Analysis of exhaled breath fingerprints and volatile organic compounds in COPD

Background Exhaled air contains many volatile organic compounds (VOCs) produced during human metabolic processes, in both healthy and pathological conditions. Analysis of breath allows studying the modifications of the profile of the exhaled VOCs due to different disease states, including chronic ob...

Full description

Saved in:
Bibliographic Details
Published inCOPD research and practice Vol. 1; no. 1
Main Authors Cazzola, Mario, Segreti, Andrea, Capuano, Rosamaria, Bergamini, Alberto, Martinelli, Eugenio, Calzetta, Luigino, Rogliani, Paola, Ciaprini, Chiara, Ora, Josuel, Paolesse, Roberto, Di Natale, Corrado, D’Amico, Arnaldo
Format Journal Article
LanguageEnglish
Published London BioMed Central 06.10.2015
Subjects
Online AccessGet full text
ISSN2054-9040
2054-9040
DOI10.1186/s40749-015-0010-1

Cover

Loading…
Abstract Background Exhaled air contains many volatile organic compounds (VOCs) produced during human metabolic processes, in both healthy and pathological conditions. Analysis of breath allows studying the modifications of the profile of the exhaled VOCs due to different disease states, including chronic obstructive pulmonary disease (COPD). The early diagnosis of COPD is complicated and the identification of specific metabolic profiles of exhaled air may provide useful indication to better identify the disease. The aim of our study was to characterize the specific exhaled VOCs by means of the electronic nose and by solid phase micro-extraction associated to gas chromatography–mass spectrometry (SPME GC-MS). Methods Exhaled air was collected and measured in 34 subjects, 7 healthy and 27 former smokers affected by COPD (GOLD 1–4). Results The signals of the electronic nose sensors were higher in COPD patients with respect to controls, and allowed to accurately classify the studied subjects in healthy or COPD. GC-MS analysis identified 37 VOCs, nine of which were significantly correlated with COPD. In particular the concentration of two of these were positively correlated whereas seven were negatively correlated with COPD. The partial least squares discriminant analysis (PLS-DA) carried out with these nine VOCs produced a significant predictive model of disease. Conclusions This study shows that COPD patients exhibit qualitative and quantitative differences in the chemical compositions of exhale. These differences are detectable both by the GC-MS and the six-sensor e-nose. The use of electronic nose may represent a suitable, non-invasive diagnostic tool for characterization of COPD.
AbstractList Background Exhaled air contains many volatile organic compounds (VOCs) produced during human metabolic processes, in both healthy and pathological conditions. Analysis of breath allows studying the modifications of the profile of the exhaled VOCs due to different disease states, including chronic obstructive pulmonary disease (COPD). The early diagnosis of COPD is complicated and the identification of specific metabolic profiles of exhaled air may provide useful indication to better identify the disease. The aim of our study was to characterize the specific exhaled VOCs by means of the electronic nose and by solid phase micro-extraction associated to gas chromatography–mass spectrometry (SPME GC-MS). Methods Exhaled air was collected and measured in 34 subjects, 7 healthy and 27 former smokers affected by COPD (GOLD 1–4). Results The signals of the electronic nose sensors were higher in COPD patients with respect to controls, and allowed to accurately classify the studied subjects in healthy or COPD. GC-MS analysis identified 37 VOCs, nine of which were significantly correlated with COPD. In particular the concentration of two of these were positively correlated whereas seven were negatively correlated with COPD. The partial least squares discriminant analysis (PLS-DA) carried out with these nine VOCs produced a significant predictive model of disease. Conclusions This study shows that COPD patients exhibit qualitative and quantitative differences in the chemical compositions of exhale. These differences are detectable both by the GC-MS and the six-sensor e-nose. The use of electronic nose may represent a suitable, non-invasive diagnostic tool for characterization of COPD.
