Analysis of exhaled breath to identify critically ill patients with ventilator-associated pneumonia

被引:12
作者
Felton, T. W. [1 ,2 ]
Ahmed, W. [1 ]
White, I. R. [3 ]
van Oort, P. [4 ]
Rattray, N. J. W. [5 ]
Docherty, C. [6 ]
Bannard-Smith, J. [2 ]
Morton, B. [7 ,8 ]
Welters, I. [7 ,9 ]
McMullan, R. [10 ,11 ]
Roberts, S. A. [12 ]
Goodacre, R. [13 ]
Dark, P. M. [1 ,14 ]
Fowler, S. J. [1 ,15 ]
机构
[1] Univ Manchester, Fac Biol Med & Hlth, Sch Biol Sci, Manchester, England
[2] Manchester Univ Hosp NHS Fdn Trust, Dept Crit Care Med, Manchester, England
[3] Univ Nova Gorica, Lab Environm & Life Sci, Nova Gorica, Slovenia
[4] Acad Med Ctr, Dept Anaesthesiol, Amsterdam, Netherlands
[5] Univ Strathclyde, Strathclyde Inst Pharm & Biomed Sci, Glasgow, Scotland
[6] Liverpool Univ Hosp NHS Fdn Trust, Dept Med, Liverpool, England
[7] Liverpool Univ Hosp NHS Fdn Trust, Liverpool, England
[8] Univ Liverpool Liverpool Sch Trop Med, Liverpool, England
[9] Univ Liverpool, Inst Life Course & Clin Sci, Dept Cardiovasc & Metab Med, Liverpool, England
[10] Belfast Hlth & Social Care Trust, Dept Microbiol, Belfast, North Ireland
[11] Queens Univ Belfast, Wellcome Wolfson Inst Expt Med, Belfast, North Ireland
[12] Univ Manchester, Fac Biol Med & Hlth, Ctr Biostat, Sch Hlth Sci, Manchester, England
[13] Univ Liverpool, Inst Syst Mol & Integrat Biol, Dept Biochem & Syst Biol, Liverpool, England
[14] Northern Care Alliance NHS Grp, Manchester, England
[15] Manchester Univ Hosp NHS Fdn Trust, Dept Resp Med, Manchester, England
关键词
breath; diagnosis; ventilator-associated pneumonia; VOLATILE ORGANIC-COMPOUNDS; SURVEILLANCE; STEWARDSHIP; INFECTION;
D O I
10.1111/anae.15999
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Ventilator-associated pneumonia commonly occurs in critically ill patients. Clinical suspicion results in overuse of antibiotics, which in turn promotes antimicrobial resistance. Detection of volatile organic compounds in the exhaled breath of critically ill patients might allow earlier detection of pneumonia and avoid unnecessary antibiotic prescription. We report a proof of concept study for non-invasive diagnosis of ventilator-associated pneumonia in intensive care (the BRAVo study). Mechanically ventilated critically ill patients commenced on antibiotics for clinical suspicion of ventilator-associated pneumonia were recruited within the first 24 h of treatment. Paired exhaled breath and respiratory tract samples were collected. Exhaled breath was captured on sorbent tubes and then analysed using thermal desorption gas chromatography-mass spectrometry to detect volatile organic compounds. Microbiological culture of a pathogenic bacteria in respiratory tract samples provided confirmation of ventilator-associated pneumonia. Univariable and multivariable analyses of volatile organic compounds were performed to identify potential biomarkers for a 'rule-out' test. Ninety-six participants were enrolled in the trial, with exhaled breath available from 92. Of all compounds tested, the four highest performing candidate biomarkers were benzene, cyclohexanone, pentanol and undecanal with area under the receiver operating characteristic curve ranging from 0.67 to 0.77 and negative predictive values from 85% to 88%. Identified volatile organic compounds in the exhaled breath of mechanically ventilated critically ill patients show promise as a useful non-invasive 'rule-out' test for ventilator-associated pneumonia.
引用
收藏
页码:712 / 721
页数:10
相关论文
共 27 条
  • [1] Methodological considerations for large-scale breath analysis studies: lessons from the U-BIOPRED severe asthma project
    Ahmed, Waqar M.
    Brinkman, Paul
    Weda, Hans
    Knobel, Hugo H.
    Xu, Yun
    Nijsen, Tamara M.
    Goodacre, Royston
    Rattray, Nicholas
    Vink, Teunis J.
    Santonico, Marco
    Pennazza, Giorgio
    Montuschi, Paolo
    Sterk, Peter J.
    Fowler, Stephen J.
