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Optimized ventilation power to avoid VILI. 优化通风功率,避免VILI。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-20 DOI: 10.1186/s40560-023-00706-y
Lauren T Thornton, John J Marini

The effort to minimize VILI risk must be multi-pronged. The need to adequately ventilate, a key determinant of hazardous power, is reduced by judicious permissive hypercapnia, reduction of innate oxygen demand, and by prone body positioning that promotes both efficient pulmonary gas exchange and homogenous distributions of local stress. Modifiable ventilator-related determinants of lung protection include reductions of tidal volume, plateau pressure, driving pressure, PEEP, inspiratory flow amplitude and profile (using longer inspiration to expiration ratios), and ventilation frequency. Underappreciated conditional cofactors of importance to modulate the impact of local specific power may include lower vascular pressures and blood flows. Employed together, these measures modulate ventilation power with the intent to avoid VILI while achieving clinically acceptable targets for pulmonary gas exchange.

将VILI风险最小化的努力必须是多管齐下的。适当的通气需求是危险力量的关键决定因素,通过明智的允许性高碳酸血症,减少先天需氧量,以及俯卧体位促进有效的肺部气体交换和局部压力的均匀分布,可以减少通气需求。可改变的与呼吸机相关的肺保护决定因素包括潮气量、平台压力、驱动压力、PEEP、吸气流量振幅和轮廓(使用更长的吸气呼气比)和通气频率的降低。被低估的调节局部比功率影响的重要条件辅助因素可能包括较低的血管压和血流量。这些措施一起使用,调节通气功率,目的是避免VILI,同时达到临床可接受的肺气体交换目标。
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引用次数: 0
The optimal dose of mobilisation therapy in the ICU: a prospective cohort study. ICU中活动治疗的最佳剂量:一项前瞻性队列研究。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-20 DOI: 10.1186/s40560-023-00703-1
Marco Lorenz, Kristina Fuest, Bernhard Ulm, Julius J Grunow, Linus Warner, Annika Bald, Vanessa Arsene, Michael Verfuß, Nils Daum, Manfred Blobner, Stefan J Schaller

Background: This study aimed to assess the impact of duration of early mobilisation on survivors of critical illness. The hypothesis was that interventions lasting over 40 min, as per the German guideline, positively affect the functional status at ICU discharge.

Methods: Prospective single-centre cohort study conducted in two ICUs in Germany. In 684 critically ill patients surviving an ICU stay > 24 h, out-of-bed mobilisation of more than 40 min was evaluated.

Results: Daily mobilisation ≥ 40 min was identified as an independent predictor of an improved functional status upon ICU discharge. This effect on the primary outcome measure, change of Mobility-Barthel until ICU discharge, was observed in three different models for baseline patient characteristics (average treatment effect (ATE), all three models p < 0.001). When mobilisation parameters like level of mobilisation, were included in the analysis, the average treatment effect disappeared [ATE 1.0 (95% CI - 0.4 to 2.4), p = 0.16].

Conclusions: A mobilisation duration of more than 40 min positively impacts functional outcomes at ICU discharge. However, the maximum level achieved during ICU stay was the most crucial factor regarding adequate dosage, as higher duration did not show an additional benefit in patients with already high mobilisation levels.

Trial registration: Prospective Registry of Mobilization-, Routine- and Outcome Data of Intensive Care Patients (MOBDB), NCT03666286. Registered 11 September 2018-retrospectively registered, https://classic.

Clinicaltrials: gov/ct2/show/NCT03666286 .

背景:本研究旨在评估早期动员时间对危重疾病幸存者的影响。假设干预持续超过40分钟,根据德国指南,积极影响ICU出院时的功能状态。方法:在德国的两个icu中进行前瞻性单中心队列研究。对684例ICU住院24小时存活的危重患者进行了床外活动超过40分钟的评估。结果:每日活动≥40分钟被确定为ICU出院时功能状态改善的独立预测因子。在三种不同的基线患者特征模型(平均治疗效果(ATE))中观察到,在ICU出院时,活动时间超过40分钟对功能结局有积极影响。然而,在ICU住院期间达到的最大剂量是关于适当剂量的最关键因素,因为对于已经具有高活动水平的患者,更长的持续时间并没有显示出额外的益处。试验注册:重症监护患者动员、常规和结局数据前瞻性注册(MOBDB), NCT03666286。注册地址:https://classic.Clinicaltrials: gov/ct2/show/NCT03666286
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引用次数: 0
Prolonged use of neuromuscular blocking agents is associated with increased long-term mortality in mechanically ventilated medical ICU patients: a retrospective cohort study. 长期使用神经肌肉阻滞剂与机械通气ICU患者长期死亡率增加相关:一项回顾性队列研究
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-17 DOI: 10.1186/s40560-023-00696-x
Chun Lin, Wen-Cheng Chao, Kai-Chih Pai, Tsung-Ying Yang, Chieh-Liang Wu, Ming-Cheng Chan

Background: Neuromuscular blockade agents (NMBAs) can be used to facilitate mechanical ventilation in critically ill patients. Accumulating evidence has shown that NMBAs may be associated with intensive care unit (ICU)-acquired weakness and poor outcomes. However, the long-term impact of NMBAs on mortality is still unclear.