ArticleNumber 7
Author Cazzola, Mario
Paolesse, Roberto
Capuano, Rosamaria
Bergamini, Alberto
Calzetta, Luigino
Segreti, Andrea
Martinelli, Eugenio
Di Natale, Corrado
Rogliani, Paola
Ora, Josuel
Ciaprini, Chiara
D’Amico, Arnaldo
Author_xml – sequence: 1
  givenname: Mario
  surname: Cazzola
  fullname: Cazzola, Mario
  organization: Department of System Medicine, University of Rome Tor Vergata
– sequence: 2
  givenname: Andrea
  surname: Segreti
  fullname: Segreti, Andrea
  organization: Department of System Medicine, University of Rome Tor Vergata
– sequence: 3
  givenname: Rosamaria
  surname: Capuano
  fullname: Capuano, Rosamaria
  organization: Department of Electronic Engineering, University of Rome Tor Vergata
– sequence: 4
  givenname: Alberto
  surname: Bergamini
  fullname: Bergamini, Alberto
  organization: Department of System Medicine, University of Rome Tor Vergata
– sequence: 5
  givenname: Eugenio
  surname: Martinelli
  fullname: Martinelli, Eugenio
  organization: Department of Electronic Engineering, University of Rome Tor Vergata
– sequence: 6
  givenname: Luigino
  surname: Calzetta
  fullname: Calzetta, Luigino
  organization: Department of System Medicine, University of Rome Tor Vergata
– sequence: 7
  givenname: Paola
  surname: Rogliani
  fullname: Rogliani, Paola
  organization: Department of System Medicine, University of Rome Tor Vergata
– sequence: 8
  givenname: Chiara
  surname: Ciaprini
  fullname: Ciaprini, Chiara
  organization: Department of System Medicine, University of Rome Tor Vergata
– sequence: 9
  givenname: Josuel
  surname: Ora
  fullname: Ora, Josuel
  email: josuel78@gmail.com
  organization: Department of System Medicine, University of Rome Tor Vergata
– sequence: 10
  givenname: Roberto
  surname: Paolesse
  fullname: Paolesse, Roberto
  organization: Department of Chemical Science and Technology, University of Rome Tor Vergata
– sequence: 11
  givenname: Corrado
  surname: Di Natale
  fullname: Di Natale, Corrado
  organization: Department of Electronic Engineering, University of Rome Tor Vergata
– sequence: 12
  givenname: Arnaldo
  surname: D’Amico
  fullname: D’Amico, Arnaldo
  organization: Department of Electronic Engineering, University of Rome Tor Vergata
BookMark eNp90M1uAiEQwHHS2KTW-gC98QLbDiwuu0djPxNTe2jPZARWMSsYWJv69sXYQ9ODJzjwJzO_azLwwVtCbhncMVZX90mAFE0BbFIAMCjYBRlymIiiAQGDP_crMk5pA_lRw0FwPiRvU4_dIblEQ0vt9xo7a-gyWuzXtHV-ZeMuOt8nit7Qr9Bh7zpLQ1yhd5rqsN2FvTeJOk9ni_eHG3LZYpfs-Pcckc-nx4_ZSzFfPL_OpvNCc1GxojFSWGbRGtGUUpe6lXVVaw6GW9BQIZeAmnEhjOQcDZQ11hNeI0KrcWnLEZGnf3UMKUXbKu36PFvwfUTXKQbqKKNOMirLqKOMYrlk_8q84Bbj4WzDT006YmQTtQn7mOHSmegHlEh31w
CitedBy_id crossref_primary_10_4155_bio_2017_0137
crossref_primary_10_1016_j_arbres_2022_12_018
crossref_primary_10_2174_1573411017999201125203955
crossref_primary_10_1088_1752_7155_10_3_034002
crossref_primary_10_1016_j_jpba_2020_113473
crossref_primary_10_1183_23120541_00030_2021
crossref_primary_10_1016_j_jveb_2024_07_002
crossref_primary_10_1038_s41598_021_80970_w
crossref_primary_10_1183_23120541_00119_2020
