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Nebulized aminoglycosides for ventilator-associated pneumonia: Methodological considerations and lessons from experimental studies 雾化氨基糖苷治疗呼吸机相关性肺炎:方法学考虑和实验研究的经验教训。
Pub Date : 2025-01-01 DOI: 10.1016/j.jointm.2024.07.006
Jean-Jacques Rouby , Jing Xia , Jayesh Dhanani , Gianluigi Li Bassi , Antoine Monsel , Antoni Torres
Aminoglycosides are concentration-dependent antibiotics exerting a bactericidal effect when concentrations at the site of infection are equal to or greater than 5 times the minimum inhibitory concentrations (MIC). When administered intravenously, they exhibit poor lung penetration and high systemic renal and ototoxicity, imposing to restrict their administration to 5 days. Experimental studies conducted in anesthetized and mechanically ventilated sheep and pigs provide evidence that high doses of nebulized aminoglycosides induce a rapid and potent bacterial killing in the infected lung parenchyma. They also confirm that the alveolar-capillary membrane, either normal or injured by the infectious process, restricts the penetration of intravenous aminoglycosides in the infected lung parenchyma, precluding a bactericidal effect at the site of infection. However, injury of the alveolar-capillary membrane promotes the systemic diffusion of nebulized aminoglycosides. Based on experimental data obtained in animals with inoculation pneumonia, it challenges the classical belief that nebulization protects against systemic toxicity. Loss of lung aeration decreases the lung penetration of nebulized aminoglycosides. Nevertheless, lung tissue concentrations measured in non-aerated lung regions with severe and extended pneumonia are most often greater than 5 times the MICs, resulting in a bactericidal effect followed by a progressive pulmonary reaeration. It is likely that the penetration into the consolidated lung, results from the bronchial diffusion of nebulized aminoglycosides toward adjacent non-aerated infected alveolar spaces and their penetration into mechanical ventilation-induced intraparenchymal pseudocysts and distended bronchioles. In animals receiving nebulized aminoglycosides, epithelial lining fluid concentrations grossly overestimate lung interstitial fluid concentrations because of the bronchial contamination of the distal tip of the bronchoscope during the bronchoalveolar procedures. Lung microdialysis is the only technique able to accurately assess lung pharmacokinetics in animals with inoculation pneumonia treated by nebulized aminoglycosides. In 2024, the European Investigators Network for Nebulized Antibiotics in Ventilator-associated Pneumonia (ENAVAP) called for the creation of an international research network for Lung Microdialysis applied to Nebulized Antibiotics (LUMINA) to promote multicentered, experimental, randomized, and controlled studies addressing lung pharmacokinetics of intravenous vs. nebulized antibiotics, using different dosing and ventilator settings.
氨基糖苷是浓度依赖性抗生素,当感染部位的浓度等于或大于最低抑制浓度(MIC)的5倍时,发挥杀菌作用。当静脉给药时,它们表现出较差的肺穿透性和较高的全身肾和耳毒性,因此必须限制给药5天。在麻醉和机械通气的绵羊和猪中进行的实验研究提供了证据,证明高剂量的雾化氨基糖苷可在受感染的肺实质中诱导快速有效的细菌杀死。他们还证实,肺泡毛细血管膜,无论是正常的还是被感染过程损伤的,都限制了静脉注射氨基糖苷类药物在感染肺实质中的渗透,从而排除了在感染部位的杀菌作用。然而,肺泡毛细血管膜的损伤促进了雾化氨基糖苷的全身扩散。基于在接种肺炎的动物中获得的实验数据,它挑战了传统的信念,即雾化可以防止全身毒性。肺通气不足降低雾化氨基糖苷的肺透入。然而,在患有严重和延长期肺炎的非通气肺区测量的肺组织浓度通常大于mic的5倍,导致杀菌作用,随后是进行性肺再通气。对实变肺的渗透可能是由于雾化氨基糖苷向邻近未通气的感染肺泡间隙的支气管扩散,并渗入机械通气诱导的肺实质内假性囊肿和扩张的细支气管。在接受雾化氨基糖苷的动物中,由于支气管肺泡手术期间支气管镜远端受到支气管污染,上皮内膜液浓度严重高估了肺间质液浓度。肺微透析是唯一能够准确评估雾化氨基糖苷治疗接种肺炎动物肺药代动力学的技术。2024年,欧洲呼吸机相关性肺炎雾化抗生素研究网络(ENAVAP)呼吁建立一个用于雾化抗生素(LUMINA)的肺微透析国际研究网络,以促进多中心、实验性、随机和对照研究,研究静脉注射与雾化抗生素在不同剂量和呼吸机设置下的肺药代动力学。
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引用次数: 0
Intestine-derived fibroblast growth factor 19 alleviates lipopolysaccharide-induced liver injury by regulating bile acid homeostasis and directly improving oxidative stress 肠源性成纤维细胞生长因子19通过调节胆汁酸稳态和直接改善氧化应激来减轻脂多糖诱导的肝损伤。
Pub Date : 2025-01-01 DOI: 10.1016/j.jointm.2024.06.003
Xiaomeng Tang , Jingjing Ning , Yilin Zhao , Shuyun Feng , Lujing Shao , Tiantian Liu , Huijie Miao , Yucai Zhang , Chunxia Wang

Background

Cholestasis plays a critical role in sepsis-associated liver injury (SALI). Intestine-derived fibroblast growth factor 19 (FGF19) is a key regulator for bile acid homeostasis. However, the roles and underlying mechanisms of FGF19 in SALI are still unclear.

