Development and validation of a risk prediction nomogram for disposition of acute clozapine intoxicated patients to intensive care unit.

IF 2.7 4区 医学 Q3 TOXICOLOGY Human & Experimental Toxicology Pub Date : 2023-01-01 DOI:10.1177/09603271231186154
Asmaa F Sharif, H A Aouissi, Zeinab A Kasemy, H Byeon, Heba I Lashin
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Abstract

Background: Clozapine is an atypical antipsychotic drug used for the treatment of refractory schizophrenia. It is reported as the most toxic in its class. Using serum clozapine level as a severity indicator is doubtful and unfeasible, particularly in low resourced countries.

Methods: This is an extended two-phase retrospective study that utilized medical records of patients diagnosed with acute clozapine intoxication and admitted to Tanta University Poison Control Center, Egypt during the past 6 years. Two hundred and eight medical records were used to establish and validate a nomogram for predicting the need for intensive care unit (ICU) admission in acute clozapine intoxicated patients.

Results: A reliable simple bedside nomogram was developed and proved its significant ability to predict the need for ICU admission, with an area under the curve (AUC) of 83.9% and 80.8% accuracy. It encompassed the age of admitted patients (AUC = 64.8%, p = .003), respiratory rate (AUC = 74.7%, p < .001), O2 saturation (AUC = 71.7%, p < .001), and random blood glucose level upon admission (AUC = 70.5%, p < .001). External validation of the proposed nomogram showed a high AUC (99.2%) with an overall accuracy of 96.2%.

Conclusion: There is a need to develop a reliable objective tool predicting the severity and need for ICU admission in acute clozapine intoxication. The proposed nomogram is a substantially valuable tool to estimate ICU admission probabilities among patients with acute clozapine intoxication and will help clinical toxicologists make rapid decisions for ICU admission, especially in countries with low resources.

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急性氯氮平中毒患者进入重症监护室处置的风险预测图的开发和验证。
背景:氯氮平是一种用于治疗难治性精神分裂症的非典型抗精神病药物。据报道,它是同类中毒性最大的。使用血清氯氮平水平作为严重程度指标是值得怀疑和不可行的,特别是在资源匮乏的国家。方法:这是一项扩展的两期回顾性研究,利用了过去6年中在埃及坦塔大学中毒控制中心诊断为急性氯氮平中毒的患者的医疗记录。我们使用了228份医疗记录来建立和验证预测急性氯氮平中毒患者需要入住重症监护病房(ICU)的nomogram。结果:开发了一种可靠的简单床边图,并证明了其预测ICU入住需求的显著能力,曲线下面积(AUC)为83.9%,准确率为80.8%。包括入院患者年龄(AUC = 64.8%, p = 0.003)、呼吸频率(AUC = 74.7%, p < 0.001)、血氧饱和度(AUC = 71.7%, p < 0.001)、入院时随机血糖水平(AUC = 70.5%, p < 0.001)。外部验证表明,所提出的nomogram具有较高的AUC(99.2%)和96.2%的总体准确度。结论:需要开发一种可靠客观的工具来预测急性氯氮平中毒的严重程度和是否需要住院。所提出的nomogram是一种非常有价值的工具,用于估计急性氯氮平中毒患者进入ICU的概率,并将帮助临床毒理学家快速决定是否进入ICU,特别是在资源匮乏的国家。
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来源期刊
CiteScore
5.70
自引率
3.60%
发文量
128
审稿时长
2.3 months
期刊介绍: Human and Experimental Toxicology (HET), an international peer reviewed journal, is dedicated to publishing preclinical and clinical original research papers and in-depth reviews that comprehensively cover studies of functional, biochemical and structural disorders in toxicology. The principal aim of the HET is to publish timely high impact hypothesis driven scholarly work with an international scope. The journal publishes on: Structural, functional, biochemical, and molecular effects of toxic agents; Studies that address mechanisms/modes of toxicity; Safety evaluation of novel chemical, biotechnologically-derived products, and nanomaterials for human health assessment including statistical and mechanism-based approaches; Novel methods or approaches to research on animal and human tissues (medical and veterinary patients) investigating functional, biochemical and structural disorder; in vitro techniques, particularly those supporting alternative methods
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