crossref_primary_10_3390_coatings14091214
crossref_primary_10_2459_JCM_0000000000001032
crossref_primary_10_1016_j_imed_2024_09_004
crossref_primary_10_1183_23120541_00139_2021
crossref_primary_10_1021_acs_chemrev_9b00005
crossref_primary_10_1002_jssc_201900769
crossref_primary_10_1016_j_saa_2024_125332
crossref_primary_10_31857_S0044450223090050
crossref_primary_10_3390_molecules26061789
crossref_primary_10_3390_s23229271
crossref_primary_10_1183_23120541_00143_2023
crossref_primary_10_1186_s12931_021_01835_4
crossref_primary_10_1088_1752_7155_10_1_016007
crossref_primary_10_1016_j_cca_2021_03_016
crossref_primary_10_1016_j_compbiomed_2022_105913
crossref_primary_10_1021_acsomega_4c10008
crossref_primary_10_3390_s20030653
crossref_primary_10_1016_j_snb_2021_130127
crossref_primary_10_1183_23120541_00180_2023
crossref_primary_10_1016_j_cca_2023_117692
crossref_primary_10_3389_fmolb_2023_1295955
crossref_primary_10_1088_1752_7163_ad53f8
crossref_primary_10_1080_10408363_2024_2387038
crossref_primary_10_3390_bios11090337
crossref_primary_10_3390_metabo12070621
crossref_primary_10_1134_S1061934823090058
crossref_primary_10_1183_16000617_0011_2019
crossref_primary_10_3390_s16070947
crossref_primary_10_1016_j_rmed_2020_105901
Cites_doi 10.1186/1465-9921-13-117
10.1378/chest.12-2664
10.1038/nnano.2009.235
10.1016/j.lungcan.2008.08.008
10.1088/1752-7155/2/4/046006
10.1016/j.taap.2009.10.022
10.1016/j.lungcan.2009.11.003
10.1016/j.envint.2005.04.003
10.1183/09031936.06.00085105
10.1016/j.aca.2014.03.014
10.1021/ac960749l
10.1016/j.pupt.2010.05.001
10.1378/chest.09-1836
10.1159/000340044
10.1186/1465-9921-6-71
10.1016/j.rmed.2009.10.018
10.1088/0967-3334/27/4/001
10.1016/S0956-5663(03)00086-1
10.1016/j.taap.2003.08.005
10.1088/1752-7155/8/1/014001
10.1183/09031936.04.00014304
10.1016/j.cgh.2013.08.048
10.1183/09031936.05.00035005
10.1186/1741-7015-11-181
10.1088/1752-7155/2/4/046001
10.1146/annurev-bioeng-071910-124633
10.1164/rccm.200906-0939OC
10.1002/cncr.22844
10.7326/0003-4819-138-1-200301070-00012-w1
10.1016/j.cca.2008.02.021
10.1186/1465-9921-13-72
10.1016/j.resp.2013.02.016
10.1016/j.scitotenv.2007.04.022
10.1016/j.coph.2012.01.015
10.1183/09031936.05.00034805
10.1007/s11306-007-0099-6
10.1016/S0140-6736(09)61298-8
10.3109/10715769809065796
10.1371/journal.pone.0045396
10.1056/NEJMoa0909883
10.1111/resp.12388
10.1016/S0895-4356(03)00206-3
10.1016/j.snb.2011.02.034
10.1007/BF02087774
10.1016/j.jaci.2007.05.043
10.1136/bmj.330.7493.724
10.1016/j.chroma.2012.07.023
10.1002/em.2860050313
10.1097/00007890-199808150-00014
ContentType Journal Article
Copyright Cazzola et al. 2015
Copyright_xml – notice: Cazzola et al. 2015
DBID C6C
AAYXX
CITATION
DOI 10.1186/s40749-015-0010-1
DatabaseName Springer Nature OA Free Journals
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 2054-9040
ExternalDocumentID 10_1186_s40749_015_0010_1
GroupedDBID 5VS
ACGFS
ADBBV
ADUKV
AHBYD
AHSBF
AHYZX
ALMA_UNASSIGNED_HOLDINGS
AMKLP
ASPBG
BFQNJ
BMC
C6C
EBS
H13
KQ8
M~E
OK1
RSV
SOJ
AAYXX
CITATION
