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疑似呼吸机相关性肺炎患者肺部微生物组的组成和多样性分析。

Composition and diversity analysis of the lung microbiome in patients with suspected ventilator-associated pneumonia.

机构信息

Department of Respiratory Medicine, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands.

Division of Immunology, Immunity to Infection and Respiratory Medicine, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.

出版信息

Crit Care. 2022 Jul 6;26(1):203. doi: 10.1186/s13054-022-04068-z.

Abstract

BACKGROUND

Ventilator-associated pneumonia (VAP) is associated with high morbidity and health care costs, yet diagnosis remains a challenge. Analysis of airway microbiota by amplicon sequencing provides a possible solution, as pneumonia is characterised by a disruption of the microbiome. However, studies evaluating the diagnostic capabilities of microbiome analysis are limited, with a lack of alignment on possible biomarkers. Using bronchoalveolar lavage fluid (BALF) from ventilated adult patients suspected of VAP, we aimed to explore how key characteristics of the microbiome differ between patients with positive and negative BALF cultures and whether any differences could have a clinically relevant role.

METHODS

BALF from patients suspected of VAP was analysed using 16s rRNA sequencing in order to: (1) differentiate between patients with and without a positive culture; (2) determine if there was any association between microbiome diversity and local inflammatory response; and (3) correctly identify pathogens detected by conventional culture.

RESULTS

Thirty-seven of 90 ICU patients with suspected VAP had positive cultures. Patients with a positive culture had significant microbiome dysbiosis with reduced alpha diversity. However, gross compositional variance was not strongly associated with culture positivity (AUROCC range 0.66-0.71). Patients with a positive culture had a significantly higher relative abundance of pathogenic bacteria compared to those without [0.45 (IQR 0.10-0.84), 0.02 (IQR 0.004-0.09), respectively], and an increased interleukin (IL)-1β was associated with reduced species evenness (r = - 0.33, p < 0.01) and increased pathogenic bacteria presence (r = 0.28, p = 0.013). Untargeted 16s rRNA pathogen detection was limited by false positives, while the use of pathogen-specific relative abundance thresholds showed better diagnostic accuracy (AUROCC range 0.89-0.998).

CONCLUSION

Patients with positive BALF culture had increased dysbiosis and genus dominance. An increased caspase-1-dependent IL-1b expression was associated with a reduced species evenness and increased pathogenic bacterial presence, providing a possible causal link between microbiome dysbiosis and lung injury development in VAP. However, measures of diversity were an unreliable predictor of culture positivity and 16s sequencing used agnostically could not usefully identify pathogens; this could be overcome if pathogen-specific relative abundance thresholds are used.

摘要

背景

呼吸机相关性肺炎(VAP)与高发病率和医疗保健费用相关,但诊断仍然是一个挑战。通过扩增子测序分析气道微生物组提供了一种可能的解决方案,因为肺炎的特征是微生物组的破坏。然而,评估微生物组分析诊断能力的研究有限,并且缺乏关于可能的生物标志物的一致性。使用怀疑患有 VAP 的通气成年患者的支气管肺泡灌洗液(BALF),我们旨在探索微生物组的关键特征在 BALF 培养阳性和阴性患者之间有何不同,以及任何差异是否具有临床相关作用。

方法

使用 16s rRNA 测序分析怀疑患有 VAP 的患者的 BALF,以:(1)区分培养阳性和阴性患者;(2)确定微生物组多样性与局部炎症反应之间是否存在任何关联;(3)正确识别传统培养检测到的病原体。

结果

90 名 ICU 中怀疑患有 VAP 的患者中有 37 名培养阳性。培养阳性患者的微生物组严重失调,α多样性降低。然而,总体组成方差与培养阳性率无强相关性(AUROCC 范围 0.66-0.71)。与培养阴性患者相比,培养阳性患者的致病性细菌相对丰度显著更高[0.45(IQR 0.10-0.84),0.02(IQR 0.004-0.09)],白细胞介素(IL)-1β增加与物种均匀度降低相关(r=-0.33,p<0.01)和致病性细菌存在增加(r=0.28,p=0.013)。非靶向 16s rRNA 病原体检测受到假阳性的限制,而使用病原体特异性相对丰度阈值显示出更好的诊断准确性(AUROCC 范围 0.89-0.998)。

结论

培养阳性 BALF 的患者出现了更多的失调和属优势。增加的半胱天冬酶-1 依赖性 IL-1b 表达与物种均匀度降低和致病性细菌存在增加相关,为微生物组失调与 VAP 中肺损伤发展之间的因果关系提供了可能的证据。然而,多样性测量不能可靠地预测培养阳性,并且盲目使用 16s 测序不能有效地识别病原体;如果使用病原体特异性相对丰度阈值,则可以克服这些问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0379/9261066/9a7f94ba6885/13054_2022_4068_Fig1_HTML.jpg

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