Detection of Pseudomonas aeruginosa in sputum headspace through volatile organic compound analysisReport as inadecuate




Detection of Pseudomonas aeruginosa in sputum headspace through volatile organic compound analysis - Download this document for free, or read online. Document in PDF available to download.

Respiratory Research

, 13:87

First Online: 02 October 2012Received: 18 July 2012Accepted: 27 September 2012

Abstract

IntroductionChronic pulmonary infection is the hallmark of Cystic Fibrosis lung disease. Searching for faster and easier screening may lead to faster diagnosis and treatment of Pseudomonas aeruginosa P. aeruginosa. Our aim was to analyze and build a model to predict the presence of P. aeruginosa in sputa.

MethodsSputa from 28 bronchiectatic patients were used for bacterial culturing and analysis of volatile compounds by gas chromatography–mass spectrometry. Data analysis and model building were done by Partial Least Squares Regression Discriminant analysis PLS-DA. Two analysis were performed: one comparing P. aeruginosa positive with negative cultures at study visit PA model and one comparing chronic colonization according to the Leeds criteria with P. aeruginosa negative patients PACC model.

ResultsThe PA model prediction of P. aeruginosa presence was rather poor, with a high number of false positives and false negatives. On the other hand, the PACC model was stable and explained chronic P. aeruginosa presence for 95% with 4 PLS-DA factors, with a sensitivity of 100%, a positive predictive value of 86% and a negative predictive value of 100%.

ConclusionOur study shows the potential for building a prediction model for the presence of chronic P. aeruginosa based on volatiles from sputum.

KeywordsBronchiectasis Chronic colonization Gas chromatography mass spectrometry Cystic fibrosis Non-cystic fibrosis AbbreviationsCFCystic fibrosis

FEV1Forced expiratory volume in one second

GC-MSGas chromatography – mass spectrometry

IMSIon mobility spectrometry

P. aeruginosaPseudomonas aeruginosa

PACCPseudomonas aeruginosa chronic colonization

PCAPrincipal component analysis

PLS-DAPartial least square discriminant analysis

RIRetention index

RTRetention time

SIFT-MSSelected ion flow tube mass spectrometry

SPMESolid phase micro extraction

VIDVariable identification

VOCsVolatile organic compounds.

Electronic supplementary materialThe online version of this article doi:10.1186-1465-9921-13-87 contains supplementary material, which is available to authorized users.

Download fulltext PDF



Author: Pieter C Goeminne - Thomas Vandendriessche - Johan Van Eldere - Bart M Nicolai - Maarten LATM Hertog - Lieven J Dupont

Source: https://link.springer.com/







Related documents