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

IF 2.6 3区 医学 Q1 EMERGENCY MEDICINE
Yaqing An, Tuokang Zheng, Yanling Dong, Yang Wu, Yu Gong, Yu Ma, Hao Xiao, Hengbo Gao, Yingping Tian, Dongqi Yao
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引用次数: 0

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% CI 0.75-0.89, P<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.

预测肉毒中毒机械通气的早期评分系统:一项基于单中心的研究。
背景:早期识别需要呼吸机支持的患者将有利于肉毒中毒的治疗效果。本研究旨在建立一个新的评分系统来预测肉毒中毒患者的机械通气(MV)情况:方法:研究人员进行了一项单中心回顾性研究,以确定2007年至2022年间肉毒中毒患者与机械通气相关的风险因素。采用单变量分析和多变量逻辑回归分析筛选出风险因素,以构建预后评分系统。计算接收者操作特征曲线(ROC)下的面积:共纳入 153 例肉毒中毒患者(男 66 例,女 87 例,平均年龄 43 岁)。其中,49 名患者(32.0%)需要 MV,包括 21 名患者(13.7%)使用有创通气,28 名患者(18.3%)使用无创通气。多变量分析显示,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 的独立风险因素。这些风险因素被纳入多变量逻辑回归分析,以建立预后评分系统。每个风险因素根据其回归系数分配一个权重,并四舍五入为整数,以便实际使用([A型肉毒毒素:1],[肺炎:2],[潜伏期≤1天:2],[缺氧CI 0.75-0.89,PC结论:我们的研究发现,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中风的独立风险因素。在我们的评分系统中,得分≥9 分的肉毒中毒患者需要进行 MV 的可能性较高。该评分系统在应用于临床之前还需要外部验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.50
自引率
28.60%
发文量
671
期刊介绍: The journal will cover technical, clinical and bioengineering studies related to multidisciplinary specialties of emergency medicine, such as cardiopulmonary resuscitation, acute injury, out-of-hospital emergency medical service, intensive care, injury and disease prevention, disaster management, healthy policy and ethics, toxicology, and sudden illness, including cardiology, internal medicine, anesthesiology, orthopedics, and trauma care, and more. The journal also features basic science, special reports, case reports, board review questions, and more. Editorials and communications to the editor explore controversial issues and encourage further discussion by physicians dealing with emergency medicine.
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