Methods: We conducted a retrospective analysis using the 2015-2019 critical care databases at Taichung Veterans General Hospital, a referral center in central Taiwan, as well as the Taiwan nationwide death registry profile.

Results: A total of 5709 ventilated patients were eligible for further analysis, with 63.8% of them were male. The mean age of enrolled subjects was 67.8 ± 15.8 years, and the one-year mortality was 48.3% (2755/5709). Compared with the survivors, the non-survivors had a higher age (70.4 ± 14.9 vs 65.4 ± 16.3, p < 0.001), Acute Physiology and Chronic Health Evaluation II score (28.0 ± 6.2 vs 24.7 ± 6.5, p < 0.001), a longer duration of ventilator use (12.6 ± 10.6 days vs 7.8 ± 8.5 days, p < 0.001), and were more likely to receive NMBAs for longer than 48 h (11.1% vs 7.8%, p < 0.001). After adjusting for age, sex, and relevant covariates, the use of NMBAs for longer than 48 h was found to be independently associated with an increased risk of mortality (adjusted HR: 1.261; 95% CI: 1.07-1.486). The analysis of effect modification revealed that this association was tended to be strong in patients with a Charlson Comorbidity Index of 3 or higher.

Conclusions: Our study demonstrated that prolonged use of NMBAs was associated with an increased risk of long-term mortality in critically ill patients requiring mechanical ventilation. Further studies are needed to validate our findings.

背景:神经肌肉阻滞剂(nmba)可用于危重患者的机械通气。越来越多的证据表明,nmba可能与重症监护病房(ICU)获得性虚弱和不良预后有关。然而,NMBAs对死亡率的长期影响尚不清楚。方法:我们使用台湾中部转诊中心台中退伍军人总医院2015-2019年重症监护数据库以及台湾全国死亡登记资料进行回顾性分析。结果:5709例通气患者符合进一步分析条件,其中男性占63.8%。入组受试者的平均年龄为67.8±15.8岁,一年死亡率为48.3%(2755/5709)。与幸存者相比,非幸存者的年龄更高(70.4±14.9 vs 65.4±16.3,p)。结论:我们的研究表明,长期使用NMBAs与需要机械通气的危重患者长期死亡风险增加相关。需要进一步的研究来验证我们的发现。
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引用次数: 0
Variation in coagulation factor activity levels cause discrepancies between activated partial thromboplastin time and anti-Xa activity for heparin monitoring: a retrospective observational study. 凝血因子活性水平的变化导致活化部分凝血活素时间和肝素监测抗xa活性之间的差异:一项回顾性观察研究。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-16 DOI: 10.1186/s40560-023-00701-3
Tomoyo Saito, Mineji Hayakawa, Osamu Kumano, Yoshinori Honma, Mone Murashita, Jun Kato, Syouki Fukui, Masaki Takahashi, Yuki Takahashi, Takumi Tsuchida, Asumi Mizugaki, Shuhei Takauji, Mariko Hayamizu, Tomonao Yoshida, Kenichi Katabami, Takeshi Wada, Kunihiko Maekawa

Background: Unfractionated heparin (UFH) is primarily monitored using activated partial thromboplastin time (APTT). However, the recent introduction of anti-activated factor X (anti-Xa) activity testing has provided a direct evaluation of Xa inhibition by anticoagulants. This study aimed to investigate discrepancies between APTT and anti-Xa activity during UFH monitoring in critically ill patients and explore their underlying causes.

Methods: This study analyzed 271 pairs of laboratory test results from blood samples of 99 critically ill patients receiving continuous intravenous UFH. Theoretical APTT values were calculated using fitted curve equations from spiked sample measurements with anti-Xa activity. Samples were categorized into three groups based on the measurement of the APTT/theoretical APTT ratio: the lower group (< 80%), the concordant group (80-120%), and the upper group (> 120%).

Results: The overall concordance rate between APTT and anti-Xa activity was 45%, with a 55% discrepancy rate. The lower group frequently showed apparent heparin overdoses, while coagulation factor activities in the lower and upper groups were higher and lower, respectively, than those in the concordant group. Particularly, the lower group exhibited higher factor VIII activity levels than the upper and concordant groups.

Conclusions: Discrepancies between APTT and anti-Xa activity were frequently observed, influenced by changes in coagulation factors activity levels. The lower and upper groups were classified as pseudo-heparin-resistant and coagulopathy types, respectively. Accurate monitoring of heparin in critically ill patients is crucial, especially in cases of pseudo-heparin resistance, where APTT values may wrongly indicate inadequate heparin dosing despite sufficient anti-Xa activity. Understanding these discrepancies is important for managing heparin therapy in critically ill patients.

