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Prediction of hospital mortality in intensive care unit patients from clinical and laboratory data: A machine learning approach. 从临床和实验室数据预测重症监护病房患者的住院死亡率:一种机器学习方法。
Pub Date : 2022-09-09 DOI: 10.5492/wjccm.v11.i5.317
Elena Caires Silveira, Soraya Mattos Pretti, Bruna Almeida Santos, Caio Fellipe Santos Corrêa, Leonardo Madureira Silva, Fabrício Freire de Melo
BACKGROUND Intensive care unit (ICU) patients demand continuous monitoring of several clinical and laboratory parameters that directly influence their medical progress and the staff’s decision-making. Those data are vital in the assistance of these patients, being already used by several scoring systems. In this context, machine learning approaches have been used for medical predictions based on clinical data, which includes patient outcomes. AIM To develop a binary classifier for the outcome of death in ICU patients based on clinical and laboratory parameters, a set formed by 1087 instances and 50 variables from ICU patients admitted to the emergency department was obtained in the “WiDS (Women in Data Science) Datathon 2020: ICU Mortality Prediction” dataset. METHODS For categorical variables, frequencies and risk ratios were calculated. Numerical variables were computed as means and standard deviations and Mann-Whitney U tests were performed. We then divided the data into a training (80%) and test (20%) set. The training set was used to train a predictive model based on the Random Forest algorithm and the test set was used to evaluate the predictive effectiveness of the model. RESULTS A statistically significant association was identified between need for intubation, as well predominant systemic cardiovascular involvement, and hospital death. A number of the numerical variables analyzed (for instance Glasgow Coma Score punctuations, mean arterial pressure, temperature, pH, and lactate, creatinine, albumin and bilirubin values) were also significantly associated with death outcome. The proposed binary Random Forest classifier obtained on the test set (n = 218) had an accuracy of 80.28%, sensitivity of 81.82%, specificity of 79.43%, positive predictive value of 73.26%, negative predictive value of 84.85%, F1 score of 0.74, and area under the curve score of 0.85. The predictive variables of the greatest importance were the maximum and minimum lactate values, adding up to a predictive importance of 15.54%. CONCLUSION We demonstrated the efficacy of a Random Forest machine learning algorithm for handling clinical and laboratory data from patients under intensive monitoring. Therefore, we endorse the emerging notion that machine learning has great potential to provide us support to critically question existing methodologies, allowing improvements that reduce mortality.
背景:重症监护病房(ICU)患者需要连续监测几个临床和实验室参数,这些参数直接影响他们的医疗进展和工作人员的决策。这些数据对这些患者的帮助至关重要,已经被几个评分系统使用。在这种情况下,机器学习方法已被用于基于临床数据(包括患者结果)的医学预测。目的:为建立基于临床和实验室参数的ICU患者死亡结局二分类器,在“WiDS (Women in Data Science)数据马拉松2020:ICU死亡率预测”数据集中,获得由急诊ICU患者1087例和50个变量组成的一组数据。方法:对分类变量,计算频率和风险比。数值变量计算为均值和标准差,并进行Mann-Whitney U检验。然后我们将数据分为训练集(80%)和测试集(20%)。训练集用于训练基于随机森林算法的预测模型,测试集用于评估模型的预测有效性。结果:在需要插管以及主要的全身心血管受累与医院死亡之间确定了统计学上显著的关联。分析的一些数值变量(例如格拉斯哥昏迷评分标点、平均动脉压、温度、pH值、乳酸、肌酐、白蛋白和胆红素值)也与死亡结果显著相关。在测试集(n = 218)上得到的二元随机森林分类器准确率为80.28%,灵敏度为81.82%,特异性为79.43%,阳性预测值为73.26%,阴性预测值为84.85%,F1评分为0.74,曲线下面积评分为0.85。最重要的预测变量为最大和最小乳酸值,预测重要性加起来为15.54%。结论:我们证明了随机森林机器学习算法在处理重症监护患者的临床和实验室数据方面的有效性。因此,我们支持新兴的概念,即机器学习具有巨大的潜力,可以为我们提供支持,批判性地质疑现有的方法,从而实现降低死亡率的改进。
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引用次数: 1
Medicinal nicotine in COVID-19 acute respiratory distress syndrome, the new corticosteroid. COVID-19急性呼吸窘迫综合征中的药用尼古丁,新的皮质类固醇。
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.228
Farrukh Ahmad

The cholinergic anti-inflammatory pathway (CAP) refers to the anti-inflammatory effects mediated by the parasympathetic nervous system. Existence of this pathway was first demonstrated when acetylcholinesterase inhibitors showed benefits in animal models of sepsis. CAP functions via the vagus nerve. The systemic anti-inflammatory effects of CAP converges on the α7 nicotinic acetylcholine receptor on splenic macrophages, leading to suppression of pro-inflammatory cytokines and simultaneous stimulation of anti-inflammatory cytokines, including interleukin 10. CAP offers a novel mechanism to mitigate inflammation. Electrical vagal nerve stimulation has shown benefits in patients suffering from rheumatoid arthritis. Direct agonists like nicotine and GTS-1 have also demonstrated anti-inflammatory properties in models of sepsis and acute respiratory distress syndrome, as have acetylcholinesterase inhibitors like Galantamine and Physostigmine. Experience with coronavirus disease 2019 (COVID-19) induced acute respiratory distress syndrome indicates that immunomodulators have a protective role in patient outcomes. Dexamethasone is the only medication currently in use that has shown to improve clinical outcomes. This is likely due to the suppression of what is referred to as a cytokine storm, which is implicated in the lethality of viral pneumonia. Nicotine transdermal patch activates CAP and harvests its anti-inflammatory potential by means of an easily administered depot delivery mechanism. It could prove to be a promising, safe and inexpensive additional tool in the currently limited armamentarium at our disposal for management of COVID-19 induced acute hypoxic respiratory failure.

