多重液滴数字PCR诊断疑似血流感染的临床评价:一项前瞻性研究。

IF 4.8 2区 医学 Q2 IMMUNOLOGY Frontiers in Cellular and Infection Microbiology Pub Date : 2025-01-16 eCollection Date: 2024-01-01 DOI:10.3389/fcimb.2024.1489792
Yaqin Peng, Ruijie Xie, Yifeng Luo, Penghao Guo, Zhongwen Wu, Yili Chen, Pingjuan Liu, Jiankai Deng, Bin Huang, Kang Liao
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引用次数: 0

摘要

背景:虽然液滴数字PCR (ddPCR)已成为血流感染(bsi)早期病原体检测的一种有前景的工具,但由于不同的ddPCR平台诊断性能差异较大,需要更多的研究来支持其临床应用。此外,仍然缺乏临床数据来揭示ddPCR检测的病原体负荷与相应的bsi之间的关系。方法:在这项前瞻性研究中,173例疑似BSIs患者入组。采用多重ddPCR检测18种病原菌。将ddPCR检测结果与血培养(bc)和临床诊断进行比较。以BC为金标准,采用受者工作特征曲线和Cohen’s kappa协议,探讨病原负荷是否可以预测ddPCR检测到的前5种微生物相应的培养验证BSI。结果:173份血样中BC阳性48例(27.7%),ddPCR阳性92例(53.2%)。与BC相比,ddPCR的总敏感性和特异性分别为81.3%和63.2%。经临床判定,ddPCR的敏感性和特异性分别提高到88.8%和86.0%。ddPCR共检出143种微生物。这些微生物的DNA负荷范围为30.0 ~ 3.2×105 copies/mL(中位数为158.0 copies/mL),其中72.7%(104/143)低于1000 copies/mL。此外,统计分析显示,大肠杆菌(AUC: 0.954, 95% CI: 0.898-1.000, κ=0.731,临界值:93.0 copies/mL)和肺炎克雷伯菌(AUC: 0.994, 95% CI: 0.986-1.000, κ=0.834,临界值:196.5 copies/mL)的DNA负荷是相应bsi的良好预测因子。铜绿假单胞菌(AUC: 0.816, 95% CI: 0.560-1.000, κ=0.167)、鲍曼不动杆菌(AUC: 0.728, 95% CI: 0.195-1.000)和肠球菌(AUC: 0.282, 95% CI: 0.000-0.778)的DNA负荷对相应的培养证实的bsi几乎没有预测价值。结论:我们的研究结果表明,多重ddPCR是一个很有前途的平台,作为传统BC的补充。大肠杆菌和肺炎克雷伯菌的DNA负荷对相应的bsi具有良好的预测价值。需要进一步研究ddPCR对其他微生物的预测潜力。
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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Clinical evaluation of a multiplex droplet digital PCR for diagnosing suspected bloodstream infections: a prospective study.

Background: Though droplet digital PCR (ddPCR) has emerged as a promising tool for early pathogen detection in bloodstream infections (BSIs), more studies are needed to support its clinical application widely due to different ddPCR platforms with discrepant diagnostic performance. Additionally, there is still a lack of clinical data to reveal the association between pathogen loads detected by ddPCR and corresponding BSIs.

Methods: In this prospective study, 173 patients with suspected BSIs were enrolled. A multiplex ddPCR assay was used to detect 18 pathogens. The results of ddPCR testing were evaluated in comparison with blood cultures (BCs) and clinical diagnosis. Taking BC as the gold standard, receiver operating characteristic curve and Cohen's kappa agreement were used to investigate whether the pathogen load could predict a corresponding culture-proven BSI for the top five microorganisms detected by ddPCR.

Results: Of the 173 blood samples collected, BC and ddPCR were positive in 48 (27.7%) and 92 (53.2%) cases, respectively. Compared to BC, the aggregate sensitivity and specificity for ddPCR were 81.3% and 63.2%, respectively. After clinical adjudication, the sensitivity and specificity of ddPCR increased to 88.8% and 86.0%, respectively. There were 143 microorganisms detected by ddPCR. The DNA loads of these microorganisms ranged from 30.0 to 3.2×105 copies/mL (median level: 158.0 copies/mL), 72.7% (104/143) of which were below 1,000 copies/mL. Further, statistical analysis showed the DNA loads of Escherichia coli (AUC: 0.954, 95% CI: 0.898-1.000, κ=0.731, cut-off values: 93.0 copies/mL) and Klebsiella pneumoniae (AUC: 0.994, 95% CI: 0.986-1.000, κ=0.834, cut-off values: 196.5 copies/mL) were excellent predictors for the corresponding BSIs. The DNA loads of Pseudomonas aeruginosa (AUC: 0.816, 95% CI: 0.560-1.000, κ=0.167), Acinetobacter baumannii (AUC: 0.728, 95% CI: 0.195-1.000), and Enterococcus spp. (AUC: 0.282, 95% CI: 0.000-0.778) had little predictive value for the corresponding culture-proven BSIs.

Conclusion: Our results indicate that the multiplex ddPCR is a promising platform as a complementary add-on to conventional BC. The DNA loads of E. coli and K. pneumoniae present excellent predictive value for the corresponding BSIs. Further research is needed to explore the predictive potential of ddPCR for other microorganisms.

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来源期刊
CiteScore
7.90
自引率
7.00%
发文量
1817
审稿时长
14 weeks
期刊介绍: Frontiers in Cellular and Infection Microbiology is a leading specialty journal, publishing rigorously peer-reviewed research across all pathogenic microorganisms and their interaction with their hosts. Chief Editor Yousef Abu Kwaik, University of Louisville is supported by an outstanding Editorial Board of international experts. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. Frontiers in Cellular and Infection Microbiology includes research on bacteria, fungi, parasites, viruses, endosymbionts, prions and all microbial pathogens as well as the microbiota and its effect on health and disease in various hosts. The research approaches include molecular microbiology, cellular microbiology, gene regulation, proteomics, signal transduction, pathogenic evolution, genomics, structural biology, and virulence factors as well as model hosts. Areas of research to counteract infectious agents by the host include the host innate and adaptive immune responses as well as metabolic restrictions to various pathogenic microorganisms, vaccine design and development against various pathogenic microorganisms, and the mechanisms of antibiotic resistance and its countermeasures.
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