochrane RoB 2 tool for RCTs and ROBINS-I for cohort studies. Certainty of evidence was graded via the GRADE framework. Primary outcomes were ICU, hospital, and 28-day mortality. Secondary outcomes included 7-day shock reversal, ICU-acquired weakness, ICU and hospital length of stay, vasopressor-free days, duration of vasopressor therapy, and metabolic complications.</p><p><strong>Results: </strong>This study included 14 studies comparing continuous infusion and intermittent bolus administration of hydrocortisone in patients with septic shock. The findings indicated no significant differences in ICU mortality, hospital mortality, or 28-day mortality between the two groups. However, continuous infusion was associated with significantly improved 7-day shock reversal, reduced risk of hypokalemia, and lower glycemic variability. No significant differences were found between the groups in terms of ICU and hospital length of stay, insulin requirements, and other variables.</p><p><strong>Conclusion: </strong>These findings suggest that continuous infusion may provide clinical benefits in specific aspects of the management of septic shock patients.</p><p><strong>Trial registration: </strong>PROSPERO CRD420251069956.</p>","PeriodicalId":73597,"journal":{"name":"Journal of Anesthesia, Analgesia and Critical Care (Online)","volume":" ","pages":"16"},"PeriodicalIF":3.1,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869971/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145914033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Time-dependent effects in consecutive cycles of prone positioning for acute respiratory failure: insights from the PROVENT-C19 Registry. 俯卧位连续周期对急性呼吸衰竭的时间依赖性影响:来自PROVENT-C19注册的见解
IF 3.1 Pub Date : 2026-01-03 DOI: 10.1186/s44158-025-00318-y
Nicolò Sella, Annalisa Boscolo, Andrea Cortegiani, Giacomo Bellani, Giuseppe Foti, Silvia De Rosa, Annalisa Pitino, Giovanni Luigi Tripepi, Lucia Cattin, Alessandro De Cassai, Muhammed Elhadi, Giorgio Fullin, Eugenio Garofalo, Leonardo Gottin, Alberto Grassetto, Salvatore Maurizio Maggiore, Elena Momesso, Mario Peta, Tommaso Pettenuzzo, Daniele Poole, Roberto Rona, Andrea Zanoletti, Emanuele Rezoagli, Paolo Navalesi

Background: Prone positioning is recommended for patients with acute respiratory distress syndrome not only to improve oxygenation, but also to reduce lung stress, and lower mortality. The association between improved oxygenation during prone position and reduced mortality is still controversial. In previous studies, oxygenation improvement during the first prone positioning cycle was linked to lower intensive care unit (ICU) mortality, especially with prolonged duration. However, physiological data during subsequent cycles were lacking. This study aims to explore the association between ICU mortality and physiological responses to prone positioning-such as arterial oxygenation, dead space, and respiratory mechanics-and to assess how the cumulative time spent in prone or supine positions across all studied cycles influences outcomes.

Methods: International registry including adult patients who underwent prone positioning for acute hypoxemic respiratory failure due to COVID-19. We measured the difference for arterial partial pressure of oxygen to inspired fraction of oxygen ratio (PaO2/FiO2) and ventilatory ratio between baseline supine position and at either the end of cycle of prone position (Delta-PP) or re-supination (Delta-PostPP), focusing on the cycles following the first one.

Results: We included 1523 patients from 53 centers. Both Delta-PP and Delta-PostPP for PaO2/FiO2 were significantly higher in ICU survivors than in ICU non-survivors for all the analyzed prone positioning cycles (p ≤ 0.001 for all comparisons). Delta-PP and Delta-PostPP for ventilatory ratio were significantly lower in ICU survivors than in ICU non-survivors for all the analyzed prone positioning cycles (p < 0.05 for all comparisons). No difference in the overall time spent in prone position was found between ICU survivors and non-survivors [61 (38, 84) h vs 58 (32, 85) h, respectively, p = 0.175]. The cumulative length of prone position was associated with ICU mortality only for the second prone positioning cycle [OR (95% CI) 0.986 (0.978, 0.994)]. No significant association was observed between the time spent in supine position and ICU mortality for all the analyzed prone positioning cycles.