胆碱能抗炎途径(CAP)是指由副交感神经系统介导的抗炎作用。乙酰胆碱酯酶抑制剂在败血症动物模型中显示出益处,首次证明了这一途径的存在。CAP 通过迷走神经发挥作用。CAP 的全身抗炎作用集中于脾巨噬细胞上的α7 尼古丁乙酰胆碱受体,从而抑制促炎细胞因子,同时刺激抗炎细胞因子,包括白细胞介素 10。CAP 提供了一种缓解炎症的新机制。迷走神经电刺激已显示出对类风湿性关节炎患者的益处。尼古丁和 GTS-1 等直接激动剂也在败血症和急性呼吸窘迫综合征模型中显示出抗炎特性,乙酰胆碱酯酶抑制剂(如加兰他敏和 Physostigmine)也是如此。2019 年冠状病毒病(COVID-19)诱发急性呼吸窘迫综合征的经验表明,免疫调节剂对患者的预后具有保护作用。地塞米松是目前使用的唯一一种能改善临床预后的药物。这可能是由于抑制了所谓的细胞因子风暴,而细胞因子风暴与病毒性肺炎的致死率有关。尼古丁透皮贴片可激活 CAP,并通过一种易于给药的去势给药机制获得其抗炎潜力。事实证明,尼古丁透皮贴片是我们目前有限的治疗 COVID-19 诱发的急性缺氧性呼吸衰竭的手段中一种前景广阔、安全且廉价的额外工具。
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引用次数: 0
Health-related quality-of-life and health-utility reporting in critical care. 危重病护理中与健康相关的生活质量和健康效用报告。
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.236
Vincent Issac Lau, Jeffrey A Johnson, Sean M Bagshaw, Oleksa G Rewa, John Basmaji, Kimberley A Lewis, M Elizabeth Wilcox, Kali Barrett, Francois Lamontagne, Francois Lauzier, Niall D Ferguson, Simon J W Oczkowski, Kirsten M Fiest, Daniel J Niven, Henry T Stelfox, Waleed Alhazzani, Margaret Herridge, Robert Fowler, Deborah J Cook, Bram Rochwerg, Feng Xie

Mortality is a well-established patient-important outcome in critical care studies. In contrast, morbidity is less uniformly reported (given the myriad of critical care illnesses and complications of each) but may have a common end-impact on a patient's functional capacity and health-related quality-of-life (HRQoL). Survival with a poor quality-of-life may not be acceptable depending on individual patient values and preferences. Hence, as mortality decreases within critical care, it becomes increasingly important to measure intensive care unit (ICU) survivor HRQoL. HRQoL measurements with a preference-based scoring algorithm can be converted into health utilities on a scale anchored at 0 (representing death) and 1 (representing full health). They can be combined with survival to calculate quality-adjusted life-years (QALY), which are one of the most widely used methods of combining morbidity and mortality into a composite outcome. Although QALYs have been use for health-technology assessment decision-making, an emerging and novel role would be to inform clinical decision-making for patients, families and healthcare providers about what expected HRQoL may be during and after ICU care. Critical care randomized control trials (RCTs) have not routinely measured or reported HRQoL (until more recently), likely due to incapacity of some patients to participate in patient-reported outcome measures. Further differences in HRQoL measurement tools can lead to non-comparable values. To this end, we propose the validation of a gold-standard HRQoL tool in critical care, specifically the EQ-5D-5L. Both combined health-utility and mortality (disaggregated) and QALYs (aggregated) can be reported, with disaggregation allowing for determination of which components are the main drivers of the QALY outcome. Increased use of HRQoL, health-utility, and QALYs in critical care RCTs has the potential to: (1) Increase the likelihood of finding important effects if they exist; (2) improve research efficiency; and (3) help inform optimal management of critically ill patients allowing for decision-making about their HRQoL, in additional to traditional health-technology assessments.

死亡率在重症监护研究中是一个公认的患者重要结果。相比之下,发病率的报告不太统一(考虑到各种危重病及其并发症),但可能对患者的功能能力和健康相关的生活质量(HRQoL)有共同的最终影响。生活质量差的生存可能是不可接受的,这取决于个体患者的价值观和偏好。因此,随着重症监护死亡率的下降,测量重症监护病房(ICU)幸存者HRQoL变得越来越重要。使用基于偏好的评分算法的HRQoL测量可以转换为固定在0(代表死亡)和1(代表完全健康)范围内的健康效用。它们可以与生存率相结合来计算质量调整生命年(QALY),这是将发病率和死亡率结合成复合结果的最广泛使用的方法之一。虽然QALYs已被用于卫生技术评估决策,但一个新兴的新角色将是告知患者、家属和医疗保健提供者在ICU护理期间和之后预期的HRQoL可能是什么。重症监护随机对照试验(RCTs)没有常规测量或报告HRQoL(直到最近),可能是由于一些患者无法参与患者报告的结果测量。HRQoL测量工具的进一步差异可能导致不可比较的值。为此,我们建议在重症监护中验证一种金标准HRQoL工具,特别是EQ-5D-5L。可以报告综合健康效用和死亡率(分类)和质量aly(汇总),通过分类可以确定哪些组成部分是质量aly结果的主要驱动因素。在危重病随机对照试验中增加HRQoL、health-utility和QALYs的使用有可能:(1)增加发现重要效应的可能性(如果它们存在的话);(2)提高科研效率;(3)除了传统的卫生技术评估外,还有助于为危重患者的最佳管理提供信息,从而制定他们的HRQoL决策。
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引用次数: 3
Immunomodulatory therapy for the management of critically ill patients with COVID-19: A narrative review. 用于治疗 COVID-19 重症患者的免疫调节疗法:叙述性综述。
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.269
David Andaluz-Ojeda, Pablo Vidal-Cortes, Álvaro Aparisi Sanz, Borja Suberviola, Lorena Del Río Carbajo, Leonor Nogales Martín, Estefanía Prol Silva, Jorge Nieto Del Olmo, José Barberán, Ivan Cusacovich

Background: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the causative agent of the ongoing coronavirus disease 2019 (COVID-19) pandemic. Understanding the physiological and immunological processes underlying the clinical manifestations of COVID-19 is vital for the identification and rational design of effective therapies.

