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一种预测肉毒中毒机械通气的早期评分系统:基于单中心的研究。

An early scoring system to predict mechanical ventilation for botulism: a single-center-based study.

作者信息

An Yaqing, Zheng Tuokang, Dong Yanling, Wu Yang, Gong Yu, Ma Yu, Xiao Hao, Gao Hengbo, Tian Yingping, Yao Dongqi

机构信息

Emergency Department, the Second Hospital of Hebei Medical University, Shijiazhuang 050051, China.

出版信息

World J Emerg Med. 2024;15(5):365-371. doi: 10.5847/wjem.j.1920-8642.2024.067.

Abstract

BACKGROUND

Early identification of patients requiring ventilator support will be beneficial for the outcomes of botulism. The present study aimed to establish a new scoring system to predict mechanical ventilation (MV) for botulism patients.

METHODS

A single-center retrospective study was conducted to identify risk factors associated with MV in botulism patients from 2007 to 2022. Univariate analysis and multivariate logistic regression analysis were used to screen out risk factors for constructing a prognostic scoring system. The area under the receiver operating characteristic (ROC) curve was calculated.

RESULTS

A total of 153 patients with botulism (66 males and 87 females, with an average age of 43 years) were included. Of these, 49 patients (32.0%) required MV, including 21 (13.7%) with invasive ventilation and 28 (18.3%) with non-invasive ventilation. Multivariate analysis revealed that botulinum toxin type, pneumonia, incubation period, degree of hypoxia, and severity of muscle involvement were independent risk factors for MV. These risk factors were incorporated into a multivariate logistic regression analysis to establish a prognostic scoring system. Each risk factor was scored by allocating a weight based on its regression coefficient and rounded to whole numbers for practical utilization ([botulinum toxin type A: 1], [pneumonia: 2], [incubation period ≤1 day: 2], [hypoxia <90%: 2], [severity of muscle involvement: grade II, 3; grade III, 7; grade IV, 11]). The scoring system achieved an area under the ROC curve of 0.82 (95% 0.75-0.89, <0.001). At the optimal threshold of 9, the scoring system achieved a sensitivity of 83.7% and a specificity of 70.2%.

CONCLUSION

Our study identified botulinum toxin type, pneumonia, incubation period, degree of hypoxia, and severity of muscle involvement as independent risk factors for MV in botulism patients. A score ≥9 in our scoring system is associated with a higher likelihood of requiring MV in botulism patients. This scoring system needs to be validated externally before it can be applied in clinical settings.

摘要

背景

早期识别需要呼吸机支持的肉毒中毒患者将有利于改善其预后。本研究旨在建立一种新的评分系统,以预测肉毒中毒患者的机械通气(MV)需求。

方法

进行了一项单中心回顾性研究,以确定2007年至2022年期间肉毒中毒患者中与MV相关的危险因素。采用单因素分析和多因素逻辑回归分析筛选出用于构建预后评分系统的危险因素。计算受试者工作特征(ROC)曲线下面积。

结果

共纳入153例肉毒中毒患者(男性66例,女性87例,平均年龄43岁)。其中,49例(32.0%)患者需要MV,包括21例(13.7%)有创通气和28例(18.3%)无创通气。多因素分析显示,肉毒杆菌毒素类型、肺炎、潜伏期、缺氧程度和肌肉受累严重程度是MV的独立危险因素。将这些危险因素纳入多因素逻辑回归分析以建立预后评分系统。根据每个危险因素的回归系数分配权重进行评分,并四舍五入为整数以便实际应用([A型肉毒杆菌毒素:1],[肺炎:2],[潜伏期≤1天:2],[缺氧<90%:2],[肌肉受累严重程度:II级,3;III级,7;IV级,11])。该评分系统的ROC曲线下面积为0.82(95%CI 0.75 - 0.89,P<0.001)。在最佳阈值9时,该评分系统的敏感性为83.7%,特异性为70.2%。

结论

我们的研究确定肉毒杆菌毒素类型、肺炎、潜伏期、缺氧程度和肌肉受累严重程度是肉毒中毒患者MV的独立危险因素。在我们的评分系统中,评分≥9与肉毒中毒患者需要MV的可能性较高相关。该评分系统在应用于临床之前需要进行外部验证。

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