ID FETCH-LOGICAL-c2461-9d74e1eaed4937c3cf7868c20d2e0c06a270ac1244d722ad038a8528aa0fcabe3
IEDL.DBID C6C
ISSN 2054-9040
IngestDate Tue Jul 01 01:58:39 EDT 2025
Thu Apr 24 23:10:08 EDT 2025
Sat Sep 06 07:24:03 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Gas chromatography–mass spectrometry (GC-MS)
Volatile organic compounds (VOCs)
Electronic nose
COPD
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2461-9d74e1eaed4937c3cf7868c20d2e0c06a270ac1244d722ad038a8528aa0fcabe3
OpenAccessLink https://doi.org/10.1186/s40749-015-0010-1
ParticipantIDs crossref_citationtrail_10_1186_s40749_015_0010_1
crossref_primary_10_1186_s40749_015_0010_1
springer_journals_10_1186_s40749_015_0010_1
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20151006
PublicationDateYYYYMMDD 2015-10-06
PublicationDate_xml – month: 10
  year: 2015
  text: 20151006
  day: 6
PublicationDecade 2010
PublicationPlace London
PublicationPlace_xml – name: London
PublicationTitle COPD research and practice
PublicationTitleAbbrev COPD Res Pract
PublicationYear 2015
Publisher BioMed Central
Publisher_xml – name: BioMed Central
References P Montuschi (10_CR17) 2013; 85
J Beauchamp (10_CR22) 2008; 2
JJ Berkel Van (10_CR32) 2010; 104
PM Bossuyt (10_CR28) 2003; 138
M Basanta (10_CR6) 2012; 13
H Yao (10_CR11) 2011; 254
N Fens (10_CR50) 2009; 180
S Dragonieri (10_CR49) 2007; 120
S Dragonieri (10_CR13) 2010; 64
C Turner (10_CR48) 2006; 27
A D’Amico (10_CR12) 2010; 68
BR Celli (10_CR19) 2004; 23
PA Kirkham (10_CR9) 2013; 144
IA Hanouneh (10_CR47) 2014; 12
JA Westerhuis (10_CR26) 2008; 4
S Stitzel (10_CR16) 2011; 13
M Caldeira (10_CR33) 2012; 1254
C Gluud (10_CR29) 2005; 330
KD Kant van de (10_CR4) 2012; 13
C Natale Di (10_CR23) 2003; 18
JA Wedzicha (10_CR36) 2013; 11
P Montuschi (10_CR24) 2010; 137
D Poli (10_CR31) 2005; 6
JR Hurst (10_CR35) 2010; 363
J Wanger (10_CR21) 2005; 26
YC Chien (10_CR43) 2007; 382
I Rahman (10_CR10) 2012; 12
MI Friedman (10_CR37) 1994; 39
X Chen (10_CR34) 2007; 110
RA Incalzi (10_CR30) 2012; 10
T Ligor (10_CR38) 2008; 2
L Ernstgard (10_CR45) 2003; 193
AM Malkinson (10_CR41) 1983; 5
C Natale Di (10_CR15) 2014; 824
A Mazzatenta (10_CR8) 2013; 187
JA Knottnerus (10_CR27) 2003; 56
M Phillips (10_CR46) 2008; 393
G Peng (10_CR44) 2009; 4
NG Csikesz (10_CR2) 2014; 9
JM Gutteridge (10_CR5) 1998; 28
LM Hulten (10_CR40) 1998; 66
M Cazzola (10_CR14) 2010; 23
E Martinelli (10_CR25) 2011; 156
B Lacy Costello de (10_CR7) 2014; 8
10_CR1
C Grote (10_CR18) 1997; 69
MR Miller (10_CR20) 2005; 26
A Nilsson (10_CR42) 2005; 31
M Decramer (10_CR3) 2009; 374
M Barker (10_CR39) 2006; 27
References_xml – volume: 13
  start-page: 117
  year: 2012
  ident: 10_CR4
  publication-title: Respir Res
  doi: 10.1186/1465-9921-13-117
– volume: 144
  start-page: 266
  year: 2013
  ident: 10_CR9
  publication-title: Chest
  doi: 10.1378/chest.12-2664
– volume: 4
  start-page: 669
  year: 2009
  ident: 10_CR44
  publication-title: Nat Nanotechnol
  doi: 10.1038/nnano.2009.235
– volume: 64
  start-page: 166
  year: 2010
  ident: 10_CR13
  publication-title: Lung Cancer
  doi: 10.1016/j.lungcan.2008.08.008