Aim: To describe the interaction of SARS-CoV-2 with the immune system and the subsequent contribution of hyperinflammation and abnormal immune responses to disease progression together with a complete narrative review of the different immunoadjuvant treatments used so far in COVID-19 and their indication in severe and life-threatening subsets.

Methods: A comprehensive literature search was developed. Authors reviewed the selected manuscripts following the PRISMA recommendations for systematic review and meta-analysis documents and selected the most appropriate. Finally, a recommendation of the use of each treatment was established based on the level of evidence of the articles and documents reviewed. This recommendation was made based on the consensus of all the authors.

Results: A brief rationale on the SARS-CoV-2 pathogenesis, immune response, and inflammation was developed. The usefulness of 10 different families of treatments related to inflammation and immunopathogenesis of COVID-19 was reviewed and discussed. Finally, based on the level of scientific evidence, a recommendation was established for each of them.

Conclusion: Although several promising therapies exist, only the use of corticosteroids and tocilizumab (or sarilumab in absence of this) have demonstrated evidence enough to recommend its use in critically ill patients with COVID-19. Endotypes including both, clinical and biological characteristics can constitute specific targets for better select certain therapies based on an individualized approach to treatment.

背景:严重急性呼吸系统综合征冠状病毒 2(SARS-CoV-2)是目前正在流行的冠状病毒病 2019(COVID-19)的病原体。目的:描述SARS-CoV-2与免疫系统的相互作用,以及随后的高炎症和异常免疫反应对疾病进展的影响,并对迄今为止用于COVID-19的不同免疫佐剂疗法及其在严重和危及生命的亚群中的适应症进行全面回顾:方法:进行了全面的文献检索。作者按照系统综述和荟萃分析文件的 PRISMA 建议对所选稿件进行了审阅,并选出了最合适的稿件。最后,根据所查阅文章和文献的证据级别,确定了每种治疗方法的使用建议。该建议是在所有作者达成共识的基础上提出的:结果:对 SARS-CoV-2 的发病机理、免疫反应和炎症进行了简要说明。回顾并讨论了与 COVID-19 炎症和免疫发病机制有关的 10 种不同的治疗方法。最后,根据科学证据的水平,为每种疗法提出了建议:结论:尽管存在几种很有前景的疗法,但只有皮质类固醇和托西珠单抗(如无托西珠单抗,则使用沙利单抗)已被证明有足够证据推荐用于 COVID-19 重症患者。包括临床和生物学特征在内的内分型可以成为根据个体化治疗方法更好地选择某些疗法的特定目标。
{"title":"Immunomodulatory therapy for the management of critically ill patients with COVID-19: A narrative review.","authors":"David Andaluz-Ojeda, Pablo Vidal-Cortes, Álvaro Aparisi Sanz, Borja Suberviola, Lorena Del Río Carbajo, Leonor Nogales Martín, Estefanía Prol Silva, Jorge Nieto Del Olmo, José Barberán, Ivan Cusacovich","doi":"10.5492/wjccm.v11.i4.269","DOIUrl":"10.5492/wjccm.v11.i4.269","url":null,"abstract":"<p><strong>Background: </strong>Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the causative agent of the ongoing coronavirus disease 2019 (COVID-19) pandemic. Understanding the physiological and immunological processes underlying the clinical manifestations of COVID-19 is vital for the identification and rational design of effective therapies.</p><p><strong>Aim: </strong>To describe the interaction of SARS-CoV-2 with the immune system and the subsequent contribution of hyperinflammation and abnormal immune responses to disease progression together with a complete narrative review of the different immunoadjuvant treatments used so far in COVID-19 and their indication in severe and life-threatening subsets.</p><p><strong>Methods: </strong>A comprehensive literature search was developed. Authors reviewed the selected manuscripts following the PRISMA recommendations for systematic review and meta-analysis documents and selected the most appropriate. Finally, a recommendation of the use of each treatment was established based on the level of evidence of the articles and documents reviewed. This recommendation was made based on the consensus of all the authors.</p><p><strong>Results: </strong>A brief rationale on the SARS-CoV-2 pathogenesis, immune response, and inflammation was developed. The usefulness of 10 different families of treatments related to inflammation and immunopathogenesis of COVID-19 was reviewed and discussed. Finally, based on the level of scientific evidence, a recommendation was established for each of them.</p><p><strong>Conclusion: </strong>Although several promising therapies exist, only the use of corticosteroids and tocilizumab (or sarilumab in absence of this) have demonstrated evidence enough to recommend its use in critically ill patients with COVID-19. Endotypes including both, clinical and biological characteristics can constitute specific targets for better select certain therapies based on an individualized approach to treatment.</p>","PeriodicalId":66959,"journal":{"name":"世界危重病急救学杂志(英文版)","volume":"11 4","pages":"269-297"},"PeriodicalIF":0.0,"publicationDate":"2022-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/7e/8f/WJCCM-11-269.PMC9305685.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40344203","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
Association between early viral lower respiratory tract infections and subsequent asthma development. 早期病毒性下呼吸道感染与随后哮喘发展之间的关系。
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.298
Sebastien Kenmoe, Etienne Atenguena Okobalemba, Guy Roussel Takuissu, Jean Thierry Ebogo-Belobo, Martin Gael Oyono, Jeannette Nina Magoudjou-Pekam, Ginette Irma Kame-Ngasse, Jean Bosco Taya-Fokou, Chris Andre Mbongue Mikangue, Raoul Kenfack-Momo, Donatien Serge Mbaga, Arnol Bowo-Ngandji, Cyprien Kengne-Ndé, Seraphine Nkie Esemu, Richard Njouom, Lucy Ndip

Background: The association between hospitalization for human respiratory syncytial virus (HRSV) bronchiolitis in early childhood and subsequent asthma is well established. The long-term prognosis for non-bronchiolitis lower respiratory tract infections (LRTI) caused by viruses different from HRSV and rhinovirus, on the other hand, has received less interest.