Methods

We conducted a case–control study that included 58 pediatric patients aged from 1 month to 14-years-old diagnosed with sepsis at Shanghai Children's Hospital from January to December 2018 and 30 healthy individuals. The serum FGF19 levels of these patients with sepsis were analyzed and compared with those of healthy controls. Recombinant human FGF19 was intravenously injected in mice once a day for 7 days at a dose of 0.1 mg/kg body weight before lipopolysaccharide (LPS) treatment. Liver bile acid profiles and the gene expression involved in bile acid homeostasis were investigated in the mice groups. Metabolomic data were further integrated and analyzed using Ingenuity Pathways Analysis (IPA) software. In the in vitro analysis using HepG2 cells, the influence of FGF19 pretreatment on reactive oxygen species (ROS) production and mitochondrial dysfunction was analyzed. Compound C (CC), an inhibitor of AMP-activated protein kinase (AMPK) activation, was used to confirm the roles of AMPK activation in FGF19-mediated hepatoprotective effects.

Results

Serum FGF19 levels were significantly lower in children with sepsis than in healthy controls (115 pg/mL vs. 79 pg/mL, P=0.03). Pre-administration of recombinant human FGF19 alleviated LPS-induced acute liver injury (ALI) and improved LPS-induced cholestasis in mice. Moreover, FGF19 directly reversed LPS-induced intracellular ROS generation and LPS-decreased mitochondrial membrane potential in vitro and in vivo, resulting in hepatoprotection against LPS-induced apoptosis. More importantly, the inhibition of AMPK activity partially blocked the protective effects of FGF19 against LPS-induced oxidative stress and mitochondrial dysfunction.

Conclusions

Intestine-derived FGF19 alleviates LPS-induced ALI via improving bile acid homeostasis and directly suppressing ROS production via activating the AMPK signaling pathway.
背景:胆汁淤积在脓毒症相关性肝损伤(SALI)中起关键作用。肠源性成纤维细胞生长因子19 (FGF19)是胆汁酸稳态的关键调节因子。然而,FGF19在SALI中的作用和潜在机制尚不清楚。方法:我们对2018年1月至12月在上海儿童医院诊断为败血症的58例1个月至14岁的儿童患者和30名健康个体进行了病例对照研究。分析这些败血症患者的血清FGF19水平,并与健康对照进行比较。在脂多糖(LPS)处理前,以0.1 mg/kg体重的剂量静脉注射重组人FGF19,每天1次,连续7天。研究各组小鼠肝脏胆汁酸谱及胆汁酸稳态相关基因表达。代谢组学数据进一步整合并使用Ingenuity Pathways Analysis (IPA)软件进行分析。在HepG2细胞的体外分析中,分析了FGF19预处理对活性氧(ROS)产生和线粒体功能障碍的影响。化合物C (CC)是一种amp活化蛋白激酶(AMPK)活化抑制剂,用于证实AMPK活化在fgf19介导的肝保护作用中的作用。结果:脓毒症患儿血清FGF19水平显著低于健康对照组(115 pg/mL vs 79 pg/mL, P=0.03)。重组人FGF19预给药可减轻lps诱导的小鼠急性肝损伤(ALI),改善lps诱导的小鼠胆汁淤积。此外,在体外和体内,FGF19直接逆转lps诱导的细胞内ROS生成和lps降低的线粒体膜电位,从而对lps诱导的细胞凋亡产生肝脏保护作用。更重要的是,AMPK活性的抑制部分阻断了FGF19对lps诱导的氧化应激和线粒体功能障碍的保护作用。结论:肠源性FGF19通过改善胆汁酸稳态和激活AMPK信号通路直接抑制ROS的产生来缓解lps诱导的ALI。
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引用次数: 0
Large language models in critical care 重症监护中的大型语言模型
Pub Date : 2024-12-24 DOI: 10.1016/j.jointm.2024.12.001
Laurens A. Biesheuvel , Jessica D. Workum , Merijn Reuland , Michel E. van Genderen , Patrick Thoral , Dave Dongelmans , Paul Elbers
The advent of chat generative pre-trained transformer (ChatGPT) and large language models (LLMs) has revolutionized natural language processing (NLP). These models possess unprecedented capabilities in understanding and generating human-like language. This breakthrough holds significant promise for critical care medicine, where unstructured data and complex clinical information are abundant. Key applications of LLMs in this field include administrative support through automated documentation and patient chart summarization; clinical decision support by assisting in diagnostics and treatment planning; personalized communication to enhance patient and family understanding; and improving data quality by extracting insights from unstructured clinical notes. Despite these opportunities, challenges such as the risk of generating inaccurate or biased information “hallucinations”, ethical considerations, and the need for clinician artificial intelligence (AI) literacy must be addressed. Integrating LLMs with traditional machine learning models – an approach known as Hybrid AI – combines the strengths of both technologies while mitigating their limitations. Careful implementation, regulatory compliance, and ongoing validation are essential to ensure that LLMs enhance patient care rather than hinder it. LLMs have the potential to transform critical care practices, but integrating them requires caution. Responsible use and thorough clinician training are crucial to fully realize their benefits.
聊天生成预训练转换器(ChatGPT)和大型语言模型(llm)的出现彻底改变了自然语言处理(NLP)。这些模型在理解和生成类似人类的语言方面具有前所未有的能力。这一突破对非结构化数据和复杂临床信息丰富的重症监护医学具有重大意义。法学硕士在该领域的主要应用包括通过自动文档和患者图表总结提供行政支持;通过协助诊断和治疗计划来支持临床决策;个性化沟通,增进患者和家属的了解;并通过从非结构化的临床记录中提取见解来提高数据质量。尽管有这些机会,但必须解决诸如产生不准确或有偏见的信息“幻觉”的风险、伦理考虑以及临床医生对人工智能(AI)素养的需求等挑战。将法学硕士与传统机器学习模型(一种被称为混合人工智能(Hybrid AI)的方法)集成,结合了两种技术的优势,同时减轻了它们的局限性。谨慎的实施、法规遵从性和持续的验证对于确保法学硕士增强而不是阻碍患者护理至关重要。法学硕士有可能改变重症监护实践,但整合它们需要谨慎。负责任的使用和彻底的临床医生培训是充分实现其效益的关键。
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引用次数: 0
Physiological effects and clinical evidence of high-flow nasal cannula during acute exacerbation in COPD patients: A narrative review 高流量鼻插管在慢性阻塞性肺病患者急性加重期的生理效应和临床证据:一项叙述性综述
Pub Date : 2024-12-19 DOI: 10.1016/j.jointm.2024.10.005
Nicolás Colaianni-Alfonso , Federico Herrera , Diego Flores , Cristian Deana , Mina Vapireva , Daniele Guerino Biasucci , Salvatore Maurizio Maggiore , Luigi Vetrugno
Chronic obstructive pulmonary disease (COPD) is one of the leading causes of death worldwide. During severe exacerbations, COPD patients may develop acute respiratory failure (ARF), often necessitating hospital admission due to impaired gas exchange. In COPD patients, the diaphragm is subjected to an increased workload resulting from airflow limitations and geometric changes in the thorax due to pulmonary hyperinflation. Noninvasive ventilation (NIV) plays a crucial role in managing type II ARF by improving alveolar ventilation, reducing the work of breathing, minimizing the need for endotracheal intubation (ETI), and decreasing both hospital stays and mortality rates. Studies have shown that approximately 64% of patients with acute exacerbation of COPD (AECOPD) may fail NIV, primarily due to worsening respiratory function, interface intolerance, cardiovascular instability, or neurological deterioration. For patients intolerant to NIV, a trial with a high-flow nasal cannula (HFNC) is recommended. Recently, HFNC has gained popularity as a novel respiratory support system and is increasingly used in routine clinical practice for AECOPD patients. It delivers warmed, humidified, and oxygen-enriched air through a nasal cannula at flow rates of up to 60 L/min. This narrative review aims to describe the physiological effects of HFNC in the COPD population and provide an updated overview of HFNC's role in AECOPD patients requiring hospitalization.
慢性阻塞性肺疾病(COPD)是世界范围内导致死亡的主要原因之一。在严重恶化期间,COPD患者可能会出现急性呼吸衰竭(ARF),通常由于气体交换受损而需要住院。在慢性阻塞性肺病患者中,由于气流限制和肺部恶性膨胀导致的胸腔几何变化,隔膜承受的工作量增加。无创通气(NIV)通过改善肺泡通气,减少呼吸功,最大限度地减少气管插管(ETI)的需要,减少住院时间和死亡率,在治疗II型ARF中起着至关重要的作用。研究表明,大约64%的慢性阻塞性肺病急性加重(AECOPD)患者可能无法进行NIV,主要原因是呼吸功能恶化、界面不耐受、心血管不稳定或神经系统恶化。对于不耐受NIV的患者,建议进行高流量鼻插管(HFNC)试验。近年来,HFNC作为一种新型的呼吸支持系统越来越受到人们的欢迎,并越来越多地用于AECOPD患者的常规临床实践。它通过鼻插管以高达60升/分钟的流速输送温暖、湿润和富氧的空气。这篇叙述性综述旨在描述HFNC在COPD人群中的生理作用,并提供HFNC在需要住院治疗的AECOPD患者中的作用的最新概述。
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引用次数: 0
Is it beneficial to allow the patient's family to attend cardiac resuscitation: Different cultural perspectives? A scoping review 允许患者家属参加心脏复苏是否有益:不同的文化视角?范围审查
Pub Date : 2024-12-18 DOI: 10.1016/j.jointm.2024.11.002
Hasan Abualruz , Mohammad A. Abu Sabra , Elham H. Othman , Malakeh Z. Malak , Saleh Al Omar , Reema R. Safadi , Salah M. AbuRuz , Khaled Suleiman

