Blood Culture Headspace Gas Analysis Enables Early Detection of Escherichia coli Bacteremia in an Animal Model of Sepsis.
Maximilian EulerThorsten PerlIsabell EickelAnna DudakovaEsther Maguilla RosadoCarolin DreesWolfgang VautzJohannes WieditzKonrad MeissnerNils Kunze-SzikszayPublished in: Antibiotics (Basel, Switzerland) (2022)
(1) Background: Automated blood culture headspace analysis for the detection of volatile organic compounds of microbial origin (mVOC) could be a non-invasive method for bedside rapid pathogen identification. We investigated whether analyzing the gaseous headspace of blood culture (BC) bottles through gas chromatography-ion mobility spectrometry (GC-IMS) enables differentiation of infected and non-infected; (2) Methods: BC were gained out of a rabbit model, with sepsis induced by intravenous administration of E. coli (EC group; n = 6) and control group ( n = 6) receiving sterile LB medium intravenously. After 10 h, a pair of blood cultures was obtained and incubated for 36 h. The headspace from aerobic and anaerobic BC was sampled every two hours using an autosampler and analyzed using a GC-IMS device. MALDI-TOF MS was performed to confirm or exclude microbial growth in BCs; (3) Results: Signal intensities (SI) of 113 mVOC peak regions were statistically analyzed. In 24 regions, the SI trends differed between the groups and were considered to be useful for differentiation. The principal component analysis showed differentiation between EC and control group after 6 h, with 62.2% of the data variance described by the principal components 1 and 2. Single peak regions, for example peak region P_15, show significant SI differences after 6 h in the anaerobic environment ( p < 0.001) and after 8 h in the aerobic environment ( p < 0.001); (4) Conclusions: The results are promising and warrant further evaluation in studies with an extended microbial panel and indications concerning its transferability to human samples.
Keyphrases
- gas chromatography
- mass spectrometry
- microbial community
- tandem mass spectrometry
- gas chromatography mass spectrometry
- escherichia coli
- high resolution mass spectrometry
- liquid chromatography
- room temperature
- solid phase extraction
- intensive care unit
- acute kidney injury
- endothelial cells
- machine learning
- high intensity
- electronic health record
- pseudomonas aeruginosa
- loop mediated isothermal amplification
- cystic fibrosis
- deep learning
- low dose
- risk assessment
- biofilm formation
- sewage sludge