Volatile Organic Compounds; Exhaled breath; Systemic sclerosis; Biomarkers; Comprehensive two-dimensional gas chromatogaphy; High-resolution mass spectrometry; Lung; Metabolomics
Abstract :
[en] Comprehensive two-dimensional gas chromatography has a great potential for exhaled breath analysis. The increased peak capacity and sensitivity, provided by the combination of two capillary columns of different stationary phases by means of a modulator, enable the chromatographic separation and detection of thousands of compounds from a complex matrix. For this reason, we carried out an exploratory study on SSc. Basically, breath samples were collected in 5L Tedlar® bags. Volatiles contained in the sampling bag were then transferred onto Tenax®GR/Carbopack™B thermal desorption tubes and finally released and separated into a Pegasus GC-HRT 4D through a mid-polar Rxi-624SilMS as first column (dimension) and a polar Stabilwax as second dimension. The exhaled breath of 32 patients and 30 healthy subjects was therefore analyzed. The high resolving power of this approach and the use of statistical models enabled the identification of 16 compounds discriminating SSC patients from healthy ones. However, further investigations had to be held to reach a better disease classification. In fact, the biomarkers highlighted here could be related to the scarring of the lungs making these non-specific to SSCs.
The second phase of the study aims to go deeper in patient stratification. Three groups were investigated: 50 SSC patients, 50 SSC-fibrosis patients and 50 ILD ones. The samples were collected at Maastricht medical center and CHU of Liège. All samples were then analyzed in the OBiACHem lab. Currently, a classification model is under construction to stratify patients based on their fibrosis status.
Disciplines :
Chemistry
Author, co-author :
Massenet, Thibault ; Université de Liège - ULiège > Département de chimie (sciences) > Chimie analytique, organique et biologique
GUIOT, Julien ; Centre Hospitalier Universitaire de Liège - CHU > > Service de pneumologie - allergologie ; Université de Liège - ULiège > Département de pharmacie
Zanella, Delphine ; Université de Liège - ULiège > Faculté des Sciences > Doct. sc. (chimie - paysage) ; Université de Liège - ULiège > Département de chimie (sciences) > Chimie analytique, organique et biologique
Dejong, Thibaut ; Université de Liège - ULiège > Département de chimie (sciences) ; Université de Liège - ULiège > Département de chimie (sciences) > Chimie analytique, organique et biologique
GILTAY, Laurie ; Centre Hospitalier Universitaire de Liège - CHU > > Unité équipe mobile Sart Tilman ; Centre Hospitalier Universitaire de Liège - CHU > > Service de pneumologie - allergologie
HENKET, Monique ; Centre Hospitalier Universitaire de Liège - CHU > > Service de pneumologie - allergologie ; Université de Liège - ULiège > GIGA > GIGA I3 - Pneumology
GUISSARD, Françoise ; Centre Hospitalier Universitaire de Liège - CHU > > Service de pneumologie - allergologie
ANDRE, Béatrice ; Centre Hospitalier Universitaire de Liège - CHU > > Service de néphrologie ; Centre Hospitalier Universitaire de Liège - CHU > > Service de rhumatologie
MALAISE, Michel ; Université de Liège - ULiège > Département des sciences cliniques ; Centre Hospitalier Universitaire de Liège - CHU > > Service de rhumatologie ; Université de Liège - ULiège > GIGA > GIGA I3 - Rheumatology
Potjewijd Judith; Maastricht University Medical Center > Department of Internal Medicine > Division of Clinical and Experimental Immunology
SCHLEICH, FLorence ; Centre Hospitalier Universitaire de Liège - CHU > > Service de pneumologie - allergologie ; Université de Liège - ULiège > GIGA > GIGA I3 - Pneumology
LOUIS, Renaud ; Université de Liège - ULiège > GIGA > GIGA I3 - Pneumology ; Université de Liège - ULiège > Département des sciences cliniques > Pneumologie - Allergologie ; Centre Hospitalier Universitaire de Liège - CHU > > Service de pneumologie - allergologie
Focant, Jean-François ; Université de Liège - ULiège > Molecular Systems (MolSys) ; Université de Liège - ULiège > Département de chimie (sciences) > Chimie analytique, organique et biologique
Stefanuto, Pierre-Hugues ; Université de Liège - ULiège > Molecular Systems (MolSys) ; Université de Liège - ULiège > Département de chimie (sciences) > Chimie analytique, organique et biologique