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预测老年社区获得性肺炎患者中铜绿假单胞菌感染的评分。

A score to predict Pseudomonas aeruginosa infection in older patients with community-acquired pneumonia.

机构信息

The College of Pharmacotherapy of Thailand, Nonthaburi, Thailand.

Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand.

出版信息

BMC Infect Dis. 2023 Oct 19;23(1):700. doi: 10.1186/s12879-023-08688-w.

Abstract

BACKGROUND

In Thailand, the incidence of community-acquired pseudomonal pneumonia among 60- to 65-year-olds ranges from 10.90% to 15.51%, with a mortality rate of up to 19.00%. Antipseudomonal agents should be selected as an empirical treatment for elderly patients at high risk for developing this infection. The purpose of this study was to identify risk factors and develop a risk predictor for Pseudomonas aeruginosa infection in older adults with community-acquired pneumonia (CAP).

METHODS

A retrospective data collection from an electronic database involved the elderly hospitalized patients with P. aeruginosa- and non-P. aeruginosa-causing CAP, admitted between January 1, 2016, and June 30, 2021. Risk factors for P. aeruginosa infection were analysed using logistic regression, and the instrument was developed by scoring each risk factor based on the beta coefficient and evaluating discrimination and calibration using the area under the receiver operating characteristic curve (AuROC) and observed versus predicted probability (E/O) ratio.

RESULTS

The inclusion criteria were met by 81 and 104 elderly patients diagnosed with CAP caused by P. aeruginosa and non-P. aeruginosa, respectively. Nasogastric (NG) tube feeding (odd ratios; OR = 40.68), bronchiectasis (B) (OR = 4.13), immunocompromised condition (I) (OR = 3.76), and other chronic respiratory illnesses (r) such as atelectasis, pulmonary fibrosis, and lung bleb (OR = 2.61) were the specific risk factors for infection with P. aeruginosa. The "60-B-r-I-NG" risk score was named after the 4 abbreviated risk variables and found to have good predicative capability (AuROC = 0.77) and accuracy comparable to or near true P. aeruginosa infection (E/O = 1). People who scored at least two should receive empirically antipseudomonal medication.

CONCLUSIONS

NG tube feeding before admission, bronchiectasis, immunocompromisation, atelectasis, pulmonary fibrosis and lung bleb were risk factors for pseudomonal CAP in the elderly. The 60-B-r-I-NG was developed for predicting P. aeruginosa infection with a high degree of accuracy, equal to or comparable to the existing P. aeruginosa infection. Antipseudomonal agents may be started in patients who are at least 60 years old and have a score of at least 2 in order to lower mortality and promote the appropriate use of these medications.

摘要

背景

在泰国,60 至 65 岁人群中社区获得性铜绿假单胞菌肺炎的发病率为 10.90%至 15.51%,死亡率高达 19.00%。对于有发生这种感染高风险的老年患者,应选择抗假单胞菌药物作为经验性治疗。本研究旨在确定铜绿假单胞菌感染的危险因素,并为老年社区获得性肺炎(CAP)患者开发铜绿假单胞菌感染的风险预测器。

方法

从电子数据库中回顾性收集 2016 年 1 月 1 日至 2021 年 6 月 30 日期间因铜绿假单胞菌和非铜绿假单胞菌引起的 CAP 住院老年患者的数据。使用逻辑回归分析铜绿假单胞菌感染的危险因素,并根据贝塔系数为每个危险因素评分,通过接受者操作特征曲线下面积(AuROC)和观察与预测概率(E/O)比值评估区分度和校准度,开发该工具。

结果

符合铜绿假单胞菌和非铜绿假单胞菌引起的 CAP 纳入标准的老年患者分别为 81 例和 104 例。鼻胃(NG)管喂养(比值比;OR=40.68)、支气管扩张症(B)(OR=4.13)、免疫功能低下(I)(OR=3.76)和其他慢性呼吸系统疾病(r),如肺不张、肺纤维化和肺大疱(OR=2.61)是铜绿假单胞菌感染的特定危险因素。“60-B-r-I-NG”风险评分以 4 个缩写风险变量命名,具有良好的预测能力(AuROC=0.77),并且与真实的铜绿假单胞菌感染的准确性相当或接近(E/O=1)。评分至少为 2 分的人应接受经验性抗假单胞菌药物治疗。

结论

入院前 NG 管喂养、支气管扩张症、免疫抑制、肺不张、肺纤维化和肺大疱是老年人铜绿假单胞菌 CAP 的危险因素。60-B-r-I-NG 可用于预测铜绿假单胞菌感染,具有很高的准确性,与现有的铜绿假单胞菌感染相当或可与之媲美。为了降低死亡率并促进这些药物的合理使用,对于年龄至少 60 岁且评分至少为 2 的患者,可开始使用抗假单胞菌药物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf2f/10585923/ce449e606889/12879_2023_8688_Fig1_HTML.jpg

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