Conclusions: ICU survivors consistently demonstrated better oxygenation and more stable ventilatory ratio across studied prone positioning cycles, whereas non-survivors showed worsening oxygenation when returning supine and increased ventilatory ratio. Additionally, extending the duration of prone position beyond the second cycle may not significantly impact mortality.

背景:急性呼吸窘迫综合征患者推荐俯卧位,不仅可以改善氧合,还可以减轻肺应激,降低死亡率。俯卧位时改善氧合与降低死亡率之间的关系仍存在争议。在先前的研究中,第一次俯卧位周期的氧合改善与较低的重症监护病房(ICU)死亡率有关,特别是持续时间较长。然而,缺乏后续周期的生理数据。本研究旨在探讨ICU死亡率与俯卧位的生理反应(如动脉氧合、死亡空间和呼吸机制)之间的关系,并评估在所有研究周期中俯卧位或仰卧位的累积时间如何影响结果。方法:纳入因COVID-19引起的急性低氧性呼吸衰竭而采用俯卧位的成年患者的国际登记。我们测量了基线仰卧位与俯卧位(Delta-PP)或再旋位(Delta-PostPP)周期结束时动脉氧分压与吸入氧分数比(PaO2/FiO2)和通气量比的差异,重点关注第一个周期之后的周期。结果:我们纳入了来自53个中心的1523例患者。在所有分析的俯卧位周期中,ICU存活患者PaO2/FiO2的Delta-PP和Delta-PostPP均显著高于ICU非存活患者(所有比较的p≤0.001)。在所有分析的俯卧位周期中,ICU幸存者通气比的Delta-PP和Delta-PostPP明显低于ICU非幸存者(p结论:ICU幸存者在研究的俯卧位周期中始终表现出更好的氧合和更稳定的通气比,而非幸存者在仰卧位和通气比增加时表现出更差的氧合。此外,延长俯卧位的持续时间超过第二个周期可能不会显著影响死亡率。
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引用次数: 0
Influence of qNOX-guided remifentanil titration on intraoperative dosing and postoperative pain in total knee arthroplasty: a pilot randomized trial. qnox引导瑞芬太尼滴注对全膝关节置换术中剂量和术后疼痛的影响:一项随机试验。
IF 3.1 Pub Date : 2025-12-28 DOI: 10.1186/s44158-025-00330-2
Fengrong Liu, E Wang, Bei Huang, Donglin Yang, Xiaowei Gao

Background: Accurate nociception monitoring may optimize opioid administration during total knee arthroplasty. We aimed to evaluate whether the quantium nociception index (qNOX)-guided remifentanil infusion reduces opioid consumption and improves postoperative analgesia.

Methods: In this single-blind randomized trial, 84 patients undergoing total knee arthroplasty received either qNOX-guided (M group, n = 42) or conventional remifentanil infusion (R group, n = 42). Primary outcome was the incidence of Visual Analogue Scale (VAS) ≥ 5 within 40 min postoperatively. Secondary outcomes included intraoperative remifentanil/propofol consumption, Quality of Recovery (QoR)-15 questionnaire, postoperative nausea and vomiting, hospital stay, and hemodynamic stability.

Results: M group demonstrated the following: Lower resting VAS ≥ 5 incidence (16.7% vs. 55.6%; relative risk [RR] 0.30, 95% CI 0.15 to 0.63; P = 0.023). The qNOX-guided strategy also led to a significant reduction in intraoperative remifentanil consumption (0.071 vs. 0.083 µg·kg⁻1·min⁻1; P = 0.001) and a faster time to extubation (median 16 vs. 18 min; P = 0.009). No differences were observed in propofol consumption, QoR-15 scores, or the incidence of postoperative nausea and vomiting.

Conclusion: qNOX-guided analgesia reduces intraoperative remifentanil requirements, accelerates recovery, and improves early postoperative pain control without increasing adverse events.