Trial registration: Not applicable.

背景:未分离肝素(UFH)主要监测使用活化部分凝血活素时间(APTT)。然而,最近引入的抗活化因子X (anti-Xa)活性测试提供了抗凝剂对Xa抑制的直接评估。本研究旨在探讨危重患者在UFH监测期间APTT和抗xa活性之间的差异,并探讨其潜在原因。方法:对99例持续静脉注射UFH的危重患者血液标本271对化验结果进行分析。理论APTT值计算使用拟合曲线方程从尖刺样品测量抗xa活性。根据测量的APTT/理论APTT比率将样本分为三组:较低组(120%)。结果:APTT与抗xa活性的总体一致性为45%,差异率为55%。低剂量组经常出现明显的肝素过量,而低剂量组和高剂量组凝血因子活性分别高于和低于和谐组。特别是,较低的组表现出比较高和和谐组更高的因子VIII活性水平。结论:APTT和抗xa活性之间的差异经常被观察到,受凝血因子活性水平变化的影响。下、上两组分别分为伪肝素耐药型和凝血障碍型。在危重患者中准确监测肝素至关重要,特别是在假肝素耐药的情况下,APTT值可能错误地指示肝素剂量不足,尽管抗xa活性足够。了解这些差异对于管理危重患者的肝素治疗非常重要。试验注册:不适用。
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引用次数: 0
Translation of patients' advance directives in intensive care units: are we there yet? 重症监护病房病人预先指示的翻译:我们做到了吗?
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-15 DOI: 10.1186/s40560-023-00705-z
Sira M Baumann, Natalie J Kruse, Paulina S C Kliem, Simon A Amacher, Sabina Hunziker, Tolga D Dittrich, Fabienne Renetseder, Pascale Grzonka, Raoul Sutter

Objectives: This review examined studies regarding the implementation and translation of patients' advance directives (AD) in intensive care units (ICUs), focusing on practical difficulties and obstacles.

Methods: The digital PubMed and Medline databases were screened using predefined keywords to identify relevant prospective and retrospective studies published until 2022.

Results: Seventeen studies from the United States, Europe, and South Africa (including 149,413 patients and 1210 healthcare professionals) were identified. The highest prevalence of ADs was described in a prospective study in North America (49%), followed by Central Europe (13%), Asia (4%), Australia and New Zealand (4%), Latin America (3%), and Northern and Southern Europe (2.6%). While four retrospective studies reported limited effects of ADs, four retrospective studies, one survey and one systematic review indicated significant effects on provision of intensive care, higher rates of do-not-resuscitate orders, and care withholding in patients with ADs. Four of these studies showed shorter ICU stays, and lower treatment costs in patients with ADs. One prospective and two retrospective studies reported issues with loss, delayed or no transmission of ADs. One survey revealed that 91% of healthcare workers did not regularly check for ADs. Two retrospective studies and two survey revealed that the implementation of directives is further challenged by issues with their applicability, phrasing, and compliance by the critical care team and family members.

Conclusions: Although ADs may improve intensive- and end-of-life care, insufficient knowledge, lack of awareness, poor communication between healthcare providers and patients or surrogates, lack of standardization of directives, as well as ethical and legal concerns challenge their implementation.