    [J]. JOURNAL OF BREATH RESEARCH, 2019, 13 (01)
  • [2] [Anonymous], 2010, RESP CARE, V55, P758
  • [3] Exhaled volatile organic compounds for phenotyping chronic obstructive pulmonary disease: a cross-sectional study
    Basanta, Maria
    Ibrahim, Baharudin
    Dockry, Rachel
    Douce, David
    Morris, Mike
    Singh, Dave
    Woodcock, Ashley
    Fowler, Stephen J.
    [J]. RESPIRATORY RESEARCH, 2012, 13
  • [4] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [5] Bonvento B V, 2019, J Intensive Care Soc, V20, P237, DOI 10.1177/1751143718811113
  • [6] The metabolomics standards initiative (MSI)
    Fiehn, Oliver
    Robertson, Don
    Griffin, Jules
    van der Werf, Mariet
    Nikolau, Basil
    Morrison, Norman
    Sumner, Lloyd W.
    Goodacre, Roy
    Hardy, Nigel W.
    Taylor, Chris
    Fostel, Jennifer
    Kristal, Bruce
    Kaddurah-Daouk, Rima
    Mendes, Pedro
    van Ommen, Ben
    Lindon, John C.
    Sansone, Susanna-Assunta
    [J]. METABOLOMICS, 2007, 3 (03) : 175 - 178
  • [7] Surveillance for lower airway pathogens in mechanically ventilated patients by metabolomic analysis of exhaled breath: a case-control study
    Fowler, Stephen J.
    Basanta-Sanchez, Maria
    Xu, Yun
    Goodacre, Royston
    Dark, Paul M.
    [J]. THORAX, 2015, 70 (04) : 320 - 325
  • [8] Surveillance of microbial resistance in European Intensive Care Units: a first report from the Care-ICU programme for improved infection control
    Hanberger, Hakan
    Arman, Dilek
    Gill, Hans
    Jindrak, Vlastimil
    Kalenic, Smilja
    Kurcz, Andrea
    Licker, Monica
    Naaber, Paul
    Scicluna, Elizabeth A.
    Vanis, Vaclav
    Walther, Sten M.
    [J]. INTENSIVE CARE MEDICINE, 2009, 35 (01) : 91 - 100
  • [9] Biomarker-guided antibiotic stewardship in suspected ventilator-associated pneumonia (VAPrapid2): a randomised controlled trial and process evaluation
    Hellyer, Thomas P.
    McAuley, Daniel F.
    Walsh, Timothy S.
    Anderson, Niall
    Morris, Andrew Conway
    Singh, Suveer
    Dark, Paul
    Roy, Alistair, I
    Perkins, Gavin D.
    McMullan, Ronan
    Emerson, Lydia M.
    Blackwood, Bronagh
    Wright, Stephen E.
    Kefala, Kallirroi
    O'Kane, Cecilia M.
    Baudouin, Simon, V
    Paterson, Ross L.
    Rostron, Anthony J.
    Agus, Ashley
    Bannard-Smith, Jonathan
    Robin, Nicole M.
    Welters, Ingeborg D.
    Bassford, Christopher
    Yates, Bryan
    Spencer, Craig
    Laha, Shondipon K.
    Hulme, Jonathan
    Bonner, Stephen
    Linnett, Vanessa
    Sonksen, Julian
    Van Den Broeck, Tina
    Boschman, Gert
    Keenan, D. W. James
    Scott, Jonathan
    Allen, A. Joy
    Phair, Glenn
    Parker, Jennie
    Bowett, Susan A.
    Simpson, A. John
    [J]. LANCET RESPIRATORY MEDICINE, 2020, 8 (02) : 182 - 191
  • [10] Diagnostic accuracy of pulmonary host inflammatory mediators in the exclusion of ventilator-acquired pneumonia
    Hellyer, Thomas P.
    Morris, Andrew Conway
    McAuley, Daniel F.
    Walsh, Timothy S.
    Anderson, Niall H.
    Singh, Suveer
    Dark, Paul
    Roy, Alistair I.
    Baudouin, Simon V.
    Wright, Stephen E.
    Perkins, Gavin D.
    Kefala, Kallirroi
    Jeffels, Melinda
    McMullan, Ronan
    O'Kane, Cecilia M.
    Spencer, Craig
    Laha, Shondipon
    Robin, Nicole
    Gossain, Savita
    Gould, Kate
    Ruchaud-Sparagano, Marie-Helene
    Scott, Jonathan
    Browne, Emma M.
    MacFarlane, James G.
    Wiscombe, Sarah
    Widdrington, John D.
    Dimmick, Ian
    Laurenson, Ian F.
    Nauwelaers, Frans
    Simpson, A. John
    [J]. THORAX, 2015, 70 (01) : 41 - 47