Dataset Information

Using the Electronic Nose to Identify Airway Infection during COPD Exacerbations.

ABSTRACT:

Background

The electronic nose (e-nose) detects volatile organic compounds (VOCs) in exhaled air. We hypothesized that the exhaled VOCs print is different in stable vs. exacerbated patients with chronic obstructive pulmonary disease (COPD), particularly if the latter is associated with airway bacterial infection, and that the e-nose can distinguish them.

Methods

Smell-prints of the bacteria most commonly involved in exacerbations of COPD (ECOPD) were identified in vitro. Subsequently, we tested our hypothesis in 93 patients with ECOPD, 19 of them with pneumonia, 50 with stable COPD and 30 healthy controls in a cross-sectional case-controlled study. Secondly, ECOPD patients were re-studied after 2 months if clinically stable. Exhaled air was collected within a Tedlar bag and processed by a Cynarose 320 e-nose. Breath-prints were analyzed by Linear Discriminant Analysis (LDA) with "One Out" technique and Sensor logic Relations (SLR). Sputum samples were collected for culture.

Results

ECOPD with evidence of infection were significantly distinguishable from non-infected ECOPD (p = 0.018), with better accuracy when ECOPD was associated to pneumonia. The same patients with ECOPD were significantly distinguishable from stable COPD during follow-up (p = 0.018), unless the patient was colonized. Additionally, breath-prints from COPD patients were significantly distinguished from healthy controls. Various bacteria species were identified in culture but the e-nose was unable to identify accurately the bacteria smell-print in infected patients.

Conclusion

E-nose can identify ECOPD, especially if associated with airway bacterial infection or pneumonia.

SUBMITTER: Shafiek H

PROVIDER: S-EPMC4564204 | biostudies-literature | 2015

REPOSITORIES: biostudies-literature

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Publications

Using the Electronic Nose to Identify Airway Infection during COPD Exacerbations.

Shafiek Hanaa H Fiorentino Federico F Merino Jose Luis JL López Carla C Oliver Antonio A Segura Jaume J de Paul Ivan I Sibila Oriol O Agustí Alvar A Cosío Borja G BG

PloS one 20150909 9

<h4>Background</h4>The electronic nose (e-nose) detects volatile organic compounds (VOCs) in exhaled air. We hypothesized that the exhaled VOCs print is different in stable vs. exacerbated patients with chronic obstructive pulmonary disease (COPD), particularly if the latter is associated with airway bacterial infection, and that the e-nose can distinguish them.<h4>Methods</h4>Smell-prints of the bacteria most commonly involved in exacerbations of COPD (ECOPD) were identified in vitro. Subsequen ...[more]

PMID: 26353114

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Project description:Differential susceptibility to recurrent infection and exacerbation in COPD is not well understood. Here we investigated the potential impact of genetic variation in Fatty Acid Binding Protein 5 (FABP5), a metabolic regulator we previously demonstrated to be downregulated in COPD and further downregulated in patients reporting one or more exacerbation. Through negative binomial analysis of the COPDGene SNP dataset, we identified 5 novel linked single nucleotide polymorphisms (SNPs) across the FABP5 locus that were significantly associated with severe exacerbations in a Non-Hispanic White cohort (rs4338057, rs12549270, rs202275, rs202277, and rs202279). We integrated multiple sources of previously published data to prioritize SNPs most likely to exert regulatory function. Ultimately, rs202275 emerged as the lead candidate due to unique alignment with the loading site of a bidirectional RNA Pol II signature of active enhancer utilization in our recently published patient-derived airway epithelial PRO-seq dataset, suggesting a critical regulatory role for the region harboring this variant. Using Micro-C genome-wide chromosome conformation capture, we found that the region harboring rs202275 makes three-dimensional physical contacts with the FABP5 transcription start site (TSS), suggesting the SNP region could regulate FABP5 transcription through a looping mechanism. To examine SNP function, we analyzed previously deposited gene-array data (GEO Accession #GSE42057) from peripheral blood mononuclear cell (PBMC) samples and found that COPD patients carrying the rs202275 risk allele (T) express significantly lower levels of FABP5 compared to non-carrier patients. Seahorse real-time mitochondrial respiration assays in freshly isolated PBMCs further revealed disrupted oxidative phosphorylation in cells from patients carrying the rs202275 risk allele. As macrophage polarization from pro-inflammatory toward pro-resolving phenotype is dependent on oxidative metabolism, the functional impact of the rs202275 risk allele and associated reduction in FABP5 transcription may contribute to increased or prolonged systemic inflammation, thereby increasing susceptibility to exacerbation in COPD.

Dataset Information

Using the Electronic Nose to Identify Airway Infection during COPD Exacerbations.

Background

Methods

Results

Conclusion

Publications

Using the Electronic Nose to Identify Airway Infection during COPD Exacerbations.

Similar Datasets

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