目的:本综述审查了有关重症监护病房(icu)患者预先指示(AD)的实施和翻译的研究,重点关注实际困难和障碍。方法:使用预定义的关键词筛选PubMed和Medline数字数据库,以确定2022年之前发表的相关前瞻性和回顾性研究。结果:来自美国、欧洲和南非的17项研究(包括149,413名患者和1210名医疗保健专业人员)被确定。在一项前瞻性研究中,北美的ad患病率最高(49%),其次是中欧(13%)、亚洲(4%)、澳大利亚和新西兰(4%)、拉丁美洲(3%)以及北欧和南欧(2.6%)。虽然四项回顾性研究报告了ad的有限影响,但四项回顾性研究、一项调查和一项系统综述表明,ad对重症监护的提供、更高的不复苏订单率和延迟护理有显著影响。其中四项研究显示,ad患者的ICU住院时间较短,治疗成本较低。一项前瞻性研究和两项回顾性研究报告了ad的损失问题。一项调查显示,91%的医护人员没有定期检查ad。两项回顾性研究和两项调查显示,指令的实施受到重症监护团队和家庭成员在适用性、措辞和依从性方面的问题的进一步挑战。结论:尽管ADs可以改善重症监护和临终关怀,但知识不足,缺乏意识,医疗保健提供者与患者或代理人之间沟通不良,指令缺乏标准化,以及伦理和法律问题对其实施构成挑战。
{"title":"Translation of patients' advance directives in intensive care units: are we there yet?","authors":"Sira M Baumann, Natalie J Kruse, Paulina S C Kliem, Simon A Amacher, Sabina Hunziker, Tolga D Dittrich, Fabienne Renetseder, Pascale Grzonka, Raoul Sutter","doi":"10.1186/s40560-023-00705-z","DOIUrl":"10.1186/s40560-023-00705-z","url":null,"abstract":"<p><strong>Objectives: </strong>This review examined studies regarding the implementation and translation of patients' advance directives (AD) in intensive care units (ICUs), focusing on practical difficulties and obstacles.</p><p><strong>Methods: </strong>The digital PubMed and Medline databases were screened using predefined keywords to identify relevant prospective and retrospective studies published until 2022.</p><p><strong>Results: </strong>Seventeen studies from the United States, Europe, and South Africa (including 149,413 patients and 1210 healthcare professionals) were identified. The highest prevalence of ADs was described in a prospective study in North America (49%), followed by Central Europe (13%), Asia (4%), Australia and New Zealand (4%), Latin America (3%), and Northern and Southern Europe (2.6%). While four retrospective studies reported limited effects of ADs, four retrospective studies, one survey and one systematic review indicated significant effects on provision of intensive care, higher rates of do-not-resuscitate orders, and care withholding in patients with ADs. Four of these studies showed shorter ICU stays, and lower treatment costs in patients with ADs. One prospective and two retrospective studies reported issues with loss, delayed or no transmission of ADs. One survey revealed that 91% of healthcare workers did not regularly check for ADs. Two retrospective studies and two survey revealed that the implementation of directives is further challenged by issues with their applicability, phrasing, and compliance by the critical care team and family members.</p><p><strong>Conclusions: </strong>Although ADs may improve intensive- and end-of-life care, insufficient knowledge, lack of awareness, poor communication between healthcare providers and patients or surrogates, lack of standardization of directives, as well as ethical and legal concerns challenge their implementation.</p>","PeriodicalId":16123,"journal":{"name":"Journal of Intensive Care","volume":null,"pages":null},"PeriodicalIF":7.1,"publicationDate":"2023-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648602/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134649087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy, safety, and pharmacokinetics of MR13A11A, a generic of remifentanil, for pain management of Japanese patients in the intensive care unit: a double-blinded, fentanyl-controlled, randomized, non-inferiority phase 3 study. remifentanil仿制药MR13A11A用于日本重症监护病房患者疼痛管理的有效性、安全性和药代动力学:一项双盲、芬太尼对照、随机、非劣效性的3期研究。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-13 DOI: 10.1186/s40560-023-00698-9
Matsuyuki Doi, Naoki Takahashi, Rumi Nojiri, Takehiko Hiraoka, Yusuke Kishimoto, Shinichi Inoue, Nobuyo Oya

Background: The aims of this study were to evaluate the efficacy, safety, and pharmacokinetics (PK) of continuous intravenous administration of remifentanil in mechanically ventilated patients in the intensive care unit (ICU).

Methods: This was a multicenter, randomized, double-blinded, fentanyl-controlled, non-inferiority phase 3 study. Patients aged ≥ 20 years requiring 6 h to 10 days mechanical ventilation in an ICU and requiring pain relief were randomly assigned in a 1:1 ratio to receive either remifentanil (n = 98) or fentanyl (n = 98). Dose was titrated from an infusion rate of 1 mL/h (remifentanil: 0.025 µg/kg/min, fentanyl: 0.1 µg/kg/h) until the target level of analgesia (behavioral pain scale [BPS] ≤ 5 or numerical rating score [NRS] ≤ 3) was achieved by escalating the dose in 1 mL/h increasing. Administration was then adjusted to maintain the target level of analgesia until weaning from the ventilator. The primary endpoint was the proportion of patients who did not require rescue fentanyl. Safety was assessed according to standard procedures. PK of remifentanil in the arterial blood was assessed in 24 patients.

Results: The proportion of patients achieving the primary endpoint in the remifentanil and fentanyl groups was 100% (92/92) and 97.8% (88/90), respectively. The difference between the groups was 2.2% (95% confidence interval, - 0.8-5.3) and non-inferiority of remifentanil to fentanyl was verified (p < 0.0001). The incidences of any adverse events in the remifentanil and fentanyl groups was 34 of 92 patients (37.0%) and 34 of 90 patients (37.8%), respectively. Adverse drug reactions was 12 in 92 patients (13.0%) and 15 in 90 patients (16.7%), respectively. In the PK analysis, blood remifentanil concentration decreased within 10 min to almost 50% of the end of administration, suggesting rapid offset of action following discontinuation of remifentanil.

Conclusions: Remifentanil can be used safely for pain management in mechanically ventilated Japanese patients in the ICU.

Trial registration: Japan Registry of Clinical Trials, jRCT2080224954. Registered 20 November 2019, https://jrct.niph.go.jp/latest-detail/jRCT2080224954 .