Background

Family presence during resuscitation (FPDR) is a controversial issue that remains unresolved in contemporary practice. Although there are many research studies on FPDR and several published statements and guidelines supporting FPDR by international organizations, no conclusive position guides clinicians in making a decision. A scoping review was conducted to discuss the different healthcare professionals (HCPs) and cultural perspectives toward family presence during CPR is conducted.

Methods

Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines, we screened 797 studies published between 2000 and 2022 from the databases including Springer Link, MEDLINE, Pro-Quest Central, CINAHL Plus, and Google Scholar. All articles were filtered using inclusion criteria to eliminate redundant, irrelevant, and unnecessary content.

Results

A total of 34 studies that fulfill the eligibility criteria reported that there are multiple perspectives from HCPs and families about FPDR. HCPs felt that their performance had improved during resuscitation and received family support in breaking the bad news of death. Family relatives who attended cardiopulmonary resuscitation (CPR) had less stress, less anxiety, more positive grieving behavior, and enhanced family members’ decision-making. Contrastingly, some HCPs were against FPDR because they were concerned about the family's misinterpretation of resuscitation activities, psychological trauma to the family members, increased stress levels among staff, and worry about an unexpected response from the distressed family.

Conclusions

It is important to consider the culture and awareness of families when deciding on FPDR. It is the responsibility of HCPs to assess family members’ willingness and the benefits they attain from attending CPR. The decision should be based on the given situation, cultural context and beliefs, and current policy to guide practice.
家庭在复苏中的存在(FPDR)是一个有争议的问题,在当代实践中仍未得到解决。尽管有许多关于FPDR的研究和一些国际组织发表的支持FPDR的声明和指南,但没有结论性的立场指导临床医生做出决定。进行了一项范围审查,以讨论不同的医疗保健专业人员(HCPs)和文化观点,在心肺复苏术期间的家庭存在。方法采用系统评价首选报告项目和荟萃分析扩展范围评价(PRISMA-ScR)指南,从施普林格Link、MEDLINE、Pro-Quest Central、CINAHL Plus和谷歌Scholar等数据库中筛选2000年至2022年发表的797项研究。使用纳入标准对所有文章进行筛选,以消除冗余、不相关和不必要的内容。结果共有34项符合资格标准的研究报告了来自医护人员和家庭对FPDR的多种观点。医护人员认为他们在复苏期间的表现有所改善,在宣布死亡的坏消息时得到了家人的支持。接受心肺复苏术(CPR)的家属压力更小,焦虑更少,更积极的悲伤行为,并提高了家庭成员的决策能力。相反,一些医护人员反对FPDR,因为他们担心家庭对复苏活动的误解,对家庭成员的心理创伤,工作人员的压力水平增加,以及担心痛苦家庭的意外反应。结论在决定是否采用FPDR时,应考虑家庭的文化和意识。医务人员有责任评估家庭成员参加心肺复苏术的意愿和益处。这一决定应该基于特定的情况、文化背景和信仰,以及当前的政策来指导实践。
{"title":"Is it beneficial to allow the patient's family to attend cardiac resuscitation: Different cultural perspectives? A scoping review","authors":"Hasan Abualruz ,&nbsp;Mohammad A. Abu Sabra ,&nbsp;Elham H. Othman ,&nbsp;Malakeh Z. Malak ,&nbsp;Saleh Al Omar ,&nbsp;Reema R. Safadi ,&nbsp;Salah M. AbuRuz ,&nbsp;Khaled Suleiman","doi":"10.1016/j.jointm.2024.11.002","DOIUrl":"10.1016/j.jointm.2024.11.002","url":null,"abstract":"<div><h3>Background</h3><div>Family presence during resuscitation (FPDR) is a controversial issue that remains unresolved in contemporary practice. Although there are many research studies on FPDR and several published statements and guidelines supporting FPDR by international organizations, no conclusive position guides clinicians in making a decision. A scoping review was conducted to discuss the different healthcare professionals (HCPs) and cultural perspectives toward family presence during CPR is conducted.</div></div><div><h3>Methods</h3><div>Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines, we screened 797 studies published between 2000 and 2022 from the databases including Springer Link, MEDLINE, Pro-Quest Central, CINAHL Plus, and Google Scholar. All articles were filtered using inclusion criteria to eliminate redundant, irrelevant, and unnecessary content.</div></div><div><h3>Results</h3><div>A total of 34 studies that fulfill the eligibility criteria reported that there are multiple perspectives from HCPs and families about FPDR. HCPs felt that their performance had improved during resuscitation and received family support in breaking the bad news of death. Family relatives who attended cardiopulmonary resuscitation (CPR) had less stress, less anxiety, more positive grieving behavior, and enhanced family members’ decision-making. Contrastingly, some HCPs were against FPDR because they were concerned about the family's misinterpretation of resuscitation activities, psychological trauma to the family members, increased stress levels among staff, and worry about an unexpected response from the distressed family.</div></div><div><h3>Conclusions</h3><div>It is important to consider the culture and awareness of families when deciding on FPDR. It is the responsibility of HCPs to assess family members’ willingness and the benefits they attain from attending CPR. The decision should be based on the given situation, cultural context and beliefs, and current policy to guide practice.</div></div>","PeriodicalId":73799,"journal":{"name":"Journal of intensive medicine","volume":"5 2","pages":"Pages 202-210"},"PeriodicalIF":0.0,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143724781","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
Potential causal association between gut microbiota, inflammatory cytokines, and acute pancreatitis: A Mendelian randomization study 肠道菌群、炎症细胞因子和急性胰腺炎之间的潜在因果关系:一项孟德尔随机研究
Pub Date : 2024-12-10 DOI: 10.1016/j.jointm.2024.10.004
Xiaofeng Wang , Yiwen Qiu , Ying Di , Hou Shaohua , Wei Wu , Weiyi Wang , Huan Liu , Pu Li

Background

Acute pancreatitis (AP) ranks among the most frequently encountered gastrointestinal diseases in the emergency department. Recent studies have increasingly emphasized the substantial connection among gut microbiota, inflammatory cytokines, and AP.

Methods

A two-sample Mendelian randomization (MR) study was conducted using summary statistics of gut microbiota (GM) from the largest available meta-analysis of genome-wide association studies conducted by the MiBioGen consortium (n=18,340). For cytokines, the data were obtained from a study that investigated genome variant associations with 41 inflammatory cytokines and growth factors (n=8293). The summary statistics of AP were obtained from the FinnGen consortium version R5 data (3022 cases and 195,144 controls). The inverse variance weighted (IVW) method was used as the main analysis, with MR–Egger and weighted median as complementary analytical methods. Sensitivity analyses were performed using Cochran's Q-test, MR–Egger intercept test, leave-one-out analyses, and MR–PRESSO. In addition, we employed the reverse MR analysis and MR Steiger method to estimate the orientations of exposure and outcome.

Result

Among the 211 examined GM taxa, the IVW method revealed that Bacteroidales (odds ratio [OR]=1.412, 95% confidence interval [CI]:1.057 to 1.885, P=0.019), Eubacterium fissicatena group (OR=1.240, 95% CI:1.045 to 1.470, P=0.014), and Coprococcus3 (OR=1.481, 95 % CI:1.049 to 2.090, P=0.026) exhibited a positive association with AP. Conversely, Prevotella9 (OR=0.821, 95% CI:0.680 to 0.990, P=0.038), RuminococcaceaeUCG004 (OR=0.757, 95% CI:0.577 to 0.994, P=0.045), and Ruminiclostridium6 (OR=0.696, 95% CI:0.548 to 0.884, P=0.003) displayed a negative correlation with AP. Among the 41 inflammatory cytokines, only macrophage colony-stimulating factor (M_CSF, OR=0.894, 95% CI:0.847 to 0.943, P=0.037) exhibited a negative association with AP. Sensitivity analyses revealed no evidence of pleiotropy or heterogeneity. Nevertheless, the mediation analysis showed that M_CSF did not act as a mediating factor.

