TY - JOUR
T1 - Multimodal Imaging Mass Spectrometry to Identify Markers of Pulmonary Arterial Hypertension in Human Lung Tissue Using MALDI-ToF, ToF-SIMS, and Hybrid SIMS
AU - Van Nuffel, Sebastiaan
AU - Quatredeniers, Marceau
AU - Pirkl, Alexander
AU - Zakel, Julia
AU - Le Caer, Jean-Pierre
AU - Elie, Nicolas
AU - Vanbellingen, Quentin P.
AU - Dumas, Sebastien Joel
AU - Nakhleh, Morad Kamel
AU - Ghigna, Maria-Rosa
AU - Fadel, Elie
AU - Humbert, Marc
AU - Chaurand, Pierre
AU - Touboul, David
AU - Cohen-Kaminsky, Sylvia
AU - Brunelle, Alain
PY - 2020/9/1
Y1 - 2020/9/1
N2 - Pulmonary arterial hypertension (PAH) is a rare and deadly disease affecting roughly 15-60 people per million in Europe with a poorly understood pathology. There are currently no diagnostic tools for early detection nor does a curative treatment exist. The lipid composition of arteries in lung samples from human PAH and control patients were investigated using matrix-assisted laser desorption ionization (MALDI) imaging mass spectrometry (IMS) combined with time-of-flight secondary ion mass spectrometry (TOF-SIMS) imaging. Using random forests as an IMS data analysis technique, it was possible to identify the ion at m/z 885.6 as a marker of PAH in human lung tissue. The m/z 885.6 ion intensity was shown to be significantly higher around diseased arteries and was confirmed to be a diacylglycerophosphoinositol PI(C18:0/C20:4) via MS/MS using a novel hybrid SIMS instrument. The discovery of a potential biomarker opens up new research avenues which may finally lead to a better understanding of the PAH pathology and highlights the vital role IMS can play in modern biomedical research.
AB - Pulmonary arterial hypertension (PAH) is a rare and deadly disease affecting roughly 15-60 people per million in Europe with a poorly understood pathology. There are currently no diagnostic tools for early detection nor does a curative treatment exist. The lipid composition of arteries in lung samples from human PAH and control patients were investigated using matrix-assisted laser desorption ionization (MALDI) imaging mass spectrometry (IMS) combined with time-of-flight secondary ion mass spectrometry (TOF-SIMS) imaging. Using random forests as an IMS data analysis technique, it was possible to identify the ion at m/z 885.6 as a marker of PAH in human lung tissue. The m/z 885.6 ion intensity was shown to be significantly higher around diseased arteries and was confirmed to be a diacylglycerophosphoinositol PI(C18:0/C20:4) via MS/MS using a novel hybrid SIMS instrument. The discovery of a potential biomarker opens up new research avenues which may finally lead to a better understanding of the PAH pathology and highlights the vital role IMS can play in modern biomedical research.
KW - MULTIVARIATE-ANALYSIS
KW - RESOLUTION
KW - NANOPARTICLES
KW - SUBLIMATION
KW - IMAGES
KW - CYCLE
KW - PTEN
U2 - 10.1021/acs.analchem.0c02815
DO - 10.1021/acs.analchem.0c02815
M3 - Article
C2 - 32786503
VL - 92
SP - 12079
EP - 12087
JO - Analytical Chemistry
JF - Analytical Chemistry
SN - 0003-2700
IS - 17
ER -