Zhou Xuan, Zhang Zhipeng, Wang Xiaoqiong, Wang Yongsheng
Department of Pulmonary and Critical Care Medicine, The Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University, Hefei, Anhui Province, China.
Department of Cardiology, The Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University, Hefei, Anhui Province, China.
Medicine (Baltimore). 2024 Dec 13;103(50):e40858. doi: 10.1097/MD.0000000000040858.
Carbapenem-resistant Klebsiella pneumoniae (CRKP) poses a growing challenge in clinical treatment globally. Early identification of high-risk patients is essential to control infection spread and improve treatment outcomes. This retrospective study analyzed 152 patients with K pneumoniae infections at the Second People's Hospital of Hefei City, Anhui Province, dividing them into carbapenem-resistant and non-carbapenem-resistant groups. Clinical data, microbiological test results, Acute Physiology and Chronic Health Evaluation II (APACHE II) scores, and neurogenic dysphagia status were evaluated to identify risk factors for CRKP infection. The study revealed that patients in the carbapenem-resistant group had significantly higher APACHE II scores and a higher incidence of neurogenic dysphagia (P < 0.05). Multivariate logistic regression analysis identified APACHE II scores and neurogenic dysphagia as independent risk factors for CRKP infection. Receiver operating characteristic curve analysis showed an area under the curve of 0.824 (95% confidence interval: 0.749-0.898) for the APACHE II score, with an optimal threshold of 14.5 points. A new predictive model combining neurogenic dysphagia with APACHE II scores improved classification performance, as demonstrated by Net Reclassification Improvement (NRI = 0.0967, 95% confidence interval: -0.0477 to 0.2410) and reclassification probability analysis, correctly reclassifying 24.32% of individuals into a higher risk category. The findings highlight the combined predictive value of APACHE II scores and neurogenic dysphagia for early identification and intervention in high-risk CRKP patients.
耐碳青霉烯类肺炎克雷伯菌(CRKP)在全球临床治疗中构成了日益严峻的挑战。尽早识别高危患者对于控制感染传播和改善治疗效果至关重要。这项回顾性研究分析了安徽省合肥市第二人民医院的152例肺炎克雷伯菌感染患者,将他们分为耐碳青霉烯类组和非耐碳青霉烯类组。评估了临床资料、微生物检测结果、急性生理与慢性健康状况评分系统II(APACHE II)评分以及神经源性吞咽困难状况,以确定CRKP感染的危险因素。研究显示,耐碳青霉烯类组患者的APACHE II评分显著更高,神经源性吞咽困难的发生率也更高(P<0.05)。多因素逻辑回归分析确定APACHE II评分和神经源性吞咽困难是CRKP感染的独立危险因素。受试者工作特征曲线分析显示,APACHE II评分的曲线下面积为0.824(95%置信区间:0.749 - 0.898),最佳阈值为14.5分。将神经源性吞咽困难与APACHE II评分相结合的新预测模型改善了分类性能,净重新分类改善(NRI = 0.0967,95%置信区间:-0.0477至0.2410)和重新分类概率分析表明,该模型将24.32%的个体正确重新分类为更高风险类别。这些发现突出了APACHE II评分和神经源性吞咽困难对早期识别和干预高危CRKP患者的联合预测价值。