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Advances in critical care nephrology through artificial intelligence. 通过人工智能推进重症肾病学的发展。
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-08-30 DOI: 10.1097/MCC.0000000000001202
Wisit Cheungpasitporn, Charat Thongprayoon, Kianoush B Kashani

Purpose of review: This review explores the transformative advancement, potential application, and impact of artificial intelligence (AI), particularly machine learning (ML) and large language models (LLMs), on critical care nephrology.

Recent findings: AI algorithms have demonstrated the ability to enhance early detection, improve risk prediction, personalize treatment strategies, and support clinical decision-making processes in acute kidney injury (AKI) management. ML models can predict AKI up to 24-48 h before changes in serum creatinine levels, and AI has the potential to identify AKI sub-phenotypes with distinct clinical characteristics and outcomes for targeted interventions. LLMs and generative AI offer opportunities for automated clinical note generation and provide valuable patient education materials, empowering patients to understand their condition and treatment options better. To fully capitalize on its potential in critical care nephrology, it is essential to confront the limitations and challenges of AI implementation, including issues of data quality, ethical considerations, and the necessity for rigorous validation.

Summary: The integration of AI in critical care nephrology has the potential to revolutionize the management of AKI and continuous renal replacement therapy. While AI holds immense promise for improving patient outcomes, its successful implementation requires ongoing training, education, and collaboration among nephrologists, intensivists, and AI experts.

综述的目的:这篇综述探讨了人工智能(AI),尤其是机器学习(ML)和大型语言模型(LLM)的变革性进步、潜在应用和对重症肾脏病学的影响:人工智能算法已证明有能力加强早期检测、改善风险预测、个性化治疗策略,并支持急性肾损伤(AKI)管理的临床决策过程。ML 模型可在血清肌酐水平变化前 24-48 小时预测 AKI,而人工智能则有可能识别出具有不同临床特征和结果的 AKI 亚型,从而进行有针对性的干预。LLM 和生成式人工智能为自动生成临床笔记提供了机会,并提供了宝贵的患者教育材料,使患者能够更好地了解自己的病情和治疗方案。要充分发挥人工智能在重症肾脏病学中的潜力,必须正视人工智能实施过程中的局限性和挑战,包括数据质量问题、伦理考虑以及严格验证的必要性。虽然人工智能在改善患者预后方面大有可为,但其成功实施需要持续的培训、教育以及肾脏病专家、重症监护专家和人工智能专家之间的合作。
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引用次数: 0
Cardiac arrest and microcirculatory dysfunction: a narrative review. 心脏骤停与微循环功能障碍:叙述性综述。
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-09-27 DOI: 10.1097/MCC.0000000000001219
Max S Kravitz, John H Lee, Nathan I Shapiro

Purpose of review: This review provides an overview of the role of microcirculation in cardiac arrest and postcardiac arrest syndrome through handheld intravital microscopy and biomarkers. It highlights the importance of microcirculatory dysfunction in postcardiac arrest outcomes and explores potential therapeutic targets.

Recent findings: Sublingual microcirculation is impaired in the early stage of postarrest and is potentially associated with increased mortality. Recent work suggests that the proportion of perfused small vessels is predictive of mortality. Microcirculatory impairment is consistently found to be independent of macrohemodynamic parameters. Biomarkers of endothelial cell injury and endothelial glycocalyx degradation are elevated in postarrest settings and may predict mortality and clinical outcomes, warranting further studies. Recent studies of exploratory therapies targeting microcirculation have shown some promise in animal models but still require significant research.

Summary: Although research continues to suggest the important role that microcirculation may play in postcardiac arrest syndrome and cardiac arrest outcomes, the existing studies are still limited to draw any definitive conclusions. Further research is needed to better understand microcirculatory changes and their significance to improve cardiac arrest care and outcomes.