Conclusion

This two-sample MR study revealed causal associations between specific GM and inflammatory cytokines with AP, respectively. However, inflammatory cytokines did not appear to act as mediating factors in the pathway from GM to AP.
背景急性胰腺炎(AP)是急诊科最常见的胃肠道疾病之一。最近的研究越来越强调肠道微生物群、炎症细胞因子和ap之间的重要联系。方法采用一项双样本孟德尔随机化(MR)研究,利用MiBioGen联盟进行的全基因组关联研究的最大荟萃分析(n=18,340)中肠道微生物群(GM)的汇总统计数据进行研究。对于细胞因子,数据来自一项研究,该研究调查了基因组变异与41种炎症细胞因子和生长因子(n=8293)的关联。AP的汇总统计数据来自FinnGen consortium version R5数据(3022例,195144例对照)。以方差反加权(IVW)法为主要分析方法,MR-Egger法和加权中位数法为辅助分析方法。采用Cochran’s q检验、MR-Egger截距检验、留一分析和MR-PRESSO进行敏感性分析。此外,我们采用反向磁共振分析和MR Steiger方法来估计暴露方向和结果。结果在211个转基因分类群中,IVW方法显示拟杆菌(优势比[OR]=1.412, 95%可信区间[CI]:1.057 ~ 1.885, P=0.019)、裂裂真杆菌组(OR=1.240, 95% CI:1.045 ~ 1.470, P=0.014)和Coprococcus3组(OR=1.481, 95% CI:1.049 ~ 2.090, P=0.026)与AP呈正相关。相反,Prevotella9组(OR=0.821, 95% CI:0.680 ~ 0.990, P=0.038)、RuminococcaceaeUCG004组(OR=0.757, 95% CI:0.577 ~ 0.994, P=0.045)与AP呈正相关。和Ruminiclostridium6 (OR=0.696, 95% CI:0.548 ~ 0.884, P=0.003)与AP呈负相关。在41种炎症因子中,只有巨噬细胞集落刺激因子(M_CSF, OR=0.894, 95% CI:0.847 ~ 0.943, P=0.037)与AP呈负相关。敏感性分析未发现多效性或异质性的证据。然而,中介分析表明M_CSF不作为中介因素。这项两样本的MR研究分别揭示了特异性GM和炎症细胞因子与AP之间的因果关系。然而,在从GM到AP的过程中,炎症细胞因子似乎并没有作为介导因子。
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引用次数: 0
Preparing for future pandemics: Automated intensive care electronic health record data extraction to accelerate clinical insights 为未来的流行病做准备:自动化重症监护电子健康记录数据提取,以加速临床洞察
Pub Date : 2024-11-30 DOI: 10.1016/j.jointm.2024.10.003
Lada Lijović , Harm Jan de Grooth , Patrick Thoral , Lieuwe Bos , Zheng Feng , Tomislav Radočaj , Paul Elbers

Background

Manual data abstraction from electronic health records (EHRs) for research on intensive care patients is time-intensive and challenging, especially during high-pressure periods such as pandemics. Automated data extraction is a potential alternative but may raise quality concerns. This study assessed the feasibility and credibility of automated data extraction during the coronavirus disease 2019 (COVID-19) pandemic.

Methods

We retrieved routinely collected data from the COVID-Predict Dutch Data Warehouse, a multicenter database containing the following data on intensive care patients with COVID-19: demographic, medication, laboratory results, and data from monitoring and life support devices. These data were sourced from EHRs using automated data extraction. We used these data to determine indices of wasted ventilation and their prognostic value and compared our findings to a previously published original study that relied on manual data abstraction largely from the same hospitals.

Results

Using automatically extracted data, we replicated the original study. Among 1515 patients intubated for over 2 days, Harris–Benedict (HB) estimates of dead space fraction increased over time and were higher in non-survivors at each time point: at the start of ventilation (0.70±0.13 vs. 0.67±0.15, P <0.001), day 1 (0.74±0.10 vs. 0.71±0.11, P<0.001), day 2 (0.77±0.09 vs. 0.73±0.11, P<0.001), and day 3 (0.78±0.09 vs. 0.74±0.10, P<0.001). Patients with HB dead space fraction above the median had an increased mortality rate of 13.5%, compared to 10.1% in those with values below the median (P<0.005). Ventilatory ratio showed similar trends, with mortality increasing from 10.8% to 12.9% (P=0.040). Conversely, the end-tidal-to-arterial partial pressure of carbon dioxide (PaCO₂) ratio was inversely related to mortality, with a lower 28-day mortality in the higher than median group (8.5% vs. 15.1%, P<0.001). After adjusting for base risk, impaired ventilation markers showed no significant association with 28-day mortality.

Conclusion

Manual data abstraction from EHRs may be unnecessary for reliable research on intensive care patients, highlighting the feasibility and credibility of automated data extraction as a trustworthy and scalable solution to accelerate clinical insights, especially during future pandemics.
从电子健康记录(EHRs)中手动提取数据用于重症监护患者的研究是一项耗时且具有挑战性的工作,特别是在流行病等高压时期。自动数据提取是一个潜在的替代方案,但可能会引起质量问题。本研究评估了2019冠状病毒病(COVID-19)大流行期间自动数据提取的可行性和可信度。方法我们从COVID-Predict荷兰数据仓库(一个多中心数据库)中检索常规收集的数据,该数据库包含以下COVID-19重症监护患者的数据:人口统计学、药物、实验室结果以及监测和生命支持设备的数据。这些数据来自使用自动数据提取的电子病历。我们使用这些数据来确定浪费通气的指标及其预后价值,并将我们的发现与先前发表的一项原始研究进行比较,该研究主要依赖于来自同一家医院的人工数据提取。结果使用自动提取的数据,我们重复了原始研究。在1515例插管超过2天的患者中,哈里斯-本尼迪克特(HB)估计的死亡空间分数随着时间的推移而增加,在每个时间点,非幸存者的死亡空间分数更高:通气开始时(0.70±0.13比0.67±0.15,P<0.001),第1天(0.74±0.10比0.71±0.11,P<0.001),第2天(0.77±0.09比0.73±0.11,P<0.001),第3天(0.78±0.09比0.74±0.10,P<0.001)。HB死亡空间分数高于中位数的患者死亡率增加13.5%,而低于中位数的患者死亡率增加10.1% (P<0.005)。通气量变化趋势相似,死亡率由10.8%上升至12.9% (P=0.040)。相反,尾潮-动脉二氧化碳分压(PaCO₂)比与死亡率呈负相关,高中位数组28天死亡率较低(8.5%比15.1%,P<0.001)。在调整基础风险后,通气指标受损与28天死亡率无显著关联。结论从电子病历中手动提取数据对于重症监护患者的可靠研究可能是不必要的,这突出了自动化数据提取作为一种值得信赖和可扩展的解决方案的可行性和可信度,以加速临床洞察,特别是在未来的大流行期间。
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引用次数: 0
Effect of timing of norepinephrine administration on prognosis of patients with septic shock: A prospective cohort study 去甲肾上腺素给药时机对脓毒性休克患者预后的影响:一项前瞻性队列研究
Pub Date : 2024-11-29 DOI: 10.1016/j.jointm.2024.10.002
Yuting Li, Deyou Zhang, Hongxiang Li, Youquan Wang, Dong Zhang

