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开发一种临床风险评分,用于预测住院患者中肺孢子菌肺炎的发生。

Development of a clinical risk score for the prediction of Pneumocystis jirovecii pneumonia in hospitalised patients.

机构信息

Department of Medicine, McGill University, Montreal, QC, Canada.

Division of Infectious Diseases, McGill University Health Centre, Montreal, QC, Canada.

出版信息

BMC Infect Dis. 2024 Sep 27;24(1):1032. doi: 10.1186/s12879-024-09957-y.

Abstract

BACKGROUND

The performance and availability of invasive and non-invasive investigations for the diagnosis of Pneumocystis jirovecii pneumonia (PCP) vary across clinical settings. Estimating the pre-test probability of PCP is essential to the optimal selection and interpretation of diagnostic tests, such as the 1,3-β-D-glucan assay (BDG), for the prioritization of bronchoscopy, and to guide empiric treatment decisions. We aimed to develop a multivariable risk score to estimate the pre-test probability of PCP.

METHODS

The score was developed from a cohort of 626 individuals who underwent bronchoscopy for the purposes of identifying PCP in a Canadian tertiary-care centre, between 2015 and 2018. We conducted a nested case-control study of 57 cases and 228 unmatched controls. Demographic, clinical, laboratory, and radiological data were included in a multivariable logistic regression model to estimate adjusted odds ratios for PCP diagnosis. A clinical risk score was derived from the multivariable model and discrimination was assessed by estimating the score's receiver operating characteristic curve.

RESULTS

Participants had a median age of 60 years (interquartile range [IQR] 49-68) and 115 (40%) were female; 40 (14%) had HIV and 49 (17%) had a solid organ transplant (SOT). The risk score included prior SOT or HIV with CD4 ≤ 200/µL (+ 2), serum lactate dehydrogenase ≥ 265.5 IU/mL (+ 2), radiological pattern typical of PCP on chest x-ray (+ 2) or CT scan (+ 2.5), and PCP prophylaxis with trimethoprim-sulfamethoxazole (-3) or other antimicrobials (-2). The median score was 4 points (IQR, 2-4.5) corresponding to a 28% probability of PCP. The risk prediction model had good discrimination with a c-statistic of 0.79 (0.71-0.84). Given the operating characteristics of the BDG assay, scores ≤ 3 in patients without HIV, and ≤ 5.5 in those with HIV, paired with a negative BDG, would be expected to rule out PCP with 95% certainty.

CONCLUSION

We propose the PCP Score to estimate pre-test probability of PCP. Once validated, it should help clinicians determine which patients to refer for invasive investigations, when to rely on serological testing, and in whom to consider pre-emptive treatment.

摘要

背景

侵袭性和非侵袭性检查在诊断卡氏肺孢子菌肺炎(PCP)中的表现和可用性因临床环境而异。估计 PCP 的术前概率对于最佳选择和解释诊断测试至关重要,例如 1,3-β-D-葡聚糖检测(BDG),以便优先进行支气管镜检查,并指导经验性治疗决策。我们旨在开发一个多变量风险评分来估计 PCP 的术前概率。

方法

该评分是从 2015 年至 2018 年期间在加拿大一家三级保健中心接受支气管镜检查以确定 PCP 的 626 名个体的队列中开发的。我们对 57 例病例和 228 例未匹配的对照进行了嵌套病例对照研究。将人口统计学、临床、实验室和影像学数据纳入多变量逻辑回归模型,以估计 PCP 诊断的调整比值比。从多变量模型中得出临床风险评分,并通过估计评分的接收者操作特征曲线来评估其区分度。

结果

参与者的中位年龄为 60 岁(四分位距 [IQR] 49-68),115 人(40%)为女性;40 人(14%)患有 HIV,49 人(17%)有实体器官移植(SOT)。风险评分包括先前的 SOT 或 HIV 合并 CD4≤200/µL(+2)、血清乳酸脱氢酶≥265.5IU/mL(+2)、胸部 X 线或 CT 扫描上具有典型的 PCP 放射学模式(+2.5)、以及使用甲氧苄啶-磺胺甲恶唑(-3)或其他抗生素(-2)进行 PCP 预防。中位数评分为 4 分(IQR,2-4.5),对应 PCP 的概率为 28%。风险预测模型具有良好的区分度,C 统计量为 0.79(0.71-0.84)。鉴于 BDG 检测的操作特征,如果没有 HIV 的患者评分≤3,而 HIV 患者评分≤5.5,并与阴性 BDG 配对,则预计可 95%确定排除 PCP。

结论

我们提出了 PCP 评分来估计 PCP 的术前概率。一旦得到验证,它应该有助于临床医生确定哪些患者需要进行侵袭性检查,何时依赖血清学检测,以及在哪些患者中考虑预防性治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e93f/11429489/a91b7efd1904/12879_2024_9957_Fig1_HTML.jpg

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