背景:本研究的目的是评估重症监护病房(ICU)机械通气患者持续静脉给药瑞芬太尼的有效性、安全性和药代动力学(PK)。方法:这是一项多中心、随机、双盲、芬太尼对照、非劣效性的3期研究。年龄≥20岁需要6小时至10天ICU机械通气且需要缓解疼痛的患者按1:1的比例随机分配给瑞芬太尼(n = 98)或芬太尼(n = 98)。剂量从1 mL/h滴注速率开始(瑞芬太尼:0.025µg/kg/min,芬太尼:0.1µg/kg/h),以1 mL/h递增剂量,直至达到镇痛目标水平(行为疼痛量表[BPS]≤5或数值评定评分[NRS]≤3)。然后调整给药以维持目标镇痛水平,直到脱离呼吸机。主要终点是不需要芬太尼抢救的患者比例。按照标准程序进行安全性评估。对24例患者进行瑞芬太尼在动脉血中的PK测定。结果:瑞芬太尼组和芬太尼组达到主要终点的患者比例分别为100%(92/92)和97.8%(88/90)。两组间的差异为2.2%(95%可信区间为- 0.8-5.3),验证了瑞芬太尼对芬太尼的非效性(p)。结论:瑞芬太尼可安全用于日本ICU机械通气患者的疼痛管理。试验注册:日本临床试验注册中心,jRCT2080224954。2019年11月20日注册,https://jrct.niph.go.jp/latest-detail/jRCT2080224954。
{"title":"Efficacy, safety, and pharmacokinetics of MR13A11A, a generic of remifentanil, for pain management of Japanese patients in the intensive care unit: a double-blinded, fentanyl-controlled, randomized, non-inferiority phase 3 study.","authors":"Matsuyuki Doi, Naoki Takahashi, Rumi Nojiri, Takehiko Hiraoka, Yusuke Kishimoto, Shinichi Inoue, Nobuyo Oya","doi":"10.1186/s40560-023-00698-9","DOIUrl":"10.1186/s40560-023-00698-9","url":null,"abstract":"<p><strong>Background: </strong>The aims of this study were to evaluate the efficacy, safety, and pharmacokinetics (PK) of continuous intravenous administration of remifentanil in mechanically ventilated patients in the intensive care unit (ICU).</p><p><strong>Methods: </strong>This was a multicenter, randomized, double-blinded, fentanyl-controlled, non-inferiority phase 3 study. Patients aged ≥ 20 years requiring 6 h to 10 days mechanical ventilation in an ICU and requiring pain relief were randomly assigned in a 1:1 ratio to receive either remifentanil (n = 98) or fentanyl (n = 98). Dose was titrated from an infusion rate of 1 mL/h (remifentanil: 0.025 µg/kg/min, fentanyl: 0.1 µg/kg/h) until the target level of analgesia (behavioral pain scale [BPS] ≤ 5 or numerical rating score [NRS] ≤ 3) was achieved by escalating the dose in 1 mL/h increasing. Administration was then adjusted to maintain the target level of analgesia until weaning from the ventilator. The primary endpoint was the proportion of patients who did not require rescue fentanyl. Safety was assessed according to standard procedures. PK of remifentanil in the arterial blood was assessed in 24 patients.</p><p><strong>Results: </strong>The proportion of patients achieving the primary endpoint in the remifentanil and fentanyl groups was 100% (92/92) and 97.8% (88/90), respectively. The difference between the groups was 2.2% (95% confidence interval, - 0.8-5.3) and non-inferiority of remifentanil to fentanyl was verified (p < 0.0001). The incidences of any adverse events in the remifentanil and fentanyl groups was 34 of 92 patients (37.0%) and 34 of 90 patients (37.8%), respectively. Adverse drug reactions was 12 in 92 patients (13.0%) and 15 in 90 patients (16.7%), respectively. In the PK analysis, blood remifentanil concentration decreased within 10 min to almost 50% of the end of administration, suggesting rapid offset of action following discontinuation of remifentanil.</p><p><strong>Conclusions: </strong>Remifentanil can be used safely for pain management in mechanically ventilated Japanese patients in the ICU.</p><p><strong>Trial registration: </strong>Japan Registry of Clinical Trials, jRCT2080224954. Registered 20 November 2019, https://jrct.niph.go.jp/latest-detail/jRCT2080224954 .</p>","PeriodicalId":16123,"journal":{"name":"Journal of Intensive Care","volume":null,"pages":null},"PeriodicalIF":7.1,"publicationDate":"2023-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10641973/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89718524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Concerns with the revised Japanese recommendation for administering vitamin C to septic patients. 对日本修订建议对败血症患者给予维生素C的关注。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-13 DOI: 10.1186/s40560-023-00702-2
Harri Hemilä, Elizabeth Chalker
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引用次数: 0
A deep learning model for predicting multidrug-resistant organism infection in critically ill patients. 用于预测危重患者耐多药生物感染的深度学习模型。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-09 DOI: 10.1186/s40560-023-00695-y
Yaxi Wang, Gang Wang, Yuxiao Zhao, Cheng Wang, Chen Chen, Yaoyao Ding, Jing Lin, Jingjing You, Silong Gao, Xufeng Pang

Background: This study aimed to apply the backpropagation neural network (BPNN) to develop a model for predicting multidrug-resistant organism (MDRO) infection in critically ill patients.