Background

Sepsis and septic shock are major healthcare problems worldwide, associated with substantial mortality. Early administration of norepinephrine in septic shock patients has been associated with an increased survival rate, but the timing from septic shock to norepinephrine initiation is controversial. This study examined the associations between the timing of initial norepinephrine administration and clinical outcomes in adult patients with septic shock.

Methods

This prospective cohort study was conducted from September 2021 to June 2022 in an intensive care unit (ICU) of a tertiary general hospital. All enrolled patients were divided into early and late norepinephrine groups according to whether the time from the onset of septic shock to the first application of norepinephrine was >1 h. The primary outcome was 28-day mortality. Secondary outcomes included ICU length of stay (LOS), hospital LOS, time to achieve a mean arterial pressure (MAP) ≥65 mmHg, 24-hour infusion volume, 6-hour Lac clearance, mechanical ventilation days, and continuous renal replacement therapy (CRRT )ratio. Multivariable logistic regression analysis was used to evaluate the independent risk factors for 28-day mortality.

Results

This study enrolled 120 patients, including 42 patients (35.0%) and 78 patients (65.0%) in the early and late norepinephrine groups, respectively. The 28-day mortality was lower in the early group than in the late group (28.6% vs. 47.4%, P=0.045). The median time to achieve MAP ≥65 mmHg was shorter in the early group than in the late group (1.0 h vs. 1.5 h, P=0.010). The median 24-hour intravenous fluids volume in the early group was lower than that in the late group (40.7% vs. 14.9%, P=0.030). The median 6-hour lactate (Lac) clearance rate in the early group was higher than that in the late group (40.7% vs. 14.9%, P=0.009). There were no significant differences between early and late groups by ICU LOS (P=0.748), hospital LOS (P=0.369), mechanical ventilation time (P=0.128), and CRRT ratio (P=0.637). The independent risk factors for 28-day mortality included being male (odds ratio [OR]=3.288, 95% confidence interval [CI]: 1.236 to 8.745, P = 0.017), time to norepinephrine initiation >1 h (OR=4.564, 95% CI: 1.382 to 15.079, P = 0.013), and time to achieve MAP ≥65 mmHg (OR=1.800, 95% CI: 1.171 to 2.767, P = 0.007).