综述的目的:本综述通过手持式体内显微镜和生物标志物概述了微循环在心脏骤停和心脏骤停后综合征中的作用。它强调了微循环功能障碍在心脏骤停后结果中的重要性,并探讨了潜在的治疗目标:最近的研究结果:在心跳骤停后的早期阶段,舌下微循环受损,可能与死亡率增加有关。最近的研究表明,灌注小血管的比例可预测死亡率。微循环损伤一直与宏观血流动力学参数无关。内皮细胞损伤和内皮糖萼降解的生物标志物在心搏骤停后升高,可预测死亡率和临床结果,值得进一步研究。最近针对微循环的探索性疗法的研究在动物模型中显示出一定的前景,但仍需要大量的研究。总结:尽管研究继续表明微循环可能在心脏骤停后综合征和心脏骤停预后中扮演重要角色,但现有的研究仍然有限,无法得出任何明确的结论。要更好地了解微循环变化及其对改善心脏骤停护理和预后的意义,还需要进一步的研究。
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引用次数: 0
New drugs on the horizon for acute kidney injury. 治疗急性肾损伤的新药即将问世。
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-09-20 DOI: 10.1097/MCC.0000000000001217
Louis Mourisse, Peter Pickkers

Purpose of review: Acute kidney injury (AKI) is a frequent and serious complication in critically ill patients. Currently, no effective therapy to prevent or treat AKI is available. This review highlights recently published developments on pharmacological treatments that aim to prevent AKI or to alleviate the severity of AKI in critical ill patients.

Recent findings: Studies on pharmacological interventions aimed to improve hemodynamics, renal perfusion, to mediate inflammation-associated renal damage and to reduce oxidative stress are presented, including several observational studies and randomized trials focused on the potential renal protective effects in relevant patient populations. Different existing and novel compounds are being investigated for the effects on renal endpoints and several show potential to prevent or alleviate the occurrence of AKI. It is now acknowledged that different underlying pathophysiological processes are relevant in the development of AKI. Recognition of these sub-endotypes of AKI and knowledge of the therapeutic target of different compounds is of paramount importance to select the right patient for the right treatment at the right time.

Summary: The discovery of reno-protective therapies is hampered by the timely detection and recognition of the overriding mechanism of AKI. Nevertheless, several compounds are under investigation, which hold promise for a future treatment.

审查目的:急性肾损伤(AKI)是危重病人常见的严重并发症。目前,尚无预防或治疗急性肾损伤的有效疗法。本综述重点介绍了近期发表的旨在预防危重病人急性肾损伤或减轻其严重程度的药理治疗进展:本文介绍了旨在改善血液动力学、肾脏灌注、介导炎症相关性肾损伤和减少氧化应激的药理干预研究,其中包括几项观察性研究和随机试验,这些研究的重点是在相关患者群体中发挥潜在的肾脏保护作用。目前正在研究不同的现有化合物和新型化合物对肾脏终点的影响,其中一些化合物显示出预防或缓解 AKI 发生的潜力。现在人们已经认识到,不同的潜在病理生理过程与 AKI 的发生有关。识别 AKI 的这些亚内型并了解不同化合物的治疗靶点,对于在正确的时间选择正确的患者进行正确的治疗至关重要。摘要:及时发现和识别 AKI 的主要机制阻碍了肾脏保护疗法的发现。尽管如此,仍有几种化合物正在研究之中,有望成为未来的治疗方法。
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引用次数: 0
Cerebral oximetry in high-risk surgical patients: where are we? 高危手术患者的脑氧饱和度:我们进展到哪里了?
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-09-04 DOI: 10.1097/MCC.0000000000001204
Rosalia Navarro-Perez, Nekane Romero-García, Camilla Paolessi, Chiara Robba, Rafael Badenes

Purpose of review: This review aims to summarize the latest evidence on the role of near-infrared spectroscopy (NIRS) in monitoring cerebral oxygenation in high-risk surgical patients, including both cardiac and noncardiac surgeries, and to present a new algorithm for its application.