Methods: This study collected patient information admitted to the intensive care unit (ICU) of the Affiliated Hospital of Qingdao University from August 2021 to January 2022. All patients enrolled were divided randomly into a training set (80%) and a test set (20%). The least absolute shrinkage and selection operator and stepwise regression analysis were used to determine the independent risk factors for MDRO infection. A BPNN model was constructed based on these factors. Then, we externally validated this model in patients from May 2022 to July 2022 over the same center. The model performance was evaluated by the calibration curve, the area under the curve (AUC), sensitivity, specificity, and accuracy.

Results: In the primary cohort, 688 patients were enrolled, including 109 (15.84%) MDRO infection patients. Risk factors for MDRO infection, as determined by the primary cohort, included length of hospitalization, length of ICU stay, long-term bed rest, antibiotics use before ICU, acute physiology and chronic health evaluation II, invasive operation before ICU, quantity of antibiotics, chronic lung disease, and hypoproteinemia. There were 238 patients in the validation set, including 31 (13.03%) MDRO infection patients. This BPNN model yielded good calibration. The AUC of the training set, the test set and the validation set were 0.889 (95% CI 0.852-0.925), 0.919 (95% CI 0.856-0.983), and 0.811 (95% CI 0.731-0.891), respectively.

Conclusions: This study confirmed nine independent risk factors for MDRO infection. The BPNN model performed well and was potentially used to predict MDRO infection in ICU patients.

背景:本研究旨在应用反向传播神经网络(BPNN)开发一个预测危重患者耐多药生物(MDRO)感染的模型。方法:收集2021年8月至2022年1月入住青岛大学附属医院重症监护室(ICU)的患者信息。所有入选的患者被随机分为训练组(80%)和测试组(20%)。使用最小绝对收缩和选择算子以及逐步回归分析来确定MDRO感染的独立危险因素。基于这些因素构建了一个BPNN模型。然后,我们在2022年5月至2022年7月的同一中心对患者进行了外部验证。通过校准曲线、曲线下面积(AUC)、灵敏度、特异性和准确性来评估模型性能。结果:在主要队列中,688名患者被纳入,其中109名(15.84%)MDRO感染患者。由主要队列确定的MDRO感染的风险因素包括住院时间、ICU住院时间、长期卧床休息、ICU前抗生素使用、急性生理学和慢性健康评估II、ICU前侵入性手术、抗生素用量、慢性肺病和低蛋白血症。验证集中有238名患者,其中31名(13.03%)MDRO感染患者。该BPNN模型产生了良好的校准效果。训练集、测试集和验证集的AUC分别为0.889(95%CI 0.852-0.925)、0.919(95%CI 0.8 56-0.983)和0.811(95%CI 0.731-0.891)。结论:本研究证实了MDRO感染的9个独立危险因素。BPNN模型表现良好,有可能用于预测ICU患者的MDRO感染。
{"title":"A deep learning model for predicting multidrug-resistant organism infection in critically ill patients.","authors":"Yaxi Wang, Gang Wang, Yuxiao Zhao, Cheng Wang, Chen Chen, Yaoyao Ding, Jing Lin, Jingjing You, Silong Gao, Xufeng Pang","doi":"10.1186/s40560-023-00695-y","DOIUrl":"10.1186/s40560-023-00695-y","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to apply the backpropagation neural network (BPNN) to develop a model for predicting multidrug-resistant organism (MDRO) infection in critically ill patients.</p><p><strong>Methods: </strong>This study collected patient information admitted to the intensive care unit (ICU) of the Affiliated Hospital of Qingdao University from August 2021 to January 2022. All patients enrolled were divided randomly into a training set (80%) and a test set (20%). The least absolute shrinkage and selection operator and stepwise regression analysis were used to determine the independent risk factors for MDRO infection. A BPNN model was constructed based on these factors. Then, we externally validated this model in patients from May 2022 to July 2022 over the same center. The model performance was evaluated by the calibration curve, the area under the curve (AUC), sensitivity, specificity, and accuracy.</p><p><strong>Results: </strong>In the primary cohort, 688 patients were enrolled, including 109 (15.84%) MDRO infection patients. Risk factors for MDRO infection, as determined by the primary cohort, included length of hospitalization, length of ICU stay, long-term bed rest, antibiotics use before ICU, acute physiology and chronic health evaluation II, invasive operation before ICU, quantity of antibiotics, chronic lung disease, and hypoproteinemia. There were 238 patients in the validation set, including 31 (13.03%) MDRO infection patients. This BPNN model yielded good calibration. The AUC of the training set, the test set and the validation set were 0.889 (95% CI 0.852-0.925), 0.919 (95% CI 0.856-0.983), and 0.811 (95% CI 0.731-0.891), respectively.</p><p><strong>Conclusions: </strong>This study confirmed nine independent risk factors for MDRO infection. The BPNN model performed well and was potentially used to predict MDRO infection in ICU patients.</p>","PeriodicalId":16123,"journal":{"name":"Journal of Intensive Care","volume":null,"pages":null},"PeriodicalIF":7.1,"publicationDate":"2023-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10633993/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71521680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lacosamide dosing in patients receiving continuous renal replacement therapy. 接受连续肾脏替代治疗的患者服用拉沙酰胺。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-09 DOI: 10.1186/s40560-023-00700-4
Weerachai Chaijamorn, Sathian Phunpon, Thanompong Sathienluckana, Taniya Charoensareerat, Sutthiporn Pattharachayakul, Dhakrit Rungkitwattanakul, Nattachai Srisawat