– volume: 2
  start-page: 046006
  year: 2008
  ident: 10_CR38
  publication-title: J Breath Res
  doi: 10.1088/1752-7155/2/4/046006
– volume: 9
  start-page: 277
  year: 2014
  ident: 10_CR2
  publication-title: Int J Chron Obstruct Pulmon Dis
– volume: 254
  start-page: 72
  year: 2011
  ident: 10_CR11
  publication-title: Toxicol Appl Pharmacol
  doi: 10.1016/j.taap.2009.10.022
– volume: 68
  start-page: 170
  year: 2010
  ident: 10_CR12
  publication-title: Lung Cancer
  doi: 10.1016/j.lungcan.2009.11.003
– volume: 31
  start-page: 1141
  year: 2005
  ident: 10_CR42
  publication-title: Environ Int
  doi: 10.1016/j.envint.2005.04.003
– volume: 27
  start-page: 929
  year: 2006
  ident: 10_CR39
  publication-title: Eur Respir J
  doi: 10.1183/09031936.06.00085105
– volume: 824
  start-page: 1
  year: 2014
  ident: 10_CR15
  publication-title: Anal Chim Acta
  doi: 10.1016/j.aca.2014.03.014
– volume: 69
  start-page: 587
  year: 1997
  ident: 10_CR18
  publication-title: Anal Chem
  doi: 10.1021/ac960749l
– volume: 23
  start-page: 493
  year: 2010
  ident: 10_CR14
  publication-title: Pulm Pharmacol Ther
  doi: 10.1016/j.pupt.2010.05.001
– volume: 137
  start-page: 790
  year: 2010
  ident: 10_CR24
  publication-title: Chest
  doi: 10.1378/chest.09-1836
– volume: 85
  start-page: 72
  year: 2013
  ident: 10_CR17
  publication-title: Respiration
  doi: 10.1159/000340044
– volume: 6
  start-page: 71
  year: 2005
  ident: 10_CR31
  publication-title: Respir Res
  doi: 10.1186/1465-9921-6-71
– volume: 104
  start-page: 557
  year: 2010
  ident: 10_CR32
  publication-title: Respir Med
  doi: 10.1016/j.rmed.2009.10.018
– volume: 27
  start-page: 321
  year: 2006
  ident: 10_CR48
  publication-title: Physiol Meas
  doi: 10.1088/0967-3334/27/4/001
– volume: 18
  start-page: 1209
  year: 2003
  ident: 10_CR23
  publication-title: Biosensors Bioelectronics
  doi: 10.1016/S0956-5663(03)00086-1
– volume: 193
  start-page: 158
  year: 2003
  ident: 10_CR45
  publication-title: Toxicol Appl Pharmacol
  doi: 10.1016/j.taap.2003.08.005
– volume: 8
  start-page: 014001
  year: 2014
  ident: 10_CR7
  publication-title: J Breath Res
  doi: 10.1088/1752-7155/8/1/014001
– volume: 23
  start-page: 932
  year: 2004
  ident: 10_CR19
  publication-title: Eur Respir J
  doi: 10.1183/09031936.04.00014304
– volume: 12
  start-page: 516
  year: 2014
  ident: 10_CR47
  publication-title: Clin Gastroenterol Hepatol
  doi: 10.1016/j.cgh.2013.08.048
– volume: 26
  start-page: 511
  year: 2005
  ident: 10_CR21
  publication-title: Eur Respir J
  doi: 10.1183/09031936.05.00035005
– volume: 11
  start-page: 181
  year: 2013
  ident: 10_CR36
  publication-title: BMC Med
  doi: 10.1186/1741-7015-11-181
– volume: 2
  start-page: 046001
  year: 2008
  ident: 10_CR22
  publication-title: J Breath Res
  doi: 10.1088/1752-7155/2/4/046001
– volume: 13
  start-page: 1
  year: 2011
  ident: 10_CR16
  publication-title: Ann Rev Biomed Eng
  doi: 10.1146/annurev-bioeng-071910-124633
– volume: 180
  start-page: 1076
  year: 2009