Aim: To investigate the relationship between infant LRTI and later asthma and examine the influence of confounding factors.

Methods: The PubMed and Global Index Medicus bibliographic databases were used to search for articles published up to October 2021 for this systematic review. We included cohort studies comparing the incidence of asthma between patients with and without LRTI at ≤ 2 years regardless of the virus responsible. The meta-analysis was performed using the random effects model. Sources of heterogeneity were assessed by stratified analyses.

Results: This review included 15 articles (18 unique studies) that met the inclusion criteria. LRTIs at ≤ 2 years were associated with an increased risk of subsequent asthma up to 20 years [odds ratio (OR) = 5.0, 95%CI: 3.3-7.5], with doctor-diagnosed asthma (OR = 5.3, 95%CI: 3.3-8.6), current asthma (OR = 5.4, 95%CI: 2.7-10.6), and current medication for asthma (OR = 1.2, 95%CI: 0.7-3.9). Our overall estimates were not affected by publication bias (P = 0.671), but there was significant heterogeneity [I 2 = 58.8% (30.6-75.5)]. Compared to studies with hospitalized controls without LRTI, those with ambulatory controls had a significantly higher strength of association between LRTIs and subsequent asthma. The strength of the association between LRTIs and later asthma varied significantly by country and age at the time of the interview. The sensitivity analyses including only studies with similar proportions of confounding factors (gender, age at LRTI development, age at interview, gestational age, birth weight, weight, height, smoking exposure, crowding, family history of atopy, and family history of asthma) between cases and controls did not alter the overall estimates.

Conclusion: Regardless of the causative virus and confounding factors, viral LRTIs in children < 2 years are associated with an increased risk of developing a subsequent asthma. Parents and pediatricians should be informed of this risk.

背景:儿童早期因人呼吸道合胞病毒(HRSV)毛细支气管炎住院治疗与随后的哮喘之间的关系已得到充分证实。另一方面,由不同于HRSV和鼻病毒的病毒引起的非毛细支气管炎下呼吸道感染(LRTI)的长期预后受到的关注较少。目的:探讨婴幼儿下呼吸道感染与后期哮喘的关系,并探讨混杂因素的影响。方法:使用PubMed和Global Index Medicus书目数据库检索截至2021年10月发表的文章。我们纳入了比较LRTI患者和非LRTI患者≤2年哮喘发病率的队列研究,而不考虑引起哮喘的病毒。meta分析采用随机效应模型。通过分层分析评估异质性的来源。结果:本综述纳入符合纳入标准的15篇文章(18项独特研究)。≤2年的LRTIs与随后长达20年的哮喘风险增加相关[比值比(OR) = 5.0, 95%CI: 3.3-7.5],与医生诊断的哮喘(OR = 5.3, 95%CI: 3.3-8.6)、当前哮喘(OR = 5.4, 95%CI: 2.7-10.6)和当前哮喘药物(OR = 1.2, 95%CI: 0.7-3.9)相关。我们的总体估计不受发表偏倚的影响(P = 0.671),但存在显著的异质性[I 2 = 58.8%(30.6-75.5)]。与没有下呼吸道感染的住院对照研究相比,那些有门诊对照的下呼吸道感染与随后的哮喘之间的关联强度明显更高。下呼吸道感染与后期哮喘之间的关联强度在访谈时因国家和年龄的不同而有显著差异。敏感性分析仅包括病例和对照组之间混杂因素(性别、LRTI发病年龄、访谈年龄、胎龄、出生体重、体重、身高、吸烟暴露、拥挤、特应性家族史和哮喘家族史)比例相似的研究,并未改变总体估计。结论:无论致病病毒和混杂因素如何,2岁以下儿童病毒性下呼吸道感染与随后发生哮喘的风险增加相关。家长和儿科医生应该被告知这种风险。
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引用次数: 1
Challenges in hyperglycemia management in critically ill patients with COVID-19. COVID-19危重患者高血糖管理面临的挑战
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.219
Rajesh Kethireddy, Darshan Gandhi, Asim Kichloo, Love Patel

Hyperglycemia is commonly associated with adverse outcomes especially in patients requiring intensive care unit stay. Data from the corona virus disease 2019 (COVID-19) pandemic indicates that individuals with diabetes appear to be at similar risk for COVID-19 infection to those without diabetes but are more likely to experience increased morbidity and mortality. The proposed hypothesis for hyperglycemia in COVID-19 include insulin resistance, critical illness hyperglycemia (stress- induced hyperglycemia) secondary to high levels of hormones like cortisol and catecholamines that counteract insulin action, acute cytokine storm and pancreatic cell dysfunction. Diabetic patients are more likely to have severe hyperglycemic complications including diabetic ketoacidosis and hyperosmolar hyperglycemic state. Management of hyperglycemia in COVID-19 is often complicated by use of steroids, prolonged total parenteral or enteral nutrition, frequent acute hyperglycemic events, and restrictions with fluid management due to acute respiratory distress syndrome. While managing hyperglycemia special attention should be paid to mode of insulin delivery, frequency of glucose monitoring based on patient and caregiver safety thereby minimizing exposure and conserving personal protective equipment. In this article we describe the pathophysiology of hyperglycemia, challenges encountered in managing hyperglycemia, and review some potential solutions to address them.

