Unpublished conference/Abstract (Scientific congresses and symposiums)
Linking spatial to functional proteomics on heterogeneous samples: The “pixel-by-pixel” shotgun proteomic approach
Hodeige, Matthieu; Kune, Christopher; Fleron, Maximilien et al.
2024Belgian Proteomics Association Conference
 

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Abstract :
[en] Proteins are crucial for assessing cell health and activity, yet proteomics of biological tissues faces challenges due to sample heterogeneity. Mass spectrometry imaging offers spatial information with limited functional insights, while laser capture microdissection shotgun proteomics provides detailed proteome data but sacrifices spatial resolution. We propose a novel technique, called pixel-by-pixel shotgun proteomics (Pixel2 Proteomics), combining laser microdissection with proteomics. This approach was tested on patient-derived xenografts from triple-negative breast cancer tissues, both treated and untreated with anti-cancer drugs. Tissues were initially preserved in formalin-fixed paraffin-embedded (FFPE) form and sectioned into 5 µm and 10 µm slices. The 10 µm slices underwent matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) following on-tissue digestion with trypsin or PNGase to release peptides and glycans. Hierarchical clustering of MSI pixels revealed heterogeneous regions, with trypsin and PNGase digestion identifying more heterogeneity compared to hematoxylin and eosin (H&E) staining. The 5 µm tissues were microdissected on polyethylene naphthalate (PEN) slides into areas of 2,500 µm², following a systematic grid pattern. Subsequent microdissection of both drug-treated and untreated tissues led to the identification of 1,000 to 3,000 proteins per sample. This analysis highlighted proteins specific to peripheral, inflammatory, and hypoxic regions and the impact of the anti-tumor treatment. This method provides detailed spatial and functional insights into tissue heterogeneity, demonstrating its potential to advance tissue-based proteomic studies. In perspective, we plan to combine single-cell proteomic (SCP) analyses from the same tissue and deconvolute pixel-by-pixel microdissection data using SCP, enabling the identification and spatial distribution of different cellular phenotypes within heterogeneous tissues.
Research Center/Unit :
MolSys - Molecular Systems - ULiège
Disciplines :
Chemistry
Author, co-author :
Hodeige, Matthieu  ;  Université de Liège - ULiège > Molecular Systems (MolSys) ; Université de Liège - ULiège > Faculté des Sciences > Doct. scienc. (chimie)
Kune, Christopher  ;  Université de Liège - ULiège > Département de chimie (sciences) > Laboratoire de spectrométrie de masse (L.S.M.) ; Université de Liège - ULiège > Molecular Systems (MolSys)
Fleron, Maximilien ;  Université de Liège - ULiège > Département de chimie (sciences) > Chimie analytique inorganique ; Université de Liège - ULiège > GIGA > GIGA Platforms
Baiwir, Dominique  ;  Université de Liège - ULiège > Département des sciences biomédicales et précliniques ; Université de Liège - ULiège > GIGA > GIGA Platforms
Sounni, Nor Eddine  ;  Université de Liège - ULiège > Département des sciences biomédicales et précliniques > Biologie cellulaire et moléculaire ; Université de Liège - ULiège > GIGA > GIGA Cancer - Tumors Biology and Development
Eppe, Gauthier  ;  Université de Liège - ULiège > Département de chimie (sciences) > Laboratoire de spectrométrie de masse (L.S.M.) ; Université de Liège - ULiège > Molecular Systems (MolSys)
Gatto, Laurent;  UCL - Université Catholique de Louvain > Bioinformatique > Institut de Duve
Mazzucchelli, Gabriel  ;  Université de Liège - ULiège > Département de chimie (sciences) > Laboratoire de spectrométrie de masse (L.S.M.) ; Université de Liège - ULiège > Molecular Systems (MolSys)
Language :
English
Title :
Linking spatial to functional proteomics on heterogeneous samples: The “pixel-by-pixel” shotgun proteomic approach
Publication date :
05 December 2024
Event name :
Belgian Proteomics Association Conference
Event organizer :
Belgian Proteomics Association
Event place :
Gent, Belgium
Event date :
05/12/24
Audience :
International
Name of the research project :
Exploring functional heterogeneity in complex tissues through integrative single-cell and spatial proteomics
Funders :
UCL - Université Catholique de Louvain
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