Background: Lacosamide is one of the anticonvulsants used in critically ill patients. This study aimed to suggest appropriate lacosamide dosing regimens in critically ill patients receiving continuous renal replacement therapy (CRRT) via Monte Carlo simulations.

Methods: Mathematical models were created using published demographic and pharmacokinetics in adult critically ill patients. CRRT modalities with different effluent rates were added into the models. Lacosamide regimens were evaluated on the probability of target attainment (PTA) using pharmacodynamic targets of trough concentrations and area under the curve within a range of 5-10 mg/L and 80.25-143 and 143-231 mg*h/L for the initial 72 h-therapy, respectively. Optimal regimens were defined from regimens that yielded the highest PTA. Each dosing regimen was tested in a group of different 10,000 virtual patients.

Results: Our results revealed the optimal lacosamide dosing regimen of 300-450 mg/day is recommended for adult patients receiving both CRRT modalities with 20-25 effluent rates. The dose of 600 mg/day was suggested in higher effluent rate of 35 mL/kg/h. Moreover, a patient with body weight > 100 kg was less likely to attain the targets.

Conclusions: Volume of distribution, total clearance, CRRT clearance and body weight were significantly contributed to lacosamide dosing. Clinical validation of the finding is strongly indicated.

背景:Lacosamide是用于危重患者的抗惊厥药物之一。本研究旨在通过蒙特卡洛模拟,为接受连续肾脏替代治疗(CRRT)的危重患者提出合适的拉沙酰胺给药方案。方法:使用已发表的成年危重患者的人口统计学和药代动力学建立数学模型。模型中加入了具有不同出水速率的CRRT模式。对于最初的72小时治疗,使用谷浓度和曲线下面积分别在5-10mg/L和80.25-143和143-231mg*h/L范围内的药效学靶标来评估拉沙酰胺方案的靶标实现概率(PTA)。最佳方案是从产生最高PTA的方案中定义的。每种给药方案都在一组不同的10000名虚拟患者中进行了测试。结果:我们的研究结果表明,对于接受两种CRRT模式的成人患者,建议采用300-450 mg/天的最佳拉沙酰胺给药方案,出水率为20-25。在35mL/kg/h的较高出水速率下,建议剂量为600mg/天。此外,有体重的患者 > 100公斤不太可能达到目标。结论:分布体积、总清除率、CRRT清除率和体重对拉沙酰胺给药有显著影响。这一发现得到了强有力的临床验证。
{"title":"Lacosamide dosing in patients receiving continuous renal replacement therapy.","authors":"Weerachai Chaijamorn, Sathian Phunpon, Thanompong Sathienluckana, Taniya Charoensareerat, Sutthiporn Pattharachayakul, Dhakrit Rungkitwattanakul, Nattachai Srisawat","doi":"10.1186/s40560-023-00700-4","DOIUrl":"10.1186/s40560-023-00700-4","url":null,"abstract":"<p><strong>Background: </strong>Lacosamide is one of the anticonvulsants used in critically ill patients. This study aimed to suggest appropriate lacosamide dosing regimens in critically ill patients receiving continuous renal replacement therapy (CRRT) via Monte Carlo simulations.</p><p><strong>Methods: </strong>Mathematical models were created using published demographic and pharmacokinetics in adult critically ill patients. CRRT modalities with different effluent rates were added into the models. Lacosamide regimens were evaluated on the probability of target attainment (PTA) using pharmacodynamic targets of trough concentrations and area under the curve within a range of 5-10 mg/L and 80.25-143 and 143-231 mg*h/L for the initial 72 h-therapy, respectively. Optimal regimens were defined from regimens that yielded the highest PTA. Each dosing regimen was tested in a group of different 10,000 virtual patients.</p><p><strong>Results: </strong>Our results revealed the optimal lacosamide dosing regimen of 300-450 mg/day is recommended for adult patients receiving both CRRT modalities with 20-25 effluent rates. The dose of 600 mg/day was suggested in higher effluent rate of 35 mL/kg/h. Moreover, a patient with body weight > 100 kg was less likely to attain the targets.</p><p><strong>Conclusions: </strong>Volume of distribution, total clearance, CRRT clearance and body weight were significantly contributed to lacosamide dosing. Clinical validation of the finding is strongly indicated.</p>","PeriodicalId":16123,"journal":{"name":"Journal of Intensive Care","volume":null,"pages":null},"PeriodicalIF":7.1,"publicationDate":"2023-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10633951/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72014499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy of therapeutic drug monitoring-based antibiotic regimen in critically ill patients: a systematic review and meta-analysis of randomized controlled trials. 基于药物监测的抗生素治疗方案对危重患者的疗效:随机对照试验的系统综述和荟萃分析。
IF 7.1 2区 医学 Q1 Medicine Pub Date : 2023-11-08 DOI: 10.1186/s40560-023-00699-8
Nozomi Takahashi, Yutaka Kondo, Kenji Kubo, Moritoki Egi, Ken-Ichi Kano, Yoshiyasu Ohshima, Taka-Aki Nakada

