Tan Jiayu, Huang Xiang, Wu Minzhi, Yang Bo, Luo Zhengchao, Li Jingshan, Zhong Yuanfang, Liang Zhenpeng
Central ICU, Zhongshan Boai Hospital Affiliated to Southern Medical University, Zhongshan 528403, Guangdong, China. Corresponding author: Huang Xiang, Email:
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2020 Sep;32(9):1067-1073. doi: 10.3760/cma.j.cn121430-20200102-00052.
Serum soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) is a useful biomarker of bacterial infection. However, the diagnostic value of sTREM-1 of alveolar fluid in pulmonary infection is still unclear. This article aimed to explore the value of sTREM-1 of alveolar fluid in the early diagnosis of ventilator-associated pneumonia (VAP) by systematic review of relevant literatures.
CNKI, Wanfang, VIP, PubMed/Medline and Embase databases were retrieved. Articles on diagnosis of VAP by sTREM-1 before June 30, 2019 were collected. QUADAS-2 scale provided by Cochrane Collaboration Network was used to evaluate the quality of diagnostic experiments. RevMan 5.3 and Stata 13.0 software were used to complete Meta-analysis. The levels of sTREM-1 between VAP and non-VAP patients were analyzed by Meta-analysis, and then diagnostic test Meta-analysis was conducted. Heterogeneity, sensitivity and publication bias were analyzed.
A total of 24 articles were enrolled. QUADAS-2 scale indicated that the selected literature had low bias and high clinical adaptability. (1) In Meta-analysis of sTREM-1 level in alveolar fluid, 20 articles were selected and found to have high heterogeneity (I = 94.4%, P = 0.000). The random effects models were used for Meta-analysis. It was indicated that the sTREM-1 level in alveolar fluid of VAP group was significantly higher than that of non-VAP group with significant difference [standardized mean difference (SMD) was 1.47, 95% confidence interval (95%CI) was 1.00-1.95, Z = 6.14, P = 0.000]. By subgroup analysis and Meta-regression analysis, no source of heterogeneity was found. Sensitivity analysis suggested that the results of this Meta-analysis were robust and credible, and Begg funnel plot analysis showed that there was no significant publication bias (Z = 1.46, P = 0.143). (2) A total of 18 articles were included in the Meta-analysis of diagnostic experiments. Deek funnel plot showed publication bias (P = 0.012). The combined sensitivity was 0.87 (95%CI was 0.81-0.91), specificity was 0.80 (95%CI was 0.73-0.86), and diagnostic odds ratio (DOR) was 26 (95%CI was 13-50). Subgroup analysis of three different sources of alveolar fluid (bronchoalveolar lavage fluid, endotracheal aspiration fluid and exhaled ventilator condensate) showed that STREM-1 had a certain value in early diagnosis of VAP. The I of combined DOR was 35.4%, and I of sensitivity was 79.46%, I of specificity was 77.61%, suggesting heterogeneity in the selected literature. Subgroup analysis found that nationality, subject design, sample source, sample size and diagnostic "gold criteria" were related to heterogeneity, but not age. The area under synthetic receiver operating characteristic (SROC) curve (AUC) was 0.90 (95%CI was 0.87-0.92).
The detection of sTREM-1 level in alveolar fluid can be used for the early diagnosis of VAP with high sensitivity and specificity. If combined with other biomarkers, it may have more diagnostic value.
血清髓系细胞触发受体-1(sTREM-1)是细菌感染的一种有用生物标志物。然而,肺泡液中sTREM-1在肺部感染中的诊断价值仍不明确。本文旨在通过系统评价相关文献,探讨肺泡液中sTREM-1在呼吸机相关性肺炎(VAP)早期诊断中的价值。
检索中国知网、万方、维普、PubMed/Medline和Embase数据库。收集2019年6月30日前关于sTREM-1诊断VAP的文章。采用Cochrane协作网提供的QUADAS-2量表评估诊断试验的质量。使用RevMan 5.3和Stata 13.0软件完成Meta分析。通过Meta分析比较VAP患者和非VAP患者的sTREM-1水平,然后进行诊断试验Meta分析。分析异质性、敏感性和发表偏倚。
共纳入24篇文章。QUADAS-2量表显示所选文献偏倚低、临床适应性高。(1)在肺泡液中sTREM-1水平的Meta分析中,选取20篇文章,发现异质性高(I² = 94.4%,P = 0.000)。采用随机效应模型进行Meta分析。结果表明,VAP组肺泡液中sTREM-1水平显著高于非VAP组,差异有统计学意义[标准化均数差(SMD)为1.47,95%置信区间(95%CI)为1.00 - 1.95,Z = 6.14,P = 0.000]。通过亚组分析和Meta回归分析,未发现异质性来源。敏感性分析表明,该Meta分析结果稳健可靠,Begg漏斗图分析显示无明显发表偏倚(Z = 1.46,P = 0.143)。(2)诊断试验的Meta分析共纳入18篇文章。Deek漏斗图显示存在发表偏倚(P = 0.012)。合并敏感性为0.87(95%CI为0.81 - 0.91),特异性为0.80(95%CI为0.73 - 0.86),诊断比值比(DOR)为26(95%CI为13 - 50)。对三种不同来源的肺泡液(支气管肺泡灌洗液、气管内吸出物和呼出的呼吸机冷凝液)进行亚组分析,结果显示STREM-1在VAP早期诊断中有一定价值。合并DOR的I²为35.4%,敏感性的I²为79.46%,特异性的I²为77.61%,提示所选文献存在异质性。亚组分析发现,国籍、研究设计、样本来源、样本量和诊断“金标准”与异质性有关,但年龄无关。综合受试者工作特征(SROC)曲线下面积(AUC)为0.90(95%CI为0.87 - 0.92)。
检测肺泡液中sTREM-1水平可用于VAP的早期诊断,具有较高敏感性和特异性。若与其他生物标志物联合使用,可能具有更大的诊断价值。