高血糖通常与不良后果相关,特别是需要重症监护病房的患者。2019年冠状病毒病(COVID-19)大流行的数据表明,糖尿病患者感染COVID-19的风险似乎与非糖尿病患者相似,但发病率和死亡率更有可能增加。针对COVID-19患者高血糖的假说包括胰岛素抵抗、由皮质醇和儿茶酚胺等高水平激素引起的危重性高血糖(应激性高血糖)、急性细胞因子风暴和胰腺细胞功能障碍。皮质醇和儿茶酚胺等激素会抵消胰岛素的作用。糖尿病患者更容易出现严重的高血糖并发症,包括糖尿病酮症酸中毒和高渗性高血糖状态。COVID-19患者的高血糖管理往往因使用类固醇、延长全肠外或肠内营养、频繁发生急性高血糖事件以及因急性呼吸窘迫综合征而限制液体管理而复杂化。在处理高血糖时,应特别注意胰岛素的输送方式,基于患者和护理人员安全的血糖监测频率,从而最大限度地减少暴露并保存个人防护设备。在这篇文章中,我们描述了高血糖的病理生理,在处理高血糖时遇到的挑战,并回顾了一些潜在的解决方案。
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引用次数: 1
Development and pilot implementation of a patient-oriented discharge summary for critically Ill patients. 为重症患者开发并试行以患者为导向的出院摘要。
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.255
Anmol Shahid, Bonnie Sept, Shelly Kupsch, Rebecca Brundin-Mather, Danijela Piskulic, Andrea Soo, Christopher Grant, Jeanna Parsons Leigh, Kirsten M Fiest, Henry T Stelfox

Background: Patients leaving the intensive care unit (ICU) often experience gaps in care due to deficiencies in discharge communication, leaving them vulnerable to increased stress, adverse events, readmission to ICU, and death. To facilitate discharge communication, written summaries have been implemented to provide patients and their families with information on medications, activity and diet restrictions, follow-up appointments, symptoms to expect, and who to call if there are questions. While written discharge summaries for patients and their families are utilized frequently in surgical, rehabilitation, and pediatric settings, few have been utilized in ICU settings.

Aim: To develop an ICU specific patient-oriented discharge summary tool (PODS-ICU), and pilot test the tool to determine acceptability and feasibility.

Methods: Patient-partners (i.e., individuals with lived experience as an ICU patient or family member of an ICU patient), ICU clinicians (i.e., physicians, nurses), and researchers met to discuss ICU patients' specific informational needs and design the PODS-ICU through several cycles of discussion and iterative revisions. Research team nurses piloted the PODS-ICU with patient and family participants in two ICUs in Calgary, Canada. Follow-up surveys on the PODS-ICU and its impact on discharge were administered to patients, family participants, and ICU nurses.

Results: Most participants felt that their discharge from the ICU was good or better (n = 13; 87.0%), and some (n = 9; 60.0%) participants reported a good understanding of why the patient was in ICU. Most participants (n = 12; 80.0%) reported that they understood ICU events and impacts on the patient's health. While many patients and family participants indicated the PODS-ICU was informative and useful, ICU nurses reported that the PODS-ICU was "not reasonable" in their daily clinical workflow due to "time constraint".

Conclusion: The PODS-ICU tool provides patients and their families with essential information as they discharge from the ICU. This tool has the potential to engage and empower patients and their families in ensuring continuity of care beyond ICU discharge. However, the PODS-ICU requires pairing with earlier discharge practices and integration with electronic clinical information systems to fit better into the clinical workflow for ICU nurses. Further refinement and testing of the PODS-ICU tool in diverse critical care settings is needed to better assess its feasibility and its effects on patient health outcomes.