Background: The efficacy of therapeutic drug monitoring (TDM)-based antimicrobial dosing optimization strategies on pharmacokinetics/pharmacodynamics and specific drug properties for critically ill patients is unclear. Here, we conducted a systematic review and meta-analysis of randomized controlled trials to evaluate the effectiveness of TDM-based regimen in these patients.

Methods: Articles from three databases were systematically retrieved to identify relevant randomized control studies. Version two of the Cochrane tool for assessing risk of bias in randomized trials was used to assess the risk of bias in studies included in the analysis, and quality assessment of evidence was graded using the Grading of Recommendations Assessment, Development, and Evaluation approach. Primary outcome was the 28-day mortality and secondary outcome were in-hospital mortality, clinical cure, length of stay in the intensive care unit (ICU) and target attainment at day 1 and 3.

Results: In total, 5 studies involving 1011 patients were included for meta-analysis of the primary outcome, of which no significant difference was observed between TDM-based regimen and control groups (risk ratio [RR] 0.94, 95% confidence interval [CI]: 0.77-1.14; I2 = 0%). In-hospital mortality (RR 0.96, 95% CI: 0.76-1.20), clinical cure (RR 1.23, 95% CI: 0.91-1.67), length of stay in the ICU (mean difference 0, 95% CI: - 2.18-2.19), and target attainment at day 1 (RR 1.14, 95% CI: 0.88-1.48) and day 3 (RR 1.35, 95% CI: 0.90-2.03) were not significantly different between the two groups, and all evidence for the secondary outcomes had a low or very low level of certainty because the included studies had serious risk of bias, variation of definition for outcomes, and small sample sizes.

Conclusion: TDM-based regimens had no significant efficacy for clinical or pharmacological outcomes. Further studies with other achievable targets and well-defined outcomes are required.

Trial registration: Clinical trial registration; PROSPERO ( https://www.crd.york.ac.uk/prospero/ ), registry number: CRD 42022371959. Registered 24 November 2022.

背景:基于治疗药物监测(TDM)的抗菌药物给药优化策略对危重患者的药代动力学/药效学和特定药物特性的疗效尚不清楚。在此,我们对随机对照试验进行了系统回顾和荟萃分析,以评估基于TDM的方案对这些患者的有效性。方法:系统检索来自三个数据库的文章,以确定相关的随机对照研究。用于评估随机试验中偏倚风险的Cochrane工具第二版用于评估分析中研究中的偏倚风险,并使用建议分级评估、发展和评估方法对证据质量评估进行分级。主要结果为28天死亡率,次要结果为住院死亡率、临床治愈率、在重症监护室(ICU)的住院时间以及第1天和第3天的目标实现情况,其中以TDM为基础的方案与对照组之间没有观察到显著差异(风险比[RR]0.94,95%置信区间[CI]:0.77-1.14;I2 = 0%)。两组的住院死亡率(RR 0.96,95%CI:0.76-120)、临床治愈率(RR 1.23,95%CI:0.91-1.67)、ICU住院时间(平均差异0,95%CI:2.18-19)以及第1天和第3天的目标实现率(RR 1.14,95%CI=0.88-1.48)(RR 1.35,95%CI0.90-2.03)无显著差异,所有次要结果的证据的确定性都很低或非常低,因为纳入的研究存在严重的偏倚风险、结果定义的变化以及样本量小。结论:基于TDM的方案对临床或药理学结果没有显著疗效。需要进一步研究其他可实现的目标和明确的结果。试验注册:临床试验注册;普罗斯科(https://www.crd.york.ac.uk/prospero/),注册号:CRD 42022371959。注册时间:2022年11月24日。
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Journal of Intensive Care
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