Bioimpedance as a measure of fluids in patients with septic shock. A prospective observational study

Background

Septic shock is often treated with aggressive fluid resuscitation leading to profound fluid overload. The assessment of fluid status relies on suboptimal measures making treatment difficult. Bioelectrical impedance analysis is an alternative but the validity is unclear. The aim of this study was to determine the validity of bioelectrical impedance analysis for fluid measures in patients with septic shock.

Methods

Single-center, prospective observational cohort study. We included adult ICU patients with septic shock. We evaluated the agreement between measures on the left and right side of the patient and measures 1 h apart by two bioelectrical impedance devices. Results are presented as Bland Altman plots with 95% Limits of Agreements (LoA) and as correlations between bioelectrical impedance analysis results and clinical markers of fluids.

Results

Forty-nine patients were included. The agreement between measures on the left and the right side of the patient and after 1 h was overall without bias, but with wide LoA's. Fluid overload 1 h apart showed the most narrow 95% LoA (−2.4–2.9 L). The same wide limits of agreements were observed when comparing devices. For example, total body water with 95% LoA of −14.8 –16.7 L. Correlations between bioelectrical impedance analysis and clinical measures were low but statistically significant.

Conclusions

In patients with septic shock bioelectrical impedance analysis had no systematic errors or bias, but wide limits of agreement, indicating that the devices have a large and uncorrectable random error. Fluid status by bioelectrical impedance analysis is not sufficiently accurate to guide treatment in this group of patients.     

中文SCI科技期刊现状与影响力提升建议

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基于CNKI的中医药治疗癫痫的知识图谱分析＊

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基于LDA模型的中医药人工智能领域主题演化分析＊

目的 梳理总结中医药人工智能领域近40年的研究情况，分析该领域研究主题演化过程，发现热点主题和研究前沿。方法 本研究检索了CNKI和WOS中中医药人工智能领域的文献，根据生命周期理论划分不同时间片，将文献摘要作为研究对象，采用LDA主题模型挖掘文本主题，分析主题的演化过程，识别热点主题。结果 纳入中英文文献2750篇，根据生命周期理论划分中医药人工智能领域发展阶段，分别建立全局和各阶段的LDA模型，挖掘出全局热点主题有中医专家系统、中医辅助诊断系统、中医药数据挖掘等，发现主题演化路径并进行可视化展示。结论 中医药与人工智能主要的结合点在中医智能系统、中医药知识组织和中医智能诊疗机器人这3方面，这3个方向的研究均离不开神经网络技术的支持，同时也结合了关联规则发现、复杂网络研究等方法。     

浅谈脑梗死的中医病因病机与中医药治疗近况

脑梗死是缺血性卒中之一,随着人口老龄化发展趋势,目前已越居我国居民致残和死亡的首要病因。中医药治疗脑梗死有着重要特色和优势,目前在医学领域中仍占着不可动摇的地位,现就针对古代医家及近现代医家对中风病中医病因病机认识,以及中医药治疗方面针对经典方、经验方、中成药、中医外治等方面进行总结综述。     

Improving capacity to care for patients with intellectual and developmental disabilities: The value of an experiential learning model for family medicine residents

BackgroundPatients with intellectual and developmental disabilities (IDD) are more likely to experience poor health outcomes and family physicians receive inadequate training to provide appropriate care to this patient group. Little prior research has studied how to effectively train family physicians to care for patients with IDD.ObjectiveThe aim of this pilot study was to assess the value of adding an experiential component to didactic education strategies to improve family medicine resident perceived comfort, skills and knowledge related to caring for patients with IDD.MethodsStructured education programs for residents were implemented at three primary care practices in Ontario, Canada. Two practices received didactic information only (didactic-only group); one received didactic information and an experiential training model including clinical interactions and a written reflection on that experience (didactic plus experiential group). In this separate-sample pre-post design, residents were invited to complete a brief anonymous survey prior to and following the training assessing their perceived comfort, skills and knowledge related to patients with IDD.ResultsAt baseline, there were no significant differences between the two groups of residents. At follow up, the experiential group reported significantly higher levels of comfort, skills, and knowledge compared to baseline for most items assessed, while in the didactic-only group most items showed little or no improvement.ConclusionThis pilot study suggests that providing residents the opportunity to participate in clinical encounters with patients with IDD, as well as a structured process to reflect on such encounters, results in greater benefit than didactic training alone.     

Evidence-based strategies to reduce the incidence of postoperative delirium: a narrative review

Delirium is one of the most commonly occurring postoperative complications in older adults. It occurs due to the vulnerability of cerebral functioning to pathophysiological stressors. Identification of those at increased risk of developing delirium early in the surgical pathway provides an opportunity for modification of predisposing and precipitating risk factors and effective shared decision-making. No single delirium prediction tool is used widely in surgical settings. Multi-component interventions to prevent delirium involve structured risk factor modification supported by geriatrician input; these are clinically efficacious and cost effective. Barriers to the widespread implementation of such complex interventions exist, resulting in an ‘implementation gap’. There is a lack of evidence for pharmacological prophylaxis for the prevention of delirium. Current evidence suggests that avoidance of peri-operative benzodiazepines, careful titration of anaesthetic depth guided by processed electroencephalogram monitoring and treatment of pain are the most effective strategies to minimise the risk of delirium. Addressing postoperative delirium requires a collaborative, whole pathway approach, beginning with the early identification of those patients who are at risk. The research agenda should continue to examine the potential for pharmacological prophylaxis to prevent delirium while also addressing how successful models of delirium prevention can be translated from one setting to another, underpinned by implementation science methodology.