  ident: 10_CR50
  publication-title: Am J Respir Crit Care Med
  doi: 10.1164/rccm.200906-0939OC
– volume: 110
  start-page: 835
  year: 2007
  ident: 10_CR34
  publication-title: Cancer
  doi: 10.1002/cncr.22844
– volume: 138
  start-page: W1
  year: 2003
  ident: 10_CR28
  publication-title: Ann Intern Med
  doi: 10.7326/0003-4819-138-1-200301070-00012-w1
– volume: 393
  start-page: 76
  year: 2008
  ident: 10_CR46
  publication-title: Clin Chim Acta
  doi: 10.1016/j.cca.2008.02.021
– volume: 13
  start-page: 72
  year: 2012
  ident: 10_CR6
  publication-title: Respir Res
  doi: 10.1186/1465-9921-13-72
– volume: 187
  start-page: 128
  year: 2013
  ident: 10_CR8
  publication-title: Respir Physiol Neurobiol
  doi: 10.1016/j.resp.2013.02.016
– volume: 382
  start-page: 228
  year: 2007
  ident: 10_CR43
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2007.04.022
– volume: 12
  start-page: 256
  year: 2012
  ident: 10_CR10
  publication-title: Curr Opin Pharmacol
  doi: 10.1016/j.coph.2012.01.015
– volume: 26
  start-page: 319
  year: 2005
  ident: 10_CR20
  publication-title: Eur Respir J
  doi: 10.1183/09031936.05.00034805
– volume: 4
  start-page: 81
  year: 2008
  ident: 10_CR26
  publication-title: Metabolomics
  doi: 10.1007/s11306-007-0099-6
– volume: 374
  start-page: 1171
  year: 2009
  ident: 10_CR3
  publication-title: Lancet
  doi: 10.1016/S0140-6736(09)61298-8
– volume: 28
  start-page: 109
  year: 1998
  ident: 10_CR5
  publication-title: Free Radic Res
  doi: 10.3109/10715769809065796
– volume: 10
  year: 2012
  ident: 10_CR30
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0045396
– volume: 363
  start-page: 1128
  year: 2010
  ident: 10_CR35
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa0909883
– ident: 10_CR1
  doi: 10.1111/resp.12388
– volume: 56
  start-page: 1118
  year: 2003
  ident: 10_CR27
  publication-title: J Clin Epidemiol
  doi: 10.1016/S0895-4356(03)00206-3
– volume: 156
  start-page: 753
  year: 2011
  ident: 10_CR25
  publication-title: Sensors Actuators B Chem
  doi: 10.1016/j.snb.2011.02.034
– volume: 39
  start-page: 1672
  year: 1994
  ident: 10_CR37
  publication-title: Dig Dis Sci
  doi: 10.1007/BF02087774
– volume: 120
  start-page: 856
  year: 2007
  ident: 10_CR49
  publication-title: J Allergy Clin Immunol
  doi: 10.1016/j.jaci.2007.05.043
– volume: 330
  start-page: 724
  year: 2005
  ident: 10_CR29
  publication-title: BMJ
  doi: 10.1136/bmj.330.7493.724
– volume: 1254
  start-page: 87
  year: 2012
  ident: 10_CR33
  publication-title: J Chromatogr A
  doi: 10.1016/j.chroma.2012.07.023
– volume: 5
  start-page: 353
  year: 1983
  ident: 10_CR41
  publication-title: Environ Mutagen
  doi: 10.1002/em.2860050313
– volume: 66
  start-page: 364
  year: 1998
  ident: 10_CR40
  publication-title: Transplantation
  doi: 10.1097/00007890-199808150-00014
SSID ssj0001920422
Score 2.063593
Snippet Background Exhaled air contains many volatile organic compounds (VOCs) produced during human metabolic processes, in both healthy and pathological conditions....