背景:离开重症监护病房(ICU)的患者往往会因出院沟通不足而在护理方面出现缺失,使他们容易受到更多压力、不良事件、再次入住重症监护病房以及死亡的影响。为了促进出院沟通,我们采用了书面总结的方式,为患者及其家属提供有关药物、活动和饮食限制、复诊预约、预期症状以及如有疑问应致电谁等方面的信息。虽然为患者及其家属提供的书面出院摘要在外科、康复科和儿科环境中经常使用,但在重症监护病房环境中却很少使用。目的:开发重症监护病房专用的以患者为导向的出院摘要工具(PODS-ICU),并对该工具进行试点测试,以确定其可接受性和可行性:方法:患者伙伴(即有 ICU 患者生活经历的个人或 ICU 患者家属)、ICU 临床医生(即医生、护士)和研究人员会聚一堂,讨论 ICU 患者的特定信息需求,并通过多次讨论和反复修改设计出 PODS-ICU。研究小组的护士在加拿大卡尔加里的两家重症监护病房与患者和家属一起试用了 PODS-ICU。对患者、家属参与者和 ICU 护士进行了关于 PODS-ICU 及其对出院影响的后续调查:结果:大多数参与者认为他们从重症监护室出院的情况良好或更好(n = 13;87.0%),一些参与者(n = 9;60.0%)表示很好地理解了病人住重症监护室的原因。大多数参与者(n = 12;80.0%)表示,他们了解重症监护室事件及其对患者健康的影响。虽然许多患者和家属表示 PODS-ICU 信息丰富且有用,但 ICU 护士表示,由于 "时间限制",PODS-ICU 在他们的日常临床工作流程中 "并不合理":PODS-ICU 工具为从重症监护室出院的患者及其家属提供了重要信息。该工具有可能让患者及其家属参与进来,并增强他们的能力,以确保 ICU 出院后护理的连续性。不过,PODS-ICU 需要与早期出院实践配对,并与电子临床信息系统整合,以更好地适应 ICU 护士的临床工作流程。需要在不同的重症监护环境中进一步完善和测试 PODS-ICU 工具,以更好地评估其可行性及其对患者健康结果的影响。
{"title":"Development and pilot implementation of a patient-oriented discharge summary for critically Ill patients.","authors":"Anmol Shahid, Bonnie Sept, Shelly Kupsch, Rebecca Brundin-Mather, Danijela Piskulic, Andrea Soo, Christopher Grant, Jeanna Parsons Leigh, Kirsten M Fiest, Henry T Stelfox","doi":"10.5492/wjccm.v11.i4.255","DOIUrl":"10.5492/wjccm.v11.i4.255","url":null,"abstract":"<p><strong>Background: </strong>Patients leaving the intensive care unit (ICU) often experience gaps in care due to deficiencies in discharge communication, leaving them vulnerable to increased stress, adverse events, readmission to ICU, and death. To facilitate discharge communication, written summaries have been implemented to provide patients and their families with information on medications, activity and diet restrictions, follow-up appointments, symptoms to expect, and who to call if there are questions. While written discharge summaries for patients and their families are utilized frequently in surgical, rehabilitation, and pediatric settings, few have been utilized in ICU settings.</p><p><strong>Aim: </strong>To develop an ICU specific patient-oriented discharge summary tool (PODS-ICU), and pilot test the tool to determine acceptability and feasibility.</p><p><strong>Methods: </strong>Patient-partners (<i>i</i>.<i>e</i>., individuals with lived experience as an ICU patient or family member of an ICU patient), ICU clinicians (<i>i</i>.<i>e</i>., physicians, nurses), and researchers met to discuss ICU patients' specific informational needs and design the PODS-ICU through several cycles of discussion and iterative revisions. Research team nurses piloted the PODS-ICU with patient and family participants in two ICUs in Calgary, Canada. Follow-up surveys on the PODS-ICU and its impact on discharge were administered to patients, family participants, and ICU nurses.</p><p><strong>Results: </strong>Most participants felt that their discharge from the ICU was good or better (<i>n</i> = 13; 87.0%), and some (<i>n</i> = 9; 60.0%) participants reported a good understanding of why the patient was in ICU. Most participants (<i>n</i> = 12; 80.0%) reported that they understood ICU events and impacts on the patient's health. While many patients and family participants indicated the PODS-ICU was informative and useful, ICU nurses reported that the PODS-ICU was \"not reasonable\" in their daily clinical workflow due to \"time constraint\".</p><p><strong>Conclusion: </strong>The PODS-ICU tool provides patients and their families with essential information as they discharge from the ICU. This tool has the potential to engage and empower patients and their families in ensuring continuity of care beyond ICU discharge. However, the PODS-ICU requires pairing with earlier discharge practices and integration with electronic clinical information systems to fit better into the clinical workflow for ICU nurses. Further refinement and testing of the PODS-ICU tool in diverse critical care settings is needed to better assess its feasibility and its effects on patient health outcomes.</p>","PeriodicalId":66959,"journal":{"name":"世界危重病急救学杂志(英文版)","volume":"11 4","pages":"255-268"},"PeriodicalIF":0.0,"publicationDate":"2022-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/bd/4d/WJCCM-11-255.PMC9305680.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40344204","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
Effects of nutrients on immunomodulation in patients with severe COVID-19: Current knowledge. 营养物质对重症COVID-19患者免疫调节的影响:目前的知识
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.201
Bruna Teixeira da Costa, Glauber Rocha Lima Araújo, Ronaldo Teixeira da Silva Júnior, Luana Kauany de Sá Santos, Vinícius Lima de Souza Gonçalves, Daniel Bastos Alves Lima, Beatriz Rocha Cuzzuol, Jonathan Santos Apolonio, Lorena Sousa de Carvalho, Hanna Santos Marques, Camilo Santana Silva, Isadora de Souza Barcelos, Márcio Vasconcelos Oliveira, Fabrício Freire de Melo

Recent research has demonstrated that critically ill patients with coronavirus disease 2019 (COVID-19) show significant immune system dysregulation. Due to that, some nutrients that influence immunomodulation have been suggested as a form of treatment against the infection. This review collected the information on the impact of vitamins on the prognosis of COVID-19, with the intention of facilitating treatment and prevention of the disease risk status in patients. The collected information was obtained using the PubMed electronic database by searching for articles that relate COVID-19 and the mechanisms/effects of the nutrients: Proteins, glucose, lipids, vitamin B12, vitamin D, calcium, iron, copper, zinc, and magnesium, including prospective, retrospective, and support articles. The findings reveal an optimal response related mainly to omega-3, eicosapentaenoic acid, docosahexaenoic acid, calcium, and iron that might represent benefits in the treatment of critically ill patients. However, nutrient supplementation should be done with caution due to the limited availability of randomized controlled studies.

最近的研究表明,2019冠状病毒病(COVID-19)危重患者表现出明显的免疫系统失调。因此,一些影响免疫调节的营养物质被认为是对抗感染的一种治疗形式。本综述收集维生素对COVID-19预后影响的信息,旨在促进患者疾病风险状态的治疗和预防。收集的信息是通过PubMed电子数据库检索与COVID-19和营养素的机制/作用相关的文章获得的:蛋白质、葡萄糖、脂质、维生素B12、维生素D、钙、铁、铜、锌和镁,包括前瞻性、回顾性和支持性文章。研究结果揭示了一种主要与omega-3、二十碳五烯酸、二十二碳六烯酸、钙和铁有关的最佳反应,这可能对危重病人的治疗有益。然而,由于随机对照研究的可用性有限,营养补充应谨慎进行。
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引用次数: 1
Septic shock 3.0 criteria application in severe COVID-19 patients: An unattended sepsis population with high mortality risk. 脓毒症休克3.0标准在重症COVID-19患者中的应用:一个高死亡风险的无人护理脓毒症人群
Pub Date : 2022-07-09 DOI: 10.5492/wjccm.v11.i4.246
José Pedro Cidade, L M Coelho, Vasco Costa, Rui Morais, Patrícia Moniz, Luís Morais, Pedro Fidalgo, António Tralhão, Carolina Paulino, David Nora, Bernardino Valério, Vítor Mendes, Camila Tapadinhas, Pedro Povoa

Background: Coronavirus disease 2019 (COVID-19) can be associated with life-threatening organ dysfunction due to septic shock, frequently requiring intensive care unit (ICU) admission, respiratory and vasopressor support. Therefore, clear clinical criteria are pivotal for early recognition of patients more likely to need prompt organ support. Although most patients with severe COVID-19 meet the Sepsis-3.0 criteria for septic shock, it has been increasingly recognized that hyperlactatemia is frequently absent, possibly leading to an underestimation of illness severity and mortality risk.