Trial registration: Chinese Clinical Trial Registry, ChiCTR2500107430. Registered August 11th, 2025, retrospectively registered.

背景:准确的伤害感受监测可以优化全膝关节置换术中阿片类药物的使用。我们的目的是评估定量伤害指数(qNOX)引导的瑞芬太尼输注是否减少阿片类药物消耗并改善术后镇痛。方法:84例全膝关节置换术患者分别接受qnox引导(M组,n = 42)和常规瑞芬太尼输注(R组,n = 42)。主要观察指标为术后40分钟内视觉模拟评分(VAS)≥5的发生率。次要结局包括术中瑞芬太尼/异丙酚消耗、恢复质量(QoR)-15问卷、术后恶心呕吐、住院时间和血流动力学稳定性。结果:M组静息VAS≥5发生率较低(16.7% vs. 55.6%;相对危险度[RR] 0.30, 95% CI 0.15 ~ 0.63; P = 0.023)。qnox指导的策略还导致术中瑞芬太尼消耗显著减少(0.071 μ g·kg - 1·min - 1; P = 0.001),拔管时间缩短(中位数16分钟对18分钟;P = 0.009)。在异丙酚用量、QoR-15评分或术后恶心和呕吐发生率方面没有观察到差异。结论:qnox引导下镇痛可减少术中瑞芬太尼用量,加速恢复,改善术后早期疼痛控制,且不增加不良事件。试验注册:中国临床试验注册中心,ChiCTR2500107430。注册于2025年8月11日,追溯注册。
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引用次数: 0
Artificial intelligence-based predictive hemodynamic monitoring in conjunction with goal-directed therapy reduces duration, frequency, and severity of intraoperative hypotension in major maxillofacial and otolaryngological surgery-a prospective randomized controlled pilot trial. 一项前瞻性随机对照试验:基于人工智能的预测血流动力学监测与目标导向治疗相结合,可减少颌面部和耳鼻喉外科手术中术中低血压的持续时间、频率和严重程度。
IF 3.1 Pub Date : 2025-12-22 DOI: 10.1186/s44158-025-00331-1
Amir Ali Akbari, Christian Koch, Götz Schmidt, Daniel Schmermund, Christine Langer, Fabian Edinger, Sara Marie Denn, Melanie Markmann, Michael Sander, Marit Habicher

Background: Intraoperative hypotension (IOH) during non-cardiac surgery is associated with increased risk of postoperative complications, including acute kidney injury, myocardial injury, stroke, and mortality. Artificial intelligence-based predictive hemodynamic monitoring using the Hypotension Prediction Index (HPI), combined with goal-directed therapy (GDT), has been proposed to reduce IOH. However, its effectiveness in major maxillofacial and otolaryngologic surgery remains unclear. The purpose of the study was to assess whether HPI-guided management or classical GDT reduces IOH compared to standard care in patients undergoing major maxillofacial and otolaryngologic surgery.

Methods: In this randomized controlled pilot trial at a university hospital, 75 patients were allocated to one of three groups: control (n = 25), HPI-guided GDT (n = 25), or classical GDT without HPI (n = 25). In the control group, the advanced hemodynamic monitoring was blinded to the anesthesiologist. IOH was defined as mean arterial pressure (MAP) < 65 mmHg for > 1 min. Primary endpoints were the number and total duration of IOH episodes. Secondary endpoints included the time-weighted average MAP < 65 mmHg (TWA65) and postoperative complications.

Results: Seventy-four patients were analyzed. The HPI group showed significantly fewer IOH episodes (median 3.0 vs. 7.0; p = 0.02) and shorter IOH duration (7.0 min vs. 46.0 min; p < 0.01) compared to control. No significant difference was observed between the classical GDT and control groups. Secondary outcomes were comparable across all groups.

Conclusions: HPI-guided hemodynamic management significantly reduces the frequency and duration of IOH in major head and neck surgery. Larger studies are needed to evaluate effects on clinical outcomes.

Trial registration: The trial was registered on clinicaltrials.gov (NCT04151264) on 14th October 2019.