Recent findings: NIRS effectively measures brain oxygen saturation noninvasively, proving valuable in cardiac surgeries to reduce neurological complications, though its impact on nonneurological outcomes is less clear. In noncardiac surgeries, NIRS can help prevent complications like postoperative cognitive dysfunction, particularly in high-risk and major surgeries. Studies highlight the variability of cerebral oxygenation impacts based on surgical positions, with mixed results in positions like the beach chair and sitting positions. A structured algorithm for managing cerebral desaturation has been proposed to optimize outcomes by addressing multiple factors contributing to blood oxygen content and delivery.

Summary: Despite its limitations, including spatial resolution and interindividual variability, NIRS is a useful tool for intraoperative cerebral monitoring. Further studies are needed to confirm its broader applicability in noncardiac surgeries, but current evidence supports its role in reducing postoperative complications especially in cardiac surgeries.

综述目的:本综述旨在总结近红外光谱(NIRS)在高风险手术患者(包括心脏和非心脏手术)脑氧饱和度监测中的作用的最新证据,并提出一种新的应用算法:最近的研究结果:近红外成像技术能有效测量无创的脑氧饱和度,在心脏手术中对减少神经系统并发症很有价值,但对非神经系统结果的影响还不太清楚。在非心脏手术中,近红外成像技术有助于预防术后认知功能障碍等并发症,尤其是在高风险和重大手术中。研究强调了手术体位对脑氧饱和度影响的差异性,沙滩椅和坐姿等体位的结果不一。总结:尽管存在空间分辨率和个体间变异性等局限性,近红外成像仍不失为术中脑部监测的有用工具。需要进一步的研究来确认其在非心脏手术中的广泛适用性,但目前的证据支持其在减少术后并发症方面的作用,尤其是在心脏手术中。
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引用次数: 0
Is tranexamic acid appropriate for all patients undergoing high-risk surgery? 氨甲环酸是否适用于所有接受高风险手术的患者?
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-09-07 DOI: 10.1097/MCC.0000000000001207
Ane Abad-Motos, Jose A García-Erce, Paolo Gresele, Jose A Páramo

Purpose of review: Tranexamic acid (TXA), an antifibrinolytic agent, reduces surgical bleeding in a variety of procedures, such as cardiac, orthopedic, abdominal, and urologic surgery, cesarean section, and neurosurgery. However, there are surgical interventions for which its use is not yet widespread, and some caution persists because of concerns regarding thrombotic risk. The purpose of this review is to analyze the most recent evidence in various subgroups of surgical specialties and the association of TXA with thrombotic events and other side effects (e.g. seizures).

Recent findings: Recent clinical trials and meta-analyses have shown that the efficacy and safety vary according to the clinical context, timing of administration, and dose. Some reports found that TXA reduces major bleeding by 25% without a significant increase in thrombotic events.

Summary: Wider use of TXA has the potential to improve surgical safety, avoid unnecessary blood use, and save healthcare funds.

审查目的:氨甲环酸(TXA)是一种抗纤维蛋白溶解剂,可减少心脏、骨科、腹部和泌尿科手术、剖腹产和神经外科等多种手术中的出血。然而,在一些外科手术中,这种药物的应用还不广泛,而且由于担心血栓形成的风险,人们仍持谨慎态度。本综述旨在分析外科各专科亚组的最新证据,以及 TXA 与血栓事件和其他副作用(如癫痫发作)的关系:最近的临床试验和荟萃分析表明,疗效和安全性因临床环境、给药时间和剂量而异。摘要:广泛使用 TXA 有可能提高手术安全性,避免不必要的用血,节省医疗资金。
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引用次数: 0
Editorial introductions. 编辑介绍。
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-11-07 DOI: 10.1097/MCC.0000000000001222
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引用次数: 0
Fluid management in the septic peri-operative patient. 脓毒症围手术期患者的输液管理。
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-09-03 DOI: 10.1097/MCC.0000000000001201
Prashant Nasa, Robert Wise, Manu L N G Malbrain

Purpose of review: This review provides insight into recent clinical studies involving septic peri-operative patients and highlights gaps in understanding fluid management. The aim is to enhance the understanding of safe fluid resuscitation to optimize peri-operative outcomes and reduce complications.