Aim: To identify the proportion of severe COVID-19 patients with vasopressor support requirements, with and without hyperlactatemia, and describe their clinical outcomes and mortality.

Methods: We performed a single-center prospective cohort study. All adult patients admitted to the ICU with COVID-19 were included in the analysis and were further divided into three groups: Sepsis group, without both criteria; Vasoplegic Shock group, with persistent hypotension and vasopressor support without hyperlactatemia; and Septic Shock 3.0 group, with both criteria. COVID-19 was diagnosed using clinical and radiologic criteria with a severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) positive RT-PCR test.

Results: 118 patients (mean age 63 years, 87% males) were included in the analysis (n = 51 Sepsis group, n = 26 Vasoplegic Shock group, and n = 41 Septic Shock 3.0 group). SOFA score at ICU admission and ICU length of stay were different between the groups (P < 0.001). Mortality was significantly higher in the Vasoplegic Shock and Septic Shock 3.0 groups when compared with the Sepsis group (P < 0.001) without a significant difference between the former two groups (P = 0.713). The log rank tests of Kaplan-Meier survival curves were also different (P = 0.007). Ventilator-free days and vasopressor-free days were different between the Sepsis vs Vasoplegic Shock and Septic Shock 3.0 groups (both P < 0.001), and similar in the last two groups (P = 0.128 and P = 0.133, respectively). Logistic regression identified the maximum dose of vasopressor therapy used (AOR 1.046; 95%CI: 1.012-1.082, P = 0.008) and serum lactate level (AOR 1.542; 95%CI: 1.055-2.255, P = 0.02) as the major explanatory variables of mortality rates (R 2 0.79).

Conclusion: In severe COVID-19 patients, the Sepsis 3.0 criteria of septic shock may exclude approximately one third of patients with a similarly high risk of a poor outcome and mortality rate, which should be equally addressed.

背景:2019冠状病毒病(COVID-19)可能与感染性休克引起的危及生命的器官功能障碍有关,经常需要重症监护病房(ICU)住院,并提供呼吸和血管加压药物支持。因此,明确的临床标准对于早期识别更可能需要及时器官支持的患者至关重要。尽管大多数重症COVID-19患者符合脓毒症-3.0的脓毒症休克标准,但越来越多的人认识到,高乳酸血症往往不存在,这可能导致低估疾病严重程度和死亡风险。目的:了解合并和不合并高乳酸血症的重症COVID-19患者有血管加压素支持需求的比例,并描述其临床结局和死亡率。方法:我们进行了一项单中心前瞻性队列研究。所有入住ICU的COVID-19成年患者纳入分析,并进一步分为三组:脓毒症组,没有两个标准;血管截瘫休克组,伴持续性低血压和血管加压药物支持,无高乳酸血症;感染性休克3.0组,两种标准均符合。采用严重急性呼吸综合征冠状病毒2型(SARS-CoV-2) RT-PCR阳性的临床和放射学标准诊断COVID-19。结果:纳入118例患者,平均年龄63岁,男性87%,其中脓毒症组51例,血管截瘫休克组26例,脓毒症休克3.0组41例。两组患者入院时SOFA评分及ICU住院时间差异有统计学意义(P < 0.001)。与脓毒症组相比,血管截瘫性休克和脓毒症休克3.0组的死亡率显著升高(P < 0.001),两组间差异无统计学意义(P = 0.713)。Kaplan-Meier生存曲线的对数秩检验也有差异(P = 0.007)。脓毒症vs血管性休克和脓毒症休克3.0组无呼吸机天数和无血管加压剂天数差异有统计学意义(P < 0.001),后两组无呼吸机天数相似(P = 0.128和P = 0.133)。Logistic回归确定了使用血管加压剂治疗的最大剂量(AOR 1.046;95%CI: 1.012-1.082, P = 0.008)和血清乳酸水平(AOR 1.542;95%CI: 1.055 ~ 2.255, P = 0.02)为死亡率的主要解释变量(R = 0.79)。结论:在重症COVID-19患者中,脓毒症3.0标准可能会排除大约三分之一具有类似不良结局和死亡率高风险的患者,应平等对待。
{"title":"Septic shock 3.0 criteria application in severe COVID-19 patients: An unattended sepsis population with high mortality risk.","authors":"José Pedro Cidade,&nbsp;L M Coelho,&nbsp;Vasco Costa,&nbsp;Rui Morais,&nbsp;Patrícia Moniz,&nbsp;Luís Morais,&nbsp;Pedro Fidalgo,&nbsp;António Tralhão,&nbsp;Carolina Paulino,&nbsp;David Nora,&nbsp;Bernardino Valério,&nbsp;Vítor Mendes,&nbsp;Camila Tapadinhas,&nbsp;Pedro Povoa","doi":"10.5492/wjccm.v11.i4.246","DOIUrl":"https://doi.org/10.5492/wjccm.v11.i4.246","url":null,"abstract":"<p><strong>Background: </strong>Coronavirus disease 2019 (COVID-19) can be associated with life-threatening organ dysfunction due to septic shock, frequently requiring intensive care unit (ICU) admission, respiratory and vasopressor support. Therefore, clear clinical criteria are pivotal for early recognition of patients more likely to need prompt organ support. Although most patients with severe COVID-19 meet the Sepsis-3.0 criteria for septic shock, it has been increasingly recognized that hyperlactatemia is frequently absent, possibly leading to an underestimation of illness severity and mortality risk.</p><p><strong>Aim: </strong>To identify the proportion of severe COVID-19 patients with vasopressor support requirements, with and without hyperlactatemia, and describe their clinical outcomes and mortality.</p><p><strong>Methods: </strong>We performed a single-center prospective cohort study. All adult patients admitted to the ICU with COVID-19 were included in the analysis and were further divided into three groups: Sepsis group, without both criteria; Vasoplegic Shock group, with persistent hypotension and vasopressor support without hyperlactatemia; and Septic Shock 3.0 group, with both criteria. COVID-19 was diagnosed using clinical and radiologic criteria with a severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) positive RT-PCR test.</p><p><strong>Results: </strong>118 patients (mean age 63 years, 87% males) were included in the analysis (<i>n</i> = 51 Sepsis group, <i>n</i> = 26 Vasoplegic Shock group, and <i>n</i> = 41 Septic Shock 3.0 group). SOFA score at ICU admission and ICU length of stay were different between the groups (<i>P</i> < 0.001). Mortality was significantly higher in the Vasoplegic Shock and Septic Shock 3.0 groups when compared with the Sepsis group (<i>P</i> < 0.001) without a significant difference between the former two groups (<i>P</i> = 0.713). The log rank tests of Kaplan-Meier survival curves were also different (<i>P</i> = 0.007). Ventilator-free days and vasopressor-free days were different between the Sepsis <i>vs</i> Vasoplegic Shock and Septic Shock 3.0 groups (both <i>P</i> < 0.001), and similar in the last two groups (<i>P</i> = 0.128 and <i>P</i> = 0.133, respectively). Logistic regression identified the maximum dose of vasopressor therapy used (AOR 1.046; 95%CI: 1.012-1.082, <i>P</i> = 0.008) and serum lactate level (AOR 1.542; 95%CI: 1.055-2.255, <i>P</i> = 0.02) as the major explanatory variables of mortality rates (<i>R</i> <sup>2</sup> 0.79).</p><p><strong>Conclusion: </strong>In severe COVID-19 patients, the Sepsis 3.0 criteria of septic shock may exclude approximately one third of patients with a similarly high risk of a poor outcome and mortality rate, which should be equally addressed.</p>","PeriodicalId":66959,"journal":{"name":"世界危重病急救学杂志(英文版)","volume":"11 4","pages":"246-254"},"PeriodicalIF":0.0,"publicationDate":"2022-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/09/f1/WJCCM-11-246.PMC9305684.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40343617","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: 2
Cough as a neurological sign: What a clinician should know. 咳嗽作为一种神经症状:临床医生应该知道的。
Pub Date : 2022-05-09 DOI: 10.5492/wjccm.v11.i3.115
Mohammed Al-Biltagi, Adel Salah Bediwy, Nermin Kamal Saeed