Conclusions

Norepinephrine initiation ≤1 h is associated with lower 28-day mortality in patients with septic shock. Early norepinephrine administration is also associated with a shorter time to achieve MAP ≥65 mmHg, lower 24-hour intravenous fluids volume, and higher 6-hour Lac clearance rate. Being male, time to achieve MAP ≥65 mmHg, and norepinephrine initiation >1 h are independent ris
脓毒症和脓毒性休克是世界范围内的主要卫生保健问题,与大量死亡率相关。脓毒性休克患者早期给予去甲肾上腺素可提高生存率,但脓毒性休克到开始使用去甲肾上腺素的时间存在争议。本研究探讨了成人脓毒性休克患者初始去甲肾上腺素给药时间与临床结果之间的关系。方法本前瞻性队列研究于2021年9月至2022年6月在某三级综合医院重症监护病房(ICU)进行。根据脓毒性休克发生至首次应用去甲肾上腺素的时间是否为1 h,将所有入组患者分为早期和晚期去甲肾上腺素组。主要终点为28天死亡率。次要结局包括ICU住院时间(LOS)、医院LOS、达到平均动脉压(MAP)≥65 mmHg的时间、24小时输注量、6小时Lac清除率、机械通气天数和持续肾脏替代治疗(CRRT)比率。采用多变量logistic回归分析评价28天死亡率的独立危险因素。结果本研究共纳入120例患者,其中去甲肾上腺素早期组42例(占35.0%),晚期组78例(占65.0%)。早期组28天死亡率低于晚期组(28.6%比47.4%,P=0.045)。早期组达到MAP≥65 mmHg的中位时间短于晚期组(1.0 h比1.5 h, P=0.010)。早期组24小时静脉内液量中位数低于晚期组(40.7%比14.9%,P=0.030)。早期组6小时乳酸清除率中位数高于晚期组(40.7% vs. 14.9%, P=0.009)。ICU LOS (P=0.748)、医院LOS (P=0.369)、机械通气时间(P=0.128)、CRRT比值(P=0.637)早、晚两组比较差异均无统计学意义。28天死亡率的独立危险因素包括男性(优势比[OR]=3.288, 95%可信区间[CI]: 1.236 ~ 8.745, P = 0.017)、开始使用去甲肾上腺素1小时的时间(OR=4.564, 95% CI: 1.382 ~ 15.079, P = 0.013)、达到MAP≥65 mmHg的时间(OR=1.800, 95% CI: 1.171 ~ 2.767, P = 0.007)。结论甲肾上腺素起始≤1 h与感染性休克患者28天死亡率降低相关。早期给药去甲肾上腺素也与达到MAP≥65 mmHg所需时间较短、24小时静脉输液量较低和6小时Lac清除率较高相关。男性,达到MAP≥65 mmHg的时间和去甲肾上腺素起始时间1 h是28天死亡率的独立危险因素。中国临床试验注册号:ChiCTR2100044071。
{"title":"Effect of timing of norepinephrine administration on prognosis of patients with septic shock: A prospective cohort study","authors":"Yuting Li,&nbsp;Deyou Zhang,&nbsp;Hongxiang Li,&nbsp;Youquan Wang,&nbsp;Dong Zhang","doi":"10.1016/j.jointm.2024.10.002","DOIUrl":"10.1016/j.jointm.2024.10.002","url":null,"abstract":"<div><h3>Background</h3><div>Sepsis and septic shock are major healthcare problems worldwide, associated with substantial mortality. Early administration of norepinephrine in septic shock patients has been associated with an increased survival rate, but the timing from septic shock to norepinephrine initiation is controversial. This study examined the associations between the timing of initial norepinephrine administration and clinical outcomes in adult patients with septic shock.</div></div><div><h3>Methods</h3><div>This prospective cohort study was conducted from September 2021 to June 2022 in an intensive care unit (ICU) of a tertiary general hospital. All enrolled patients were divided into early and late norepinephrine groups according to whether the time from the onset of septic shock to the first application of norepinephrine was &gt;1 h. The primary outcome was 28-day mortality. Secondary outcomes included ICU length of stay (LOS), hospital LOS, time to achieve a mean arterial pressure (MAP) ≥65 mmHg, 24-hour infusion volume, 6-hour Lac clearance, mechanical ventilation days, and continuous renal replacement therapy (CRRT )ratio. Multivariable logistic regression analysis was used to evaluate the independent risk factors for 28-day mortality.</div></div><div><h3>Results</h3><div>This study enrolled 120 patients, including 42 patients (35.0%) and 78 patients (65.0%) in the early and late norepinephrine groups, respectively. The 28-day mortality was lower in the early group than in the late group (28.6% <em>vs.</em> 47.4%, <em>P</em>=0.045). The median time to achieve MAP ≥65 mmHg was shorter in the early group than in the late group (1.0 h <em>vs.</em> 1.5 h, <em>P</em>=0.010). The median 24-hour intravenous fluids volume in the early group was lower than that in the late group (40.7% <em>vs.</em> 14.9%, <em>P</em>=0.030). The median 6-hour lactate (Lac) clearance rate in the early group was higher than that in the late group (40.7% <em>vs.</em> 14.9%, <em>P</em>=0.009). There were no significant differences between early and late groups by ICU LOS (<em>P</em>=0.748), hospital LOS (<em>P</em>=0.369), mechanical ventilation time (<em>P</em>=0.128), and CRRT ratio (<em>P</em>=0.637). The independent risk factors for 28-day mortality included being male (odds ratio [OR]=3.288, 95% confidence interval [CI]: 1.236 to 8.745, <em>P</em> = 0.017), time to norepinephrine initiation &gt;1 h (OR=4.564, 95% CI: 1.382 to 15.079, <em>P</em> = 0.013), and time to achieve MAP ≥65 mmHg (OR=1.800, 95% CI: 1.171 to 2.767, <em>P</em> = 0.007).</div></div><div><h3>Conclusions</h3><div>Norepinephrine initiation ≤1 h is associated with lower 28-day mortality in patients with septic shock. Early norepinephrine administration is also associated with a shorter time to achieve MAP ≥65 mmHg, lower 24-hour intravenous fluids volume, and higher 6-hour Lac clearance rate. Being male, time to achieve MAP ≥65 mmHg, and norepinephrine initiation &gt;1 h are independent ris","PeriodicalId":73799,"journal":{"name":"Journal of intensive medicine","volume":"5 2","pages":"Pages 160-166"},"PeriodicalIF":0.0,"publicationDate":"2024-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143724776","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
