Predictors of stroke-associated pneumonia and the predictive value of neutrophil percentage-to-albumin ratio.

Postgraduate medicine Pub Date : 2023-09-01 Epub Date: 2023-10-24 DOI:10.1080/00325481.2023.2261354
Mohammed Zawiah, Amer Hayat Khan, Rana Abu Farha, Abubakar Usman, Khawla AbuHammour, Marwa Abdeen, Rawand Albooz
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Abstract

Background: Early recognition of stroke-associated pneumonia (SAP) is critical to reducing morbidity and mortality associated with SAP. This study investigated the predictors of SAP, and the predictive value of the neutrophil percentage-to-albumin ratio (NPAR) for SAP.

Methods: This retrospective cohort study was conducted among stroke patients admitted to Jordan University Hospital from January 2015 to May 2021. Multivariable logistic regression was used to identify independent predictors for SAP. The predictive performance was assessed using C-statistics, described as the area under the receiver-operating characteristic curve (AUC, ROC) with a 95% confidence interval.

Results: Four hundred and six patients were included in the analysis, and the prevalence of SAP was 19.7%. Multivariable logistic analysis showed that males (Adjusted Odds Ratio (AOR): 5.74; 95% Confidence Interval (95%CI): 2.04-1 6.1)], dysphagia (AOR: 5.29; 95% CI: 1.80-15.5), hemiparesis (AOR: 3.27; 95% CI: 1.13-9.47), lower GCS score (AOR: 0.73; 95% CI: 0.58-0.91), higher levels of neutrophil-lymphocyte ratio (NLR) (AOR: 1.15; 95% CI: 1.07-1.24), monocyte-lymphocyte ratio (MLR) (AOR: 1.49; 95% CI: 1.13-1.96), and neutrophil percentage to albumin ratio (NPAR) (AOR: 1.53; 95% CI: 1.33-1.76) were independent predictors of SAP. The NPAR demonstrated a significantly higher AUC than both the NLR (0.939 versus 0.865, Z = 3.169, p = 0.002) and MLR (0.939 versus 0.842, Z = 3.940, p < 0.001). The AUCs of the NLR and MLR were comparable (0.865 versus 0.842, Z = 1.274, p = 0.203).

Conclusion: Male gender, dysphagia and hemiparesis were the strongest predictors of SAP, and NPAR has an excellent performance in predicting SAP which was better than high NLR and MLR.

脑卒中相关肺炎的预测因素和中性粒细胞百分比与白蛋白比值的预测价值。
背景:早期识别脑卒中相关肺炎(SAP)对于降低与SAP相关的发病率和死亡率至关重要。本研究调查了SAP的预测因素,以及中性粒细胞百分比与白蛋白比率(NPAR)对SAP的预测价值。方法:本回顾性队列研究对2015年1月至2021年5月入住约旦大学医院的中风患者进行。多变量逻辑回归用于确定SAP的独立预测因素。预测性能使用C统计量进行评估,C统计量描述为受试者工作特征曲线下面积(AUC,ROC),置信区间为95%。结果:纳入分析的46例患者中,SAP的患病率为19.7%。多因素logistic分析显示,男性(调整后的比值比(AOR):5.74;95%置信区间(95%CI):2.04-1 6.1)]、吞咽困难(AOR:5.29;95%CI:1.80-15.5)、偏瘫(AOR:3.27;95%CI:1.13-9.47,中性粒细胞百分比与白蛋白比率(NPAR)(AOR:1.53;95%CI:1.33-1.76)是SAP的独立预测因素。NPAR的AUC明显高于两种NLR(0.939对0.865,Z = 3.169,p = 0.002)和MLR(0.939对0.842,Z = 3.940,p p = 0.203)。结论:男性、吞咽困难和偏瘫是SAP的最强预测因素,NPAR在预测SAP方面表现优异,优于高NLR和MLR。
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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