Recent findings: Recent research shows adverse surgical and clinical outcomes with both under- and over-hydration of peri-operative patients. The kinetic of intravenous fluids varies significantly during surgery, general anaesthesia, and sepsis with damage to endothelial glycocalyx (EG), which increases vascular permeability and interstitial oedema. Among clinical anaesthesia, neuraxial anaesthesia and sevoflurane have less effect on EG. Hypervolemia and the speed and volume of fluid infusion are also linked to EG shedding. Despite improvement in the antisepsis strategies, peri-operative sepsis is not uncommon. Fluid resuscitation is the cornerstone of sepsis management. However, overzealous fluid resuscitation is associated with increased mortality in patients with sepsis and septic shock. Personalized fluid resuscitation based on a careful assessment of intravascular volume status, dynamic haemodynamic variables and fluid tolerance appears to be a safe approach. Balanced solutions (BS) are preferred over 0.9% saline in patients with sepsis and septic shock due to a potential reduction in mortality, when exclusive BS are used and/or large volume of fluids are required for fluid resuscitation. Peri-operative goal-directed fluid therapy (GDFT) using dynamic haemodynamic variables remains an area of interest in reducing postoperative complications and can be considered for sepsis management (Supplementary Digital Content).

Summary: Optimization of peri-operative fluid management is crucial for improving surgical outcomes and reducing postoperative complications in patients with sepsis. Individualized and GDFT using BS is the preferred approach for fluid resuscitation in septic peri-operative patients. Future research should evaluate the interaction between clinical anaesthesia and EG, its implications on fluid resuscitation, and the impact of GDFT in septic peri-operative patients.

目的:这篇综述深入探讨了近期涉及脓毒症围手术期患者的临床研究,并强调了在了解液体管理方面存在的差距。目的是加深对安全液体复苏的理解,以优化围手术期的预后并减少并发症:最新研究结果表明,围手术期患者水份不足或过量都会对手术和临床效果产生不利影响。在手术、全身麻醉和败血症期间,静脉输液的动力学会因内皮糖萼(EG)受损而发生显著变化,从而增加血管通透性和间质水肿。在临床麻醉中,神经麻醉和七氟醚对 EG 的影响较小。高血容量、输液速度和输液量也与 EG 脱落有关。尽管防腐策略有所改进,但围术期败血症并不少见。液体复苏是败血症治疗的基石。然而,过度热衷于液体复苏会增加败血症和脓毒性休克患者的死亡率。在仔细评估血管内容量状态、动态血流动力学变量和液体耐受性的基础上进行个性化液体复苏似乎是一种安全的方法。在脓毒症和脓毒性休克患者中,平衡溶液(BS)比 0.9% 生理盐水更受青睐,因为在使用专用平衡溶液和/或需要大量液体进行液体复苏时,平衡溶液可能会降低死亡率。使用动态血流动力学变量的围手术期目标导向液体疗法(GDFT)在减少术后并发症方面仍是一个值得关注的领域,可考虑用于脓毒症治疗(补充数字内容)。摘要:优化围手术期液体管理对于改善脓毒症患者的手术效果和减少术后并发症至关重要。在脓毒症围手术期患者的液体复苏中,使用 BS 的个性化和 GDFT 是首选方法。未来的研究应评估临床麻醉与 EG 之间的相互作用、其对液体复苏的影响以及 GDFT 对脓毒症围手术期患者的影响。
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引用次数: 0
Hemodynamic management of acute kidney injury. 急性肾损伤的血液动力学治疗。
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-09-18 DOI: 10.1097/MCC.0000000000001213
Daniel De Backer, Rocio Rimachi, Jacques Duranteau

Purpose of review: To discuss the role of hemodynamic management in critically ill patients with acute kidney injury.