Critical care studies using large language models based on electronic healthcare records: A technical note 使用基于电子医疗记录的大型语言模型的重症监护研究:技术说明
Pub Date : 2024-11-12 DOI: 10.1016/j.jointm.2024.09.002
Zhongheng Zhang , Hongying Ni
The integration of large language models (LLMs) in clinical medicine, particularly in critical care, has introduced transformative capabilities for analyzing and managing complex medical information. This technical note explores the application of LLMs, such as generative pretrained transformer 4 (GPT-4) and Qwen-Chat, in interpreting electronic healthcare records to assist with rapid patient condition assessments, predict sepsis, and automate the generation of discharge summaries. The note emphasizes the significance of LLMs in processing unstructured data from electronic health records (EHRs), extracting meaningful insights, and supporting personalized medicine through nuanced understanding of patient histories. Despite the technical complexity of deploying LLMs in clinical settings, this document provides a comprehensive guide to facilitate the effective integration of LLMs into clinical workflows, focusing on the use of DashScope's application programming interface (API) services for judgment on patient prognosis and organ support recommendations based on natural language in EHRs. By illustrating practical steps and best practices, this work aims to lower the technical barriers for clinicians and researchers, enabling broader adoption of LLMs in clinical research and practice to enhance patient care and outcomes.
大型语言模型(llm)在临床医学中的集成,特别是在重症监护中,为分析和管理复杂的医疗信息引入了变革能力。本技术说明探讨了llm(如生成预训练变压器4 (GPT-4)和Qwen-Chat)在解释电子医疗记录中的应用,以协助快速评估患者状况、预测败血症和自动生成出院摘要。该说明强调了法学硕士在处理电子健康记录(EHRs)中的非结构化数据、提取有意义的见解以及通过细致入微地了解患者病史来支持个性化医疗方面的重要性。尽管在临床环境中部署法学硕士具有技术复杂性,但本文提供了一个全面的指南,以促进法学硕士与临床工作流程的有效集成,重点介绍了在电子病历中使用DashScope的应用程序编程接口(API)服务来判断患者预后和基于自然语言的器官支持建议。通过说明实际步骤和最佳实践,这项工作旨在降低临床医生和研究人员的技术障碍,使法学硕士在临床研究和实践中得到更广泛的采用,以提高患者的护理和结果。
{"title":"Critical care studies using large language models based on electronic healthcare records: A technical note","authors":"Zhongheng Zhang ,&nbsp;Hongying Ni","doi":"10.1016/j.jointm.2024.09.002","DOIUrl":"10.1016/j.jointm.2024.09.002","url":null,"abstract":"<div><div>The integration of large language models (LLMs) in clinical medicine, particularly in critical care, has introduced transformative capabilities for analyzing and managing complex medical information. This technical note explores the application of LLMs, such as generative pretrained transformer 4 (GPT-4) and Qwen-Chat, in interpreting electronic healthcare records to assist with rapid patient condition assessments, predict sepsis, and automate the generation of discharge summaries. The note emphasizes the significance of LLMs in processing unstructured data from electronic health records (EHRs), extracting meaningful insights, and supporting personalized medicine through nuanced understanding of patient histories. Despite the technical complexity of deploying LLMs in clinical settings, this document provides a comprehensive guide to facilitate the effective integration of LLMs into clinical workflows, focusing on the use of DashScope's application programming interface (API) services for judgment on patient prognosis and organ support recommendations based on natural language in EHRs. By illustrating practical steps and best practices, this work aims to lower the technical barriers for clinicians and researchers, enabling broader adoption of LLMs in clinical research and practice to enhance patient care and outcomes.</div></div>","PeriodicalId":73799,"journal":{"name":"Journal of intensive medicine","volume":"5 2","pages":"Pages 137-150"},"PeriodicalIF":0.0,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143724789","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
Parenteral calcium administration and outcomes in critically ill patients with hypocalcemia: A retrospective cohort study 低钙危重症患者的肠外补钙和预后:一项回顾性队列研究
Pub Date : 2024-11-12 DOI: 10.1016/j.jointm.2024.08.003
Max Melchers , Hanneke Pierre Franciscus Xaverius Moonen , Tessa Maria Breeman , Sjoerd Hendrika Willem van Bree , Arthur Raymond Hubert van Zanten

