DKA resolution

  • 文章类型: Journal Article
    目的:本研究旨在开发和验证用于预测延长的糖尿病酮症酸中毒(DKA)消退时间(DRT)的列线图。
    方法:我们回顾性提取了社会人口统计学,临床,以及来自2017年1月至2022年10月Tawam医院收治的394例DKA成年患者的电子病历的实验室数据.建立Logistic回归逐步回归模型来预测DRT≥24h。使用C指数评估模型判别,并使用校准图和Brier评分确定校准。
    结果:患者平均年龄为34岁;54%为女性。使用逐步模型,最后的变量包括性别,糖尿病类型,演示时失去意识,出现时存在感染,身体质量指数,心率,和呈现时的静脉血气pH值用于生成列线图以预测DRT≥24h。在逐步模型中,C指数为0.76,显示良好的歧视。尽管逐步模型的校准曲线显示,在较高的预测风险水平下,风险略有高估,模型的Brier得分为0.17,表明校准和预测准确性均较好.
    结论:建立了有效的列线图来估计DRT≥24h的可能性,促进更好的资源配置和个性化治疗策略。
    OBJECTIVE: This study aimed to develop and validate a nomogram to predict prolonged diabetes ketoacidosis (DKA) resolution time (DRT).
    METHODS: We retrospectively extracted sociodemographic, clinical, and laboratory data from the electronic medical records of 394 adult patients with DKA admitted to Tawam Hospital between January 2017 and October 2022. Logistic regression stepwise model was developed to predict DRT ≥ 24 h. Model discrimination was evaluated using C-index and calibration was determined using calibration plot and Brier score.
    RESULTS: The patients\' average age was 34 years; 54 % were female. Using the stepwise model, the final variables including sex, diabetes mellitus type, loss of consciousness at presentation, presence of infection at presentation, body mass index, heart rate, and venous blood gas pH at presentation were used to generate a nomogram to predict DRT ≥ 24 h. The C-index was 0.76 in the stepwise model, indicating good discrimination. Despite the calibration curve of the stepwise model showing a slight overestimation of risk at higher predicted risk levels, the Brier score for the model was 0.17, indicating both good calibration and predictive accuracy.
    CONCLUSIONS: An effective nomogram was established for estimating the likelihood of DRT ≥ 24 h, facilitating better resource allocation and personalized treatment strategy.
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  • 文章类型: Journal Article
    我们的目的是确定阴离子间隙正常化时间(AGNT)是否与儿童糖尿病酮症酸中毒(DKA)严重程度相关的危险因素相关,并将AGNT描述为中度或重度疾病患儿DKA消退的标准。
    一项为期十年的DKA重症监护病房儿童回顾性队列研究。我们使用生存分析方法来确定血清葡萄糖的变化,碳酸氢盐,pH值,以及入场后的阴离子间隙。使用多变量分析,我们研究了患者的人口统计学特征和实验室特征与阴离子差延迟正常化之间的关联.
    共分析了95例患者。AGNT中位数为8小时。延迟AGNT(>8小时)与pH<7.1和血清葡萄糖>500mg/dL相关。在多变量分析中,血糖>500mg/dL与延迟AGNT的风险增加相关,3.41倍。每升高25mg/dL的葡萄糖与延迟AGNT的风险增加10%相关。AGNT中位数先于PICU出院中位数15小时(8vs.23h).
    AGNT代表恢复正常的基于葡萄糖的生理学和脱水的改善。在延迟AGNT和DKA严重程度的标志物之间观察到的相关性支持AGNT用于评估DKA恢复的有用性。
    UNASSIGNED: Our aims were to determine whether anion gap normalization time (AGNT) correlates with risk factors related to the severity of diabetic ketoacidosis (DKA) in children, and to characterize AGNT as a criterion for DKA resolution in children admitted with moderate or severe disease.
    UNASSIGNED: A ten-year retrospective cohort study of children admitted to the intensive care unit with DKA. We used a survival analysis approach to determine changes in serum glucose, bicarbonate, pH, and anion gap following admission. Using multivariate analysis, we examined associations between patients\' demographic and laboratory characteristics with delayed normalization of the anion gap.
    UNASSIGNED: A total of 95 patients were analyzed. The median AGNT was 8 h. Delayed AGNT (>8 h) correlated with pH < 7.1 and serum glucose >500 mg/dL. In multivariate analysis, glucose >500 mg/dL was associated with an increased risk for delayed AGNT, by 3.41 fold. Each 25 mg/dL elevation in glucose was associated with a 10% increment in risk for delayed AGNT. Median AGNT preceded median PICU discharge by 15 h (8 vs. 23 h).
    UNASSIGNED: AGNT represents a return to normal glucose-based physiology and an improvement in dehydration. The correlation observed between delayed AGNT and markers of DKA severity supports the usefulness of AGNT for assessing DKA recovery.
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  • 文章类型: Journal Article
    目前的指南建议使用等渗盐水(IS)输注作为糖尿病酮症酸中毒(DKA)的首选复苏液。然而,平衡电解质溶液(BES)已被建议作为一种替代方案,因为它具有较低的高氯代谢性酸中毒倾向。关于在DKA中使用BES的证据仍然有限。
    确定在液体复苏中使用BES是否导致DKA比IS更快的解决。
    这项研究涉及对PubMed的文献进行全面搜索,科克伦中部,谷歌学者,和ScienceDirect关于在DKA液体复苏中使用BES和IS的临床试验。以DKA消退时间为主要终点。使用随机效应模型计算以小时为单位的集合风险比(HR)和平均差(MD)及其95%置信区间(CI)。
    文献检索包括464项单独筛选的研究。总共确定了9项研究,但由于目标和目标人群的结果无关,排除了6项研究。合并风险比HR显着显示1.46[1.10至1.94](p=0.009),异质性为12%,而MD为-3.02(95%CI-6.78-0.74;p=0.12),异质性为85%。
    考虑到来自汇集的小型随机试验的证据,总体证据的确定性适中,与IS相比,在DKA中使用BES与DKA消退率更快相关.
    Current guidelines suggest the use of isotonic saline (IS) infusion as the preferred resuscitation fluid in the management of diabetic ketoacidosis (DKA). However, balanced electrolyte solutions (BES) have been proposed as an alternative due to a lower propensity to cause hyperchloremic metabolic acidosis. Evidence regarding the use of BES in DKA remains limited.
    To determine if the use of BES in fluid resuscitation leads to faster resolution of DKA compared to IS.
    The study involves a comprehensive search of literature from PubMed, Cochrane CENTRAL, Google Scholar, and Science Direct of clinical trials addressing the use of BES vs IS in fluid resuscitation in DKA. The time to resolution of DKA was examined as the primary endpoint. Pooled hazard ratios (HR) and Mean Difference (MD) in hours with their 95% confidence intervals (CI) were calculated using a random-effects model.
    The literature search included 464 studies that were screened individually. A total of 9 studies were identified but 6 studies were excluded due to irrelevance in the outcome of interest and target population. The pooled hazard ratio HR significantly revealed 1.46 [1.10 to 1.94] (p = 0.009) with 12% heterogeneity while MD was -3.02 (95% CI -6.78-0.74; p = 0.12) with heterogeneity of 85%.
    Considering the evidence from pooled small randomized trials with moderate overall certainty of evidence, the use of BES in DKA was associated with faster rates of DKA resolution compared to IS.
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