Cough is a common respiratory complaint driving patients to seek medical advice. Besides being a fundamental respiratory sign, it is also a crucial neurological sign. There are three main types of coughs: Reflex cough (type I), voluntary cough (type II), and evoked cough (type III). Cough is a reflex predominantly mediated by control centers in the respiratory areas of the brainstem, modulated by the cerebral cortex. Cough reflex sensitivity could be increased in many neurological disorders such as brainstem space-occupying lesions, medullary lesions secondary to Chiari type I malformations, tics disorders such as Tourette's syndrome, somatic cough, cerebellar neurodegenerative diseases, and chronic vagal neuropathy due to allergic and non-allergic conditions. Meanwhile, cough sensitivity decreases in multiple sclerosis, brain hypoxia, cerebral hemispheric stroke with a brainstem shock, Parkinson's disease, dementia due to Lewy body disease, amyotrophic lateral sclerosis, and peripheral neuropathy as diabetic neuropathy, hereditary sensory and autonomic neuropathy type IV, vitamin B12, and folate deficiency. Arnold's nerve ear-cough reflex, syncopal cough, cough headache, opioids-associated cough, and cough-anal reflex are signs that could help diagnose underlying neurological conditions. Cough reflex testing is a quick, easy, and cheap test performed during the cranial nerve examination. In this article, we reviewed the role of cough in various neurological disorders that increase or decrease cough sensitivity.

咳嗽是一种常见的呼吸系统疾病,促使患者寻求医疗建议。它不仅是一种基本的呼吸体征,也是一种至关重要的神经体征。咳嗽主要有三种类型:反射性咳嗽(I型)、自发性咳嗽(II型)和诱发性咳嗽(III型)。咳嗽是一种反射性咳嗽,主要由脑干呼吸区控制中心介导,受大脑皮层调节。咳嗽反射敏感性可能在许多神经系统疾病中增加,如脑干占位病变、继发于Chiari I型畸形的髓质病变、抽动障碍(如图雷特综合征)、躯体咳嗽、小脑神经退行性疾病和由过敏和非过敏条件引起的慢性迷走神经病变。同时,多发性硬化症、脑缺氧、脑半球卒中伴脑干休克、帕金森病、路易体痴呆、肌萎缩性侧索硬化症、周围神经病变如糖尿病神经病变、遗传性感觉和自主神经病变IV型、维生素B12和叶酸缺乏症的咳嗽敏感性降低。阿诺德神经耳咳反射、晕厥咳嗽、咳嗽头痛、阿片类药物相关的咳嗽和咳嗽肛门反射都是有助于诊断潜在神经系统疾病的迹象。咳嗽反射测试是在脑神经检查中进行的一种快速、简单、廉价的测试。在本文中,我们回顾了咳嗽在各种神经系统疾病中增加或减少咳嗽敏感性的作用。
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引用次数: 2
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世界危重病急救学杂志(英文版)
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