背景:非心脏手术期间术中低血压(IOH)与术后并发症风险增加相关,包括急性肾损伤、心肌损伤、中风和死亡率。使用低血压预测指数(HPI)的基于人工智能的预测血流动力学监测,结合目标导向治疗(GDT),已被提议降低IOH。然而,其在颌面部和耳鼻喉外科手术中的有效性尚不清楚。该研究的目的是评估与接受颌面和耳鼻喉外科手术的患者的标准治疗相比,hpi引导的治疗或经典GDT是否能降低IOH。方法:在一所大学医院进行的这项随机对照试验中,75名患者被分为三组:对照组(n = 25)、HPI引导下的GDT (n = 25)和无HPI的经典GDT (n = 25)。在对照组中,高级血流动力学监测对麻醉师不透明。IOH定义为平均动脉压(MAP) 1分钟。主要终点是IOH发作的次数和总持续时间。次要终点包括时间加权平均MAP结果:74例患者进行了分析。HPI组IOH发作次数明显减少(中位数3.0 vs 7.0; p = 0.02), IOH持续时间更短(7.0 min vs 46.0 min; p结论:HPI引导下的血流动力学管理显著减少了头颈部大手术中IOH发生的频率和持续时间。需要更大规模的研究来评估对临床结果的影响。试验注册:该试验于2019年10月14日在clinicaltrials.gov (NCT04151264)上注册。
{"title":"Artificial intelligence-based predictive hemodynamic monitoring in conjunction with goal-directed therapy reduces duration, frequency, and severity of intraoperative hypotension in major maxillofacial and otolaryngological surgery-a prospective randomized controlled pilot trial.","authors":"Amir Ali Akbari, Christian Koch, Götz Schmidt, Daniel Schmermund, Christine Langer, Fabian Edinger, Sara Marie Denn, Melanie Markmann, Michael Sander, Marit Habicher","doi":"10.1186/s44158-025-00331-1","DOIUrl":"10.1186/s44158-025-00331-1","url":null,"abstract":"<p><strong>Background: </strong>Intraoperative hypotension (IOH) during non-cardiac surgery is associated with increased risk of postoperative complications, including acute kidney injury, myocardial injury, stroke, and mortality. Artificial intelligence-based predictive hemodynamic monitoring using the Hypotension Prediction Index (HPI), combined with goal-directed therapy (GDT), has been proposed to reduce IOH. However, its effectiveness in major maxillofacial and otolaryngologic surgery remains unclear. The purpose of the study was to assess whether HPI-guided management or classical GDT reduces IOH compared to standard care in patients undergoing major maxillofacial and otolaryngologic surgery.</p><p><strong>Methods: </strong>In this randomized controlled pilot trial at a university hospital, 75 patients were allocated to one of three groups: control (n = 25), HPI-guided GDT (n = 25), or classical GDT without HPI (n = 25). In the control group, the advanced hemodynamic monitoring was blinded to the anesthesiologist. IOH was defined as mean arterial pressure (MAP) < 65 mmHg for > 1 min. Primary endpoints were the number and total duration of IOH episodes. Secondary endpoints included the time-weighted average MAP < 65 mmHg (TWA65) and postoperative complications.</p><p><strong>Results: </strong>Seventy-four patients were analyzed. The HPI group showed significantly fewer IOH episodes (median 3.0 vs. 7.0; p = 0.02) and shorter IOH duration (7.0 min vs. 46.0 min; p < 0.01) compared to control. No significant difference was observed between the classical GDT and control groups. Secondary outcomes were comparable across all groups.</p><p><strong>Conclusions: </strong>HPI-guided hemodynamic management significantly reduces the frequency and duration of IOH in major head and neck surgery. Larger studies are needed to evaluate effects on clinical outcomes.</p><p><strong>Trial registration: </strong>The trial was registered on clinicaltrials.gov (NCT04151264) on 14th October 2019.</p>","PeriodicalId":73597,"journal":{"name":"Journal of Anesthesia, Analgesia and Critical Care (Online)","volume":" ","pages":"92"},"PeriodicalIF":3.1,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12752006/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145806627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diaphragmatic pacing system from the point of view of the patients: 14 years of clinical experience and follow-up. 从患者角度探讨膈肌起搏系统:14年临床经验及随访。
IF 3.1 Pub Date : 2025-12-20 DOI: 10.1186/s44158-025-00321-3
Giuliana Stagni, Francesco Curto, Matteo Giacomini, Federico Pozzi, Arturo Chieregato