Recent findings: Acute kidney injury (AKI) may be associated with persistent alterations in renal perfusion, even when cardiac output and blood pressure are preserved. The effects of interventions aiming at increasing renal perfusion are best evaluated by renal Doppler or contrast enhance ultrasound. However, limited data have been acquired with these techniques and the essential of the literature is based on surrogates of renal function such as incidence of use of renal replacement therapy. Fluids may increase renal perfusion but their effects are quite unpredictable and can be dissociated from their impact on cardiac output and arterial pressure. Inotropes can also be used in selected conditions. At the de-escalation phase, fluid withdrawal should be considered. Safe fluid withdrawal may be achieved when applied in selected patients with preserved tissue perfusion presenting signs of fluid intolerance. When applied, stopping rules should be set. Dobutamine, milrinone and levosimendan increase renal perfusion in AKI associated with cardiac failure or after cardiac surgery. However, the impact of these agents in sepsis is not well defined. Regarding vasopressors, norepinephrine is the first-line vasopressor agent, but vasopressin derivative may limit the requirement of renal replacement therapy. Angiotensin has promising effects in a limited size post-Hoc analysis of a RCT, but these data need to be confirmed. While correction of severe hypotension is associated with improved renal perfusion and function, the optimal mean arterial pressure (MAP) target level remains undefined, Systematic increase in MAP results in variable changes in renal perfusion. It sounds reasonable to individualize MAP target, paying attention to central venous and intraabdominal pressures, as well as to the response to an increase in MAP.

Summary: Recent studies have refined the impact of the various hemodynamic interventions on renal perfusion and function in critically ill patients with AKI. Though several of these interventions improve renal perfusion, their impact on renal function is more variable.

综述的目的:讨论血液动力学管理在急性肾损伤重症患者中的作用:急性肾损伤(AKI)可能与肾脏灌注的持续改变有关,即使在心输出量和血压保持不变的情况下也是如此。通过肾脏多普勒或造影剂增强超声波可对旨在增加肾脏灌注的干预措施的效果进行最佳评估。然而,利用这些技术获得的数据有限,大部分文献都是基于肾功能的替代指标,如使用肾脏替代疗法的发生率。输液可增加肾脏灌注,但其效果难以预测,且与对心排血量和动脉压的影响无关。在某些情况下也可以使用肌注药物。在降级阶段,应考虑撤液。如果选定的患者组织灌注得到保留,并出现液体不耐受的迹象,则可安全撤液。使用时应制定停止规则。多巴酚丁胺、米力农和左西孟旦可增加与心力衰竭相关的 AKI 或心脏手术后的肾脏灌注。然而,这些药物对脓毒症的影响尚不明确。关于血管加压药,去甲肾上腺素是一线血管加压药,但血管加压素衍生物可能会限制肾脏替代疗法的需求。在一项规模有限的 RCT 事后分析中,血管紧张素具有良好的效果,但这些数据尚需证实。虽然纠正严重低血压与改善肾脏灌注和功能有关,但最佳平均动脉压(MAP)目标水平仍未确定。根据中心静脉压和腹腔内压以及对 MAP 升高的反应来确定 MAP 目标值是合理的:最近的研究已经完善了各种血流动力学干预措施对 AKI 重症患者肾脏灌注和功能的影响。虽然其中一些干预措施能改善肾脏灌注,但它们对肾功能的影响却不尽相同。
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引用次数: 0
Protective mechanical ventilation in critically ill patients after surgery. 手术后重症患者的保护性机械通气。
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-09-23 DOI: 10.1097/MCC.0000000000001215
Andres Zorrilla-Vaca, Jimmy J Arevalo, Michael C Grant

Purpose of review: This review aims to provide an updated overview of lung protective strategies in critically ill patients after surgery, focusing on the utility of postoperative open-lung ventilation during the transition from the operating room to the intensive care unit.

Recent findings: Mechanically ventilated patients after surgery represent a challenge in the intensive care unit. Different protective strategies have been proposed to minimize the risk of ventilator-induced lung injury (VILI) and facilitate adequate weaning from mechanical ventilation. Fast-track extubation protocols, increasingly standard in the care of critically ill patients postsurgery, have demonstrated improvements in recovery and reductions in acute lung injury, primarily based on retrospective studies. Open-lung ventilation strategies, such as individualization of positive-end expiratory pressure based on driving pressure and postoperative noninvasive ventilation support with high-flow nasal cannula, are becoming standard of care in high-risk surgical patients after major abdominal or thoracic surgeries.