SourceID crossref
springer
SourceType Enrichment Source
Index Database
Publisher
SubjectTerms Comorbidities
Medicine
Medicine & Public Health
Pneumology/Respiratory System
Research Article
Title Analysis of exhaled breath fingerprints and volatile organic compounds in COPD
URI https://link.springer.com/article/10.1186/s40749-015-0010-1
Volume 1
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3PS8MwFA46QbyIP3H-IgdPSjBN0zQ9ytwYwqYHB7uVNEmZMDqxFTz5t_te26kDFbz0UF5y-NLkvdfv5XuEXMjY-VAayRLtJZOZyZk23LPQSa6NUZBEI6M7GqvhRN5No2krFo13Yb7z94FW1yUkHBIreiLG60KCdbIRBaGqeVnV-_qdkghUs2p5yx9HrnqeVdqz9iaDHbLdhoH0plm3XbLmiz2yOWqJ7n0yXoqF0EVO_dsMjnFHMwzwZjSvZ8SJq5KawlE4YQDfuadNiyZLsU4c2yWV9KmgvfuH2wMyGfQfe0PWtj5gFgXeWOJi6QNvvJMQP9jQ5rFW2gruhOeWKyNibiz6ZhcLYRwPtdGRAHR5bk3mw0PSKRaFPyI0yhEOMNYQ6eUmgJWAjRwHPvFBrKzoEr6EJbWtLji2p5indX6gVdogmQKSWAEHL7vk8nPIcyOK8Zfx1RLrtN0f5e_Wx_-yPiFbAhcYCX11SjrVy6s_gyChys7rzwOeo_f-B1E3s7k
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NS8MwFA86Qb2Inzg_c_CkBNM0TdKjVGXqNj1ssFtJk5QJoxM7wT_fvLZTByp4LS85_PLx3uvv5fcQOuPSupBrTmLlOOGZzonS1JHQcqq0Fj6JBka31xedIb8fRaNGLBrewnzn7wMlLkufcHCo6IkIrQoJltEKD2IJGzgRydfvlJiBmlXDW_44ctHzLNKelTe53UQbTRiIr-p120JLrthGq72G6N5B_blYCJ7m2L2P_TVucQYB3hjn1Yww8azEurDY3zAe34nDdYsmg6FOHNollfi5wMnj0_UuGt7eDJIOaVofEAMCbyS2krvAaWe5jx9MaHKphDKMWuaooUIzSbUB32wlY9rSUGkVMY8uzY3OXLiHWsW0cPsIRznA4Y2Vj_RyHfiV8AdZBi52gRSGtRGdw5KaRhcc2lNM0io_UCKtkUw9klAB5z-20fnnkJdaFOMv44s51mlzPsrfrQ_-ZX2K1jqDXjft3vUfDtE6g8UGcl8codbs9c0d-4Bhlp1UW-UDunq1fg
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEA5aoXgRn1ifOXhSQrPZbDZ7lNZSH609WOhtySZZKpRtcVfw55vZh1JQwesyyeHLTmZmv9lvELriobE-V5xE0nLCE5USqaglvuFUKiVcEQ2M7mgshlP-MAtm9ZzTvOl2byjJ6p8GUGnKiu7KpJWLS9HNXRnCoc8nILRsL9hEWxwiH7C1ovf9kSVioHFVs5k_rlyPR-tkaBljBrtop04O8W11mntow2b7qD2q6e8DNG4kRPAyxfZj7i53gxNI--Y4LXeEjYscq8xgd-841BcWV4ObNIbucRiilOPXDPeeJ_1DNB3cvfSGpB6IQDTIvpHIhNx6VlnDXVahfZ2GUkjNqGGWaioUC6nSELFNyJgy1JdKBsxhTlOtEusfoVa2zOwxwkEKcDhj6fK_VHnufJx7h56NrBcKzTqINrDEulYLh6EVi7isGqSIKyRjhyT0xbmHHXT9tWRVSWX8ZXzTYB3XXpP_bn3yL-tL1J70B_HT_fjxFG0zOGtg_MUZahVv7_bcZRFFclG-KZ_uT728
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Analysis+of+exhaled+breath+fingerprints+and+volatile+organic+compounds+in+COPD&rft.jtitle=COPD+research+and+practice&rft.au=Cazzola%2C+Mario&rft.au=Segreti%2C+Andrea&rft.au=Capuano%2C+Rosamaria&rft.au=Bergamini%2C+Alberto&rft.date=2015-10-06&rft.issn=2054-9040&rft.eissn=2054-9040&rft.volume=1&rft.issue=1&rft_id=info:doi/10.1186%2Fs40749-015-0010-1&rft.externalDBID=n%2Fa&rft.externalDocID=10_1186_s40749_015_0010_1
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2054-9040&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2054-9040&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2054-9040&client=summon