Background: High cervical spinal diseases (C1-C4), resulting in paralysis of the respiratory muscles, makes the person dependent on invasive mechanical ventilation (IMV) for life support. Although effective from a ventilatory point of view, IMV is associated with increased morbidity and mortality; ventilated patients have higher rates of respiratory complications, a significant reduction in life expectancy, and above all, a serious psychological repercussion with estrangement from the world. Diaphragmatic pacing system (DPS) is a well-established technique capable of restoring paraphysiological ventilation.

Aim of the study: A narrative review of the case history and their follow-up of 13 patients dependent on life support ventilation who have been implanted since 2011 in the Neurocritical Care Unit of the Niguarda Hospital, Milan.

Results: Diaphragmatic pacing system was successful implanted in all the patients: of them 9 were affected by traumatic cervical SCI, 2 by Arnold Chiari sequelae, 1 due to a spontaneous ischemia. One patient with Pompe disease was included although his pathophysiology primarly affects the diaphragm instead the high cervical spine tract. During the 14 years follow-up, 92% of patients (12/13) used DPS and in 42 % of them (5/12 patients) we were able to be disconnected from IMV for at least 12 h. One of the patients (7.7%) was completely weaned from IMV and the tracheostomy was finally removed. One patient needed hospitalization for a respiratory complication. All the patients perceived their quality of life to be excellent or good.

Discussion: The long-term follow-up of 13 patients with DPS suggests that the implant could be a potential long-term alternative to IMV, particularly in terms of quality of life. The diaphragmatic stimulator protects from IMV associated respiratory complications, therefore reducing hospitalization. Allowing spontaneous breathing for a variable number of hours enables the caregiver to support the individual more effectively, facilitating their reintegration into daily social and work activities. Diaphragmatic pacing system does not eliminate the disability but allows for more independent years of life with a greater possibility of social reintegration.

背景:高度颈椎疾病(C1-C4)导致呼吸肌瘫痪,使患者依赖有创机械通气(IMV)维持生命。虽然从通气的角度来看是有效的,但IMV与发病率和死亡率增加有关;呼吸机患者的呼吸系统并发症发生率更高,预期寿命显著缩短,最重要的是,与世界疏远的严重心理影响。膈起搏系统(DPS)是一种成熟的恢复生理旁通气的技术。研究目的:对2011年以来在米兰尼瓜达医院神经危重症监护室植入生命支持通气的13例患者的病例史和随访进行叙述回顾。结果:所有患者均成功植入膈肌起搏系统,其中外伤性颈脊髓损伤9例,Arnold Chiari后遗症2例,自发性缺血1例。一名庞贝病患者被纳入研究,尽管他的病理生理主要影响膈肌而不是高颈椎束。在14年的随访中,92%的患者(12/13)使用了DPS,其中42%(5/12)的患者能够断开IMV至少12小时。1例患者(7.7%)完全脱离IMV,最终切除了气管切开术。一名患者因呼吸道并发症需要住院治疗。所有患者都认为自己的生活质量很好或很好。讨论:对13例DPS患者的长期随访表明,种植体可能是IMV的潜在长期替代方案,特别是在生活质量方面。膈肌刺激器可防止IMV相关的呼吸系统并发症,从而减少住院率。允许自主呼吸的时间长短不等,使护理人员能够更有效地支持患者,促进他们重新融入日常社会和工作活动。横膈膜起搏系统并不能消除残疾,但可以使患者独立生活的时间更长,更有可能重新融入社会。
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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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