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胰腺结石蛋白在预测成人感染患者 ICU 死亡率和感染严重程度方面的鉴别性能:系统评价和个体患者水平荟萃分析。

Discriminative performance of pancreatic stone protein in predicting ICU mortality and infection severity in adult patients with infection: a systematic review and individual patient level meta-analysis.

机构信息

Department of Intensive Care Medicine, INO E-104, Inselspital, Bern University Hospital, University of Bern, CH-3010, Bern, Switzerland.

CTU Bern, University of Bern, Bern, Switzerland.

出版信息

Infection. 2023 Dec;51(6):1797-1807. doi: 10.1007/s15010-023-02093-w. Epub 2023 Sep 14.

Abstract

BACKGROUND

Several studies suggested pancreatic stone protein (PSP) as a promising biomarker to predict mortality among patients with severe infection. The objective of the study was to evaluate the performance of PSP in predicting intensive care unit (ICU) mortality and infection severity among critically ill adults admitted to the hospital for infection.

METHODS

A systematic search across Cochrane Central Register of Controlled Trials and MEDLINE databases (1966 to February 2022) for studies on PSP published in English using 'pancreatic stone protein', 'PSP', 'regenerative protein', 'lithostatin' combined with 'infection' and 'sepsis' found 46 records. The search was restricted to the five trials that measured PSP using the enzyme-linked immunosorbent assay technique (ELISA). We used Bayesian hierarchical regression models for pooled estimates and to predict mortality or disease severity using PSP, C-Reactive Protein (CRP) and procalcitonin (PCT) as main predictor. We used statistical discriminative measures, such as the area under the receiver operating characteristic curve (AUC) and classification plots.

RESULTS

Among the 678 patients included, the pooled ICU mortality was 17.8% (95% prediction interval 4.1% to 54.6%) with a between-study heterogeneity (I-squared 87%). PSP was strongly associated with ICU mortality (OR = 2.7, 95% credible interval (CrI) [1.3-6.0] per one standard deviation increase; age, gender and sepsis severity adjusted OR = 1.5, 95% CrI [0.98-2.8]). The AUC was 0.69 for PSP 95% confidence interval (CI) [0.64-0.74], 0.61 [0.56-0.66] for PCT and 0.52 [0.47-0.57] for CRP. The sensitivity was 0.96, 0.52, 0.30 for risk thresholds 0.1, 0.2 and 0.3; respective false positive rate values were 0.84, 0.25, 0.10.

CONCLUSIONS

We found that PSP showed a very good discriminative ability for both investigated study endpoints ICU mortality and infection severity; better in comparison to CRP, similar to PCT. Combinations of biomarkers did not improve their predictive ability.

摘要

背景

多项研究表明,胰腺石蛋白 (PSP) 是预测严重感染患者死亡率的有前途的生物标志物。本研究的目的是评估 PSP 在预测因感染而住院的危重症成年人入住重症监护病房 (ICU) 死亡率和感染严重程度方面的表现。

方法

使用“pancreatic stone protein”、“PSP”、“regenerative protein”、“lithostatin”与“infection”和“sepsis”组合,对发表在英语中的关于 PSP 的研究进行了系统的 Cochrane 对照试验中心注册库和 MEDLINE 数据库(1966 年至 2022 年 2 月)的检索,共找到 46 条记录。该检索仅限于使用酶联免疫吸附测定技术 (ELISA) 测量 PSP 的五项试验。我们使用贝叶斯层次回归模型进行汇总估计,并使用 PSP、C 反应蛋白 (CRP) 和降钙素原 (PCT) 作为主要预测因子来预测死亡率或疾病严重程度。我们使用统计判别措施,如受试者工作特征曲线下面积 (AUC) 和分类图。

结果

在纳入的 678 名患者中,ICU 死亡率为 17.8%(95%预测区间为 4.1%至 54.6%),存在研究间异质性(I-squared 87%)。PSP 与 ICU 死亡率密切相关(OR=2.7,95%置信区间 (CrI) [1.3-6.0] 每增加一个标准差;年龄、性别和脓毒症严重程度调整后的 OR=1.5,95% CrI [0.98-2.8])。PSP 的 AUC 为 0.69(95%置信区间[0.64-0.74]),PCT 为 0.61(95%置信区间[0.56-0.66]),CRP 为 0.52(95%置信区间[0.47-0.57])。风险阈值为 0.1、0.2 和 0.3 时,PSP 的灵敏度分别为 0.96、0.52 和 0.30,相应的假阳性率分别为 0.84、0.25 和 0.10。

结论

我们发现 PSP 在 ICU 死亡率和感染严重程度这两个研究终点的判别能力都非常好;与 CRP 相比,它的表现更好,与 PCT 相似。生物标志物的组合并没有提高它们的预测能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b42/10665254/0fd16a60e996/15010_2023_2093_Fig1_HTML.jpg

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