Background

Hypocalcemia is common among patients admitted to the intensive care unit (ICU). The administration of calcium in critically ill patients with hypocalcemia remains debated, as previous data on outcomes are conflicting, and subgroup analyses are lacking. This study aimed to investigate the association between parenteral calcium administration and clinical outcomes in critically ill patients who had hypocalcemia with and without sepsis.

Methods

This retrospective cohort study included individuals who developed hypocalcemia during the first 7 days of admission to a mixed medical-surgical adult ICU at a University-affiliated teaching hospital. Patients who were not receiving renal replacement therapy, and were admitted to the ICU for at least 48 h between October 1, 2015 and September 24, 2020, were included. The primary outcomes included all-cause 180-day mortality and time-to-shock resolution. Subgroup analyses were conducted in sepsis and nonsepsis patients with mild or moderate hypocalcemia, based on median splits. Proportional hazard regression analyses were performed to identify the association between parenteral calcium administration and outcome parameters.

Results

Among the 1100 patients who met the inclusion criteria, 427 (38.8 %) patients were admitted for sepsis and 576 (52.4 %) patients received parenteral calcium. Patients who received and did not receive parenteral calcium demonstrated no significant difference in 180-day mortality (adjusted hazard ratio [aHR] = 1.18, 95 % confidence interval [CI]: 0.90 to 1.56). Intravenous calcium administration reduced the probability of a shorter time to shock resolution (adjusted odds ratio = 0.81, 95 % CI: 0.70 to 0.94). Subgroup analyses in patients with and without sepsis indicated no significant association between calcium administration (aHR = 1.63, 95 % CI: 0.99 to 2.69) and 180-day mortality (aHR = 1.06, 95  % CI: 0.74 to 1.51). Notably, parenteral calcium was associated with an elevated risk of 90- and 180-day mortality in patients who had sepsis and mild hypocalcemia (aHR = 1.88, 95 % CI: 1.02 to 3.47 and aHR = 1.79, 95 % CI: 1.07 to 3.00, respectively).

Conclusions

Intravenous calcium administration did not provide survival or shock resolution benefits in ICU patients with hypocalcemia, and may even be harmful. Further research, including randomized controlled trials, are needed to confirm these findings.
背景:低钙血症在重症监护病房(ICU)患者中很常见。由于先前的结果数据相互矛盾,并且缺乏亚组分析,危重症低钙患者的钙管理仍然存在争议。本研究旨在探讨低钙血症伴和不伴脓毒症的危重患者肠外钙给药与临床结果的关系。方法本回顾性队列研究纳入了在某大学附属教学医院内科-外科混合成人重症监护室入院前7天出现低钙血症的患者。纳入2015年10月1日至2020年9月24日期间未接受肾脏替代治疗且入住ICU至少48小时的患者。主要结局包括全因180天死亡率和休克缓解时间。亚组分析在脓毒症和非脓毒症轻度或中度低钙患者中进行,基于中位数分割。进行了比例风险回归分析,以确定肠外钙给药与结局参数之间的关系。结果1100例符合纳入标准的患者中,427例(38.8 %)患者因脓毒症入院,576例(52.4 %)患者接受了肠外补钙治疗。接受和未接受肠外钙治疗的患者180天死亡率无显著差异(校正风险比[aHR] = 1.18, 95 %可信区间[CI]: 0.90 ~ 1.56)。静脉给钙降低了休克缓解时间缩短的可能性(调整后优势比= 0.81,95 % CI: 0.70 ~ 0.94)。对有和无脓毒症患者的亚组分析显示,钙给药(aHR = 1.63, 95 % CI: 0.99至2.69)和180天死亡率(aHR = 1.06, 95 % CI: 0.74至1.51)之间无显著关联。值得注意的是,肠外钙与脓毒症和轻度低钙血症患者90天和180天死亡率升高相关(aHR = 1.88, 95 % CI: 1.02至3.47,aHR = 1.79, 95 % CI: 1.07至3.00)。结论静脉给钙不能改善ICU低钙患者的生存或缓解休克,甚至可能有害。需要进一步的研究,包括随机对照试验来证实这些发现。
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引用次数: 0
期刊
Journal of intensive medicine
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