Journal
CRITICAL CARE
Volume 26, Issue 1, Pages -Publisher
BMC
DOI: 10.1186/s13054-022-04068-z
Keywords
Ventilator-associated pneumonia; Microbiome; Next-generation sequencing
Categories
Funding
- European Union FP7 Marie Curie Actions, under the Industry-Academia Partnerships and Pathways (IAPP) programme [MC-IAPP BreathDx 611951]
- NIHR Manchester Biochemical Research Centre
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Using 16s rRNA sequencing, we analyzed the airway microbiota of patients with ventilator-associated pneumonia (VAP). We found that patients with positive cultures had dysbiosis and increased relative abundance of pathogenic bacteria. Increased IL-1 beta expression was associated with reduced microbial diversity and presence of pathogenic bacteria. Diagnostic accuracy improved when using pathogen-specific relative abundance thresholds.
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)-1 beta was associated with reduced species evenness (r(s) = - 0.33, p < 0.01) and increased pathogenic bacteria presence (r(s) = 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.
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