Summary: Mechanical ventilation in surgical patients should adhere to lung protective strategies (i.e., individualizing positive end expiratory pressure and prioritize alveolar recruitment) during the transition from the operating room to the intensive care unit.

综述目的:本综述旨在提供关于重症患者术后肺保护策略的最新概述,重点关注术后开胸通气在从手术室向重症监护室过渡期间的效用:最近的研究结果:术后接受机械通气的患者是重症监护室面临的一项挑战。为了最大限度地降低呼吸机诱发肺损伤(VILI)的风险并促进机械通气的充分断奶,人们提出了不同的保护策略。快速拔管方案日益成为术后重症患者的标准护理方案,主要基于回顾性研究,该方案已证明可改善患者的恢复并减少急性肺损伤。开肺通气策略,如基于驱动压力的个体化呼气末正压和术后使用高流量鼻插管的无创通气支持,正在成为腹部或胸部大手术后高风险手术患者的标准护理方法。摘要:手术患者从手术室过渡到重症监护病房期间,机械通气应坚持肺保护策略(即个体化呼气末正压和优先考虑肺泡募集)。
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引用次数: 0
Does targeted temperature management at 33 °C improve outcome after cardiac arrest? 33 °C的目标体温管理能否改善心脏骤停后的预后?
IF 3.5 3区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2024-12-01 Epub Date: 2024-10-21 DOI: 10.1097/MCC.0000000000001214
Markus B Skrifvars, Benjamin S Abella

Purpose of review: Following successful resuscitation from cardiac arrest, a complex set of pathophysiologic processes are acutely triggered, leading to substantial morbidity and mortality. Postarrest management remains a major challenge to critical care providers, with few proven therapeutic strategies to improve outcomes. One therapy that has received substantial focus is the intentional lowering of core body temperature for a discrete period of time following resuscitation. In this review, we will discuss the key trials and other evidence surrounding TTM and present opposing arguments, one 'against' the use of postarrest TTM and another 'for' the use of this therapeutic approach.

Recent findings: Targeted temperature management, has been a topic of enormous controversy, as recently a number of clinical trials show conflicting results on the effect of TTM. Fundamental questions, about the dosing of TTM (e.g. use at 33 °C versus higher temperatures), or the use of TTM at all (as opposed to passive fever avoidance), remain active topics of global discussion. Systematic reviews on this topic also show variable results.

Summary: There are several arguments for and against the use of TTM targeting 33 °C for alleviating brain injury after cardiac arrest. More studies are on the way that will hopefully provide more robust evidence and hopefully allow for consensus on this important topic.

回顾的目的:心脏骤停复苏成功后,一系列复杂的病理生理过程会被迅速触发,导致大量的发病率和死亡率。心脏骤停后的管理仍然是重症监护提供者面临的一大挑战,几乎没有经过验证的治疗策略可以改善预后。其中一种受到广泛关注的疗法是在复苏后的一段时间内有意降低核心体温。在这篇综述中,我们将讨论有关定向体温管理的主要试验和其他证据,并提出对立的观点,一种是 "反对 "使用复苏后定向体温管理,另一种是 "支持 "使用这种治疗方法:有针对性的体温管理一直是一个极具争议的话题,因为最近的一些临床试验显示,TTM 的效果存在相互矛盾的结果。关于定向体温管理的剂量(如在 33 °C 温度下使用与在更高温度下使用)或定向体温管理的使用(相对于被动退热)等基本问题,仍是全球讨论的热门话题。总结:对于在心脏骤停后使用以 33 °C 为目标的 TTM 缓解脑损伤,支持和反对的观点各有不同。更多的研究正在进行中,有望提供更有力的证据,并有望就这一重要课题达成共识。
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引用次数: 0
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